diff --git a/.gitignore b/.gitignore index 2ee7e5b..27e390e 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ draft/* **/*~ .env +/data/ # vim swap files **/*~ @@ -18,4 +19,8 @@ draft/* dist/ # pytest-cov coverage files -.coverage* \ No newline at end of file +.coverage* + +# quarto github page related +/.quarto/ +/_site/ diff --git a/report/final_report/_quarto.yml b/_quarto.yml similarity index 69% rename from report/final_report/_quarto.yml rename to _quarto.yml index 02ad858..27e5e3a 100644 --- a/report/final_report/_quarto.yml +++ b/_quarto.yml @@ -1,8 +1,8 @@ project: type: website render: - - "*qmd" - output-dir: docs + - "report/*qmd" + output-dir: report/docs website: sidebar: @@ -11,9 +11,9 @@ website: search: true contents: - text: "Capstone Final Report" - href: final_report.qmd + href: report/final_report.qmd - text: "Capstone Proposal" - href: proposal.qmd + href: report/proposal.qmd format: html: diff --git a/analysis/batch_run.py b/analysis/batch_run.py index d1ea99d..fb22b78 100644 --- a/analysis/batch_run.py +++ b/analysis/batch_run.py @@ -25,14 +25,16 @@ def main(config_yml): from_dir = config['repo_base_path'] to_dir = config['response_path'] repos = config['repo'] + model = config['model'] record = [] for repo in tqdm(repos): for run in range(1, runs+1): action.evaluate( repo_path=os.path.join(from_dir, repo['path']), - save_to=f"{to_dir}/{repo['name']}_{"{:02d}".format(run)}.json", - checklist_path=checklist_path + save_response_to=f"{to_dir}/{repo['name']}_{"{:02d}".format(run)}.json", + checklist_path=checklist_path, + model=model ) record.append({ @@ -43,4 +45,4 @@ def main(config_yml): with open(f"{to_dir}/record.yml", 'w') as file: yaml.dump(record, file) - fire.Fire(main) \ No newline at end of file + fire.Fire(main) diff --git a/analysis/batch_run.yml b/analysis/batch_run.yml index bdd68cd..64b803a 100644 --- a/analysis/batch_run.yml +++ b/analysis/batch_run.yml @@ -1,27 +1,28 @@ -runs: 30 +runs: 28 checklist_path: null +model: 'gpt-4-turbo' repo_base_path: '../data/raw/openja/' -response_path: '../data/processed/batch_run' +response_path: '../data/processed/batch_run_4-turbo' repo: - name: lightfm path: './lightfm' - - name: qlib - path: './qlib' - - name: mmf - path: './mmf' - - name: nanodet - path: './nanodet' - - name: magenta - path: './magenta' - - name: nupic - path: './nupic' - - name: DeepSpeech - path: './DeepSpeech' - - name: apollo - path: './apollo' - - name: 'paperless-ng' - path: './paperless-ng' - - name: 'mycroft-core' - path: './mycroft-core' - - name: deepchem - path: './deepchem' + # - name: qlib + # path: './qlib' + # - name: mmf + # path: './mmf' + # - name: nanodet + # path: './nanodet' + # - name: magenta + # path: './magenta' + # - name: nupic + # path: './nupic' + # - name: DeepSpeech + # path: './DeepSpeech' + # - name: apollo + # path: './apollo' + # - name: 'paperless-ng' + # path: './paperless-ng' + # - name: 'mycroft-core' + # path: './mycroft-core' + # - name: deepchem + # path: './deepchem' diff --git a/docs/.nojekyll b/docs/.nojekyll deleted file mode 100644 index e69de29..0000000 diff --git a/docs/index.html b/docs/index.html deleted file mode 100644 index 09f42ed..0000000 --- a/docs/index.html +++ /dev/null @@ -1,8 +0,0 @@ - - - Redirect to final_report.html - - - - - diff --git a/docs/proposal.html b/docs/proposal.html deleted file mode 100644 index 9a14a8b..0000000 --- a/docs/proposal.html +++ /dev/null @@ -1,689 +0,0 @@ - - - - - - - - - -proposal - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Proposal Report - Checklists and LLM prompts for efficient and effective test creation in data analysis

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by John Shiu, Orix Au Yeung, Tony Shum, Yingzi Jin

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Executive Summary

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The rapid growth of global artificial intelligence (AI) markets presents opportunities and challenges. While AI systems have the potential to impact various aspects of human life, ensuring their software quality remains a significant concern. Current testing strategies for machine learning (ML) systems lack standardization and comprehensiveness, which poses risks to stakeholders, such as financial losses and safety hazards.

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Our proposal addresses this challenge by developing a manually curated checklist which contains best practices and recommendations in testing ML systems. Additionally, an end-to-end application incorporating the checklist and Large Language Model (LLM) will be developed to analyze given ML system source codes and provide test completeness evaluation, missing test recommendations, and test function specification generation. Our proposed solution will enable users to systematically assess, improve, and include tests tailored to their ML systems through a combination of human expertise codified within the checklist and parametric memory from LLMs.

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In the following weeks, we will develop and refine our product through a swift and efficient iterative development approach, with the aim to deliver a rigorously tested and fully-documented system to our partners by the end of the project.

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Introduction

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Problem Statement

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The global artificial intelligence (AI) market is growing exponentially (Grand-View-Research 2021), driven by its ability to autonomously make complex decisions impacting various aspects of human life, including financial transactions, autonomous transportation, and medical diagnosis.

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However, ensuring the software quality of these systems remains a significant challenge (Openja et al. 2023). Specifically, the lack of a standardized and comprehensive approach to testing machine learning (ML) systems introduces potential risks to stakeholders. For example, inadequate quality assurance in ML systems can lead to severe consequences, such as substantial financial losses (Regidi 2019) and safety hazards.

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Therefore, defining and promoting an industry standard and establishing robust testing methodologies for these systems is crucial. But how?

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Our Objectives

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We propose to develop testing suites diagnostic tools based on Large Language Models (LLMs) and curate a checklist to facilitate comprehensive testing of ML systems with flexibility. Our goal is to enhance applied ML software’s trustworthiness, quality, and reproducibility across both the industry and academia (Kapoor and Narayanan 2022).

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Our Product

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Our solution offers an end-to-end application for evaluating and enhancing the robustness of users’ ML systems.

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Main components and workflow of the proposed system. The checklist would be written in YAML to maximize readability for both humans and machines. We hope this will encourage researchers/users to read, understand and modify the checklist items, while keeping the checklist closely integrated with other components in our system.
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One big challenge in utilizing LLMs to reliably and consistently evaluate ML systems is their tendency to generate illogical and/or factually wrong information known as hallucination (Zhang et al. 2023).

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To combat this, the proposed system will incorporate a checklist (Fig. 1) which would be curated manually and incorporate best practices in software testing and identified areas to be tested inside ML pipeline from human experts and past research.

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This checklist will be our basis in evaluating the effectiveness and completeness of existing tests in a given codebase. Relevant information will be injected into a prompt template, which the LLMs would then be prompted to follow the checklist exactly during the evaluation.

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Here is an example of how the proposed checklist would be structured:

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%YAML 1.2
----
-Title: Checklist for Tests in Machine Learning Projects
-Description: >
-  This is a comprehensive checklist for evaluating the data and ML pipeline
-  based on identified testing strategies from experts in the field.
-Test Areas:
-  - Topic: General
-    Description: >
-      The following items describe best practices for all tests to be
-      written.
-    Tests:
-      - Title: Write Descriptive Test Names
-        Requirement: >
-          Every test function should have a clear, descriptive name
-        Explanation: >
-          If out tests are narrow and sufficiently descriptive, the test
-          name itself may give us enough information to start debugging.
-          This also helps us to identify what is being tested inside the
-          function.
-        References:
-          - https://testing.googleblog.com/2014/10/testing-on-toilet-writing-descriptive.html
-          - https://testing.googleblog.com/2024/05/test-failures-should-be-actionable.html
-
-      - Title: Keep Tests Focused
-        Requirement: >
-          Each test should only test one scenario, meaning that in each
-          test we should only use one set of mock data.
-        Explanation: >
-          If we test multiple scenarios in a single test, it is hard to
-          idenitfy exactly what went wrong. Keeping one scenario in a
-          single test helps us to isolate problematic scenarios.
-        References:
-          - https://testing.googleblog.com/2018/06/testing-on-toilet-keep-tests-focused.html
-
-      - Title: Prefer Narrow Assertions in Unit Tests
-        Requirement: >
-          The assertions inside the tests should be narrow, meaning that
-          when checking a complex object, any unrelated behavior should
-          not be tested - Assert on only relevant behaviors.
-        Explanation: >
-          If we have overly wide assertions (such as depending on every
-          field of a complex output proto), the test may fail for many
-          unimportant reasons. False positives are the opposite of
-          actionable.
-        References:
-          - https://testing.googleblog.com/2024/04/prefer-narrow-assertions-in-unit-tests.html
-
-      - Title: Keep Cause and Effect Clear
-        Requirement: >
-          The modifications and the assertions of an object's behavior
-          in a single test should not be far away from each other.
-        Explanation: >
-          Refrain from using large global test data structures shared
-          across multiple unit tests. This will allow for clear
-          identification of each test's setup and the cause and effect.
-        References:
-          - https://testing.googleblog.com/2017/01/testing-on-toilet-keep-cause-and-effect.html
-
-  - Topic: Data Presence
-    Description: >
-      The following items describe tests that need to be done for testing
-      the presence of data.
-    Tests:
-      - Title: ...
-        Requirement: ...
-        Explanation: ...
-        References:
-          - ...
-
-  - Topic: Data Quality
-    Description: >
-      The following items describe tests that need to be done for testing
-      the quality of data.
-    Tests:
-      - Title: ...
-        Requirement: ...
-        Explanation: ...
-        References:
-          - ...
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-  - Topic: Data Ingestion
-    Description: >
-      The following items describe tests that need to be done for testing
-      if the data is ingestion properly.
-    Tests:
-      - Title: ...
-        Requirement: ...
-        Explanation: ...
-        References:
-          - ...
-
-  - Topic: Model Fitting
-    Description: >
-      The following items describe tests that need to be done for testing
-      the model fitting process.
-    Tests:
-      - Title: ...
-        Requirement: ...
-        Explanation: ...
-        References:
-          - ...
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-  - Topic: Model Evaluation
-    Description: >
-      The following items describe tests that need to be done for testing
-      the model evaluation process.
-    Tests:
-      - Title: ...
-        Requirement: ...
-        Explanation: ...
-        References:
-          - ...
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-  - Topic: Artifact Testing
-    Description: >
-      The following items describe tests that need to be done for testing
-      any artifacts that are created from the project.
-    Tests:
-      - Title: ...
-        Requirement: ...
-        Explanation: ...
-        References:
-          - ...
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Evaluation Artifacts

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The end goal of our product is to generate the following three artifacts in relation to the evaluation of a given ML system codebase:

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  1. ML Test Completeness Score: The application utilizes LLMs and our curated checklist to analyze users’ ML system source code and returns a comprehensive score of the system’s test quality.

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  2. Missing Test Recommendations: The application evaluates the adequacy of existing tests for users’ ML code and offers recommendations for additional, system-specific tests to enhance testing effectiveness.

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  3. Test Function Specification Generation: Users select desired test recommendations and prompt the application to generate test function specifications and references. These are reliable starting points for users to enrich the ML system test suites.

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Success Metrics

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Our product’s success will depend on mutation testing of the test functions developed based on our application-generated specifications. The evaluation metric is the success rate of detecting the perturbations introduced to the ML project code.

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Our partners and stakeholders expect a significant improvement in the testing suites of their ML systems post-application usage. As a result, the testing suites will demonstrate high accuracy in detecting faults, ensuring consistency and high quality of ML projects during updates.

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Data Science Approach

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Data: GitHub Repositories

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In this project, GitHub repositories are our data.

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To develop our testing checklist, we will collect 11 repositories studied in (Openja et al. 2023). Additionally, we will collect 377 repositories identified in the study by (Wattanakriengkrai et al. 2022) for our product development.

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For each repository, we are interested in the metadata and the ML modeling- and test-related source code. The metadata will be retrieved using the GitHub API, while the source code will be downloaded and filtered using our custom scripts. To ensure the relevance of the repositories to our study, we will apply the following criteria for filtering: 1. Repositories that are related to ML systems. 2. Repositories that include test cases. 3. Repositories whose development is written in the Python programming language.

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Methodologies

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Our data science methodology incorporates human expert evaluation and prompt engineering to assess and enhance the test quality of ML systems.

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  • Human Expert Evaluation

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    We will begin by formulating a comprehensive checklist for evaluating the data and ML pipeline based on the established testing strategies outlined in (Openja et al. 2023) as the foundational framework. Based on the formulated checklist, our team will manually assess the test quality within each repository data. We will refine the checklist to ensure applicability and robustness when testing general ML systems.

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  • Prompt Engineering

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    We will engineer the prompts for LLM to incorporate with the ML system code and the curated checklist and to serve various purposes across the three-stage process:

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    1. Prompts to examine test cases within the ML system source codes and deliver test completeness scores.
      2. -
    2. Prompts to compare and contrast the existing tests and the checklist and deliver recommendations.
      3. -
    3. Prompts to generate system-specific test specifications based on user-selected testing recommendations (Schäfer et al. 2023)
      4. -
    • -
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Iterative Development Approach

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We begin by setting up a foundational framework based on the selected GitHub repositories and research on ML testing. The framework might not cover all ML systems or testing practices. Therefore, we adopt an iterative development approach by establishing an open and scalable framework to address these considerations. The application will be continuously refined based on contributors’ insights.

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Users are encouraged to interpret the generated artifacts with a grain of salt and recognize the evolving nature of ML system testing practices.

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Delivery Timeline

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Our team follows the timeline below for our product delivery and prioritizes close communication with our partners to ensure that our developments align closely with their expectations.

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TimelineMilestones
Week 1 (Apr 29 - May 3)Prepare and Present Initial Proposal. Scrape repository data.
Week 2 - 3 (May 6 - 17)Deliver Proposal. Deliver Draft of ML Pipeline Test Checklist. Develop Minimum Viable Product (Test Completeness Score, Missing Test Recommendation)
Week 4 - 5 (May 20 - May 31)Update Test Checklist. Develop Test Function Specification Generator.
Week 6 (Jun 3 - Jun 7)Update Test Checklist. Wrap Up Product.
Week 7 (Jun 10 - Jun 14)Finalize Test Checklist. Perform Product System Test. Present Final Product. Prepare Final Product Report.
Week 8 (Jun 17 - Jun 21)Deliver Final Product. Deliver Final Product Report.
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References

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-Grand-View-Research. 2021. “Artificial Intelligence Market Size, Share & Trends Analysis Report by Solution, by Technology (Deep Learning, Machine Learning), by End-Use, by Region, and Segment Forecasts, 2023 2030.” Grand View Research San Francisco. -
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-Kapoor, Sayash, and Arvind Narayanan. 2022. “Leakage and the Reproducibility Crisis in ML-Based Science.” arXiv Preprint arXiv:2207.07048. -
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-Openja, Moses, Foutse Khomh, Armstrong Foundjem, Zhen Ming, Mouna Abidi, Ahmed E Hassan, et al. 2023. “Studying the Practices of Testing Machine Learning Software in the Wild.” arXiv Preprint arXiv:2312.12604. -
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-Regidi, Asheeta. 2019. “SEBI’s Circular: The Black Box Conundrum and Misrepresentation in AI-Based Mutual Funds.” Firstpost. https://www.firstpost.com/business/sebis-circular-the-black-box-conundrum-and-misrepresentation-in-ai-based-mutual-funds-6625161.html. -
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-Schäfer, Max, Sarah Nadi, Aryaz Eghbali, and Frank Tip. 2023. “An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation.” IEEE Transactions on Software Engineering. -
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-Wattanakriengkrai, Supatsara, Bodin Chinthanet, Hideaki Hata, Raula Gaikovina Kula, Christoph Treude, Jin Guo, and Kenichi Matsumoto. 2022. “GitHub Repositories with Links to Academic Papers: Public Access, Traceability, and Evolution.” Journal of Systems and Software 183: 111117. -
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-Zhang, Yue, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, et al. 2023. “Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models.” https://arxiv.org/abs/2309.01219. -
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- - - - \ No newline at end of file diff --git a/docs/img/checklist_sample.png b/img/checklist_sample.png similarity index 100% rename from docs/img/checklist_sample.png rename to img/checklist_sample.png diff --git a/docs/img/test_evaluation_report_sample.png b/img/test_evaluation_report_sample.png similarity index 100% rename from docs/img/test_evaluation_report_sample.png rename to img/test_evaluation_report_sample.png diff --git a/docs/img/test_spec_sample.png b/img/test_spec_sample.png similarity index 100% rename from docs/img/test_spec_sample.png rename to img/test_spec_sample.png diff --git a/report/final_report/docs/img/checklist_sample.png b/report/docs/img/checklist_sample.png similarity index 100% rename from report/final_report/docs/img/checklist_sample.png rename to report/docs/img/checklist_sample.png diff --git a/docs/img/logo.png b/report/docs/img/logo.png similarity index 100% rename from docs/img/logo.png rename to report/docs/img/logo.png diff --git a/docs/img/proposed_system_overview.png b/report/docs/img/proposed_system_overview.png similarity index 100% rename from docs/img/proposed_system_overview.png rename to report/docs/img/proposed_system_overview.png diff --git a/report/final_report/docs/img/test_evaluation_report_sample.png b/report/docs/img/test_evaluation_report_sample.png similarity index 100% rename from report/final_report/docs/img/test_evaluation_report_sample.png rename to report/docs/img/test_evaluation_report_sample.png diff --git a/report/final_report/docs/img/test_spec_sample.png b/report/docs/img/test_spec_sample.png similarity index 100% rename from report/final_report/docs/img/test_spec_sample.png rename to report/docs/img/test_spec_sample.png diff --git a/report/docs/index.html b/report/docs/index.html new file mode 100644 index 0000000..8cab3d3 --- /dev/null +++ b/report/docs/index.html @@ -0,0 +1,8 @@ + + + Redirect to report/final_report.html + + + + + diff --git a/docs/final_report.html b/report/docs/report/final_report.html similarity index 95% rename from docs/final_report.html rename to report/docs/report/final_report.html index 9f4d0ee..4f56f25 100644 --- a/docs/final_report.html +++ b/report/docs/report/final_report.html @@ -76,22 +76,22 @@ } - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + @@ -616,7 +616,7 @@

Evaluation Results

Code -
df_repo_run = pd.read_csv('score_by_repo_run_3.5-turbo.csv')
+
df_repo_run = pd.read_csv('../data/processed/score_by_repo_run_3.5-turbo.csv')
 
 df_repo_run = df_repo_run.merge(gt, on=['id', 'title', 'repo'])
 
@@ -631,7 +631,7 @@ 
Evaluation Results

 contingency_table.index.names = ['Repository', 'Checklist Item', 'Ground Truth']
 contingency_table.sort_index(level=[0, 2])
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Evaluation Results

title="30 Runs on Openja's Repositories for each Checklist Item" )
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Com
Code 
# FIXME: jitter-mean-sd plot (checklist item vs. score) for each repo
-df_repo_4o__stat = pd.read_csv('score_stat_by_repo_4o.csv')
+df_repo_4o__stat = pd.read_csv('../data/processed/score_stat_by_repo_4o.csv')
 df_repo_4o__stat_with_gt = df_repo_4o__stat.merge(gt, on=['id', 'title', 'repo'])
 df_repo_4o__stat_with_gt['model'] = 'gpt-4o'
 
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diff --git a/report/final_report/docs/proposal.html b/report/docs/report/proposal.html similarity index 95% rename from report/final_report/docs/proposal.html rename to report/docs/report/proposal.html index 9a14a8b..c2f8fda 100644 --- a/report/final_report/docs/proposal.html +++ b/report/docs/report/proposal.html @@ -42,22 +42,22 @@ } - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + " - ], - "text/plain": [ - "alt.FacetChart(...)" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "generate_stat_plot(df_repo__stat, ground_truth=ground_truth, repo=\"lightfm\", facet_col='repo')" - ] - }, - { - "cell_type": "markdown", - "id": "a553667f-d2aa-4349-8bb8-12807f83871e", - "metadata": {}, - "source": [ - "The distribution of the scores for each checklist items:" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "465fbb35-d05f-4c0c-bb2f-15434446f3a1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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13qlib6.21.0
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" - ], - "text/plain": [ - " repo id score\n", - "7 qlib 2.1 0.5\n", - "8 qlib 3.2 1.0\n", - "9 qlib 3.5 0.0\n", - "10 qlib 4.2 0.5\n", - "11 qlib 5.3 1.0\n", - "12 qlib 6.1 1.0\n", - "13 qlib 6.2 1.0" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Ground truth\n", - "ground_truth[ground_truth.repo == 'qlib']" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "476e12df-0077-44e1-891d-206f1c5f6193", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.FacetChart(...)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "generate_stat_plot(df_repo__stat, ground_truth=ground_truth, repo=\"qlib\", facet_col='repo')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "115f3f4b-8940-48ba-9b6b-7c8a8856e337", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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repolevel_12.13.23.54.25.36.16.2
24qlib0.00.01.029.03.014.04.01.0
25qlib0.50.012.01.027.016.024.026.0
26qlib1.030.017.00.00.00.02.03.0
\n", - "
" - ], - "text/plain": [ - " repo level_1 2.1 3.2 3.5 4.2 5.3 6.1 6.2\n", - "24 qlib 0.0 0.0 1.0 29.0 3.0 14.0 4.0 1.0\n", - "25 qlib 0.5 0.0 12.0 1.0 27.0 16.0 24.0 26.0\n", - "26 qlib 1.0 30.0 17.0 0.0 0.0 0.0 2.0 3.0" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_repo__count.query('repo == \"qlib\"')" - ] - }, - { - "cell_type": "markdown", - "id": "7558e093-6732-40fa-89eb-c6a426904f06", - "metadata": {}, - "source": [ - "**Observations**: \n", - "- There are more disagreement between system and manual evaluation\n", - " - especially for 5.3, 6.1, 6.2.\n", - "- The items consistency in this repo are not similar to those in `lightfm`.\n", - " - e.g. Variance for 3.5 is greatly reduced. Variance for 3.2 becomes larger.\n", - "- However, `qlib` is not just a machine learning project, it also contains a software inside.\n", - " - e.g. It has a lot of randomly generated data by itself, instead of reading a data to perform analysis, it seems to deviate from the objective of 2.1." - ] - }, - { - "cell_type": "markdown", - "id": "10ffd6db-e68b-495a-bc6a-050b593cfcf3", - "metadata": {}, - "source": [ - "#### 3. The consistency for each checklist items\n", - " - Why is it important?\n", - " If the score of a particular item varies a lot when evaluating a repository, it might mean that its prompt (`Requirement`) is confusing to the LLM, or the checklist item itself is not well defined." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "3b154cba-6f2c-4423-bf20-97cce23e1f89", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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repoDeepSpeechapollolightfmmagentammfmycroft-corenanodetpaperless-ngqlib
id
2.10.4794630.1525640.0912870.4234510.0000000.0000000.0000000.2421170.000000
3.20.4068380.2150920.0912870.1895250.2450660.2780270.2397320.0912870.285673
3.50.0000000.0000000.3880400.2520030.1268540.0000000.2520030.0000000.091287
4.20.0000000.0000000.1525640.0912870.1268540.0000000.2542740.0000000.152564
5.30.0000000.0000000.2491360.0000000.1268540.0000000.0000000.0000000.253708
6.10.3511070.1728730.2397320.2520030.2330460.0000000.2856730.0000000.224888
6.20.0000000.0000000.1728730.0000000.2012890.2537080.2604150.1268540.182574
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" - ], - "text/plain": [ - "repo DeepSpeech apollo lightfm magenta mmf mycroft-core \\\n", - "id \n", - "2.1 0.479463 0.152564 0.091287 0.423451 0.000000 0.000000 \n", - "3.2 0.406838 0.215092 0.091287 0.189525 0.245066 0.278027 \n", - "3.5 0.000000 0.000000 0.388040 0.252003 0.126854 0.000000 \n", - "4.2 0.000000 0.000000 0.152564 0.091287 0.126854 0.000000 \n", - "5.3 0.000000 0.000000 0.249136 0.000000 0.126854 0.000000 \n", - "6.1 0.351107 0.172873 0.239732 0.252003 0.233046 0.000000 \n", - "6.2 0.000000 0.000000 0.172873 0.000000 0.201289 0.253708 \n", - "\n", - "repo nanodet paperless-ng qlib \n", - "id \n", - "2.1 0.000000 0.242117 0.000000 \n", - "3.2 0.239732 0.091287 0.285673 \n", - "3.5 0.252003 0.000000 0.091287 \n", - "4.2 0.254274 0.000000 0.152564 \n", - "5.3 0.000000 0.000000 0.253708 \n", - "6.1 0.285673 0.000000 0.224888 \n", - "6.2 0.260415 0.126854 0.182574 " - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_repo__stat.pivot(index='id', columns='repo', values='std')" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "04455456-9516-44a7-ba7e-8f6c76012a0a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.Chart(...)" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "alt.Chart(df_repo__stat).mark_boxplot().encode(\n", - " x=\"std:Q\",\n", - " y='id:N'\n", - ").properties(\n", - " height=200,\n", - " width=400\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "89dc7998-7d58-426d-942e-5f4d9c94c6f5", - "metadata": {}, - "source": [ - "**Observations**:\n", - " - The evaluation of the checklist item 2.1 `Ensure Data File Loads as Expected` is usually stable.\n", - " - When evaluating a repository, 50% of the time its standard deviation is smaller than 0.05, the smallest among the others." - ] - }, - { - "cell_type": "markdown", - "id": "4c5eb994-adf1-47e1-8ad1-49e57e1f3b4b", - "metadata": {}, - "source": [ - "Below shows the breakdown of item scores for each repository: \n", - "(NOTE: only `lightfm` and `qlib` have ground truth, in green diamond)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "949e72eb-03a0-4718-85aa-04989c6e44e6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.FacetChart(...)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "generate_stat_plot(df_repo__stat, ground_truth=ground_truth, facet_col='id')" - ] - }, - { - "cell_type": "markdown", - "id": "a2cc620a-e7ae-483f-8bb7-e327d49a03d4", - "metadata": {}, - "source": [ - "**Observations**:\n", - " - (TBC) The standard deviation for Item 3.5 and 5.3 shows great variation, which might imply that test cases in some repo might be confusing to LLM while some are clear.\n", - " - (TBC) The standard deviation for Item 5.3, 6.1, 6.2 are relatively high and consistent, which might imply that there is room for refining the prompt to reduce consistency issue." - ] - }, - { - "cell_type": "markdown", - "id": "b6dfc16e-fc8d-42ec-9680-485dbdcc0d36", - "metadata": {}, - "source": [ - "#### 4. The consistency for each checklist items, compared to the `lightfm`\n", - " - Why is it important? We optimized the consistency of our system using `lightfm`. Therefore, we treat this repository as a benchmark. If a particular checklist item has a much worse consistency in other repository, that might mean that the prompt for that item is not generalizable.\n", - "\n", - "Below shows the standard deviations in a 30 runs for each checklist item for each repository:" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "8ecbe813-87bd-4e0a-a368-40b920f3923c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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std
id2.13.23.54.25.36.16.2
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DeepSpeech0.4794630.4068380.0000000.0000000.0000000.3511070.000000
apollo0.1525640.2150920.0000000.0000000.0000000.1728730.000000
lightfm0.0912870.0912870.3880400.1525640.2491360.2397320.172873
magenta0.4234510.1895250.2520030.0912870.0000000.2520030.000000
mmf0.0000000.2450660.1268540.1268540.1268540.2330460.201289
mycroft-core0.0000000.2780270.0000000.0000000.0000000.0000000.253708
nanodet0.0000000.2397320.2520030.2542740.0000000.2856730.260415
paperless-ng0.2421170.0912870.0000000.0000000.0000000.0000000.126854
qlib0.0000000.2856730.0912870.1525640.2537080.2248880.182574
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" - ], - "text/plain": [ - " std \\\n", - "id 2.1 3.2 3.5 4.2 5.3 6.1 \n", - "repo \n", - "DeepSpeech 0.479463 0.406838 0.000000 0.000000 0.000000 0.351107 \n", - "apollo 0.152564 0.215092 0.000000 0.000000 0.000000 0.172873 \n", - "lightfm 0.091287 0.091287 0.388040 0.152564 0.249136 0.239732 \n", - "magenta 0.423451 0.189525 0.252003 0.091287 0.000000 0.252003 \n", - "mmf 0.000000 0.245066 0.126854 0.126854 0.126854 0.233046 \n", - "mycroft-core 0.000000 0.278027 0.000000 0.000000 0.000000 0.000000 \n", - "nanodet 0.000000 0.239732 0.252003 0.254274 0.000000 0.285673 \n", - "paperless-ng 0.242117 0.091287 0.000000 0.000000 0.000000 0.000000 \n", - "qlib 0.000000 0.285673 0.091287 0.152564 0.253708 0.224888 \n", - "\n", - " \n", - "id 6.2 \n", - "repo \n", - "DeepSpeech 0.000000 \n", - "apollo 0.000000 \n", - "lightfm 0.172873 \n", - "magenta 0.000000 \n", - "mmf 0.201289 \n", - "mycroft-core 0.253708 \n", - "nanodet 0.260415 \n", - "paperless-ng 0.126854 \n", - "qlib 0.182574 " - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "stds = df_repo__stat[['repo', 'std', 'id']].pivot(index='repo', columns='id')\n", - "stds" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "d21ecf33-efac-407d-baac-0d2eeb61f3bd", - "metadata": {}, - "outputs": [], - "source": [ - "stds_p = stds.copy()\n", - "stds_p.columns = [col[1] for col in stds_p.columns]\n", - "stds_p = stds_p.reset_index()\n", - "stds_p = stds_p.melt(id_vars='repo', var_name='id')" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "1430735d-b0f7-4092-8af6-80d24f43f8f1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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repoidvalue
0DeepSpeech2.10.479463
1apollo2.10.152564
2lightfm2.10.091287
3magenta2.10.423451
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" - ], - "text/plain": [ - " repo id value\n", - "0 DeepSpeech 2.1 0.479463\n", - "1 apollo 2.1 0.152564\n", - "2 lightfm 2.1 0.091287\n", - "3 magenta 2.1 0.423451\n", - "4 mmf 2.1 0.000000" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "stds_p.head()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "b5f6ad28-25d7-4957-b9aa-5facf2c75f64", - "metadata": {}, - "outputs": [], - "source": [ - "# stripplot = (\n", - "# alt.Chart(stds_p)\n", - "# .mark_point(filled=True, size=100)\n", - "# .transform_calculate( \n", - "# # Generate Gaussian jitter with a Box-Muller transform \n", - "# jitter='sqrt(-2*log(random()))*cos(2*PI*random())'\n", - "# # jitter='random()'\n", - "# ).encode( \n", - "# y=alt.Y( \n", - "# 'jitter:Q', \n", - "# title=None, \n", - "# axis=alt.Axis(ticks=False, grid=True, labels=False), \n", - "# scale=alt.Scale(), \n", - "# ), \n", - "# x=alt.X('value:Q'), \n", - "# color=alt.Color('repo:N'),\n", - "# row=alt.Row( \n", - "# 'id:N',\n", - "# header=alt.Header(\n", - "# labelFontSize=16,\n", - "# labelAngle=0\n", - "# )\n", - "# ),\n", - "# tooltip='repo'\n", - "# ).configure_facet( \n", - "# spacing=0\n", - "# ).configure_view( \n", - "# stroke=None\n", - "# ).configure_axis( \n", - "# labelFontSize=16, \n", - "# titleFontSize=16\n", - "# ).properties(\n", - "# height=50, \n", - "# width=600\n", - "# ) \n", - "# )\n", - " \n", - "# stripplot " - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "90e2629c-eb21-496a-8166-33d44e1c89c3", - "metadata": {}, - "outputs": [], - "source": [ - "def generate_jitterbox_plot(df_stds_p):\n", - " \"\"\"\n", - " Generate jitterbox plot across all repo and all checklist item\n", - " \"\"\"\n", - " box = alt.Chart().mark_boxplot(\n", - " color='grey',\n", - " opacity=0.5,\n", - " size=20,\n", - " ).encode(\n", - " x=alt.X('value:Q').title('SD(Score)'),\n", - " y=alt.Y('id:N', title=None, axis=alt.Axis(labelPadding=10, grid=False))\n", - " )\n", - " \n", - " stripplot = alt.Chart().mark_circle(size=100).encode(\n", - " y=alt.Y( \n", - " 'id:N',\n", - " axis=alt.Axis(ticks=False, grid=True, labels=True), \n", - " scale=alt.Scale(), \n", - " ), \n", - " x='value:Q',\n", - " yOffset=\"jitter:Q\",\n", - " color=alt.Color('id:N', legend=None),\n", - " tooltip='repo'\n", - " ).transform_calculate(\n", - " # Generate Gaussian jitter with a Box-Muller transform\n", - " jitter=\"sqrt(-2*log(random()))*cos(2*PI*random())\"\n", - " )\n", - " \n", - " plot = alt.layer(\n", - " box,\n", - " stripplot,\n", - " data=df_stds_p\n", - " ).configure_view( \n", - " stroke=None\n", - " ).configure_axis( \n", - " labelFontSize=16, \n", - " titleFontSize=16\n", - " ).properties(\n", - " height=300, \n", - " width=600\n", - " ) \n", - " \n", - " return plot" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "9a2fcf56-8fc6-4241-8a6b-b86a618ddb11", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.LayerChart(...)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "generate_jitterbox_plot(stds_p)" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "e4db9a51-29da-4913-8c10-1dba36a52a3b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.Chart(...)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "alt.Chart(df_repo__stat).mark_boxplot().encode(\n", - " x=\"std:Q\",\n", - " y='id:N'\n", - ").properties(\n", - " height=200,\n", - " width=400\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "ff4cf03c-b48d-400e-ae3d-a4a7f434c8ec", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# !pip install altair_catplot\n", - "# !pip install seaborn" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "d833bbcd-ba7b-4f01-999b-16e0be3b99bb", - "metadata": {}, - "outputs": [], - "source": [ - "# import altair_catplot\n", - "\n", - "# altair_catplot.catplot(\n", - "# stds_p, \n", - "# transform ='jitterbox', \n", - "# mark ='point', \n", - "# encoding = dict(\n", - "# x = alt.X('value:Q'), \n", - "# y = alt.Y('id:N'), \n", - "# color = alt.Color('repo:N')\n", - "# ) \n", - "# )" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "c5883b9a-c852-4d2f-82fd-7f5434edcce6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.LayerChart(...)" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "F = stds.drop(index='lightfm') / stds.loc['lightfm']\n", - "\n", - "base = alt.Chart(\n", - " F.melt(ignore_index=False).reset_index()[['repo', 'id', 'value']]\n", - ").transform_calculate(\n", - " benchmark=\"1\",\n", - " threshold=f\"{scipy.stats.f.ppf(0.975, 29, 29)}\"\n", - ")\n", - "\n", - "point = base.mark_point(\n", - " filled=True,\n", - " size=100,\n", - ").encode(\n", - " x=alt.X('value:Q').title(\"std ratio (c.f. lightfm)\"),\n", - " y='id:N',\n", - " color='repo',\n", - " tooltip='repo'\n", - ").properties(\n", - " height=200,\n", - " width=400\n", - ")\n", - "\n", - "point \\\n", - "+ base.mark_rule(color='black').encode(x=\"benchmark:Q\") \\\n", - "+ base.mark_rule(color='red').encode(x=\"threshold:Q\")\n", - "# jitter instead of mark_point <-- prompt vs. repo problem?\n", - "# prompt: sd of checklist item for all repo is high\n", - "# repo: most of repo have low sd, the repo we're looking at has outlier" - ] - }, - { - "cell_type": "markdown", - "id": "ffef79ff-a4fa-4412-973d-7e4fdfe1be71", - "metadata": {}, - "source": [ - "**Observations**:\n", - " - The evaluation of the checklist item 3.2 `Data in the Expected Format` becomes much more unstable in most of other repositories.\n", - " - That of the 2.1 is significantly unstable in the repo `paperless-ng`, `magenta` and `DeepSpeech`, but it may be due to the repo itself.\n", - "\n", - "TODO: to look into the 3.2's scores." - ] - }, - { - "cell_type": "markdown", - "id": "e860559f-bde8-47c5-ac35-94797beb6054", - "metadata": {}, - "source": [ - "#### TODO: Given ground truth == 1, distribution of system score?\n", - "#### TODO: Given ground truth == 0, distribution of system score?" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "0a1179d8-ef8c-46dd-878b-55e24f848764", - "metadata": {}, - "outputs": [], - "source": [ - "def generate_histogram_plot(df_repo_run_long, df_ground_truth=None, repo=None, id=None):\n", - " \"\"\"\n", - " Generate histogram across all repo and all checklist item\n", - " Optional to incorporate ground truth and select specific repo/checklist item\n", - " \"\"\"\n", - " # data\n", - " repo_data = df_repo_run_long.copy()\n", - " if repo:\n", - " repo_data = repo_data.query(f'repo == \"{repo}\"')\n", - " if id:\n", - " repo_data = repo_data.query(f'id == \"{id}\"')\n", - "\n", - " # base histogram chart\n", - " base = alt.Chart().mark_bar().encode(\n", - " x=alt.X('eval_score:Q', title='Score'), \n", - " y=alt.Y('count()'), \n", - " color=alt.value('grey'),\n", - " size=alt.value(20),\n", - " )\n", - " \n", - " if df_ground_truth is not None:\n", - " # data\n", - " gt_data = df_ground_truth.copy()\n", - " if repo:\n", - " gt_data = gt_data.query(f'repo == \"{repo}\"')\n", - " if id:\n", - " gt_data = gt_data.query(f'id == \"{id}\"')\n", - " \n", - " repo_data = pd.merge(repo_data, gt_data, how='left', on=['repo', 'id'])\n", - " repo_data['is_equal_to_gt'] = repo_data['eval_score'] == repo_data['score']\n", - " \n", - " # base histogram chart\n", - " base = base.encode(\n", - " color=alt.Color('is_equal_to_gt', scale=alt.Scale(range=['grey', 'green']), legend=None)\n", - " )\n", - " base += base.mark_text().encode(\n", - " text=alt.value('Ground Truth'),\n", - " x='score',\n", - " size=alt.value(10),\n", - " color=alt.value('green'),\n", - " )\n", - "\n", - " plot = alt.layer(\n", - " base,\n", - " data=repo_data\n", - " ).properties(\n", - " width=200,\n", - " height=200,\n", - " ).facet(\n", - " row='repo',\n", - " column='id'\n", - " ) \n", - " \n", - " return plot" - ] - }, - { - "cell_type": "markdown", - "id": "898f6f5e-d04a-4a23-a797-b7b4a221526f", - "metadata": {}, - "source": [ - "#### Contingency Table" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "7a2e22d2-f800-4821-bafe-493fb225c476", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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eval_score0.00.51.0
ground_truth
0.0227835
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" - ], - "text/plain": [ - "eval_score 0.0 0.5 1.0\n", - "ground_truth \n", - "0.0 227 8 35\n", - "0.5 21 39 30\n", - "1.0 21 159 90" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_repo_run_p = pd.melt(df_repo_run, id_vars=['repo', 'run'], var_name='id', value_name='eval_score')\n", - "df_repo_run_p = pd.merge(df_repo_run_p, ground_truth, how='inner', on=['repo', 'id'])\n", - "df_repo_run_p = df_repo_run_p.rename(columns={'score': 'ground_truth'})\n", - "pd.pivot_table(df_repo_run_p, values='run', index=['ground_truth'], columns=['eval_score'], aggfunc='count', fill_value=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "5c8cca76-a64e-4e9b-8d63-5e68d9967e8f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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reporunideval_scoreground_truth
0DeepSpeech12.11.00.0
1DeepSpeech22.11.00.0
2DeepSpeech32.10.00.0
3DeepSpeech42.11.00.0
4DeepSpeech52.10.00.0
..................
625qlib266.20.51.0
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629qlib306.20.51.0
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630 rows × 5 columns

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" - ], - "text/plain": [ - " repo run id eval_score ground_truth\n", - "0 DeepSpeech 1 2.1 1.0 0.0\n", - "1 DeepSpeech 2 2.1 1.0 0.0\n", - "2 DeepSpeech 3 2.1 0.0 0.0\n", - "3 DeepSpeech 4 2.1 1.0 0.0\n", - "4 DeepSpeech 5 2.1 0.0 0.0\n", - ".. ... ... ... ... ...\n", - "625 qlib 26 6.2 0.5 1.0\n", - "626 qlib 27 6.2 0.5 1.0\n", - "627 qlib 28 6.2 0.5 1.0\n", - "628 qlib 29 6.2 1.0 1.0\n", - "629 qlib 30 6.2 0.5 1.0\n", - "\n", - "[630 rows x 5 columns]" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_repo_run_p" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "335fa41b-eed6-47ea-bdb2-6d0a424f91a1", - "metadata": {}, - "outputs": [], - "source": [ - "# generate_histogram_plot(df_repo_run_p, df_ground_truth=ground_truth)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "11c7f99d-9e65-4eaf-911e-44ca1c0eb77b", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/report/final_report/02_plots-for-final-report.ipynb b/report/final_report/02_plots-for-final-report.ipynb deleted file mode 100644 index 36e9feb..0000000 --- a/report/final_report/02_plots-for-final-report.ipynb +++ /dev/null @@ -1,693 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "e9a74646-ec18-49c0-b9ef-ed3b5ba64087", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.FacetChart(...)" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import altair as alt\n", - "import pandas as pd\n", - "\n", - "df_repo__stat = pd.read_csv('score_stat_by_repo_3.5-turbo.csv')\n", - "gt = pd.read_csv('ground_truth.csv')\n", - "gt = gt.melt(id_vars=['id', 'title'], var_name='repo', value_name='ground_truth')\n", - "\n", - "df_repo__stat_with_gt = df_repo__stat.merge(gt, on=['id', 'title', 'repo'])\n", - "\n", - "base = alt.Chart(\n", - " df_repo__stat_with_gt.query('repo in [\"lightfm\", \"qlib\", \"DeepSpeech\"]')\n", - ").transform_calculate(\n", - " min=\"max(0, datum.mean-datum.std)\",\n", - " max=\"min(1, datum.mean+datum.std)\"\n", - ")\n", - " \n", - "# generate the points\n", - "points = base.mark_point(\n", - " filled=True,\n", - " size=50,\n", - " color='black'\n", - ").encode(\n", - " x=alt.X('mean:Q').scale(domainMin=0, domainMax=1).title(\"Score\").axis(\n", - " labelExpr=\"datum.value % 0.5 ? null : datum.label\"\n", - " ),\n", - " y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))#.scale(domainMin=0, domainMax=1).title('Score'),\n", - ")\n", - "\n", - "# generate the points for ground truth\n", - "gt_points = base.mark_point(\n", - " filled=True,\n", - " size=200,\n", - " color='green',\n", - " shape=\"diamond\"\n", - ").encode(\n", - " x=alt.X('ground_truth:Q'),\n", - " y=alt.Y('id_title:N')\n", - ")\n", - "\n", - "# generate the error bars\n", - "errorbars = base.mark_errorbar().encode(\n", - " x=alt.X(\"min:Q\").title('1 SD'), #\"id:N\",\n", - " x2=\"max:Q\",\n", - " y=\"id_title:N\"\n", - ")\n", - "\n", - "(gt_points + points + errorbars).facet(\n", - " column=alt.Column('repo:N').title(None)\n", - ").configure_axis( \n", - " labelFontSize=12, \n", - " titleFontSize=12\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "aa1c3071-33f8-47da-a10d-42b7dbdcce1d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a169da71-4be7-4c88-8553-d6b68c2b1edf", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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score0.00.51.0
RepositoryChecklist ItemGround Truth
lightfm3.5. Check for Duplicate Records in Data0.03000
5.3. Ensure Model Output Shape Aligns with Expectation0.51290
2.1. Ensure Data File Loads as Expected1.00030
3.2. Data in the Expected Format1.00300
4.2. Verify Data Split Proportion1.001119
6.1. Verify Evaluation Metrics Implementation1.00525
6.2. Evaluate Model's Performance Against Thresholds1.00129
qlib3.5. Check for Duplicate Records in Data0.02370
2.1. Ensure Data File Loads as Expected0.50030
4.2. Verify Data Split Proportion0.53252
3.2. Data in the Expected Format1.001416
5.3. Ensure Model Output Shape Aligns with Expectation1.01254
6.1. Verify Evaluation Metrics Implementation1.021810
6.2. Evaluate Model's Performance Against Thresholds1.00246
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" - ], - "text/plain": [ - "score 0.0 \\\n", - "Repository Checklist Item Ground Truth \n", - "lightfm 3.5. Check for Duplicate Records in Data 0.0 30 \n", - " 5.3. Ensure Model Output Shape Aligns with Expe... 0.5 1 \n", - " 2.1. Ensure Data File Loads as Expected 1.0 0 \n", - " 3.2. Data in the Expected Format 1.0 0 \n", - " 4.2. Verify Data Split Proportion 1.0 0 \n", - " 6.1. Verify Evaluation Metrics Implementation 1.0 0 \n", - " 6.2. Evaluate Model's Performance Against Thres... 1.0 0 \n", - "qlib 3.5. Check for Duplicate Records in Data 0.0 23 \n", - " 2.1. Ensure Data File Loads as Expected 0.5 0 \n", - " 4.2. Verify Data Split Proportion 0.5 3 \n", - " 3.2. Data in the Expected Format 1.0 0 \n", - " 5.3. Ensure Model Output Shape Aligns with Expe... 1.0 1 \n", - " 6.1. Verify Evaluation Metrics Implementation 1.0 2 \n", - " 6.2. Evaluate Model's Performance Against Thres... 1.0 0 \n", - "\n", - "score 0.5 \\\n", - "Repository Checklist Item Ground Truth \n", - "lightfm 3.5. Check for Duplicate Records in Data 0.0 0 \n", - " 5.3. Ensure Model Output Shape Aligns with Expe... 0.5 29 \n", - " 2.1. Ensure Data File Loads as Expected 1.0 0 \n", - " 3.2. Data in the Expected Format 1.0 30 \n", - " 4.2. Verify Data Split Proportion 1.0 11 \n", - " 6.1. Verify Evaluation Metrics Implementation 1.0 5 \n", - " 6.2. Evaluate Model's Performance Against Thres... 1.0 1 \n", - "qlib 3.5. Check for Duplicate Records in Data 0.0 7 \n", - " 2.1. Ensure Data File Loads as Expected 0.5 0 \n", - " 4.2. Verify Data Split Proportion 0.5 25 \n", - " 3.2. Data in the Expected Format 1.0 14 \n", - " 5.3. Ensure Model Output Shape Aligns with Expe... 1.0 25 \n", - " 6.1. Verify Evaluation Metrics Implementation 1.0 18 \n", - " 6.2. Evaluate Model's Performance Against Thres... 1.0 24 \n", - "\n", - "score 1.0 \n", - "Repository Checklist Item Ground Truth \n", - "lightfm 3.5. Check for Duplicate Records in Data 0.0 0 \n", - " 5.3. Ensure Model Output Shape Aligns with Expe... 0.5 0 \n", - " 2.1. Ensure Data File Loads as Expected 1.0 30 \n", - " 3.2. Data in the Expected Format 1.0 0 \n", - " 4.2. Verify Data Split Proportion 1.0 19 \n", - " 6.1. Verify Evaluation Metrics Implementation 1.0 25 \n", - " 6.2. Evaluate Model's Performance Against Thres... 1.0 29 \n", - "qlib 3.5. Check for Duplicate Records in Data 0.0 0 \n", - " 2.1. Ensure Data File Loads as Expected 0.5 30 \n", - " 4.2. Verify Data Split Proportion 0.5 2 \n", - " 3.2. Data in the Expected Format 1.0 16 \n", - " 5.3. Ensure Model Output Shape Aligns with Expe... 1.0 4 \n", - " 6.1. Verify Evaluation Metrics Implementation 1.0 10 \n", - " 6.2. Evaluate Model's Performance Against Thres... 1.0 6 " - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_repo_run = pd.read_csv('score_by_repo_run_3.5-turbo.csv')\n", - "\n", - "df_repo_run = df_repo_run.merge(gt, on=['id', 'title', 'repo'])\n", - "\n", - "contingency_table = pd.pivot_table(\n", - " df_repo_run,\n", - " values='run', \n", - " index=['repo', 'id_title', 'ground_truth'], \n", - " columns=['score'],\n", - " aggfunc='count', \n", - " fill_value=0\n", - ")\n", - "contingency_table.index.names = ['Repository', 'Checklist Item', 'Ground Truth']\n", - "contingency_table.sort_index(level=[0, 2])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "afc06ca7-5f39-4293-8bdb-9d46558e7535", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "f23950d5-792f-4f0a-8e3a-1727b3598dd8", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.LayerChart(...)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "stds = df_repo__stat[['repo', 'std', 'id_title']].pivot(index='repo', columns='id_title').copy()\n", - "stds.columns = [col[1] for col in stds.columns]\n", - "stds = stds.reset_index()\n", - "stds = stds.melt(id_vars='repo', var_name='id_title')\n", - "\n", - "base = alt.Chart(stds)\n", - "\n", - "box = base.mark_boxplot(\n", - " color='grey',\n", - " opacity=0.5,\n", - " size=20,\n", - ").encode(\n", - " x=alt.X('value:Q').title('Standard Deviation of Scores'),\n", - " y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))\n", - ")\n", - "\n", - "stripplot = base.mark_circle(size=100).encode(\n", - " y=alt.Y( \n", - " 'id_title:N',\n", - " axis=alt.Axis(ticks=False, grid=True, labels=True), \n", - " scale=alt.Scale(), \n", - " ), \n", - " x='value:Q',\n", - " yOffset=\"jitter:Q\",\n", - " color=alt.Color('id_title:N', legend=None),\n", - " tooltip='repo'\n", - ").transform_calculate(\n", - " # Generate Gaussian jitter with a Box-Muller transform\n", - " jitter=\"sqrt(-2*log(random()))*cos(2*PI*random())\"\n", - ")\n", - "\n", - "(\n", - " box + stripplot\n", - ").configure_view( \n", - " stroke=None\n", - ").configure_axis( \n", - " labelFontSize=12, \n", - " titleFontSize=12\n", - ").properties(\n", - " height=300, \n", - " width=600,\n", - " title=\"30 Runs on Openja's Repositories for each Checklist Item\"\n", - ") " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1d493dc0-5b75-4348-a627-b1194e498b0d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "bade3842-185e-4369-a5d7-4356290df058", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.FacetChart(...)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_repo_4o__stat = pd.read_csv('score_stat_by_repo_4o.csv')\n", - "df_repo_4o__stat_with_gt = df_repo_4o__stat.merge(gt, on=['id', 'title', 'repo'])\n", - "df_repo_4o__stat_with_gt['model'] = 'gpt-4o'\n", - "\n", - "df_repo_35turbo__stat_with_gt = df_repo__stat_with_gt.query(\"repo == 'lightfm'\").copy()\n", - "df_repo_35turbo__stat_with_gt['model'] = 'gpt-3.5-turbo'\n", - "\n", - "df_model_comp = pd.concat(\n", - " (df_repo_35turbo__stat_with_gt, df_repo_4o__stat_with_gt), \n", - " axis=0\n", - ")\n", - "\n", - "base = alt.Chart(\n", - " df_model_comp\n", - ").transform_calculate(\n", - " min=\"max(0, datum.mean-datum.std)\",\n", - " max=\"min(1, datum.mean+datum.std)\"\n", - ")\n", - " \n", - "# generate the points\n", - "points = base.mark_point(\n", - " filled=True,\n", - " size=50,\n", - " color='black'\n", - ").encode(\n", - " x=alt.X('mean:Q').scale(domainMin=0, domainMax=1).title(\"Score\").axis(\n", - " labelExpr=\"datum.value % 0.5 ? null : datum.label\"\n", - " ),\n", - " y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))#.scale(domainMin=0, domainMax=1).title('Score'),\n", - ")\n", - "\n", - "# generate the points for ground truth\n", - "gt_points = base.mark_point(\n", - " filled=True,\n", - " size=200,\n", - " color='green',\n", - " shape=\"diamond\"\n", - ").encode(\n", - " x=alt.X('ground_truth:Q'),\n", - " y=alt.Y('id_title:N')\n", - ")\n", - "\n", - "# generate the error bars\n", - "errorbars = base.mark_errorbar().encode(\n", - " x=alt.X(\"min:Q\").title('1 SD'), #\"id:N\",\n", - " x2=\"max:Q\",\n", - " y=\"id_title:N\"\n", - ")\n", - "\n", - "(gt_points + points + errorbars).facet(\n", - " column=alt.Column('model:N').title(None)\n", - ").configure_axis( \n", - " labelFontSize=12, \n", - " titleFontSize=12\n", - ")\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1af0fef8-2c34-4166-affe-93224c639cf9", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python [conda env:fixml]", - "language": "python", - "name": "conda-env-fixml-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/report/final_report/04_plots-for-presentations.ipynb b/report/final_report/04_plots-for-presentations.ipynb deleted file mode 100644 index 8df4f9a..0000000 --- a/report/final_report/04_plots-for-presentations.ipynb +++ /dev/null @@ -1,840 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 5, - "id": "4b9fb96f-b1fc-42f5-b9ab-a1dc95802b71", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: scipy in /Users/johnshiu/miniconda3/envs/test-creation/lib/python3.12/site-packages (1.13.1)\n", - "Collecting altair\n", - " Using cached altair-5.3.0-py3-none-any.whl.metadata (9.2 kB)\n", - "Requirement already satisfied: numpy<2.3,>=1.22.4 in /Users/johnshiu/miniconda3/envs/test-creation/lib/python3.12/site-packages (from scipy) (1.26.4)\n", - "Requirement already satisfied: jinja2 in /Users/johnshiu/miniconda3/envs/test-creation/lib/python3.12/site-packages (from altair) (3.1.4)\n", - "Requirement already satisfied: jsonschema>=3.0 in /Users/johnshiu/miniconda3/envs/test-creation/lib/python3.12/site-packages (from altair) (4.22.0)\n", - "Requirement already satisfied: packaging in /Users/johnshiu/miniconda3/envs/test-creation/lib/python3.12/site-packages (from altair) (23.2)\n", - "Requirement already satisfied: pandas>=0.25 in /Users/johnshiu/miniconda3/envs/test-creation/lib/python3.12/site-packages (from altair) (2.2.2)\n", - 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"id": "0c53326d-6c47-435e-bf4d-c4e2ca98667f", - "metadata": {}, - "outputs": [], - "source": [ - "import scipy\n", - "import pickle\n", - "import json\n", - "import yaml\n", - "import pandas as pd\n", - "import altair as alt\n", - "from collections import Counter" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "c4f22517-a1cb-4ccf-a15a-536e50e28462", - "metadata": {}, - "outputs": [], - "source": [ - "def get_report(response):\n", - " report = []\n", - " for result in response.call_results:\n", - " if result.parsed_response:\n", - " resp = result.parsed_response['results']\n", - " for item in resp:\n", - " item['file'] = result.files_evaluated[0] \n", - " item['success'] = result.success\n", - " report.append(item)\n", - " else:\n", - " report.append({\n", - " 'ID': '2.1', # FIXME\n", - " 'Title': '',\n", - " 'Requirement': '',\n", - " 'Observation': '',\n", - " 'Functions': [],\n", - " 'Evaluation': '',\n", - " 'Score': 0,\n", - " 'file': result.files_evaluated[0],\n", - " 'success': result.success\n", - " })\n", - " return pd.DataFrame(report)\n", - "\n", - "def get_report_json(response):\n", - " report = []\n", - " for result in response['call_results']:\n", - " if result['parsed_response']:\n", - " resp = result['parsed_response']['results']\n", - " for item in resp:\n", - " item['file'] = result['files_evaluated'][0] \n", - " item['success'] = result['success']\n", - " report.append(item)\n", - " else:\n", - " report.append({\n", - " 'ID': '2.1', # FIXME\n", - " 'Title': '',\n", - " 'Requirement': '',\n", - " 'Observation': '',\n", - " 'Functions': [],\n", - " 'Evaluation': '',\n", - " 'Score': 0,\n", - " 'file': result.files_evaluated[0],\n", - " 'success': result.success\n", - " })\n", - " return pd.DataFrame(report)\n", - "\n", - "def extract_file_and_scores(resp_path, verbose=False):\n", - " if verbose:\n", - " print(resp_path)\n", - " with open(resp_path, 'rb') as file:\n", - " try:\n", - " response = pickle.load(file)\n", - " report = get_report(response)\n", - " except:\n", - " response = json.load(file)\n", - " report = get_report_json(response)\n", - " df = (\n", - " report\n", - " .pivot(index='file', columns='ID', values='Score')\n", - " .rename_axis(None, axis=1)\n", - " )\n", - " df['success'] = report.groupby(['file'])['success'].all()\n", - " df['response_path'] = resp_path\n", - " return df.reset_index()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "0adf5c7e-e006-4eca-8dd4-dec3b31a17db", - "metadata": {}, - "outputs": [], - "source": [ - "checklist_ids = ['2.1', '3.2', '3.5', '4.2', '5.3', '6.1', '6.2']\n", - "\n", - "def read_and_preprocess(result_path):\n", - " with open(result_path, 'r') as file:\n", - " config = pd.DataFrame(yaml.safe_load(file))\n", - " \n", - " # prepare score data by repo, run, file\n", - " tmp = [\n", - " extract_file_and_scores(path) for path in config['response_path'] # FIXME: excluded deepchem\n", - " ]\n", - " tmp = pd.concat(tmp, axis=0).reset_index(drop=True)\n", - " \n", - " raw_df_repo_run_file = config.merge(tmp, on='response_path', how='left')\n", - "\n", - " # filter non-test files in qlib\n", - " df_repo_run_file = raw_df_repo_run_file.query('(repo != \"qlib\") | (file.str.contains(\"../data/raw/openja/qlib/tests/\"))')\n", - " \n", - " # prepare score data by repo, run\n", - " df_repo_run = df_repo_run_file.groupby(['repo', 'run']).agg({\n", - " id: ['max'] for id in checklist_ids\n", - " })\n", - " df_repo_run.columns = [col[0] for col in df_repo_run.columns]\n", - " df_repo_run = df_repo_run.reset_index()\n", - " \n", - " # prepare statistics of scores by repo\n", - " df_repo__stat = df_repo_run.groupby(['repo']).agg({\n", - " id: ['mean', 'std', 'count'] for id in checklist_ids\n", - " })\n", - " df_repo__stat = pd.melt(df_repo__stat.reset_index(), id_vars=[('repo', '')])\n", - " df_repo__stat.columns = ['repo', 'id', 'stat', 'value']\n", - " df_repo__stat = (\n", - " df_repo__stat.pivot(index=['repo', 'id'], columns='stat', values='value')\n", - " .reset_index()\n", - " .rename_axis(None, axis=1)\n", - " )\n", - " \n", - " # prepare counting of scores by repo\n", - " df_repo__count = df_repo_run.groupby(['repo'])['2.1'].apply(Counter).reset_index()\n", - " for id in checklist_ids[1:]:\n", - " df_repo__count = df_repo__count.merge(\n", - " df_repo_run.groupby(['repo'])[id].apply(Counter).reset_index(),\n", - " on=['repo', 'level_1'],\n", - " how='outer'\n", - " )\n", - " \n", - " df_repo__count = df_repo__count.fillna(0)\n", - "\n", - " return (df_repo_run_file, df_repo_run, df_repo__stat, df_repo__count)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "3e8d7502-aab7-404c-8da1-11fd58970783", - "metadata": {}, - "outputs": [], - "source": [ - "# Ground truth\n", - "ground_truth = pd.DataFrame([\n", - " {'repo': 'lightfm', 'id': '2.1', 'score': 1},\n", - " {'repo': 'lightfm', 'id': '3.2', 'score': 1},\n", - " {'repo': 'lightfm', 'id': '3.5', 'score': 0},\n", - " {'repo': 'lightfm', 'id': '4.2', 'score': 1},\n", - " {'repo': 'lightfm', 'id': '5.3', 'score': 0.5},\n", - " {'repo': 'lightfm', 'id': '6.1', 'score': 1},\n", - " {'repo': 'lightfm', 'id': '6.2', 'score': 1},\n", - " {'repo': 'qlib', 'id': '2.1', 'score': 0.5},\n", - " {'repo': 'qlib', 'id': '3.2', 'score': 1},\n", - " {'repo': 'qlib', 'id': '3.5', 'score': 0},\n", - " {'repo': 'qlib', 'id': '4.2', 'score': 0.5},\n", - " {'repo': 'qlib', 'id': '5.3', 'score': 1},\n", - " {'repo': 'qlib', 'id': '6.1', 'score': 1},\n", - " {'repo': 'qlib', 'id': '6.2', 'score': 1},\n", - " {'repo': 'DeepSpeech', 'id': '2.1', 'score': 0},\n", - " {'repo': 'DeepSpeech', 'id': '3.2', 'score': 0},\n", - " {'repo': 'DeepSpeech', 'id': '3.5', 'score': 0},\n", - " {'repo': 'DeepSpeech', 'id': '4.2', 'score': 0},\n", - " {'repo': 'DeepSpeech', 'id': '5.3', 'score': 0},\n", - " {'repo': 'DeepSpeech', 'id': '6.1', 'score': 0},\n", - " {'repo': 'DeepSpeech', 'id': '6.2', 'score': 0},\n", - "])" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "82a13f65-fbb1-4dcf-ba25-f886df8b1300", - "metadata": {}, - "outputs": [], - "source": [ - "id_item_map = {\n", - " '2.1': 'Ensure Data File Loads as Expected',\n", - " '3.2': 'Data in the Expected Format',\n", - " '3.5': 'Check for Duplicate Records in Data',\n", - " '4.2': 'Verify Data Split Proportion',\n", - " '5.3': 'Ensure Model Output Shape Aligns with Expectation',\n", - " '6.1': 'Verify Evaluation Metrics Implementation',\n", - " '6.2': \"Evaluate Model's Performance Against Thresholds\"\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "cd4973c9-04da-4a34-a7c5-eec7ffb96836", - "metadata": {}, - "outputs": [], - "source": [ - "#result_path = '../draft/batch_run_results/record_combine.yml'\n", - "df_repo_run_file, df_repo_run, df_repo__stat, df_repo__count = read_and_preprocess(\n", - " '../data/processed/batch_run/record_combine.yml'\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "8b502f24-16d6-432c-96c8-3d245fb52023", - "metadata": {}, - "source": [ - "### Accuracy: Contingency table" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "23e0de2e-cf32-49fe-b4ec-450a8975e422", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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System Output0.00.51.0
RepositoryIDTitleGround Truth
lightfm3.5Check for Duplicate Records in Data0.01965
5.3Ensure Model Output Shape Aligns with Expectation0.518120
4.2Verify Data Split Proportion1.00273
\n", - "
" - ], - "text/plain": [ - "System Output 0.0 \\\n", - "Repository ID Title Ground Truth \n", - "lightfm 3.5 Check for Duplicate Records in Data 0.0 19 \n", - " 5.3 Ensure Model Output Shape Aligns with Expectation 0.5 18 \n", - " 4.2 Verify Data Split Proportion 1.0 0 \n", - "\n", - "System Output 0.5 \\\n", - "Repository ID Title Ground Truth \n", - "lightfm 3.5 Check for Duplicate Records in Data 0.0 6 \n", - " 5.3 Ensure Model Output Shape Aligns with Expectation 0.5 12 \n", - " 4.2 Verify Data Split Proportion 1.0 27 \n", - "\n", - "System Output 1.0 \n", - "Repository ID Title Ground Truth \n", - "lightfm 3.5 Check for Duplicate Records in Data 0.0 5 \n", - " 5.3 Ensure Model Output Shape Aligns with Expectation 0.5 0 \n", - " 4.2 Verify Data Split Proportion 1.0 3 " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cont_table = pd.melt(\n", - " df_repo_run.query('(repo == \"lightfm\")')[['repo', 'run', '3.5', '4.2', '5.3']], \n", - " id_vars=['repo', 'run'], var_name='id', value_name='System Output')\n", - "cont_table = pd.merge(cont_table, ground_truth, how='inner', on=['repo', 'id'])\n", - "cont_table = cont_table.rename(columns={'score': 'ground_truth'})\n", - "cont_table['title'] = cont_table['id'].apply(lambda x: id_item_map[x])\n", - "#cont_table = cont_table[['repo', 'title', 'ground_truth', 'System Output', 'run']]\n", - "cont_table = pd.pivot_table(cont_table, values='run', index=['repo', 'id', 'title', 'ground_truth'], columns=['System Output'], aggfunc='count', fill_value=0)\n", - "cont_table.index.names = ['Repository', 'ID', 'Title', 'Ground Truth']\n", - "cont_table.sort_index(level=3)" - ] - }, - { - "cell_type": "markdown", - "id": "819e9f5a-f23a-4941-83b8-1d7da147ee36", - "metadata": {}, - "source": [ - "### Consistency: jitterbox plot" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "2db359f4-b563-4224-b55c-501e529be7e7", - "metadata": {}, - "outputs": [], - "source": [ - "stds = df_repo__stat[['repo', 'std', 'id']].pivot(index='repo', columns='id').copy()\n", - "stds.columns = [col[1] for col in stds.columns]\n", - "stds = stds.reset_index()\n", - "stds = stds.melt(id_vars='repo', var_name='id')\n", - "stds['title'] = stds['id'].apply(lambda x: id_item_map[x])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "2503b881-60c1-4c49-a2f8-449f59f98057", - "metadata": {}, - "outputs": [], - "source": [ - "box = alt.Chart().mark_boxplot(\n", - " color='grey',\n", - " opacity=0.5,\n", - " size=20,\n", - ").encode(\n", - " x=alt.X('value:Q').title('System Output Uncertainty'),\n", - " y=alt.Y('title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))\n", - ")\n", - "\n", - "stripplot = alt.Chart().mark_circle(size=100).encode(\n", - " y=alt.Y( \n", - " 'title:N',\n", - " axis=alt.Axis(ticks=False, grid=True, labels=True), \n", - " scale=alt.Scale(), \n", - " ), \n", - " x='value:Q',\n", - " yOffset=\"jitter:Q\",\n", - " color=alt.Color('id:N', legend=None),\n", - " tooltip='repo'\n", - ").transform_calculate(\n", - " # Generate Gaussian jitter with a Box-Muller transform\n", - " jitter=\"sqrt(-2*log(random()))*cos(2*PI*random())\"\n", - ")\n", - "\n", - "plot = alt.layer(\n", - " box,\n", - " stripplot,\n", - " data=stds\n", - ").configure_view( \n", - " stroke=None\n", - ").configure_axis( \n", - " labelFontSize=12, \n", - " titleFontSize=12\n", - ").properties(\n", - " height=300, \n", - " width=600,\n", - " title=\"30 Runs on Openja's Repositories for each Checklist Item\"\n", - ") " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "24e1784c-37af-4b54-bcf0-fa2b549117dc", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.LayerChart(...)" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "plot" - ] - }, - { - "cell_type": "markdown", - "id": "d420faf6-6869-49c9-8f8d-13cc7208f7fa", - "metadata": {}, - "source": [ - "### improvement from 3.5 to 4o" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "125066d9-268a-4689-878d-945c20d55d2a", - "metadata": {}, - "outputs": [], - "source": [ - "#result_path = '../draft/batch_run_results/record_combine.yml'\n", - "df_repo_run_file_4o, df_repo_run_4o, df_repo_4o__stat, df_repo_4o__count = read_and_preprocess(\n", - " '../data/processed/batch_run_4o/record_combine.yml'\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "9f11eb92-9948-4193-a35d-608ebf52a60c", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
repoidcountmeanstd
0lightfm2.130.01.00.0
1lightfm3.230.01.00.0
2lightfm3.530.01.00.0
3lightfm4.230.01.00.0
4lightfm5.330.01.00.0
5lightfm6.130.01.00.0
6lightfm6.230.01.00.0
\n", - "
" - ], - "text/plain": [ - " repo id count mean std\n", - "0 lightfm 2.1 30.0 1.0 0.0\n", - "1 lightfm 3.2 30.0 1.0 0.0\n", - "2 lightfm 3.5 30.0 1.0 0.0\n", - "3 lightfm 4.2 30.0 1.0 0.0\n", - "4 lightfm 5.3 30.0 1.0 0.0\n", - "5 lightfm 6.1 30.0 1.0 0.0\n", - "6 lightfm 6.2 30.0 1.0 0.0" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_repo_4o__stat" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "92ab93c0-d59a-4e3f-b02c-cf5acd3d85b4", - "metadata": {}, - "outputs": [], - "source": [ - "df1 = df_repo__stat.query('(repo == \"lightfm\") & (id == \"4.2\")').copy()\n", - "df1['model'] = ['gpt-3.5-turbo']\n", - "\n", - "df2 = df_repo_4o__stat.query('(repo == \"lightfm\") & (id == \"4.2\")').copy()\n", - "df2['model'] = ['gpt-4o']\n", - "\n", - "df_model_comp = pd.concat((df1, df2), axis=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "4e511ebd-7779-467f-9b73-87d97681cd92", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "
\n", - "" - ], - "text/plain": [ - "alt.LayerChart(...)" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "base = alt.Chart(df_model_comp).transform_calculate(\n", - " min=\"max(0, datum.mean-datum.std)\",\n", - " max=\"min(1, datum.mean+datum.std)\"\n", - ")\n", - " \n", - "# generate the points\n", - "points = base.mark_point(\n", - " filled=True,\n", - " size=50,\n", - " color='black'\n", - ").encode(\n", - " x=alt.X('mean:Q').scale(domainMin=0, domainMax=1).title(\"System Output\").axis(\n", - " labelExpr=\"datum.value % 0.5 ? null : datum.label\"\n", - " ),\n", - " y=alt.Y('model:N').title(\"Model\")#.scale(domainMin=0, domainMax=1).title('Score'),\n", - ")\n", - " \n", - "# generate the error bars\n", - "errorbars = base.mark_errorbar().encode(\n", - " x=alt.X(\"min:Q\").title('1 SD'), #\"id:N\",\n", - " x2=\"max:Q\",\n", - " y=\"model:N\"\n", - ")\n", - "\n", - "(points + errorbars).configure_axis( \n", - " labelFontSize=12, \n", - " titleFontSize=12\n", - ").properties(\n", - " height=200,\n", - " width=400,\n", - " title={\n", - " 'text': '30 Runs on Checklist Item: \"Ensure Data File Loads as Expected\"',\n", - " 'subtitle': \"Ground Truth = 1\"\n", - " }\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7da5dd98-a6fb-4397-8c49-328dea205de8", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python [conda env:test-creation]", - "language": "python", - "name": "conda-env-test-creation-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/report/final_report/docs/final_report.html b/report/final_report/docs/final_report.html deleted file mode 100644 index 9f4d0ee..0000000 --- a/report/final_report/docs/final_report.html +++ /dev/null @@ -1,1356 +0,0 @@ - - - - - - - - - -final_report - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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Final Report - Checklists and LLM prompts for efficient and effective test creation in data analysis

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by John Shiu, Orix Au Yeung, Tony Shum, Yingzi Jin

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Executive Summary

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#FIXME

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Introduction

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Problem Statement

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The global artificial intelligence (AI) market is growing exponentially ((Grand-View-Research 2021)), driven by its ability to autonomously make complex decisions impacting various aspects of human life, including financial transactions, autonomous transportation, and medical diagnosis.

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However, ensuring the software quality of these systems remains a significant challenge ((Openja et al. 2023)). Specifically, the lack of a standardized and comprehensive approach to testing machine learning (ML) systems introduces potential risks to stakeholders. For example, inadequate quality assurance in ML systems can lead to severe consequences, such as misinformation ((Belanger 2024)), social bias ((Nunwick 2023)), substantial financial losses ((Regidi 2019)) and safety hazards ((Shepardson 2023))

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Therefore, defining and promoting an industry standard and establishing robust testing methodologies for these systems is crucial. But how?

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Our Objectives

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We propose to develop testing suites diagnostic tools based on Large Language Models (LLMs) and curate checklists based on ML research papers and best practices to facilitate comprehensive testing of ML systems with flexibility. Our goal is to enhance applied ML software’s trustworthiness, quality, and reproducibility across both the industry and academia (Kapoor and Narayanan 2022).

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Data Science Methods

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Current Approaches

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To ensure the reproducibility, trustworthiness, and lack of bias in ML systems, comprehensive testing is essential. We outlined some traditional approaches for assessing the completeness of ML system tests with their advantages and drawbacks as follows.

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  1. Code Coverage
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Code coverage measures the proportion of source code of a program executed when a particular test suite is run. Widely used in software development, it quantifies test quality and is scalable due to its short processing time. However, it cannot indicate the reasons or specific ML areas where the test suites fall short under the context of ML system development.

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  1. Manual Evaluation
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Manual evaluation involves human experts reviewing the source code, whom can take the business logic into considerations and identify vulnerabilites. It often provides context-specific improvement suggestions and remains one of the most reliable practices ((Openja et al. 2023), (Alexander et al. 2023)). However, it is time-consuming and not scalable due to the scarcity of human experts. Moreover, different experts might put emphasis on different ML test areas and lack a comprehensive and holistic review of the ML system test suites.

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Our Approach

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Our approach is to deliver an automated code review tool with the best practices of ML test suites embedded. This tool aims to educate ML users on best practices while providing comprehensive evaluations of their ML system codes.

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To establish these best practices, we utilized data from ML research papers and recognized online resources. In collaboration with our partner, we researched industrial best practices ((Team 2023), (Jordan 2020)) and academic literature ((Openja et al. 2023)), and consolidated testing strategies into a human-readable and machine-friendly checklist that can be embedded into the automated tool.

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For development, we collected 11 GitHub repositories of ML projects as studied in (Openja et al. 2023). These Python-based projects include comprehensive test suites. Our tool should be able to analyze these test suites, compare them with embedded best practices, and deliver evaluations.

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We expect that our approach will provide scalable and reliable test suite evaluations for multiple ML projects. However, we recognize that our current best practices only focus on a few high-priority test areas due to time constraints. We plan to expand this scope in the future. While our tool’s evaluations are not yet as reliable as human evaluations, we will quantify its performance.

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Success Metrics

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To properly assess the performance of our tool which leverages LLMs capability, we have taken reference of the methods in (Alexander et al. 2023) and defined two success metrics: accuracy and consistency. These metrics will help users (researchers, ML engineers, etc.) gauge the trustworthiness of our tool’s evaluation results.

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  1. Accuracy vs Human Expert Judgement
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We run our tool on ML projects from (Openja et al. 2023) to obtain evaluation results for each ML checklist item. These results are then compared with our manually assessed ground truth data based on the same criteria. Accuracy is calculated as the proportion of matching results to the total number of results.

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  1. Consistency
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We perform multiple runs on each ML project to obtain evaluation results for each checklist item. Consistency is measured by calculating the standard deviation of these results across multiple runs for each project.

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Data Product & Results

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Data Products

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Our solution includes a curated checklist for robust ML testing and a Python package for checklist-based evaluation of ML project testing robustness using LLMs. The package is publicly available on the Python Packaging Index (PyPI).

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Justifications for these products are:

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  • Checklists have been shown to reduce errors in software systems and promote code submissions ((Gawande 2010), (Pineau et al. 2021)).
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  • Python is widely used in ML, compatible with various OSes, and integrates well with LLMs. These ensure the ease of use and development.
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How to use the product

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There are two ways to make use of this package:

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  1. As a CLI tool. A runnable command fixml is provided by the package. Once installed, users can perform codebase evaluations, generate test function specifications, and more by running subcommands under fixml in the terminal.

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  2. As a high-level API. Users can import necessary components from the package into their own systems. Documentation is available through docstrings.

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By offering it as both CLI tool and API, our product is user-friendly to interact with, and versatile to support various use cases such as web application development and scientific research.

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System Design

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(FIXME To be revised) image

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The design of our package follows object-oriented and SOLID principles, which is fully modularity. Users can easily switch between different prompts, models, and checklists, which facilitates code reusability and collaboration to extend its functionality.

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There are five components in the system of our package:

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It extracts test suites from the input codebase, to ensure only the most relevants details are provided to LLMs given token limits.

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  1. Prompt Templates
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It stores prompt templates for instructing LLMs to generate responses in the expected format.

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  1. Checklist
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It reads the curated checklist from a CSV file into a dictionary with a fixed schema for LLM injection. The package includes a default checklist for distribution.

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  1. Runners
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It includes the Evaluator module, which assesses each test suite file using LLMs and outputs evaluation results, and the Generator module, which creates test specifications. Both modules feature validation, retry logic, and record response and relevant information.

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  1. Parsers
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It converts Evaluator responses into evaluation reports in various formats (HTML, PDF) using the Jinja template engine, which enables customizable report structures.

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Checklist Design

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The embedded checklist contains best practices for testing ML pipelines, and is curated from ML research and recognized online resources. Prompt engineering further improves performance. THis helps mitigate LLM hallucinations ((Zhang et al. 2023)) by ensuring strict adherence to the checklist.

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Example checklist structure:

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ColumnDescription
IDUnique Identifier of the checklist item
TopicTest Area of the checklist item
TitleTitle of the checklist item
RequirementPrompt for the checklist item to be injected into LLMs for evaluation
ExplanationsDetailed explanations for human understanding
ReferenceReferences for the checklist item, e.g., academic papers
Is Evaluator ApplicableIndicates if the checklist item is used during evaluation (0 = No, 1 = Yes)
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(FIXME To be revised)

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Artifacts

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Using our package results in three artifacts:

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  1. Evaluation Responses
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These responses include both LLM evaluation results and process metadata stored in JSON format.This supports downsteam tasks like report rendering and scientific research, etc.

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(FIXME To be revised) schema of the JSON saved & what kind of information is stored

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  1. Evaluation Report
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This report presents structured evaluation results of ML projects, which includes a detailed breakdown of completeness scores and reasons for each score.

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(FIXME To be revised)

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  1. Test Specification Script
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Generated test specifications are stored as Python scripts.

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(FIXME To be revised)

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Evaluation Results

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As described in Success Metrics, we conducted 30 iterations on each repository from (Openja et al. 2023) and examined the breakdown of the completeness score to assess our tool’s evaluation quality.

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(FIXME: would it be better to show a table of the repos? like how the Openja does?)

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  1. Accuracy
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We targeted 3 of the repositories (lightfm, qlib, DeepSpeech) for human evaluation compared our tool’s outputs with the ground truth.

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import pandas as pd
-gt = pd.read_csv('ground_truth.csv')
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idtitleDeepSpeechlightfmqlib
02.1Ensure Data File Loads as Expected0.01.00.5
13.2Data in the Expected Format0.01.01.0
23.5Check for Duplicate Records in Data0.00.00.0
34.2Verify Data Split Proportion0.01.00.5
45.3Ensure Model Output Shape Aligns with Expectation0.00.51.0
56.1Verify Evaluation Metrics Implementation0.01.01.0
66.2Evaluate Model's Performance Against Thresholds0.01.01.0
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Ground truth data for the 3 repositories. (1 = fully satisfied, 0.5 = partially satisfied, 0 = not satisfied)

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# FIXME: jitter-mean-sd plot (checklist item vs. score) for each repo
-import altair as alt
-import pandas as pd
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-df_repo__stat = pd.read_csv('score_stat_by_repo_3.5-turbo.csv')
-gt = pd.read_csv('ground_truth.csv')
-gt = gt.melt(id_vars=['id', 'title'], var_name='repo', value_name='ground_truth')
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-df_repo__stat_with_gt = df_repo__stat.merge(gt, on=['id', 'title', 'repo'])
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-base = alt.Chart(
-    df_repo__stat_with_gt.query('repo in ["lightfm", "qlib", "DeepSpeech"]')
-).transform_calculate(
-    min="max(0, datum.mean-datum.std)",
-    max="min(1, datum.mean+datum.std)"
-)
-    
-# generate the points
-points = base.mark_point(
-    filled=True,
-    size=50,
-    color='black'
-).encode(
-    x=alt.X('mean:Q').scale(domainMin=0, domainMax=1).title("Score").axis(
-        labelExpr="datum.value % 0.5 ? null : datum.label"
-    ),
-    y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))#.scale(domainMin=0, domainMax=1).title('Score'),
-)
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-# generate the points for ground truth
-gt_points = base.mark_point(
-    filled=True,
-    size=200,
-    color='green',
-    shape="diamond"
-).encode(
-    x=alt.X('ground_truth:Q'),
-    y=alt.Y('id_title:N')
-)
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-# generate the error bars
-errorbars = base.mark_errorbar().encode(
-    x=alt.X("min:Q").title('1 SD'), #"id:N",
-    x2="max:Q",
-    y="id_title:N"
-)
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-(gt_points + points + errorbars).facet(
-    column=alt.Column('repo:N').title(None)
-).configure_axis( 
-    labelFontSize=12, 
-    titleFontSize=12
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Comparison of our system’s satisfaction determination versus the ground truth for each checklist item and repository

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Our tool tends to underrate satisfying cases, which often classifies fully satisfied items as partially satisfied and partially satisfied items as not satisfied.

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df_repo_run = pd.read_csv('score_by_repo_run_3.5-turbo.csv')
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-df_repo_run = df_repo_run.merge(gt, on=['id', 'title', 'repo'])
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-contingency_table = pd.pivot_table(
-    df_repo_run,
-    values='run', 
-    index=['repo', 'id_title', 'ground_truth'], 
-    columns=['score'],
-    aggfunc='count', 
-    fill_value=0
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-contingency_table.index.names = ['Repository', 'Checklist Item', 'Ground Truth']
-contingency_table.sort_index(level=[0, 2])
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score0.00.51.0
RepositoryChecklist ItemGround Truth
lightfm3.5. Check for Duplicate Records in Data0.03000
5.3. Ensure Model Output Shape Aligns with Expectation0.51290
2.1. Ensure Data File Loads as Expected1.00030
3.2. Data in the Expected Format1.00300
4.2. Verify Data Split Proportion1.001119
6.1. Verify Evaluation Metrics Implementation1.00525
6.2. Evaluate Model's Performance Against Thresholds1.00129
qlib3.5. Check for Duplicate Records in Data0.02370
2.1. Ensure Data File Loads as Expected0.50030
4.2. Verify Data Split Proportion0.53252
3.2. Data in the Expected Format1.001416
5.3. Ensure Model Output Shape Aligns with Expectation1.01254
6.1. Verify Evaluation Metrics Implementation1.021810
6.2. Evaluate Model's Performance Against Thresholds1.00246
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Contingency table of our system’s satisfaction determination versus the ground truth

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The accuracy issue may be attributed to a need to improve our checklist prompts.

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  1. Consistency
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As the completeness scores from LLMs contain randomness, we examined the consistency of completeness scores across checklist items and repositories.

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stds = df_repo__stat[['repo', 'std', 'id_title']].pivot(index='repo', columns='id_title').copy()
-stds.columns = [col[1] for col in stds.columns]
-stds = stds.reset_index()
-stds = stds.melt(id_vars='repo', var_name='id_title')
-
-base = alt.Chart(stds)
-
-box = base.mark_boxplot(
-    color='grey',
-    opacity=0.5,
-    size=20,
-).encode(
-    x=alt.X('value:Q').title('Standard Deviation of Scores'),
-    y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))
-)
-
-stripplot = base.mark_circle(size=100).encode(
-    y=alt.Y( 
-        'id_title:N',
-        axis=alt.Axis(ticks=False, grid=True, labels=True), 
-        scale=alt.Scale(), 
-    ), 
-    x='value:Q',
-    yOffset="jitter:Q",
-    color=alt.Color('id_title:N', legend=None),
-    tooltip='repo'
-).transform_calculate(
-    # Generate Gaussian jitter with a Box-Muller transform
-    jitter="sqrt(-2*log(random()))*cos(2*PI*random())"
-)
-
-(
-    box + stripplot
-).configure_view( 
-    stroke=None
-).configure_axis( 
-    labelFontSize=12, 
-    titleFontSize=12
-).properties(
-    height=300, 
-    width=600,
-    title="30 Runs on Openja's Repositories for each Checklist Item"
-)
-
-
- - -
- -
-
-
-

Standard deviations of the score for each checklist item. Each dot represents the standard deviation of scores from 30 runs of a single repository.

-
-

We identified two diverging cases:

-
    -
  1. High Standard Deviations
    2. -
-

Items like 3.2 Data in the Expected Format showed high standard deviations across repositories. This might indicate potential poor prompt quality for the LLM to produce consistent results. Improved prompt engineering could address this issue.

-
    -
  1. Outliers with High Standard Deviations
    2. -
-

Items like 5.3 Ensure Model Output Shape Aligns with Expectation had outliers with exceptionally high standard deviations, which is possibly due to unorthodox repositories. A careful manual examination is required for a more definitive conclusion.

-
-

Comparison of gpt-3.5-turbo and gpt-4o

-

To evaluate if newer LLMs improve performance, we preliminarily compared outputs from gpt-4o and gpt-3.5-turbo on the lightfm repository. We observed that gpt-4o consistently returned “Satisfied,” which deviated from the ground truth.

-
-
-Code -
# FIXME: jitter-mean-sd plot (checklist item vs. score) for each repo
-df_repo_4o__stat = pd.read_csv('score_stat_by_repo_4o.csv')
-df_repo_4o__stat_with_gt = df_repo_4o__stat.merge(gt, on=['id', 'title', 'repo'])
-df_repo_4o__stat_with_gt['model'] = 'gpt-4o'
-
-df_repo_35turbo__stat_with_gt = df_repo__stat_with_gt.query("repo == 'lightfm'").copy()
-df_repo_35turbo__stat_with_gt['model'] = 'gpt-3.5-turbo'
-
-df_model_comp = pd.concat(
-    (df_repo_35turbo__stat_with_gt, df_repo_4o__stat_with_gt), 
-    axis=0
-)
-
-base = alt.Chart(
-    df_model_comp
-).transform_calculate(
-    min="max(0, datum.mean-datum.std)",
-    max="min(1, datum.mean+datum.std)"
-)
-    
-# generate the points
-points = base.mark_point(
-    filled=True,
-    size=50,
-    color='black'
-).encode(
-    x=alt.X('mean:Q').scale(domainMin=0, domainMax=1).title("Score").axis(
-        labelExpr="datum.value % 0.5 ? null : datum.label"
-    ),
-    y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))#.scale(domainMin=0, domainMax=1).title('Score'),
-)
-
-# generate the points for ground truth
-gt_points = base.mark_point(
-    filled=True,
-    size=200,
-    color='green',
-    shape="diamond"
-).encode(
-    x=alt.X('ground_truth:Q'),
-    y=alt.Y('id_title:N')
-)
-
-# generate the error bars
-errorbars = base.mark_errorbar().encode(
-    x=alt.X("min:Q").title('1 SD'), #"id:N",
-    x2="max:Q",
-    y="id_title:N"
-)
-
-(gt_points + points + errorbars).facet(
-    column=alt.Column('model:N').title(None)
-).configure_axis( 
-    labelFontSize=12, 
-    titleFontSize=12
-)
-
-
- - -
- -
-
-
-

Comparison of satisfaction using gpt-4o versus gpt-3.5-turbo for each checklist item on lightfm

-
-

Further investigation into gpt-4o is required to determine its effectiveness in system performance.

-
-
-
-
-

Conclusion

-
-

Wrap Up

-

The development of FixML has been driven by the need of better quality assurance in ML systems and the current limitations of traditional testing methods on ML projects. FixML provides curated checklists and automated tools that enhance the evaluation and creation of test suites for ML projects. This in return, significantly reduces the time and effort required to assess the completeness of ML test suites, and thus promotes thorough and efficient assessment on ML projects.

-
-
-

Limitation & Future Improvement

-

While FixML provides substantial benefits, there are limitations and areas to be addressed in future development:

-
    -
  1. Specialized Checklist
    2. -
-

The default checklist is general and may not cover all requirements for different ML projects. Future development will focus on creating specialized checklists for tailored evaluations across various domains and project types. Collaboration with ML researchers is welcomed for creating specialized checklists based on specific use cases.

-
    -
  1. Enhanced Test Evaluator
    2. -
-

Our study reveals the accuracy and consistency issues on the evaluation results using OpenAI GPT-3.5-turbo model. Future improvements involves better prompt engineering techniques and support for multiple LLMs for enhanced performance and flexibility. User guidelines in prompt creation will be provided to facilitate collaboration with ML developers.

-
    -
  1. Customized Test Specification
    2. -
-

Future developments will integrate project-specific information to produce customized test function skeletons. This may further encourage users to create comprehensive tests.

-
    -
  1. Workflow Optimization #FIXME: have to review whether to include as it seems lower priority.
    2. -
-

The test evaluator and test specification generator are currently separate. Future improvements could embed a workflow engine that automatically takes actions based on LLM responses. This creates a more cohesive and efficient workflow, recues manual intervention, and improves overall system performance.

-
    -
  1. Performance Optimization #FIXME: have to review whether to include as it seems lower priority.
    2. -
-

As FixML handles large codebases and complex evaluations, performance optimization is essential. Future developments will focus on improving the speed and accuracy of LLM responses, reducing analysis and report generation times, and ensuring scalability for handling larger and more complex projects.

-

By addressing these limitations and implementing future improvements, we aim for FixML to achieve better performance and contribute to the development of better ML systems, and ultimately enhance human life.

-
-
-
- - - - -
- -

References

-
-Alexander, Rohan, Lindsay Katz, Callandra Moore, and Zane Schwartz. 2023. “Evaluating the Decency and Consistency of Data Validation Tests Generated by LLMs.” arXiv Preprint arXiv:2310.01402. -
-
-Belanger, Ashley. 2024. “Air Canada Must Honor Refund Policy Invented by Airline’s Chatbot.” Ars Technica. https://arstechnica.com/tech-policy/2024/02/air-canada-must-honor-refund-policy-invented-by-airlines-chatbot/. -
-
-Gawande, Atul. 2010. Checklist Manifesto, the (HB). Penguin Books India. -
-
-Grand-View-Research. 2021. “Artificial Intelligence Market Size, Share & Trends Analysis Report by Solution, by Technology (Deep Learning, Machine Learning), by End-Use, by Region, and Segment Forecasts, 2023 2030.” Grand View Research San Francisco. -
-
-Jordan, Jeremy. 2020. “Effective Testing for Machine Learning Systems.” https://www.jeremyjordan.me/testing-ml/. -
-
-Kapoor, Sayash, and Arvind Narayanan. 2022. “Leakage and the Reproducibility Crisis in ML-Based Science.” arXiv Preprint arXiv:2207.07048. -
-
-Nunwick, Alice. 2023. “ITutorGroup Settles AI Hiring Lawsuit Alleging Age Discrimination.” Verdict. https://www.verdict.co.uk/itutorgroup-settles-ai-hiring-lawsuit-alleging-age-discrimination/. -
-
-Openja, Moses, Foutse Khomh, Armstrong Foundjem, Zhen Ming, Mouna Abidi, Ahmed E Hassan, et al. 2023. “Studying the Practices of Testing Machine Learning Software in the Wild.” arXiv Preprint arXiv:2312.12604. -
-
-Pineau, Joelle, Philippe Vincent-Lamarre, Koustuv Sinha, Vincent Larivière, Alina Beygelzimer, Florence d’Alché-Buc, Emily Fox, and Hugo Larochelle. 2021. “Improving Reproducibility in Machine Learning Research (a Report from the Neurips 2019 Reproducibility Program).” Journal of Machine Learning Research 22 (164): 1–20. -
-
-Regidi, Asheeta. 2019. “SEBI’s Circular: The Black Box Conundrum and Misrepresentation in AI-Based Mutual Funds.” Firstpost. https://www.firstpost.com/business/sebis-circular-the-black-box-conundrum-and-misrepresentation-in-ai-based-mutual-funds-6625161.html. -
-
-Shepardson, David. 2023. “GM’s Cruise Recalling 950 Driverless Cars After Pedestrian Dragged in Crash.” Reuters. https://www.reuters.com/business/autos-transportation/gms-cruise-recall-950-driverless-cars-after-accident-involving-pedestrian-2023-11-08/. -
-
-Team, Microsoft Industry Solutions Engineering. 2023. “Testing Data Science and MLOps Code.” Testing Data Science and MLOps Code - Engineering Fundamentals Playbook. https://microsoft.github.io/code-with-engineering-playbook/machine-learning/ml-testing/. -
-
-Zhang, Yue, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, et al. 2023. “Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models.” https://arxiv.org/abs/2309.01219. -
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- - - - \ No newline at end of file diff --git a/report/final_report/docs/img/logo.png b/report/final_report/docs/img/logo.png deleted file mode 100644 index b0493fa..0000000 Binary files a/report/final_report/docs/img/logo.png and /dev/null differ diff --git a/report/final_report/docs/img/proposed_system_overview.png b/report/final_report/docs/img/proposed_system_overview.png deleted file mode 100644 index f830376..0000000 Binary files a/report/final_report/docs/img/proposed_system_overview.png and /dev/null differ diff --git a/report/final_report/docs/index.html b/report/final_report/docs/index.html deleted file mode 100644 index 09f42ed..0000000 --- a/report/final_report/docs/index.html +++ /dev/null @@ -1,8 +0,0 @@ - - - Redirect to final_report.html - - - - - diff --git a/report/final_report/docs/search.json b/report/final_report/docs/search.json deleted file mode 100644 index 0f3e480..0000000 --- a/report/final_report/docs/search.json +++ /dev/null @@ -1,79 +0,0 @@ -[ - { - "objectID": "proposal.html", - "href": "proposal.html", - "title": "Proposal Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "", - "text": "by John Shiu, Orix Au Yeung, Tony Shum, Yingzi Jin" - }, - { - "objectID": "proposal.html#executive-summary", - "href": "proposal.html#executive-summary", - "title": "Proposal Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Executive Summary", - "text": "Executive Summary\nThe rapid growth of global artificial intelligence (AI) markets presents opportunities and challenges. While AI systems have the potential to impact various aspects of human life, ensuring their software quality remains a significant concern. Current testing strategies for machine learning (ML) systems lack standardization and comprehensiveness, which poses risks to stakeholders, such as financial losses and safety hazards.\nOur proposal addresses this challenge by developing a manually curated checklist which contains best practices and recommendations in testing ML systems. Additionally, an end-to-end application incorporating the checklist and Large Language Model (LLM) will be developed to analyze given ML system source codes and provide test completeness evaluation, missing test recommendations, and test function specification generation. Our proposed solution will enable users to systematically assess, improve, and include tests tailored to their ML systems through a combination of human expertise codified within the checklist and parametric memory from LLMs.\nIn the following weeks, we will develop and refine our product through a swift and efficient iterative development approach, with the aim to deliver a rigorously tested and fully-documented system to our partners by the end of the project." - }, - { - "objectID": "proposal.html#introduction", - "href": "proposal.html#introduction", - "title": "Proposal Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Introduction", - "text": "Introduction\n\nProblem Statement\nThe global artificial intelligence (AI) market is growing exponentially (Grand-View-Research 2021), driven by its ability to autonomously make complex decisions impacting various aspects of human life, including financial transactions, autonomous transportation, and medical diagnosis.\nHowever, ensuring the software quality of these systems remains a significant challenge (Openja et al. 2023). Specifically, the lack of a standardized and comprehensive approach to testing machine learning (ML) systems introduces potential risks to stakeholders. For example, inadequate quality assurance in ML systems can lead to severe consequences, such as substantial financial losses (Regidi 2019) and safety hazards.\nTherefore, defining and promoting an industry standard and establishing robust testing methodologies for these systems is crucial. But how?\n\n\nOur Objectives\nWe propose to develop testing suites diagnostic tools based on Large Language Models (LLMs) and curate a checklist to facilitate comprehensive testing of ML systems with flexibility. Our goal is to enhance applied ML software’s trustworthiness, quality, and reproducibility across both the industry and academia (Kapoor and Narayanan 2022)." - }, - { - "objectID": "proposal.html#our-product", - "href": "proposal.html#our-product", - "title": "Proposal Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Our Product", - "text": "Our Product\nOur solution offers an end-to-end application for evaluating and enhancing the robustness of users’ ML systems.\n\n\n\nMain components and workflow of the proposed system. The checklist would be written in YAML to maximize readability for both humans and machines. We hope this will encourage researchers/users to read, understand and modify the checklist items, while keeping the checklist closely integrated with other components in our system.\n\n\nOne big challenge in utilizing LLMs to reliably and consistently evaluate ML systems is their tendency to generate illogical and/or factually wrong information known as hallucination (Zhang et al. 2023).\nTo combat this, the proposed system will incorporate a checklist (Fig. 1) which would be curated manually and incorporate best practices in software testing and identified areas to be tested inside ML pipeline from human experts and past research.\nThis checklist will be our basis in evaluating the effectiveness and completeness of existing tests in a given codebase. Relevant information will be injected into a prompt template, which the LLMs would then be prompted to follow the checklist exactly during the evaluation.\nHere is an example of how the proposed checklist would be structured:\n%YAML 1.2\n---\nTitle: Checklist for Tests in Machine Learning Projects\nDescription: >\n This is a comprehensive checklist for evaluating the data and ML pipeline\n based on identified testing strategies from experts in the field.\nTest Areas:\n - Topic: General\n Description: >\n The following items describe best practices for all tests to be\n written.\n Tests:\n - Title: Write Descriptive Test Names\n Requirement: >\n Every test function should have a clear, descriptive name\n Explanation: >\n If out tests are narrow and sufficiently descriptive, the test\n name itself may give us enough information to start debugging.\n This also helps us to identify what is being tested inside the\n function.\n References:\n - https://testing.googleblog.com/2014/10/testing-on-toilet-writing-descriptive.html\n - https://testing.googleblog.com/2024/05/test-failures-should-be-actionable.html\n\n - Title: Keep Tests Focused\n Requirement: >\n Each test should only test one scenario, meaning that in each\n test we should only use one set of mock data.\n Explanation: >\n If we test multiple scenarios in a single test, it is hard to\n idenitfy exactly what went wrong. Keeping one scenario in a\n single test helps us to isolate problematic scenarios.\n References:\n - https://testing.googleblog.com/2018/06/testing-on-toilet-keep-tests-focused.html\n\n - Title: Prefer Narrow Assertions in Unit Tests\n Requirement: >\n The assertions inside the tests should be narrow, meaning that\n when checking a complex object, any unrelated behavior should\n not be tested - Assert on only relevant behaviors.\n Explanation: >\n If we have overly wide assertions (such as depending on every\n field of a complex output proto), the test may fail for many\n unimportant reasons. False positives are the opposite of\n actionable.\n References:\n - https://testing.googleblog.com/2024/04/prefer-narrow-assertions-in-unit-tests.html\n\n - Title: Keep Cause and Effect Clear\n Requirement: >\n The modifications and the assertions of an object's behavior\n in a single test should not be far away from each other.\n Explanation: >\n Refrain from using large global test data structures shared\n across multiple unit tests. This will allow for clear\n identification of each test's setup and the cause and effect.\n References:\n - https://testing.googleblog.com/2017/01/testing-on-toilet-keep-cause-and-effect.html\n\n - Topic: Data Presence\n Description: >\n The following items describe tests that need to be done for testing\n the presence of data.\n Tests:\n - Title: ...\n Requirement: ...\n Explanation: ...\n References:\n - ...\n\n - Topic: Data Quality\n Description: >\n The following items describe tests that need to be done for testing\n the quality of data.\n Tests:\n - Title: ...\n Requirement: ...\n Explanation: ...\n References:\n - ...\n\n - Topic: Data Ingestion\n Description: >\n The following items describe tests that need to be done for testing\n if the data is ingestion properly.\n Tests:\n - Title: ...\n Requirement: ...\n Explanation: ...\n References:\n - ...\n\n - Topic: Model Fitting\n Description: >\n The following items describe tests that need to be done for testing\n the model fitting process.\n Tests:\n - Title: ...\n Requirement: ...\n Explanation: ...\n References:\n - ...\n\n - Topic: Model Evaluation\n Description: >\n The following items describe tests that need to be done for testing\n the model evaluation process.\n Tests:\n - Title: ...\n Requirement: ...\n Explanation: ...\n References:\n - ...\n\n - Topic: Artifact Testing\n Description: >\n The following items describe tests that need to be done for testing\n any artifacts that are created from the project.\n Tests:\n - Title: ...\n Requirement: ...\n Explanation: ...\n References:\n - ...\n\nEvaluation Artifacts\nThe end goal of our product is to generate the following three artifacts in relation to the evaluation of a given ML system codebase:\n\nML Test Completeness Score: The application utilizes LLMs and our curated checklist to analyze users’ ML system source code and returns a comprehensive score of the system’s test quality.\nMissing Test Recommendations: The application evaluates the adequacy of existing tests for users’ ML code and offers recommendations for additional, system-specific tests to enhance testing effectiveness.\nTest Function Specification Generation: Users select desired test recommendations and prompt the application to generate test function specifications and references. These are reliable starting points for users to enrich the ML system test suites.\n\n\n\nSuccess Metrics\nOur product’s success will depend on mutation testing of the test functions developed based on our application-generated specifications. The evaluation metric is the success rate of detecting the perturbations introduced to the ML project code.\nOur partners and stakeholders expect a significant improvement in the testing suites of their ML systems post-application usage. As a result, the testing suites will demonstrate high accuracy in detecting faults, ensuring consistency and high quality of ML projects during updates.\n\n\nData Science Approach\n\nData: GitHub Repositories\nIn this project, GitHub repositories are our data.\nTo develop our testing checklist, we will collect 11 repositories studied in (Openja et al. 2023). Additionally, we will collect 377 repositories identified in the study by (Wattanakriengkrai et al. 2022) for our product development.\nFor each repository, we are interested in the metadata and the ML modeling- and test-related source code. The metadata will be retrieved using the GitHub API, while the source code will be downloaded and filtered using our custom scripts. To ensure the relevance of the repositories to our study, we will apply the following criteria for filtering: 1. Repositories that are related to ML systems. 2. Repositories that include test cases. 3. Repositories whose development is written in the Python programming language.\n\n\nMethodologies\nOur data science methodology incorporates human expert evaluation and prompt engineering to assess and enhance the test quality of ML systems.\n\nHuman Expert Evaluation\nWe will begin by formulating a comprehensive checklist for evaluating the data and ML pipeline based on the established testing strategies outlined in (Openja et al. 2023) as the foundational framework. Based on the formulated checklist, our team will manually assess the test quality within each repository data. We will refine the checklist to ensure applicability and robustness when testing general ML systems.\nPrompt Engineering\nWe will engineer the prompts for LLM to incorporate with the ML system code and the curated checklist and to serve various purposes across the three-stage process:\n\nPrompts to examine test cases within the ML system source codes and deliver test completeness scores.\nPrompts to compare and contrast the existing tests and the checklist and deliver recommendations.\nPrompts to generate system-specific test specifications based on user-selected testing recommendations (Schäfer et al. 2023)\n\n\n\n\nIterative Development Approach\nWe begin by setting up a foundational framework based on the selected GitHub repositories and research on ML testing. The framework might not cover all ML systems or testing practices. Therefore, we adopt an iterative development approach by establishing an open and scalable framework to address these considerations. The application will be continuously refined based on contributors’ insights.\nUsers are encouraged to interpret the generated artifacts with a grain of salt and recognize the evolving nature of ML system testing practices." - }, - { - "objectID": "proposal.html#delivery-timeline", - "href": "proposal.html#delivery-timeline", - "title": "Proposal Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Delivery Timeline", - "text": "Delivery Timeline\nOur team follows the timeline below for our product delivery and prioritizes close communication with our partners to ensure that our developments align closely with their expectations.\n\n\n\n\n\n\n\nTimeline\nMilestones\n\n\n\n\nWeek 1 (Apr 29 - May 3)\nPrepare and Present Initial Proposal. Scrape repository data.\n\n\nWeek 2 - 3 (May 6 - 17)\nDeliver Proposal. Deliver Draft of ML Pipeline Test Checklist. Develop Minimum Viable Product (Test Completeness Score, Missing Test Recommendation)\n\n\nWeek 4 - 5 (May 20 - May 31)\nUpdate Test Checklist. Develop Test Function Specification Generator.\n\n\nWeek 6 (Jun 3 - Jun 7)\nUpdate Test Checklist. Wrap Up Product.\n\n\nWeek 7 (Jun 10 - Jun 14)\nFinalize Test Checklist. Perform Product System Test. Present Final Product. Prepare Final Product Report.\n\n\nWeek 8 (Jun 17 - Jun 21)\nDeliver Final Product. Deliver Final Product Report." - }, - { - "objectID": "final_report.html", - "href": "final_report.html", - "title": "Final Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "", - "text": "by John Shiu, Orix Au Yeung, Tony Shum, Yingzi Jin" - }, - { - "objectID": "final_report.html#executive-summary", - "href": "final_report.html#executive-summary", - "title": "Final Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Executive Summary", - "text": "Executive Summary\n#FIXME" - }, - { - "objectID": "final_report.html#introduction", - "href": "final_report.html#introduction", - "title": "Final Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Introduction", - "text": "Introduction\n\nProblem Statement\nThe global artificial intelligence (AI) market is growing exponentially ((Grand-View-Research 2021)), driven by its ability to autonomously make complex decisions impacting various aspects of human life, including financial transactions, autonomous transportation, and medical diagnosis.\nHowever, ensuring the software quality of these systems remains a significant challenge ((Openja et al. 2023)). Specifically, the lack of a standardized and comprehensive approach to testing machine learning (ML) systems introduces potential risks to stakeholders. For example, inadequate quality assurance in ML systems can lead to severe consequences, such as misinformation ((Belanger 2024)), social bias ((Nunwick 2023)), substantial financial losses ((Regidi 2019)) and safety hazards ((Shepardson 2023))\nTherefore, defining and promoting an industry standard and establishing robust testing methodologies for these systems is crucial. But how?\n\n\nOur Objectives\nWe propose to develop testing suites diagnostic tools based on Large Language Models (LLMs) and curate checklists based on ML research papers and best practices to facilitate comprehensive testing of ML systems with flexibility. Our goal is to enhance applied ML software’s trustworthiness, quality, and reproducibility across both the industry and academia (Kapoor and Narayanan 2022)." - }, - { - "objectID": "final_report.html#data-science-methods", - "href": "final_report.html#data-science-methods", - "title": "Final Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Data Science Methods", - "text": "Data Science Methods\n\nCurrent Approaches\nTo ensure the reproducibility, trustworthiness, and lack of bias in ML systems, comprehensive testing is essential. We outlined some traditional approaches for assessing the completeness of ML system tests with their advantages and drawbacks as follows.\n\nCode Coverage\n\nCode coverage measures the proportion of source code of a program executed when a particular test suite is run. Widely used in software development, it quantifies test quality and is scalable due to its short processing time. However, it cannot indicate the reasons or specific ML areas where the test suites fall short under the context of ML system development.\n\nManual Evaluation\n\nManual evaluation involves human experts reviewing the source code, whom can take the business logic into considerations and identify vulnerabilites. It often provides context-specific improvement suggestions and remains one of the most reliable practices ((Openja et al. 2023), (Alexander et al. 2023)). However, it is time-consuming and not scalable due to the scarcity of human experts. Moreover, different experts might put emphasis on different ML test areas and lack a comprehensive and holistic review of the ML system test suites.\n\n\nOur Approach\nOur approach is to deliver an automated code review tool with the best practices of ML test suites embedded. This tool aims to educate ML users on best practices while providing comprehensive evaluations of their ML system codes.\nTo establish these best practices, we utilized data from ML research papers and recognized online resources. In collaboration with our partner, we researched industrial best practices ((Team 2023), (Jordan 2020)) and academic literature ((Openja et al. 2023)), and consolidated testing strategies into a human-readable and machine-friendly checklist that can be embedded into the automated tool.\nFor development, we collected 11 GitHub repositories of ML projects as studied in (Openja et al. 2023). These Python-based projects include comprehensive test suites. Our tool should be able to analyze these test suites, compare them with embedded best practices, and deliver evaluations.\nWe expect that our approach will provide scalable and reliable test suite evaluations for multiple ML projects. However, we recognize that our current best practices only focus on a few high-priority test areas due to time constraints. We plan to expand this scope in the future. While our tool’s evaluations are not yet as reliable as human evaluations, we will quantify its performance.\n\n\nSuccess Metrics\nTo properly assess the performance of our tool which leverages LLMs capability, we have taken reference of the methods in (Alexander et al. 2023) and defined two success metrics: accuracy and consistency. These metrics will help users (researchers, ML engineers, etc.) gauge the trustworthiness of our tool’s evaluation results.\n\nAccuracy vs Human Expert Judgement\n\nWe run our tool on ML projects from (Openja et al. 2023) to obtain evaluation results for each ML checklist item. These results are then compared with our manually assessed ground truth data based on the same criteria. Accuracy is calculated as the proportion of matching results to the total number of results.\n\nConsistency\n\nWe perform multiple runs on each ML project to obtain evaluation results for each checklist item. Consistency is measured by calculating the standard deviation of these results across multiple runs for each project." - }, - { - "objectID": "final_report.html#data-product-results", - "href": "final_report.html#data-product-results", - "title": "Final Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Data Product & Results", - "text": "Data Product & Results\n\nData Products\nOur solution includes a curated checklist for robust ML testing and a Python package for checklist-based evaluation of ML project testing robustness using LLMs. The package is publicly available on the Python Packaging Index (PyPI).\nJustifications for these products are:\n\nChecklists have been shown to reduce errors in software systems and promote code submissions ((Gawande 2010), (Pineau et al. 2021)).\nPython is widely used in ML, compatible with various OSes, and integrates well with LLMs. These ensure the ease of use and development.\n\n\nHow to use the product\nThere are two ways to make use of this package:\n\nAs a CLI tool. A runnable command fixml is provided by the package. Once installed, users can perform codebase evaluations, generate test function specifications, and more by running subcommands under fixml in the terminal.\nAs a high-level API. Users can import necessary components from the package into their own systems. Documentation is available through docstrings.\n\nBy offering it as both CLI tool and API, our product is user-friendly to interact with, and versatile to support various use cases such as web application development and scientific research.\n\n\nSystem Design\n(FIXME To be revised) \nThe design of our package follows object-oriented and SOLID principles, which is fully modularity. Users can easily switch between different prompts, models, and checklists, which facilitates code reusability and collaboration to extend its functionality.\nThere are five components in the system of our package:\n\nCode Analyzer\n\nIt extracts test suites from the input codebase, to ensure only the most relevants details are provided to LLMs given token limits.\n\nPrompt Templates\n\nIt stores prompt templates for instructing LLMs to generate responses in the expected format.\n\nChecklist\n\nIt reads the curated checklist from a CSV file into a dictionary with a fixed schema for LLM injection. The package includes a default checklist for distribution.\n\nRunners\n\nIt includes the Evaluator module, which assesses each test suite file using LLMs and outputs evaluation results, and the Generator module, which creates test specifications. Both modules feature validation, retry logic, and record response and relevant information.\n\nParsers\n\nIt converts Evaluator responses into evaluation reports in various formats (HTML, PDF) using the Jinja template engine, which enables customizable report structures.\n\n\nChecklist Design\nThe embedded checklist contains best practices for testing ML pipelines, and is curated from ML research and recognized online resources. Prompt engineering further improves performance. THis helps mitigate LLM hallucinations ((Zhang et al. 2023)) by ensuring strict adherence to the checklist.\nExample checklist structure:\n\n\n\n\n\n\n\nColumn\nDescription\n\n\n\n\nID\nUnique Identifier of the checklist item\n\n\nTopic\nTest Area of the checklist item\n\n\nTitle\nTitle of the checklist item\n\n\nRequirement\nPrompt for the checklist item to be injected into LLMs for evaluation\n\n\nExplanations\nDetailed explanations for human understanding\n\n\nReference\nReferences for the checklist item, e.g., academic papers\n\n\nIs Evaluator Applicable\nIndicates if the checklist item is used during evaluation (0 = No, 1 = Yes)\n\n\n\n(FIXME To be revised) \n\n\nArtifacts\nUsing our package results in three artifacts:\n\nEvaluation Responses\n\nThese responses include both LLM evaluation results and process metadata stored in JSON format.This supports downsteam tasks like report rendering and scientific research, etc.\n(FIXME To be revised) schema of the JSON saved & what kind of information is stored\n\nEvaluation Report\n\nThis report presents structured evaluation results of ML projects, which includes a detailed breakdown of completeness scores and reasons for each score.\n(FIXME To be revised) \n\nTest Specification Script\n\nGenerated test specifications are stored as Python scripts.\n(FIXME To be revised) \n\n\n\nEvaluation Results\nAs described in Success Metrics, we conducted 30 iterations on each repository from (Openja et al. 2023) and examined the breakdown of the completeness score to assess our tool’s evaluation quality.\n(FIXME: would it be better to show a table of the repos? like how the Openja does?)\n\nAccuracy\n\nWe targeted 3 of the repositories (lightfm, qlib, DeepSpeech) for human evaluation compared our tool’s outputs with the ground truth.\n\n\nCode\nimport pandas as pd\ngt = pd.read_csv('ground_truth.csv')\ngt\n\n\n\n\n\n\n\n\n\nid\ntitle\nDeepSpeech\nlightfm\nqlib\n\n\n\n\n0\n2.1\nEnsure Data File Loads as Expected\n0.0\n1.0\n0.5\n\n\n1\n3.2\nData in the Expected Format\n0.0\n1.0\n1.0\n\n\n2\n3.5\nCheck for Duplicate Records in Data\n0.0\n0.0\n0.0\n\n\n3\n4.2\nVerify Data Split Proportion\n0.0\n1.0\n0.5\n\n\n4\n5.3\nEnsure Model Output Shape Aligns with Expectation\n0.0\n0.5\n1.0\n\n\n5\n6.1\nVerify Evaluation Metrics Implementation\n0.0\n1.0\n1.0\n\n\n6\n6.2\nEvaluate Model's Performance Against Thresholds\n0.0\n1.0\n1.0\n\n\n\n\n\n\n\n\nGround truth data for the 3 repositories. (1 = fully satisfied, 0.5 = partially satisfied, 0 = not satisfied)\n\n\n\nCode\n# FIXME: jitter-mean-sd plot (checklist item vs. score) for each repo\nimport altair as alt\nimport pandas as pd\n\ndf_repo__stat = pd.read_csv('score_stat_by_repo_3.5-turbo.csv')\ngt = pd.read_csv('ground_truth.csv')\ngt = gt.melt(id_vars=['id', 'title'], var_name='repo', value_name='ground_truth')\n\ndf_repo__stat_with_gt = df_repo__stat.merge(gt, on=['id', 'title', 'repo'])\n\nbase = alt.Chart(\n df_repo__stat_with_gt.query('repo in [\"lightfm\", \"qlib\", \"DeepSpeech\"]')\n).transform_calculate(\n min=\"max(0, datum.mean-datum.std)\",\n max=\"min(1, datum.mean+datum.std)\"\n)\n \n# generate the points\npoints = base.mark_point(\n filled=True,\n size=50,\n color='black'\n).encode(\n x=alt.X('mean:Q').scale(domainMin=0, domainMax=1).title(\"Score\").axis(\n labelExpr=\"datum.value % 0.5 ? null : datum.label\"\n ),\n y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))#.scale(domainMin=0, domainMax=1).title('Score'),\n)\n\n# generate the points for ground truth\ngt_points = base.mark_point(\n filled=True,\n size=200,\n color='green',\n shape=\"diamond\"\n).encode(\n x=alt.X('ground_truth:Q'),\n y=alt.Y('id_title:N')\n)\n\n# generate the error bars\nerrorbars = base.mark_errorbar().encode(\n x=alt.X(\"min:Q\").title('1 SD'), #\"id:N\",\n x2=\"max:Q\",\n y=\"id_title:N\"\n)\n\n(gt_points + points + errorbars).facet(\n column=alt.Column('repo:N').title(None)\n).configure_axis( \n labelFontSize=12, \n titleFontSize=12\n)\n\n\n\n\n\n\n\n\n\nComparison of our system’s satisfaction determination versus the ground truth for each checklist item and repository\n\nOur tool tends to underrate satisfying cases, which often classifies fully satisfied items as partially satisfied and partially satisfied items as not satisfied.\n\n\nCode\ndf_repo_run = pd.read_csv('score_by_repo_run_3.5-turbo.csv')\n\ndf_repo_run = df_repo_run.merge(gt, on=['id', 'title', 'repo'])\n\ncontingency_table = pd.pivot_table(\n df_repo_run,\n values='run', \n index=['repo', 'id_title', 'ground_truth'], \n columns=['score'],\n aggfunc='count', \n fill_value=0\n)\ncontingency_table.index.names = ['Repository', 'Checklist Item', 'Ground Truth']\ncontingency_table.sort_index(level=[0, 2])\n\n\n\n\n\n\n\n\n\n\nscore\n0.0\n0.5\n1.0\n\n\nRepository\nChecklist Item\nGround Truth\n\n\n\n\n\n\n\nlightfm\n3.5. Check for Duplicate Records in Data\n0.0\n30\n0\n0\n\n\n5.3. Ensure Model Output Shape Aligns with Expectation\n0.5\n1\n29\n0\n\n\n2.1. Ensure Data File Loads as Expected\n1.0\n0\n0\n30\n\n\n3.2. Data in the Expected Format\n1.0\n0\n30\n0\n\n\n4.2. Verify Data Split Proportion\n1.0\n0\n11\n19\n\n\n6.1. Verify Evaluation Metrics Implementation\n1.0\n0\n5\n25\n\n\n6.2. Evaluate Model's Performance Against Thresholds\n1.0\n0\n1\n29\n\n\nqlib\n3.5. Check for Duplicate Records in Data\n0.0\n23\n7\n0\n\n\n2.1. Ensure Data File Loads as Expected\n0.5\n0\n0\n30\n\n\n4.2. Verify Data Split Proportion\n0.5\n3\n25\n2\n\n\n3.2. Data in the Expected Format\n1.0\n0\n14\n16\n\n\n5.3. Ensure Model Output Shape Aligns with Expectation\n1.0\n1\n25\n4\n\n\n6.1. Verify Evaluation Metrics Implementation\n1.0\n2\n18\n10\n\n\n6.2. Evaluate Model's Performance Against Thresholds\n1.0\n0\n24\n6\n\n\n\n\n\n\n\n\nContingency table of our system’s satisfaction determination versus the ground truth\n\nThe accuracy issue may be attributed to a need to improve our checklist prompts.\n\nConsistency\n\nAs the completeness scores from LLMs contain randomness, we examined the consistency of completeness scores across checklist items and repositories.\n\n\nCode\nstds = df_repo__stat[['repo', 'std', 'id_title']].pivot(index='repo', columns='id_title').copy()\nstds.columns = [col[1] for col in stds.columns]\nstds = stds.reset_index()\nstds = stds.melt(id_vars='repo', var_name='id_title')\n\nbase = alt.Chart(stds)\n\nbox = base.mark_boxplot(\n color='grey',\n opacity=0.5,\n size=20,\n).encode(\n x=alt.X('value:Q').title('Standard Deviation of Scores'),\n y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))\n)\n\nstripplot = base.mark_circle(size=100).encode(\n y=alt.Y( \n 'id_title:N',\n axis=alt.Axis(ticks=False, grid=True, labels=True), \n scale=alt.Scale(), \n ), \n x='value:Q',\n yOffset=\"jitter:Q\",\n color=alt.Color('id_title:N', legend=None),\n tooltip='repo'\n).transform_calculate(\n # Generate Gaussian jitter with a Box-Muller transform\n jitter=\"sqrt(-2*log(random()))*cos(2*PI*random())\"\n)\n\n(\n box + stripplot\n).configure_view( \n stroke=None\n).configure_axis( \n labelFontSize=12, \n titleFontSize=12\n).properties(\n height=300, \n width=600,\n title=\"30 Runs on Openja's Repositories for each Checklist Item\"\n) \n\n\n\n\n\n\n\n\n\nStandard deviations of the score for each checklist item. Each dot represents the standard deviation of scores from 30 runs of a single repository.\n\nWe identified two diverging cases:\n\nHigh Standard Deviations\n\nItems like 3.2 Data in the Expected Format showed high standard deviations across repositories. This might indicate potential poor prompt quality for the LLM to produce consistent results. Improved prompt engineering could address this issue.\n\nOutliers with High Standard Deviations\n\nItems like 5.3 Ensure Model Output Shape Aligns with Expectation had outliers with exceptionally high standard deviations, which is possibly due to unorthodox repositories. A careful manual examination is required for a more definitive conclusion.\n\nComparison of gpt-3.5-turbo and gpt-4o\nTo evaluate if newer LLMs improve performance, we preliminarily compared outputs from gpt-4o and gpt-3.5-turbo on the lightfm repository. We observed that gpt-4o consistently returned “Satisfied,” which deviated from the ground truth.\n\n\nCode\n# FIXME: jitter-mean-sd plot (checklist item vs. score) for each repo\ndf_repo_4o__stat = pd.read_csv('score_stat_by_repo_4o.csv')\ndf_repo_4o__stat_with_gt = df_repo_4o__stat.merge(gt, on=['id', 'title', 'repo'])\ndf_repo_4o__stat_with_gt['model'] = 'gpt-4o'\n\ndf_repo_35turbo__stat_with_gt = df_repo__stat_with_gt.query(\"repo == 'lightfm'\").copy()\ndf_repo_35turbo__stat_with_gt['model'] = 'gpt-3.5-turbo'\n\ndf_model_comp = pd.concat(\n (df_repo_35turbo__stat_with_gt, df_repo_4o__stat_with_gt), \n axis=0\n)\n\nbase = alt.Chart(\n df_model_comp\n).transform_calculate(\n min=\"max(0, datum.mean-datum.std)\",\n max=\"min(1, datum.mean+datum.std)\"\n)\n \n# generate the points\npoints = base.mark_point(\n filled=True,\n size=50,\n color='black'\n).encode(\n x=alt.X('mean:Q').scale(domainMin=0, domainMax=1).title(\"Score\").axis(\n labelExpr=\"datum.value % 0.5 ? null : datum.label\"\n ),\n y=alt.Y('id_title:N', title=None, axis=alt.Axis(labelPadding=10, labelLimit=1000, grid=False))#.scale(domainMin=0, domainMax=1).title('Score'),\n)\n\n# generate the points for ground truth\ngt_points = base.mark_point(\n filled=True,\n size=200,\n color='green',\n shape=\"diamond\"\n).encode(\n x=alt.X('ground_truth:Q'),\n y=alt.Y('id_title:N')\n)\n\n# generate the error bars\nerrorbars = base.mark_errorbar().encode(\n x=alt.X(\"min:Q\").title('1 SD'), #\"id:N\",\n x2=\"max:Q\",\n y=\"id_title:N\"\n)\n\n(gt_points + points + errorbars).facet(\n column=alt.Column('model:N').title(None)\n).configure_axis( \n labelFontSize=12, \n titleFontSize=12\n)\n\n\n\n\n\n\n\n\n\nComparison of satisfaction using gpt-4o versus gpt-3.5-turbo for each checklist item on lightfm\n\nFurther investigation into gpt-4o is required to determine its effectiveness in system performance." - }, - { - "objectID": "final_report.html#conclusion", - "href": "final_report.html#conclusion", - "title": "Final Report - Checklists and LLM prompts for efficient and effective test creation in data analysis", - "section": "Conclusion", - "text": "Conclusion\n\nWrap Up\nThe development of FixML has been driven by the need of better quality assurance in ML systems and the current limitations of traditional testing methods on ML projects. FixML provides curated checklists and automated tools that enhance the evaluation and creation of test suites for ML projects. This in return, significantly reduces the time and effort required to assess the completeness of ML test suites, and thus promotes thorough and efficient assessment on ML projects.\n\n\nLimitation & Future Improvement\nWhile FixML provides substantial benefits, there are limitations and areas to be addressed in future development:\n\nSpecialized Checklist\n\nThe default checklist is general and may not cover all requirements for different ML projects. Future development will focus on creating specialized checklists for tailored evaluations across various domains and project types. Collaboration with ML researchers is welcomed for creating specialized checklists based on specific use cases.\n\nEnhanced Test Evaluator\n\nOur study reveals the accuracy and consistency issues on the evaluation results using OpenAI GPT-3.5-turbo model. Future improvements involves better prompt engineering techniques and support for multiple LLMs for enhanced performance and flexibility. User guidelines in prompt creation will be provided to facilitate collaboration with ML developers.\n\nCustomized Test Specification\n\nFuture developments will integrate project-specific information to produce customized test function skeletons. This may further encourage users to create comprehensive tests.\n\nWorkflow Optimization #FIXME: have to review whether to include as it seems lower priority.\n\nThe test evaluator and test specification generator are currently separate. Future improvements could embed a workflow engine that automatically takes actions based on LLM responses. This creates a more cohesive and efficient workflow, recues manual intervention, and improves overall system performance.\n\nPerformance Optimization #FIXME: have to review whether to include as it seems lower priority.\n\nAs FixML handles large codebases and complex evaluations, performance optimization is essential. Future developments will focus on improving the speed and accuracy of LLM responses, reducing analysis and report generation times, and ensuring scalability for handling larger and more complex projects.\nBy addressing these limitations and implementing future improvements, we aim for FixML to achieve better performance and contribute to the development of better ML systems, and ultimately enhance human life." - } -] \ No newline at end of file diff --git a/report/final_report/docs/site_libs/bootstrap/bootstrap-icons.css b/report/final_report/docs/site_libs/bootstrap/bootstrap-icons.css deleted file mode 100644 index 94f1940..0000000 --- a/report/final_report/docs/site_libs/bootstrap/bootstrap-icons.css +++ /dev/null @@ -1,2018 +0,0 @@ -@font-face { - font-display: block; - font-family: "bootstrap-icons"; - src: -url("./bootstrap-icons.woff?2ab2cbbe07fcebb53bdaa7313bb290f2") format("woff"); -} - -.bi::before, -[class^="bi-"]::before, -[class*=" bi-"]::before { - display: inline-block; 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this._config.reference&&(e=this._config.reference);const i=this._getPopperConfig(),n=i.modifiers.find((t=>"applyStyles"===t.name&&!1===t.enabled));this._popper=qe(e,this._menu,i),n&&U.setDataAttribute(this._menu,"popper","static")}_isShown(t=this._element){return t.classList.contains(Je)}_getMenuElement(){return V.next(this._element,ei)[0]}_getPlacement(){const t=this._element.parentNode;if(t.classList.contains("dropend"))return ri;if(t.classList.contains("dropstart"))return ai;const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ni:ii:e?oi:si}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return"static"===this._config.display&&(t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=V.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter(l);i.length&&v(i,e,t===Ye,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=hi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(t&&(2===t.button||"keyup"===t.type&&"Tab"!==t.key))return;const e=V.find(ti);for(let i=0,n=e.length;ie+t)),this._setElementAttributes(di,"paddingRight",(e=>e+t)),this._setElementAttributes(ui,"marginRight",(e=>e-t))}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t)[e];t.style[e]=`${i(Number.parseFloat(s))}px`}))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,"paddingRight"),this._resetElementAttributes(di,"paddingRight"),this._resetElementAttributes(ui,"marginRight")}_saveInitialAttribute(t,e){const i=t.style[e];i&&U.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=U.getDataAttribute(t,e);void 0===i?t.style.removeProperty(e):(U.removeDataAttribute(t,e),t.style[e]=i)}))}_applyManipulationCallback(t,e){o(t)?e(t):V.find(t,this._element).forEach(e)}isOverflowing(){return this.getWidth()>0}}const pi={className:"modal-backdrop",isVisible:!0,isAnimated:!1,rootElement:"body",clickCallback:null},mi={className:"string",isVisible:"boolean",isAnimated:"boolean",rootElement:"(element|string)",clickCallback:"(function|null)"},gi="show",_i="mousedown.bs.backdrop";class bi{constructor(t){this._config=this._getConfig(t),this._isAppended=!1,this._element=null}show(t){this._config.isVisible?(this._append(),this._config.isAnimated&&u(this._getElement()),this._getElement().classList.add(gi),this._emulateAnimation((()=>{_(t)}))):_(t)}hide(t){this._config.isVisible?(this._getElement().classList.remove(gi),this._emulateAnimation((()=>{this.dispose(),_(t)}))):_(t)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_getConfig(t){return(t={...pi,..."object"==typeof t?t:{}}).rootElement=r(t.rootElement),a("backdrop",t,mi),t}_append(){this._isAppended||(this._config.rootElement.append(this._getElement()),j.on(this._getElement(),_i,(()=>{_(this._config.clickCallback)})),this._isAppended=!0)}dispose(){this._isAppended&&(j.off(this._element,_i),this._element.remove(),this._isAppended=!1)}_emulateAnimation(t){b(t,this._getElement(),this._config.isAnimated)}}const vi={trapElement:null,autofocus:!0},yi={trapElement:"element",autofocus:"boolean"},wi=".bs.focustrap",Ei="backward";class Ai{constructor(t){this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}activate(){const{trapElement:t,autofocus:e}=this._config;this._isActive||(e&&t.focus(),j.off(document,wi),j.on(document,"focusin.bs.focustrap",(t=>this._handleFocusin(t))),j.on(document,"keydown.tab.bs.focustrap",(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,j.off(document,wi))}_handleFocusin(t){const{target:e}=t,{trapElement:i}=this._config;if(e===document||e===i||i.contains(e))return;const n=V.focusableChildren(i);0===n.length?i.focus():this._lastTabNavDirection===Ei?n[n.length-1].focus():n[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?Ei:"forward")}_getConfig(t){return t={...vi,..."object"==typeof t?t:{}},a("focustrap",t,yi),t}}const Ti="modal",Oi="Escape",Ci={backdrop:!0,keyboard:!0,focus:!0},ki={backdrop:"(boolean|string)",keyboard:"boolean",focus:"boolean"},Li="hidden.bs.modal",xi="show.bs.modal",Di="resize.bs.modal",Si="click.dismiss.bs.modal",Ni="keydown.dismiss.bs.modal",Ii="mousedown.dismiss.bs.modal",Pi="modal-open",ji="show",Mi="modal-static";class Hi extends B{constructor(t,e){super(t),this._config=this._getConfig(e),this._dialog=V.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._ignoreBackdropClick=!1,this._isTransitioning=!1,this._scrollBar=new fi}static get Default(){return Ci}static get NAME(){return Ti}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||j.trigger(this._element,xi,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isAnimated()&&(this._isTransitioning=!0),this._scrollBar.hide(),document.body.classList.add(Pi),this._adjustDialog(),this._setEscapeEvent(),this._setResizeEvent(),j.on(this._dialog,Ii,(()=>{j.one(this._element,"mouseup.dismiss.bs.modal",(t=>{t.target===this._element&&(this._ignoreBackdropClick=!0)}))})),this._showBackdrop((()=>this._showElement(t))))}hide(){if(!this._isShown||this._isTransitioning)return;if(j.trigger(this._element,"hide.bs.modal").defaultPrevented)return;this._isShown=!1;const t=this._isAnimated();t&&(this._isTransitioning=!0),this._setEscapeEvent(),this._setResizeEvent(),this._focustrap.deactivate(),this._element.classList.remove(ji),j.off(this._element,Si),j.off(this._dialog,Ii),this._queueCallback((()=>this._hideModal()),this._element,t)}dispose(){[window,this._dialog].forEach((t=>j.off(t,".bs.modal"))),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new bi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new Ai({trapElement:this._element})}_getConfig(t){return t={...Ci,...U.getDataAttributes(this._element),..."object"==typeof t?t:{}},a(Ti,t,ki),t}_showElement(t){const e=this._isAnimated(),i=V.findOne(".modal-body",this._dialog);this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0,i&&(i.scrollTop=0),e&&u(this._element),this._element.classList.add(ji),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,j.trigger(this._element,"shown.bs.modal",{relatedTarget:t})}),this._dialog,e)}_setEscapeEvent(){this._isShown?j.on(this._element,Ni,(t=>{this._config.keyboard&&t.key===Oi?(t.preventDefault(),this.hide()):this._config.keyboard||t.key!==Oi||this._triggerBackdropTransition()})):j.off(this._element,Ni)}_setResizeEvent(){this._isShown?j.on(window,Di,(()=>this._adjustDialog())):j.off(window,Di)}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(Pi),this._resetAdjustments(),this._scrollBar.reset(),j.trigger(this._element,Li)}))}_showBackdrop(t){j.on(this._element,Si,(t=>{this._ignoreBackdropClick?this._ignoreBackdropClick=!1:t.target===t.currentTarget&&(!0===this._config.backdrop?this.hide():"static"===this._config.backdrop&&this._triggerBackdropTransition())})),this._backdrop.show(t)}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(j.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const{classList:t,scrollHeight:e,style:i}=this._element,n=e>document.documentElement.clientHeight;!n&&"hidden"===i.overflowY||t.contains(Mi)||(n||(i.overflowY="hidden"),t.add(Mi),this._queueCallback((()=>{t.remove(Mi),n||this._queueCallback((()=>{i.overflowY=""}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;(!i&&t&&!m()||i&&!t&&m())&&(this._element.style.paddingLeft=`${e}px`),(i&&!t&&!m()||!i&&t&&m())&&(this._element.style.paddingRight=`${e}px`)}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Hi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}j.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=n(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),j.one(e,xi,(t=>{t.defaultPrevented||j.one(e,Li,(()=>{l(this)&&this.focus()}))}));const i=V.findOne(".modal.show");i&&Hi.getInstance(i).hide(),Hi.getOrCreateInstance(e).toggle(this)})),R(Hi),g(Hi);const Bi="offcanvas",Ri={backdrop:!0,keyboard:!0,scroll:!1},Wi={backdrop:"boolean",keyboard:"boolean",scroll:"boolean"},$i="show",zi=".offcanvas.show",qi="hidden.bs.offcanvas";class Fi extends B{constructor(t,e){super(t),this._config=this._getConfig(e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get NAME(){return Bi}static get Default(){return Ri}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||j.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._element.style.visibility="visible",this._backdrop.show(),this._config.scroll||(new fi).hide(),this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add($i),this._queueCallback((()=>{this._config.scroll||this._focustrap.activate(),j.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(j.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.remove($i),this._backdrop.hide(),this._queueCallback((()=>{this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._element.style.visibility="hidden",this._config.scroll||(new fi).reset(),j.trigger(this._element,qi)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_getConfig(t){return t={...Ri,...U.getDataAttributes(this._element),..."object"==typeof t?t:{}},a(Bi,t,Wi),t}_initializeBackDrop(){return new bi({className:"offcanvas-backdrop",isVisible:this._config.backdrop,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:()=>this.hide()})}_initializeFocusTrap(){return new Ai({trapElement:this._element})}_addEventListeners(){j.on(this._element,"keydown.dismiss.bs.offcanvas",(t=>{this._config.keyboard&&"Escape"===t.key&&this.hide()}))}static jQueryInterface(t){return this.each((function(){const e=Fi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}j.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=n(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),c(this))return;j.one(e,qi,(()=>{l(this)&&this.focus()}));const i=V.findOne(zi);i&&i!==e&&Fi.getInstance(i).hide(),Fi.getOrCreateInstance(e).toggle(this)})),j.on(window,"load.bs.offcanvas.data-api",(()=>V.find(zi).forEach((t=>Fi.getOrCreateInstance(t).show())))),R(Fi),g(Fi);const Ui=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Vi=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Ki=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Xi=(t,e)=>{const i=t.nodeName.toLowerCase();if(e.includes(i))return!Ui.has(i)||Boolean(Vi.test(t.nodeValue)||Ki.test(t.nodeValue));const n=e.filter((t=>t instanceof RegExp));for(let t=0,e=n.length;t{Xi(t,r)||i.removeAttribute(t.nodeName)}))}return n.body.innerHTML}const Qi="tooltip",Gi=new Set(["sanitize","allowList","sanitizeFn"]),Zi={animation:"boolean",template:"string",title:"(string|element|function)",trigger:"string",delay:"(number|object)",html:"boolean",selector:"(string|boolean)",placement:"(string|function)",offset:"(array|string|function)",container:"(string|element|boolean)",fallbackPlacements:"array",boundary:"(string|element)",customClass:"(string|function)",sanitize:"boolean",sanitizeFn:"(null|function)",allowList:"object",popperConfig:"(null|object|function)"},Ji={AUTO:"auto",TOP:"top",RIGHT:m()?"left":"right",BOTTOM:"bottom",LEFT:m()?"right":"left"},tn={animation:!0,template:'',trigger:"hover focus",title:"",delay:0,html:!1,selector:!1,placement:"top",offset:[0,0],container:!1,fallbackPlacements:["top","right","bottom","left"],boundary:"clippingParents",customClass:"",sanitize:!0,sanitizeFn:null,allowList:{"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},popperConfig:null},en={HIDE:"hide.bs.tooltip",HIDDEN:"hidden.bs.tooltip",SHOW:"show.bs.tooltip",SHOWN:"shown.bs.tooltip",INSERTED:"inserted.bs.tooltip",CLICK:"click.bs.tooltip",FOCUSIN:"focusin.bs.tooltip",FOCUSOUT:"focusout.bs.tooltip",MOUSEENTER:"mouseenter.bs.tooltip",MOUSELEAVE:"mouseleave.bs.tooltip"},nn="fade",sn="show",on="show",rn="out",an=".tooltip-inner",ln=".modal",cn="hide.bs.modal",hn="hover",dn="focus";class un extends B{constructor(t,e){if(void 0===Fe)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t),this._isEnabled=!0,this._timeout=0,this._hoverState="",this._activeTrigger={},this._popper=null,this._config=this._getConfig(e),this.tip=null,this._setListeners()}static get Default(){return tn}static get NAME(){return Qi}static get Event(){return en}static get DefaultType(){return Zi}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(t){if(this._isEnabled)if(t){const e=this._initializeOnDelegatedTarget(t);e._activeTrigger.click=!e._activeTrigger.click,e._isWithActiveTrigger()?e._enter(null,e):e._leave(null,e)}else{if(this.getTipElement().classList.contains(sn))return void this._leave(null,this);this._enter(null,this)}}dispose(){clearTimeout(this._timeout),j.off(this._element.closest(ln),cn,this._hideModalHandler),this.tip&&this.tip.remove(),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this.isWithContent()||!this._isEnabled)return;const t=j.trigger(this._element,this.constructor.Event.SHOW),e=h(this._element),i=null===e?this._element.ownerDocument.documentElement.contains(this._element):e.contains(this._element);if(t.defaultPrevented||!i)return;"tooltip"===this.constructor.NAME&&this.tip&&this.getTitle()!==this.tip.querySelector(an).innerHTML&&(this._disposePopper(),this.tip.remove(),this.tip=null);const n=this.getTipElement(),s=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME);n.setAttribute("id",s),this._element.setAttribute("aria-describedby",s),this._config.animation&&n.classList.add(nn);const o="function"==typeof this._config.placement?this._config.placement.call(this,n,this._element):this._config.placement,r=this._getAttachment(o);this._addAttachmentClass(r);const{container:a}=this._config;H.set(n,this.constructor.DATA_KEY,this),this._element.ownerDocument.documentElement.contains(this.tip)||(a.append(n),j.trigger(this._element,this.constructor.Event.INSERTED)),this._popper?this._popper.update():this._popper=qe(this._element,n,this._getPopperConfig(r)),n.classList.add(sn);const l=this._resolvePossibleFunction(this._config.customClass);l&&n.classList.add(...l.split(" ")),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach((t=>{j.on(t,"mouseover",d)}));const c=this.tip.classList.contains(nn);this._queueCallback((()=>{const t=this._hoverState;this._hoverState=null,j.trigger(this._element,this.constructor.Event.SHOWN),t===rn&&this._leave(null,this)}),this.tip,c)}hide(){if(!this._popper)return;const t=this.getTipElement();if(j.trigger(this._element,this.constructor.Event.HIDE).defaultPrevented)return;t.classList.remove(sn),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach((t=>j.off(t,"mouseover",d))),this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1;const e=this.tip.classList.contains(nn);this._queueCallback((()=>{this._isWithActiveTrigger()||(this._hoverState!==on&&t.remove(),this._cleanTipClass(),this._element.removeAttribute("aria-describedby"),j.trigger(this._element,this.constructor.Event.HIDDEN),this._disposePopper())}),this.tip,e),this._hoverState=""}update(){null!==this._popper&&this._popper.update()}isWithContent(){return Boolean(this.getTitle())}getTipElement(){if(this.tip)return this.tip;const t=document.createElement("div");t.innerHTML=this._config.template;const e=t.children[0];return this.setContent(e),e.classList.remove(nn,sn),this.tip=e,this.tip}setContent(t){this._sanitizeAndSetContent(t,this.getTitle(),an)}_sanitizeAndSetContent(t,e,i){const n=V.findOne(i,t);e||!n?this.setElementContent(n,e):n.remove()}setElementContent(t,e){if(null!==t)return o(e)?(e=r(e),void(this._config.html?e.parentNode!==t&&(t.innerHTML="",t.append(e)):t.textContent=e.textContent)):void(this._config.html?(this._config.sanitize&&(e=Yi(e,this._config.allowList,this._config.sanitizeFn)),t.innerHTML=e):t.textContent=e)}getTitle(){const t=this._element.getAttribute("data-bs-original-title")||this._config.title;return this._resolvePossibleFunction(t)}updateAttachment(t){return"right"===t?"end":"left"===t?"start":t}_initializeOnDelegatedTarget(t,e){return e||this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return"function"==typeof t?t.call(this._element):t}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"onChange",enabled:!0,phase:"afterWrite",fn:t=>this._handlePopperPlacementChange(t)}],onFirstUpdate:t=>{t.options.placement!==t.placement&&this._handlePopperPlacementChange(t)}};return{...e,..."function"==typeof this._config.popperConfig?this._config.popperConfig(e):this._config.popperConfig}}_addAttachmentClass(t){this.getTipElement().classList.add(`${this._getBasicClassPrefix()}-${this.updateAttachment(t)}`)}_getAttachment(t){return Ji[t.toUpperCase()]}_setListeners(){this._config.trigger.split(" ").forEach((t=>{if("click"===t)j.on(this._element,this.constructor.Event.CLICK,this._config.selector,(t=>this.toggle(t)));else if("manual"!==t){const e=t===hn?this.constructor.Event.MOUSEENTER:this.constructor.Event.FOCUSIN,i=t===hn?this.constructor.Event.MOUSELEAVE:this.constructor.Event.FOCUSOUT;j.on(this._element,e,this._config.selector,(t=>this._enter(t))),j.on(this._element,i,this._config.selector,(t=>this._leave(t)))}})),this._hideModalHandler=()=>{this._element&&this.hide()},j.on(this._element.closest(ln),cn,this._hideModalHandler),this._config.selector?this._config={...this._config,trigger:"manual",selector:""}:this._fixTitle()}_fixTitle(){const t=this._element.getAttribute("title"),e=typeof this._element.getAttribute("data-bs-original-title");(t||"string"!==e)&&(this._element.setAttribute("data-bs-original-title",t||""),!t||this._element.getAttribute("aria-label")||this._element.textContent||this._element.setAttribute("aria-label",t),this._element.setAttribute("title",""))}_enter(t,e){e=this._initializeOnDelegatedTarget(t,e),t&&(e._activeTrigger["focusin"===t.type?dn:hn]=!0),e.getTipElement().classList.contains(sn)||e._hoverState===on?e._hoverState=on:(clearTimeout(e._timeout),e._hoverState=on,e._config.delay&&e._config.delay.show?e._timeout=setTimeout((()=>{e._hoverState===on&&e.show()}),e._config.delay.show):e.show())}_leave(t,e){e=this._initializeOnDelegatedTarget(t,e),t&&(e._activeTrigger["focusout"===t.type?dn:hn]=e._element.contains(t.relatedTarget)),e._isWithActiveTrigger()||(clearTimeout(e._timeout),e._hoverState=rn,e._config.delay&&e._config.delay.hide?e._timeout=setTimeout((()=>{e._hoverState===rn&&e.hide()}),e._config.delay.hide):e.hide())}_isWithActiveTrigger(){for(const t in this._activeTrigger)if(this._activeTrigger[t])return!0;return!1}_getConfig(t){const e=U.getDataAttributes(this._element);return Object.keys(e).forEach((t=>{Gi.has(t)&&delete e[t]})),(t={...this.constructor.Default,...e,..."object"==typeof t&&t?t:{}}).container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),a(Qi,t,this.constructor.DefaultType),t.sanitize&&(t.template=Yi(t.template,t.allowList,t.sanitizeFn)),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t}_cleanTipClass(){const t=this.getTipElement(),e=new 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- } - } - } catch { - // Ignore errors - } - }; - function hasTitleCategories() { - return window.document.querySelector(categorySelector) !== null; - } - - function offsetRelativeUrl(url) { - const offset = getMeta("quarto:offset"); - return offset ? offset + url : url; - } - - function offsetAbsoluteUrl(url) { - const offset = getMeta("quarto:offset"); - const baseUrl = new URL(offset, window.location); - - const projRelativeUrl = url.replace(baseUrl, ""); - if (projRelativeUrl.startsWith("/")) { - return projRelativeUrl; - } else { - return "/" + projRelativeUrl; - } - } - - // read a meta tag value - function getMeta(metaName) { - const metas = window.document.getElementsByTagName("meta"); - for (let i = 0; i < metas.length; i++) { - if (metas[i].getAttribute("name") === metaName) { - return metas[i].getAttribute("content"); - } - } - return ""; - } - - async function findAndActivateCategories() { - const currentPagePath = offsetAbsoluteUrl(window.location.href); - const response = await fetch(offsetRelativeUrl("listings.json")); - if (response.status == 200) { - return response.json().then(function (listingPaths) { - const listingHrefs = []; - for (const listingPath of listingPaths) { - const pathWithoutLeadingSlash = listingPath.listing.substring(1); - for (const item of listingPath.items) { - if ( - item === currentPagePath || - item === currentPagePath + "index.html" - ) { - // Resolve this path against the offset to be sure - // we already are using the correct path to the listing - // (this adjusts the listing urls to be rooted against - // whatever root the page is actually running against) - const relative = offsetRelativeUrl(pathWithoutLeadingSlash); - const baseUrl = window.location; - const resolvedPath = new URL(relative, baseUrl); - listingHrefs.push(resolvedPath.pathname); - break; - } - } - } - - // Look up the tree for a nearby linting and use that if we find one - const nearestListing = findNearestParentListing( - offsetAbsoluteUrl(window.location.pathname), - listingHrefs - ); - if (nearestListing) { - activateCategories(nearestListing); - } else { - // See if the referrer is a listing page for this item - const referredRelativePath = offsetAbsoluteUrl(document.referrer); - const referrerListing = listingHrefs.find((listingHref) => { - const isListingReferrer = - listingHref === referredRelativePath || - listingHref === referredRelativePath + "index.html"; - return isListingReferrer; - }); - - if (referrerListing) { - // Try to use the referrer if possible - activateCategories(referrerListing); - } else if (listingHrefs.length > 0) { - // Otherwise, just fall back to the first listing - activateCategories(listingHrefs[0]); - } - } - }); - } - } - if (hasTitleCategories()) { - findAndActivateCategories(); - } - - const findNearestParentListing = (href, listingHrefs) => { - if (!href || !listingHrefs) { - return undefined; - } - // Look up the tree for a nearby linting and use that if we find one - const relativeParts = href.substring(1).split("/"); - while (relativeParts.length > 0) { - const path = relativeParts.join("/"); - for (const listingHref of listingHrefs) { - if (listingHref.startsWith(path)) { - return listingHref; - } - } - relativeParts.pop(); - } - - return undefined; - }; - - const manageSidebarVisiblity = (el, placeholderDescriptor) => { - let isVisible = true; - let elRect; - - return (hiddenRegions) => { - if (el === null) { - return; - } - - // Find the last element of the TOC - const lastChildEl = el.lastElementChild; - - if (lastChildEl) { - // Converts the sidebar to a menu - const convertToMenu = () => { - for (const child of el.children) { - child.style.opacity = 0; - child.style.overflow = "hidden"; - } - - nexttick(() => { - const toggleContainer = window.document.createElement("div"); - toggleContainer.style.width = "100%"; - toggleContainer.classList.add("zindex-over-content"); - toggleContainer.classList.add("quarto-sidebar-toggle"); - toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom - toggleContainer.id = placeholderDescriptor.id; - toggleContainer.style.position = "fixed"; - - const toggleIcon = window.document.createElement("i"); - toggleIcon.classList.add("quarto-sidebar-toggle-icon"); - toggleIcon.classList.add("bi"); - toggleIcon.classList.add("bi-caret-down-fill"); - - const toggleTitle = window.document.createElement("div"); - const titleEl = window.document.body.querySelector( - placeholderDescriptor.titleSelector - ); - if (titleEl) { - toggleTitle.append( - titleEl.textContent || titleEl.innerText, - toggleIcon - ); - } - toggleTitle.classList.add("zindex-over-content"); - toggleTitle.classList.add("quarto-sidebar-toggle-title"); - toggleContainer.append(toggleTitle); - - const toggleContents = window.document.createElement("div"); - toggleContents.classList = el.classList; - toggleContents.classList.add("zindex-over-content"); - toggleContents.classList.add("quarto-sidebar-toggle-contents"); - for (const child of el.children) { - if (child.id === "toc-title") { - continue; - } - - const clone = child.cloneNode(true); - clone.style.opacity = 1; - clone.style.display = null; - toggleContents.append(clone); - } - toggleContents.style.height = "0px"; - const positionToggle = () => { - // position the element (top left of parent, same width as parent) - if (!elRect) { - elRect = el.getBoundingClientRect(); - } - toggleContainer.style.left = `${elRect.left}px`; - toggleContainer.style.top = `${elRect.top}px`; - toggleContainer.style.width = `${elRect.width}px`; - }; - positionToggle(); - - toggleContainer.append(toggleContents); - el.parentElement.prepend(toggleContainer); - - // Process clicks - let tocShowing = false; - // Allow the caller to control whether this is dismissed - // when it is clicked (e.g. sidebar navigation supports - // opening and closing the nav tree, so don't dismiss on click) - const clickEl = placeholderDescriptor.dismissOnClick - ? toggleContainer - : toggleTitle; - - const closeToggle = () => { - if (tocShowing) { - toggleContainer.classList.remove("expanded"); - toggleContents.style.height = "0px"; - tocShowing = false; - } - }; - - // Get rid of any expanded toggle if the user scrolls - window.document.addEventListener( - "scroll", - throttle(() => { - closeToggle(); - }, 50) - ); - - // Handle positioning of the toggle - window.addEventListener( - "resize", - throttle(() => { - elRect = undefined; - positionToggle(); - }, 50) - ); - - window.addEventListener("quarto-hrChanged", () => { - elRect = undefined; - }); - - // Process the click - clickEl.onclick = () => { - if (!tocShowing) { - toggleContainer.classList.add("expanded"); - toggleContents.style.height = null; - tocShowing = true; - } else { - closeToggle(); - } - }; - }); - }; - - // Converts a sidebar from a menu back to a sidebar - const convertToSidebar = () => { - for (const child of el.children) { - child.style.opacity = 1; - child.style.overflow = null; - } - - const placeholderEl = window.document.getElementById( - placeholderDescriptor.id - ); - if (placeholderEl) { - placeholderEl.remove(); - } - - el.classList.remove("rollup"); - }; - - if (isReaderMode()) { - convertToMenu(); - isVisible = false; - } else { - // Find the top and bottom o the element that is being managed - const elTop = el.offsetTop; - const elBottom = - elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight; - - if (!isVisible) { - // If the element is current not visible reveal if there are - // no conflicts with overlay regions - if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToSidebar(); - isVisible = true; - } - } else { - // If the element is visible, hide it if it conflicts with overlay regions - // and insert a placeholder toggle (or if we're in reader mode) - if (inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToMenu(); - isVisible = false; - } - } - } - } - }; - }; - - const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]'); - for (const tabEl of tabEls) { - const id = tabEl.getAttribute("data-bs-target"); - if (id) { - const columnEl = document.querySelector( - `${id} .column-margin, .tabset-margin-content` - ); - if (columnEl) - tabEl.addEventListener("shown.bs.tab", function (event) { - const el = event.srcElement; - if (el) { - const visibleCls = `${el.id}-margin-content`; - // walk up until we find a parent tabset - let panelTabsetEl = el.parentElement; - while (panelTabsetEl) { - if (panelTabsetEl.classList.contains("panel-tabset")) { - break; - } - panelTabsetEl = panelTabsetEl.parentElement; - } - - if (panelTabsetEl) { - const prevSib = panelTabsetEl.previousElementSibling; - if ( - prevSib && - prevSib.classList.contains("tabset-margin-container") - ) { - const childNodes = prevSib.querySelectorAll( - ".tabset-margin-content" - ); - for (const childEl of childNodes) { - if (childEl.classList.contains(visibleCls)) { - childEl.classList.remove("collapse"); - } else { - childEl.classList.add("collapse"); - } - } - } - } - } - - layoutMarginEls(); - }); - } - } - - // Manage the visibility of the toc and the sidebar - const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, { - id: "quarto-toc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, { - id: "quarto-sidebarnav-toggle", - titleSelector: ".title", - dismissOnClick: false, - }); - let tocLeftScrollVisibility; - if (leftTocEl) { - tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, { - id: "quarto-lefttoc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - } - - // Find the first element that uses formatting in special columns - const conflictingEls = window.document.body.querySelectorAll( - '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]' - ); - - // Filter all the possibly conflicting elements into ones - // the do conflict on the left or ride side - const arrConflictingEls = Array.from(conflictingEls); - const leftSideConflictEls = arrConflictingEls.filter((el) => { - if (el.tagName === "ASIDE") { - return false; - } - return Array.from(el.classList).find((className) => { - return ( - className !== "column-body" && - className.startsWith("column-") && - !className.endsWith("right") && - !className.endsWith("container") && - className !== "column-margin" - ); - }); - }); - const rightSideConflictEls = arrConflictingEls.filter((el) => { - if (el.tagName === "ASIDE") { - return true; - } - - const hasMarginCaption = Array.from(el.classList).find((className) => { - return className == "margin-caption"; - }); - if (hasMarginCaption) { - return true; - } - - return Array.from(el.classList).find((className) => { - return ( - className !== "column-body" && - !className.endsWith("container") && - className.startsWith("column-") && - !className.endsWith("left") - ); - }); - }); - - const kOverlapPaddingSize = 10; - function toRegions(els) { - return els.map((el) => { - const boundRect = el.getBoundingClientRect(); - const top = - boundRect.top + - document.documentElement.scrollTop - - kOverlapPaddingSize; - return { - top, - bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize, - }; - }); - } - - let hasObserved = false; - const visibleItemObserver = (els) => { - let visibleElements = [...els]; - const intersectionObserver = new IntersectionObserver( - (entries, _observer) => { - entries.forEach((entry) => { - if (entry.isIntersecting) { - if (visibleElements.indexOf(entry.target) === -1) { - visibleElements.push(entry.target); - } - } else { - visibleElements = visibleElements.filter((visibleEntry) => { - return visibleEntry !== entry; - }); - } - }); - - if (!hasObserved) { - hideOverlappedSidebars(); - } - hasObserved = true; - }, - {} - ); - els.forEach((el) => { - intersectionObserver.observe(el); - }); - - return { - getVisibleEntries: () => { - return visibleElements; - }, - }; - }; - - const rightElementObserver = visibleItemObserver(rightSideConflictEls); - const leftElementObserver = visibleItemObserver(leftSideConflictEls); - - const hideOverlappedSidebars = () => { - marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries())); - sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries())); - if (tocLeftScrollVisibility) { - tocLeftScrollVisibility( - toRegions(leftElementObserver.getVisibleEntries()) - ); - } - }; - - window.quartoToggleReader = () => { - // Applies a slow class (or removes it) - // to update the transition speed - const slowTransition = (slow) => { - const manageTransition = (id, slow) => { - const el = document.getElementById(id); - if (el) { - if (slow) { - el.classList.add("slow"); - } else { - el.classList.remove("slow"); - } - } - }; - - manageTransition("TOC", slow); - manageTransition("quarto-sidebar", slow); - }; - const readerMode = !isReaderMode(); - setReaderModeValue(readerMode); - - // If we're entering reader mode, slow the transition - if (readerMode) { - slowTransition(readerMode); - } - highlightReaderToggle(readerMode); - hideOverlappedSidebars(); - - // If we're exiting reader mode, restore the non-slow transition - if (!readerMode) { - slowTransition(!readerMode); - } - }; - - const highlightReaderToggle = (readerMode) => { - const els = document.querySelectorAll(".quarto-reader-toggle"); - if (els) { - els.forEach((el) => { - if (readerMode) { - el.classList.add("reader"); - } else { - el.classList.remove("reader"); - } - }); - } - }; - - const setReaderModeValue = (val) => { - if (window.location.protocol !== "file:") { - window.localStorage.setItem("quarto-reader-mode", val); - } else { - localReaderMode = val; - } - }; - - const isReaderMode = () => { - if (window.location.protocol !== "file:") { - return window.localStorage.getItem("quarto-reader-mode") === "true"; - } else { - return localReaderMode; - } - }; - let localReaderMode = null; - - const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded"); - const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1; - - // Walk the TOC and collapse/expand nodes - // Nodes are expanded if: - // - they are top level - // - they have children that are 'active' links - // - they are directly below an link that is 'active' - const walk = (el, depth) => { - // Tick depth when we enter a UL - if (el.tagName === "UL") { - depth = depth + 1; - } - - // It this is active link - let isActiveNode = false; - if (el.tagName === "A" && el.classList.contains("active")) { - isActiveNode = true; - } - - // See if there is an active child to this element - let hasActiveChild = false; - for (child of el.children) { - hasActiveChild = walk(child, depth) || hasActiveChild; - } - - // Process the collapse state if this is an UL - if (el.tagName === "UL") { - if (tocOpenDepth === -1 && depth > 1) { - el.classList.add("collapse"); - } else if ( - depth <= tocOpenDepth || - hasActiveChild || - prevSiblingIsActiveLink(el) - ) { - el.classList.remove("collapse"); - } else { - el.classList.add("collapse"); - } - - // untick depth when we leave a UL - depth = depth - 1; - } - return hasActiveChild || isActiveNode; - }; - - // walk the TOC and expand / collapse any items that should be shown - - if (tocEl) { - walk(tocEl, 0); - updateActiveLink(); - } - - // Throttle the scroll event and walk peridiocally - window.document.addEventListener( - "scroll", - throttle(() => { - if (tocEl) { - updateActiveLink(); - walk(tocEl, 0); - } - if (!isReaderMode()) { - hideOverlappedSidebars(); - } - }, 5) - ); - window.addEventListener( - "resize", - throttle(() => { - if (!isReaderMode()) { - hideOverlappedSidebars(); - } - }, 10) - ); - hideOverlappedSidebars(); - highlightReaderToggle(isReaderMode()); -}); - -// grouped tabsets -window.addEventListener("pageshow", (_event) => { - function getTabSettings() { - const data = localStorage.getItem("quarto-persistent-tabsets-data"); - if (!data) { - localStorage.setItem("quarto-persistent-tabsets-data", "{}"); - return {}; - } - if (data) { - return JSON.parse(data); - } - } - - function setTabSettings(data) { - localStorage.setItem( - "quarto-persistent-tabsets-data", - JSON.stringify(data) - ); - } - - function setTabState(groupName, groupValue) { - const data = getTabSettings(); - data[groupName] = groupValue; - setTabSettings(data); - } - - function toggleTab(tab, active) { - const tabPanelId = tab.getAttribute("aria-controls"); - const tabPanel = document.getElementById(tabPanelId); - if (active) { - tab.classList.add("active"); - tabPanel.classList.add("active"); - } else { - tab.classList.remove("active"); - tabPanel.classList.remove("active"); - } - } - - function toggleAll(selectedGroup, selectorsToSync) { - for (const [thisGroup, tabs] of Object.entries(selectorsToSync)) { - const active = selectedGroup === thisGroup; - for (const tab of tabs) { - toggleTab(tab, active); - } - } - } - - function findSelectorsToSyncByLanguage() { - const result = {}; - const tabs = Array.from( - document.querySelectorAll(`div[data-group] a[id^='tabset-']`) - ); - for (const item of tabs) { - const div = item.parentElement.parentElement.parentElement; - const group = div.getAttribute("data-group"); - if (!result[group]) { - result[group] = {}; - } - const selectorsToSync = result[group]; - const value = item.innerHTML; - if (!selectorsToSync[value]) { - selectorsToSync[value] = []; - } - selectorsToSync[value].push(item); - } - return result; - } - - function setupSelectorSync() { - const selectorsToSync = findSelectorsToSyncByLanguage(); - Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => { - Object.entries(tabSetsByValue).forEach(([value, items]) => { - items.forEach((item) => { - item.addEventListener("click", (_event) => { - setTabState(group, value); - toggleAll(value, selectorsToSync[group]); - }); - }); - }); - }); - return selectorsToSync; - } - - const selectorsToSync = setupSelectorSync(); - for (const [group, selectedName] of 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s={keyId:j(c),pattern:a};return r&&(s.searcher=re(a,t)),s}var u={children:[],operator:i[0]};return i.forEach((function(t){var r=n[t];v(r)&&r.forEach((function(t){u.children.push(e(t))}))})),u};return se(e)||(e=le(e)),i(e)}(e,this.options),r=function e(n,r,i){if(!n.children){var o=n.keyId,c=n.searcher,a=t._findMatches({key:t._keyStore.get(o),value:t._myIndex.getValueForItemAtKeyId(r,o),searcher:c});return a&&a.length?[{idx:i,item:r,matches:a}]:[]}for(var s=[],u=0,h=n.children.length;u1&&void 0!==arguments[1]?arguments[1]:{},n=t.getFn,r=void 0===n?I.getFn:n,i=t.fieldNormWeight,o=void 0===i?I.fieldNormWeight:i,c=e.keys,a=e.records,s=new $({getFn:r,fieldNormWeight:o});return s.setKeys(c),s.setIndexRecords(a),s},ye.config=I,function(){ne.push.apply(ne,arguments)}(te),ye},"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define.amd?define(t):(e="undefined"!=typeof globalThis?globalThis:e||self).Fuse=t(); \ No newline at end of file diff --git a/report/final_report/docs/site_libs/quarto-search/quarto-search.js b/report/final_report/docs/site_libs/quarto-search/quarto-search.js deleted file mode 100644 index f5d852d..0000000 --- a/report/final_report/docs/site_libs/quarto-search/quarto-search.js +++ /dev/null @@ -1,1140 +0,0 @@ -const kQueryArg = "q"; -const kResultsArg = "show-results"; - -// If items don't provide a URL, then both the navigator and the onSelect -// function aren't called (and therefore, the default implementation is used) -// -// We're using this sentinel URL to signal to those handlers that this -// item is a more item (along with the type) and can be handled appropriately -const kItemTypeMoreHref = "0767FDFD-0422-4E5A-BC8A-3BE11E5BBA05"; - -window.document.addEventListener("DOMContentLoaded", function (_event) { - // Ensure that search is available on this page. If it isn't, - // should return early and not do anything - var searchEl = window.document.getElementById("quarto-search"); - if (!searchEl) return; - - const { autocomplete } = window["@algolia/autocomplete-js"]; - - let quartoSearchOptions = {}; - let language = {}; - const searchOptionEl = window.document.getElementById( - "quarto-search-options" - ); - if (searchOptionEl) { - const jsonStr = searchOptionEl.textContent; - quartoSearchOptions = JSON.parse(jsonStr); - language = quartoSearchOptions.language; - } - - // note the search mode - if (quartoSearchOptions.type === "overlay") { - searchEl.classList.add("type-overlay"); - } else { - searchEl.classList.add("type-textbox"); - } - - // Used to determine highlighting behavior for this page - // A `q` query param is expected when the user follows a search - // to this page - const currentUrl = new URL(window.location); - const query = currentUrl.searchParams.get(kQueryArg); - const showSearchResults = currentUrl.searchParams.get(kResultsArg); - const mainEl = window.document.querySelector("main"); - - // highlight matches on the page - if (query !== null && mainEl) { - // perform any highlighting - highlight(escapeRegExp(query), mainEl); - - // fix up the URL to remove the q query param - const replacementUrl = new URL(window.location); - replacementUrl.searchParams.delete(kQueryArg); - window.history.replaceState({}, "", replacementUrl); - } - - // function to clear highlighting on the page when the search query changes - // (e.g. if the user edits the query or clears it) - let highlighting = true; - const resetHighlighting = (searchTerm) => { - if (mainEl && highlighting && query !== null && searchTerm !== query) { - clearHighlight(query, mainEl); - highlighting = false; - } - }; - - // Clear search highlighting when the user scrolls sufficiently - const resetFn = () => { - resetHighlighting(""); - window.removeEventListener("quarto-hrChanged", resetFn); - window.removeEventListener("quarto-sectionChanged", resetFn); - }; - - // Register this event after the initial scrolling and settling of events - // on the page - window.addEventListener("quarto-hrChanged", resetFn); - window.addEventListener("quarto-sectionChanged", resetFn); - - // Responsively switch to overlay mode if the search is present on the navbar - // Note that switching the sidebar to overlay mode requires more coordinate (not just - // the media query since we generate different HTML for sidebar overlays than we do - // for sidebar input UI) - const detachedMediaQuery = - quartoSearchOptions.type === "overlay" ? "all" : "(max-width: 991px)"; - - // If configured, include the analytics client to send insights - const plugins = configurePlugins(quartoSearchOptions); - - let lastState = null; - const { setIsOpen, setQuery, setCollections } = autocomplete({ - container: searchEl, - detachedMediaQuery: detachedMediaQuery, - defaultActiveItemId: 0, - panelContainer: "#quarto-search-results", - panelPlacement: quartoSearchOptions["panel-placement"], - debug: false, - openOnFocus: true, - plugins, - classNames: { - form: "d-flex", - }, - translations: { - clearButtonTitle: language["search-clear-button-title"], - detachedCancelButtonText: language["search-detached-cancel-button-title"], - submitButtonTitle: language["search-submit-button-title"], - }, - initialState: { - query, - }, - getItemUrl({ item }) { - return item.href; - }, - onStateChange({ state }) { - // Perhaps reset highlighting - resetHighlighting(state.query); - - // If the panel just opened, ensure the panel is positioned properly - if (state.isOpen) { - if (lastState && !lastState.isOpen) { - setTimeout(() => { - positionPanel(quartoSearchOptions["panel-placement"]); - }, 150); - } - } - - // Perhaps show the copy link - showCopyLink(state.query, quartoSearchOptions); - - lastState = state; - }, - reshape({ sources, state }) { - return sources.map((source) => { - try { - const items = source.getItems(); - - // Validate the items - validateItems(items); - - // group the items by document - const groupedItems = new Map(); - items.forEach((item) => { - const hrefParts = item.href.split("#"); - const baseHref = hrefParts[0]; - const isDocumentItem = hrefParts.length === 1; - - const items = groupedItems.get(baseHref); - if (!items) { - groupedItems.set(baseHref, [item]); - } else { - // If the href for this item matches the document - // exactly, place this item first as it is the item that represents - // the document itself - if (isDocumentItem) { - items.unshift(item); - } else { - items.push(item); - } - groupedItems.set(baseHref, items); - } - }); - - const reshapedItems = []; - let count = 1; - for (const [_key, value] of groupedItems) { - const firstItem = value[0]; - reshapedItems.push({ - ...firstItem, - type: kItemTypeDoc, - }); - - const collapseMatches = quartoSearchOptions["collapse-after"]; - const collapseCount = - typeof collapseMatches === "number" ? collapseMatches : 1; - - if (value.length > 1) { - const target = `search-more-${count}`; - const isExpanded = - state.context.expanded && - state.context.expanded.includes(target); - - const remainingCount = value.length - collapseCount; - - for (let i = 1; i < value.length; i++) { - if (collapseMatches && i === collapseCount) { - reshapedItems.push({ - target, - title: isExpanded - ? language["search-hide-matches-text"] - : remainingCount === 1 - ? `${remainingCount} ${language["search-more-match-text"]}` - : `${remainingCount} ${language["search-more-matches-text"]}`, - type: kItemTypeMore, - href: kItemTypeMoreHref, - }); - } - - if (isExpanded || !collapseMatches || i < collapseCount) { - reshapedItems.push({ - ...value[i], - type: kItemTypeItem, - target, - }); - } - } - } - count += 1; - } - - return { - ...source, - getItems() { - return reshapedItems; - }, - }; - } catch (error) { - // Some form of error occurred - return { - ...source, - getItems() { - return [ - { - title: error.name || "An Error Occurred While Searching", - text: - error.message || - "An unknown error occurred while attempting to perform the requested search.", - type: kItemTypeError, - }, - ]; - }, - }; - } - }); - }, - navigator: { - navigate({ itemUrl }) { - if (itemUrl !== offsetURL(kItemTypeMoreHref)) { - window.location.assign(itemUrl); - } - }, - navigateNewTab({ itemUrl }) { - if (itemUrl !== offsetURL(kItemTypeMoreHref)) { - const windowReference = window.open(itemUrl, "_blank", "noopener"); - if (windowReference) { - windowReference.focus(); - } - } - }, - navigateNewWindow({ itemUrl }) { - if (itemUrl !== offsetURL(kItemTypeMoreHref)) { - window.open(itemUrl, "_blank", "noopener"); - } - }, - }, - getSources({ state, setContext, setActiveItemId, refresh }) { - return [ - { - sourceId: "documents", - getItemUrl({ item }) { - if (item.href) { - return offsetURL(item.href); - } else { - return undefined; - } - }, - onSelect({ - item, - state, - setContext, - setIsOpen, - setActiveItemId, - refresh, - }) { - if (item.type === kItemTypeMore) { - toggleExpanded(item, state, setContext, setActiveItemId, refresh); - - // Toggle more - setIsOpen(true); - } - }, - getItems({ query }) { - if (query === null || query === "") { - return []; - } - - const limit = quartoSearchOptions.limit; - if (quartoSearchOptions.algolia) { - return algoliaSearch(query, limit, quartoSearchOptions.algolia); - } else { - // Fuse search options - const fuseSearchOptions = { - isCaseSensitive: false, - shouldSort: true, - minMatchCharLength: 2, - limit: limit, - }; - - return readSearchData().then(function (fuse) { - return fuseSearch(query, fuse, fuseSearchOptions); - }); - } - }, - templates: { - noResults({ createElement }) { - const hasQuery = lastState.query; - - return createElement( - "div", - { - class: `quarto-search-no-results${ - hasQuery ? "" : " no-query" - }`, - }, - language["search-no-results-text"] - ); - }, - header({ items, createElement }) { - // count the documents - const count = items.filter((item) => { - return item.type === kItemTypeDoc; - }).length; - - if (count > 0) { - return createElement( - "div", - { class: "search-result-header" }, - `${count} ${language["search-matching-documents-text"]}` - ); - } else { - return createElement( - "div", - { class: "search-result-header-no-results" }, - `` - ); - } - }, - footer({ _items, createElement }) { - if ( - quartoSearchOptions.algolia && - quartoSearchOptions.algolia["show-logo"] - ) { - const libDir = quartoSearchOptions.algolia["libDir"]; - const logo = createElement("img", { - src: offsetURL( - `${libDir}/quarto-search/search-by-algolia.svg` - ), - class: "algolia-search-logo", - }); - return createElement( - "a", - { href: "http://www.algolia.com/" }, - logo - ); - } - }, - - item({ item, createElement }) { - return renderItem( - item, - createElement, - state, - setActiveItemId, - setContext, - refresh - ); - }, - }, - }, - ]; - }, - }); - - window.quartoOpenSearch = () => { - setIsOpen(false); - setIsOpen(true); - focusSearchInput(); - }; - - // Remove the labeleledby attribute since it is pointing - // to a non-existent label - if (quartoSearchOptions.type === "overlay") { - const inputEl = window.document.querySelector( - "#quarto-search .aa-Autocomplete" - ); - if (inputEl) { - inputEl.removeAttribute("aria-labelledby"); - } - } - - // If the main document scrolls dismiss the search results - // (otherwise, since they're floating in the document they can scroll with the document) - window.document.body.onscroll = () => { - setIsOpen(false); - }; - - if (showSearchResults) { - setIsOpen(true); - focusSearchInput(); - } -}); - -function configurePlugins(quartoSearchOptions) { - const autocompletePlugins = []; - const algoliaOptions = quartoSearchOptions.algolia; - if ( - algoliaOptions && - algoliaOptions["analytics-events"] && - algoliaOptions["search-only-api-key"] && - algoliaOptions["application-id"] - ) { - const apiKey = algoliaOptions["search-only-api-key"]; - const appId = algoliaOptions["application-id"]; - - // Aloglia insights may not be loaded because they require cookie consent - // Use deferred loading so events will start being recorded when/if consent - // is granted. - const algoliaInsightsDeferredPlugin = deferredLoadPlugin(() => { - if ( - window.aa && - window["@algolia/autocomplete-plugin-algolia-insights"] - ) { - window.aa("init", { - appId, - apiKey, - useCookie: true, - }); - - const { createAlgoliaInsightsPlugin } = - window["@algolia/autocomplete-plugin-algolia-insights"]; - // Register the insights client - const algoliaInsightsPlugin = createAlgoliaInsightsPlugin({ - insightsClient: window.aa, - onItemsChange({ insights, insightsEvents }) { - const events = insightsEvents.map((event) => { - const maxEvents = event.objectIDs.slice(0, 20); - return { - ...event, - objectIDs: maxEvents, - }; - }); - - insights.viewedObjectIDs(...events); - }, - }); - return algoliaInsightsPlugin; - } - }); - - // Add the plugin - autocompletePlugins.push(algoliaInsightsDeferredPlugin); - return autocompletePlugins; - } -} - -// For plugins that may not load immediately, create a wrapper -// plugin and forward events and plugin data once the plugin -// is initialized. This is useful for cases like cookie consent -// which may prevent the analytics insights event plugin from initializing -// immediately. -function deferredLoadPlugin(createPlugin) { - let plugin = undefined; - let subscribeObj = undefined; - const wrappedPlugin = () => { - if (!plugin && subscribeObj) { - plugin = createPlugin(); - if (plugin && plugin.subscribe) { - plugin.subscribe(subscribeObj); - } - } - return plugin; - }; - - return { - subscribe: (obj) => { - subscribeObj = obj; - }, - onStateChange: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.onStateChange) { - plugin.onStateChange(obj); - } - }, - onSubmit: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.onSubmit) { - plugin.onSubmit(obj); - } - }, - onReset: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.onReset) { - plugin.onReset(obj); - } - }, - getSources: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.getSources) { - return plugin.getSources(obj); - } else { - return Promise.resolve([]); - } - }, - data: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.data) { - plugin.data(obj); - } - }, - }; -} - -function validateItems(items) { - // Validate the first item - if (items.length > 0) { - const item = items[0]; - const missingFields = []; - if (item.href == undefined) { - missingFields.push("href"); - } - if (!item.title == undefined) { - missingFields.push("title"); - } - if (!item.text == undefined) { - missingFields.push("text"); - } - - if (missingFields.length === 1) { - throw { - name: `Error: Search index is missing the ${missingFields[0]} field.`, - message: `The items being returned for this search do not include all the required fields. Please ensure that your index items include the ${missingFields[0]} field or use index-fields in your _quarto.yml file to specify the field names.`, - }; - } else if (missingFields.length > 1) { - const missingFieldList = missingFields - .map((field) => { - return `${field}`; - }) - .join(", "); - - throw { - name: `Error: Search index is missing the following fields: ${missingFieldList}.`, - message: `The items being returned for this search do not include all the required fields. Please ensure that your index items includes the following fields: ${missingFieldList}, or use index-fields in your _quarto.yml file to specify the field names.`, - }; - } - } -} - -let lastQuery = null; -function showCopyLink(query, options) { - const language = options.language; - lastQuery = query; - // Insert share icon - const inputSuffixEl = window.document.body.querySelector( - ".aa-Form .aa-InputWrapperSuffix" - ); - - if (inputSuffixEl) { - let copyButtonEl = window.document.body.querySelector( - ".aa-Form .aa-InputWrapperSuffix .aa-CopyButton" - ); - - if (copyButtonEl === null) { - copyButtonEl = window.document.createElement("button"); - copyButtonEl.setAttribute("class", "aa-CopyButton"); - copyButtonEl.setAttribute("type", "button"); - copyButtonEl.setAttribute("title", language["search-copy-link-title"]); - copyButtonEl.onmousedown = (e) => { - e.preventDefault(); - e.stopPropagation(); - }; - - const linkIcon = "bi-clipboard"; - const checkIcon = "bi-check2"; - - const shareIconEl = window.document.createElement("i"); - shareIconEl.setAttribute("class", `bi ${linkIcon}`); - copyButtonEl.appendChild(shareIconEl); - inputSuffixEl.prepend(copyButtonEl); - - const clipboard = new window.ClipboardJS(".aa-CopyButton", { - text: function (_trigger) { - const copyUrl = new URL(window.location); - copyUrl.searchParams.set(kQueryArg, lastQuery); - copyUrl.searchParams.set(kResultsArg, "1"); - return copyUrl.toString(); - }, - }); - clipboard.on("success", function (e) { - // Focus the input - - // button target - const button = e.trigger; - const icon = button.querySelector("i.bi"); - - // flash "checked" - icon.classList.add(checkIcon); - icon.classList.remove(linkIcon); - setTimeout(function () { - icon.classList.remove(checkIcon); - icon.classList.add(linkIcon); - }, 1000); - }); - } - - // If there is a query, show the link icon - if (copyButtonEl) { - if (lastQuery && options["copy-button"]) { - copyButtonEl.style.display = "flex"; - } else { - copyButtonEl.style.display = "none"; - } - } - } -} - -/* Search Index Handling */ -// create the index -var fuseIndex = undefined; -async function readSearchData() { - // Initialize the search index on demand - if (fuseIndex === undefined) { - // create fuse index - const options = { - keys: [ - { name: "title", weight: 20 }, - { name: "section", weight: 20 }, - { name: "text", weight: 10 }, - ], - ignoreLocation: true, - threshold: 0.1, - }; - const fuse = new window.Fuse([], options); - - // fetch the main search.json - const response = await fetch(offsetURL("search.json")); - if (response.status == 200) { - return response.json().then(function (searchDocs) { - searchDocs.forEach(function (searchDoc) { - fuse.add(searchDoc); - }); - fuseIndex = fuse; - return fuseIndex; - }); - } else { - return Promise.reject( - new Error( - "Unexpected status from search index request: " + response.status - ) - ); - } - } - return fuseIndex; -} - -function inputElement() { - return window.document.body.querySelector(".aa-Form .aa-Input"); -} - -function focusSearchInput() { - setTimeout(() => { - const inputEl = inputElement(); - if (inputEl) { - inputEl.focus(); - } - }, 50); -} - -/* Panels */ -const kItemTypeDoc = "document"; -const kItemTypeMore = "document-more"; -const kItemTypeItem = "document-item"; -const kItemTypeError = "error"; - -function renderItem( - item, - createElement, - state, - setActiveItemId, - setContext, - refresh -) { - switch (item.type) { - case kItemTypeDoc: - return createDocumentCard( - createElement, - "file-richtext", - item.title, - item.section, - item.text, - item.href - ); - case kItemTypeMore: - return createMoreCard( - createElement, - item, - state, - setActiveItemId, - setContext, - refresh - ); - case kItemTypeItem: - return createSectionCard( - createElement, - item.section, - item.text, - item.href - ); - case kItemTypeError: - return createErrorCard(createElement, item.title, item.text); - default: - return undefined; - } -} - -function createDocumentCard(createElement, icon, title, section, text, href) { - const iconEl = createElement("i", { - class: `bi bi-${icon} search-result-icon`, - }); - const titleEl = createElement("p", { class: "search-result-title" }, title); - const titleContainerEl = createElement( - "div", - { class: "search-result-title-container" }, - [iconEl, titleEl] - ); - - const textEls = []; - if (section) { - const sectionEl = createElement( - "p", - { class: "search-result-section" }, - section - ); - textEls.push(sectionEl); - } - const descEl = createElement("p", { - class: "search-result-text", - dangerouslySetInnerHTML: { - __html: text, - }, - }); - textEls.push(descEl); - - const textContainerEl = createElement( - "div", - { class: "search-result-text-container" }, - textEls - ); - - const containerEl = createElement( - "div", - { - class: "search-result-container", - }, - [titleContainerEl, textContainerEl] - ); - - const linkEl = createElement( - "a", - { - href: offsetURL(href), - class: "search-result-link", - }, - containerEl - ); - - const classes = ["search-result-doc", "search-item"]; - if (!section) { - classes.push("document-selectable"); - } - - return createElement( - "div", - { - class: classes.join(" "), - }, - linkEl - ); -} - -function createMoreCard( - createElement, - item, - state, - setActiveItemId, - setContext, - refresh -) { - const moreCardEl = createElement( - "div", - { - class: "search-result-more search-item", - onClick: (e) => { - // Handle expanding the sections by adding the expanded - // section to the list of expanded sections - toggleExpanded(item, state, setContext, setActiveItemId, refresh); - e.stopPropagation(); - }, - }, - item.title - ); - - return moreCardEl; -} - -function toggleExpanded(item, state, setContext, setActiveItemId, refresh) { - const expanded = state.context.expanded || []; - if (expanded.includes(item.target)) { - setContext({ - expanded: expanded.filter((target) => target !== item.target), - }); - } else { - setContext({ expanded: [...expanded, item.target] }); - } - - refresh(); - setActiveItemId(item.__autocomplete_id); -} - -function createSectionCard(createElement, section, text, href) { - const sectionEl = createSection(createElement, section, text, href); - return createElement( - "div", - { - class: "search-result-doc-section search-item", - }, - sectionEl - ); -} - -function createSection(createElement, title, text, href) { - const descEl = createElement("p", { - class: "search-result-text", - dangerouslySetInnerHTML: { - __html: text, - }, - }); - - const titleEl = createElement("p", { class: "search-result-section" }, title); - const linkEl = createElement( - "a", - { - href: offsetURL(href), - class: "search-result-link", - }, - [titleEl, descEl] - ); - return linkEl; -} - -function createErrorCard(createElement, title, text) { - const descEl = createElement("p", { - class: "search-error-text", - dangerouslySetInnerHTML: { - __html: text, - }, - }); - - const titleEl = createElement("p", { - class: "search-error-title", - dangerouslySetInnerHTML: { - __html: ` ${title}`, - }, - }); - const errorEl = createElement("div", { class: "search-error" }, [ - titleEl, - descEl, - ]); - return errorEl; -} - -function positionPanel(pos) { - const panelEl = window.document.querySelector( - "#quarto-search-results .aa-Panel" - ); - const inputEl = window.document.querySelector( - "#quarto-search .aa-Autocomplete" - ); - - if (panelEl && inputEl) { - panelEl.style.top = `${Math.round(panelEl.offsetTop)}px`; - if (pos === "start") { - panelEl.style.left = `${Math.round(inputEl.left)}px`; - } else { - panelEl.style.right = `${Math.round(inputEl.offsetRight)}px`; - } - } -} - -/* Highlighting */ -// highlighting functions -function highlightMatch(query, text) { - if (text) { - const start = text.toLowerCase().indexOf(query.toLowerCase()); - if (start !== -1) { - const startMark = ""; - const endMark = ""; - - const end = start + query.length; - text = - text.slice(0, start) + - startMark + - text.slice(start, end) + - endMark + - text.slice(end); - const startInfo = clipStart(text, start); - const endInfo = clipEnd( - text, - startInfo.position + startMark.length + endMark.length - ); - text = - startInfo.prefix + - text.slice(startInfo.position, endInfo.position) + - endInfo.suffix; - - return text; - } else { - return text; - } - } else { - return text; - } -} - -function clipStart(text, pos) { - const clipStart = pos - 50; - if (clipStart < 0) { - // This will just return the start of the string - return { - position: 0, - prefix: "", - }; - } else { - // We're clipping before the start of the string, walk backwards to the first space. - const spacePos = findSpace(text, pos, -1); - return { - position: spacePos.position, - prefix: "", - }; - } -} - -function clipEnd(text, pos) { - const clipEnd = pos + 200; - if (clipEnd > text.length) { - return { - position: text.length, - suffix: "", - }; - } else { - const spacePos = findSpace(text, clipEnd, 1); - return { - position: spacePos.position, - suffix: spacePos.clipped ? "…" : "", - }; - } -} - -function findSpace(text, start, step) { - let stepPos = start; - while (stepPos > -1 && stepPos < text.length) { - const char = text[stepPos]; - if (char === " " || char === "," || char === ":") { - return { - position: step === 1 ? stepPos : stepPos - step, - clipped: stepPos > 1 && stepPos < text.length, - }; - } - stepPos = stepPos + step; - } - - return { - position: stepPos - step, - clipped: false, - }; -} - -// removes highlighting as implemented by the mark tag -function clearHighlight(searchterm, el) { - const childNodes = el.childNodes; - for (let i = childNodes.length - 1; i >= 0; i--) { - const node = childNodes[i]; - if (node.nodeType === Node.ELEMENT_NODE) { - if ( - node.tagName === "MARK" && - node.innerText.toLowerCase() === searchterm.toLowerCase() - ) { - el.replaceChild(document.createTextNode(node.innerText), node); - } else { - clearHighlight(searchterm, node); - } - } - } -} - -function escapeRegExp(string) { - return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string -} - -// highlight matches -function highlight(term, el) { - const termRegex = new RegExp(term, "ig"); - const childNodes = el.childNodes; - - // walk back to front avoid mutating elements in front of us - for (let i = childNodes.length - 1; i >= 0; i--) { - const node = childNodes[i]; - - if (node.nodeType === Node.TEXT_NODE) { - // Search text nodes for text to highlight - const text = node.nodeValue; - - let startIndex = 0; - let matchIndex = text.search(termRegex); - if (matchIndex > -1) { - const markFragment = document.createDocumentFragment(); - while (matchIndex > -1) { - const prefix = text.slice(startIndex, matchIndex); - markFragment.appendChild(document.createTextNode(prefix)); - - const mark = document.createElement("mark"); - mark.appendChild( - document.createTextNode( - text.slice(matchIndex, matchIndex + term.length) - ) - ); - markFragment.appendChild(mark); - - startIndex = matchIndex + term.length; - matchIndex = text.slice(startIndex).search(new RegExp(term, "ig")); - if (matchIndex > -1) { - matchIndex = startIndex + matchIndex; - } - } - if (startIndex < text.length) { - markFragment.appendChild( - document.createTextNode(text.slice(startIndex, text.length)) - ); - } - - el.replaceChild(markFragment, node); - } - } else if (node.nodeType === Node.ELEMENT_NODE) { - // recurse through elements - highlight(term, node); - } - } -} - -/* Link Handling */ -// get the offset from this page for a given site root relative url -function offsetURL(url) { - var offset = getMeta("quarto:offset"); - return offset ? offset + url : url; -} - -// read a meta tag value -function getMeta(metaName) { - var metas = window.document.getElementsByTagName("meta"); - for (let i = 0; i < metas.length; i++) { - if (metas[i].getAttribute("name") === metaName) { - return metas[i].getAttribute("content"); - } - } - return ""; -} - -function algoliaSearch(query, limit, algoliaOptions) { - const { getAlgoliaResults } = window["@algolia/autocomplete-preset-algolia"]; - - const applicationId = algoliaOptions["application-id"]; - const searchOnlyApiKey = algoliaOptions["search-only-api-key"]; - const indexName = algoliaOptions["index-name"]; - const indexFields = algoliaOptions["index-fields"]; - const searchClient = window.algoliasearch(applicationId, searchOnlyApiKey); - const searchParams = algoliaOptions["params"]; - const searchAnalytics = !!algoliaOptions["analytics-events"]; - - return getAlgoliaResults({ - searchClient, - queries: [ - { - indexName: indexName, - query, - params: { - hitsPerPage: limit, - clickAnalytics: searchAnalytics, - ...searchParams, - }, - }, - ], - transformResponse: (response) => { - if (!indexFields) { - return response.hits.map((hit) => { - return hit.map((item) => { - return { - ...item, - text: highlightMatch(query, item.text), - }; - }); - }); - } else { - const remappedHits = response.hits.map((hit) => { - return hit.map((item) => { - const newItem = { ...item }; - ["href", "section", "title", "text"].forEach((keyName) => { - const mappedName = indexFields[keyName]; - if ( - mappedName && - item[mappedName] !== undefined && - mappedName !== keyName - ) { - newItem[keyName] = item[mappedName]; - delete newItem[mappedName]; - } - }); - newItem.text = highlightMatch(query, newItem.text); - return newItem; - }); - }); - return remappedHits; - } - }, - }); -} - -function fuseSearch(query, fuse, fuseOptions) { - return fuse.search(query, fuseOptions).map((result) => { - const addParam = (url, name, value) => { - const anchorParts = url.split("#"); - const baseUrl = anchorParts[0]; - const sep = baseUrl.search("\\?") > 0 ? "&" : "?"; - anchorParts[0] = baseUrl + sep + name + "=" + value; - return anchorParts.join("#"); - }; - - return { - title: result.item.title, - section: result.item.section, - href: addParam(result.item.href, kQueryArg, query), - text: highlightMatch(query, result.item.text), - }; - }); -} diff --git a/report/final_report/final_report_files/libs/bootstrap/bootstrap-icons.css b/report/final_report/final_report_files/libs/bootstrap/bootstrap-icons.css deleted file mode 100644 index 94f1940..0000000 --- a/report/final_report/final_report_files/libs/bootstrap/bootstrap-icons.css +++ /dev/null @@ -1,2018 +0,0 @@ -@font-face { - font-display: block; - font-family: "bootstrap-icons"; - src: -url("./bootstrap-icons.woff?2ab2cbbe07fcebb53bdaa7313bb290f2") format("woff"); -} - -.bi::before, -[class^="bi-"]::before, -[class*=" bi-"]::before { - display: inline-block; - font-family: bootstrap-icons !important; - font-style: normal; - font-weight: normal !important; - font-variant: normal; - text-transform: none; - line-height: 1; - vertical-align: -.125em; - -webkit-font-smoothing: antialiased; - -moz-osx-font-smoothing: grayscale; -} - -.bi-123::before { content: "\f67f"; } -.bi-alarm-fill::before { content: "\f101"; } -.bi-alarm::before { content: "\f102"; } -.bi-align-bottom::before { content: "\f103"; } -.bi-align-center::before { content: "\f104"; } -.bi-align-end::before { content: "\f105"; } -.bi-align-middle::before { content: "\f106"; } -.bi-align-start::before { content: "\f107"; } -.bi-align-top::before { content: "\f108"; } -.bi-alt::before { content: "\f109"; } -.bi-app-indicator::before { content: "\f10a"; } -.bi-app::before { content: "\f10b"; } -.bi-archive-fill::before { content: "\f10c"; } -.bi-archive::before { content: "\f10d"; } -.bi-arrow-90deg-down::before { content: "\f10e"; } -.bi-arrow-90deg-left::before { content: "\f10f"; } -.bi-arrow-90deg-right::before { content: "\f110"; } -.bi-arrow-90deg-up::before { content: "\f111"; } 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} -.bi-file-lock2::before { content: "\f39f"; } -.bi-file-medical-fill::before { content: "\f3a0"; } -.bi-file-medical::before { content: "\f3a1"; } -.bi-file-minus-fill::before { content: "\f3a2"; } -.bi-file-minus::before { content: "\f3a3"; } -.bi-file-music-fill::before { content: "\f3a4"; } -.bi-file-music::before { content: "\f3a5"; } -.bi-file-person-fill::before { content: "\f3a6"; } -.bi-file-person::before { content: "\f3a7"; } -.bi-file-play-fill::before { content: "\f3a8"; } -.bi-file-play::before { content: "\f3a9"; } -.bi-file-plus-fill::before { content: "\f3aa"; } -.bi-file-plus::before { content: "\f3ab"; } -.bi-file-post-fill::before { content: "\f3ac"; } -.bi-file-post::before { content: "\f3ad"; } -.bi-file-ppt-fill::before { content: "\f3ae"; } -.bi-file-ppt::before { content: "\f3af"; } -.bi-file-richtext-fill::before { content: "\f3b0"; } -.bi-file-richtext::before { content: "\f3b1"; } -.bi-file-ruled-fill::before { content: "\f3b2"; } -.bi-file-ruled::before { content: "\f3b3"; } -.bi-file-slides-fill::before { content: "\f3b4"; } -.bi-file-slides::before { content: "\f3b5"; } -.bi-file-spreadsheet-fill::before { content: "\f3b6"; } -.bi-file-spreadsheet::before { content: "\f3b7"; } -.bi-file-text-fill::before { content: "\f3b8"; } -.bi-file-text::before { content: "\f3b9"; } -.bi-file-word-fill::before { content: "\f3ba"; } -.bi-file-word::before { content: "\f3bb"; } -.bi-file-x-fill::before { content: "\f3bc"; } -.bi-file-x::before { content: "\f3bd"; } -.bi-file-zip-fill::before { content: "\f3be"; } -.bi-file-zip::before { content: "\f3bf"; } -.bi-file::before { content: "\f3c0"; } -.bi-files-alt::before { content: "\f3c1"; } -.bi-files::before { content: "\f3c2"; } -.bi-film::before { content: "\f3c3"; } -.bi-filter-circle-fill::before { content: "\f3c4"; } -.bi-filter-circle::before { content: "\f3c5"; } -.bi-filter-left::before { content: "\f3c6"; } -.bi-filter-right::before { content: "\f3c7"; } -.bi-filter-square-fill::before { content: "\f3c8"; } -.bi-filter-square::before { content: "\f3c9"; } -.bi-filter::before { content: "\f3ca"; } -.bi-flag-fill::before { content: "\f3cb"; } -.bi-flag::before { content: "\f3cc"; } -.bi-flower1::before { content: "\f3cd"; } -.bi-flower2::before { content: "\f3ce"; } -.bi-flower3::before { content: "\f3cf"; } -.bi-folder-check::before { content: "\f3d0"; } -.bi-folder-fill::before { content: "\f3d1"; } -.bi-folder-minus::before { content: "\f3d2"; } -.bi-folder-plus::before { content: "\f3d3"; } -.bi-folder-symlink-fill::before { content: "\f3d4"; } -.bi-folder-symlink::before { content: "\f3d5"; } -.bi-folder-x::before { content: "\f3d6"; } -.bi-folder::before { content: "\f3d7"; } -.bi-folder2-open::before { content: "\f3d8"; } -.bi-folder2::before { content: "\f3d9"; } -.bi-fonts::before { content: "\f3da"; } -.bi-forward-fill::before { content: "\f3db"; } -.bi-forward::before { content: "\f3dc"; } -.bi-front::before { content: "\f3dd"; } -.bi-fullscreen-exit::before { content: "\f3de"; } -.bi-fullscreen::before { content: "\f3df"; } -.bi-funnel-fill::before { content: "\f3e0"; } -.bi-funnel::before { content: "\f3e1"; } -.bi-gear-fill::before { content: "\f3e2"; } -.bi-gear-wide-connected::before { content: "\f3e3"; } -.bi-gear-wide::before { content: "\f3e4"; } -.bi-gear::before { content: "\f3e5"; } -.bi-gem::before { content: "\f3e6"; } -.bi-geo-alt-fill::before { content: "\f3e7"; } -.bi-geo-alt::before { content: "\f3e8"; } -.bi-geo-fill::before { content: "\f3e9"; } -.bi-geo::before { content: "\f3ea"; } -.bi-gift-fill::before { content: "\f3eb"; } -.bi-gift::before { content: "\f3ec"; } -.bi-github::before { content: "\f3ed"; } -.bi-globe::before { content: "\f3ee"; } -.bi-globe2::before { content: "\f3ef"; } -.bi-google::before { content: "\f3f0"; } -.bi-graph-down::before { content: "\f3f1"; } -.bi-graph-up::before { content: "\f3f2"; } -.bi-grid-1x2-fill::before { content: "\f3f3"; } -.bi-grid-1x2::before { content: "\f3f4"; } -.bi-grid-3x2-gap-fill::before { content: "\f3f5"; } -.bi-grid-3x2-gap::before { content: "\f3f6"; } -.bi-grid-3x2::before { content: "\f3f7"; } -.bi-grid-3x3-gap-fill::before { content: "\f3f8"; } -.bi-grid-3x3-gap::before { content: "\f3f9"; } -.bi-grid-3x3::before { content: "\f3fa"; } -.bi-grid-fill::before { content: "\f3fb"; } -.bi-grid::before { content: "\f3fc"; } -.bi-grip-horizontal::before { content: "\f3fd"; } -.bi-grip-vertical::before { content: "\f3fe"; } -.bi-hammer::before { content: "\f3ff"; } -.bi-hand-index-fill::before { content: "\f400"; } -.bi-hand-index-thumb-fill::before { content: "\f401"; } -.bi-hand-index-thumb::before { content: "\f402"; } -.bi-hand-index::before { content: "\f403"; } -.bi-hand-thumbs-down-fill::before { content: "\f404"; } -.bi-hand-thumbs-down::before { content: "\f405"; } -.bi-hand-thumbs-up-fill::before { content: "\f406"; } -.bi-hand-thumbs-up::before { content: "\f407"; } -.bi-handbag-fill::before { content: "\f408"; } -.bi-handbag::before { content: "\f409"; } -.bi-hash::before { content: "\f40a"; } -.bi-hdd-fill::before { content: "\f40b"; } -.bi-hdd-network-fill::before { content: "\f40c"; } -.bi-hdd-network::before { content: "\f40d"; } -.bi-hdd-rack-fill::before { content: "\f40e"; } -.bi-hdd-rack::before { content: "\f40f"; } -.bi-hdd-stack-fill::before { content: "\f410"; } -.bi-hdd-stack::before { content: "\f411"; } -.bi-hdd::before { content: "\f412"; } -.bi-headphones::before { content: "\f413"; } -.bi-headset::before { content: "\f414"; } -.bi-heart-fill::before { content: "\f415"; } -.bi-heart-half::before { content: "\f416"; } -.bi-heart::before { content: "\f417"; } -.bi-heptagon-fill::before { content: "\f418"; } -.bi-heptagon-half::before { content: "\f419"; } -.bi-heptagon::before { content: "\f41a"; } -.bi-hexagon-fill::before { content: "\f41b"; } -.bi-hexagon-half::before { content: "\f41c"; } -.bi-hexagon::before { content: "\f41d"; } -.bi-hourglass-bottom::before { content: "\f41e"; } -.bi-hourglass-split::before { content: "\f41f"; } -.bi-hourglass-top::before { content: "\f420"; } -.bi-hourglass::before { content: "\f421"; } -.bi-house-door-fill::before { content: "\f422"; } -.bi-house-door::before { content: "\f423"; } -.bi-house-fill::before { content: "\f424"; } -.bi-house::before { content: "\f425"; } -.bi-hr::before { content: "\f426"; } -.bi-hurricane::before { content: "\f427"; } -.bi-image-alt::before { content: "\f428"; } -.bi-image-fill::before { content: "\f429"; } -.bi-image::before { content: "\f42a"; } -.bi-images::before { content: "\f42b"; } -.bi-inbox-fill::before { content: "\f42c"; } -.bi-inbox::before { content: "\f42d"; } -.bi-inboxes-fill::before { content: "\f42e"; } -.bi-inboxes::before { content: "\f42f"; } -.bi-info-circle-fill::before { content: "\f430"; } -.bi-info-circle::before { content: "\f431"; } -.bi-info-square-fill::before { content: "\f432"; } -.bi-info-square::before { content: "\f433"; } -.bi-info::before { content: "\f434"; } -.bi-input-cursor-text::before { content: "\f435"; } -.bi-input-cursor::before { content: "\f436"; } -.bi-instagram::before { content: "\f437"; } -.bi-intersect::before { content: "\f438"; } -.bi-journal-album::before { content: "\f439"; } -.bi-journal-arrow-down::before { content: "\f43a"; } -.bi-journal-arrow-up::before { content: "\f43b"; } -.bi-journal-bookmark-fill::before { content: "\f43c"; } -.bi-journal-bookmark::before { content: "\f43d"; } -.bi-journal-check::before { content: "\f43e"; } -.bi-journal-code::before { content: "\f43f"; } -.bi-journal-medical::before { content: "\f440"; } -.bi-journal-minus::before { content: "\f441"; } -.bi-journal-plus::before { content: "\f442"; } -.bi-journal-richtext::before { content: "\f443"; } -.bi-journal-text::before { content: "\f444"; } -.bi-journal-x::before { content: "\f445"; } -.bi-journal::before { content: "\f446"; } -.bi-journals::before { content: "\f447"; } -.bi-joystick::before { content: "\f448"; } -.bi-justify-left::before { content: "\f449"; } -.bi-justify-right::before { content: "\f44a"; } -.bi-justify::before { content: "\f44b"; } -.bi-kanban-fill::before { content: "\f44c"; } -.bi-kanban::before { content: "\f44d"; } -.bi-key-fill::before { content: "\f44e"; } -.bi-key::before { content: "\f44f"; } -.bi-keyboard-fill::before { content: "\f450"; } -.bi-keyboard::before { content: "\f451"; } -.bi-ladder::before { content: "\f452"; } -.bi-lamp-fill::before { content: "\f453"; } -.bi-lamp::before { content: "\f454"; } -.bi-laptop-fill::before { content: "\f455"; } -.bi-laptop::before { content: "\f456"; } -.bi-layer-backward::before { content: "\f457"; } -.bi-layer-forward::before { content: "\f458"; } -.bi-layers-fill::before { content: "\f459"; } -.bi-layers-half::before { content: "\f45a"; } -.bi-layers::before { content: "\f45b"; } -.bi-layout-sidebar-inset-reverse::before { content: "\f45c"; } -.bi-layout-sidebar-inset::before { content: "\f45d"; } -.bi-layout-sidebar-reverse::before { content: "\f45e"; } -.bi-layout-sidebar::before { content: "\f45f"; } -.bi-layout-split::before { content: "\f460"; } -.bi-layout-text-sidebar-reverse::before { content: "\f461"; } -.bi-layout-text-sidebar::before { content: "\f462"; } -.bi-layout-text-window-reverse::before { content: "\f463"; } -.bi-layout-text-window::before { content: "\f464"; } -.bi-layout-three-columns::before { content: "\f465"; } -.bi-layout-wtf::before { content: "\f466"; } -.bi-life-preserver::before { content: "\f467"; } -.bi-lightbulb-fill::before { content: "\f468"; } -.bi-lightbulb-off-fill::before { content: "\f469"; } -.bi-lightbulb-off::before { content: "\f46a"; } -.bi-lightbulb::before { content: "\f46b"; } -.bi-lightning-charge-fill::before { content: "\f46c"; } -.bi-lightning-charge::before { content: "\f46d"; } -.bi-lightning-fill::before { content: "\f46e"; } -.bi-lightning::before { content: "\f46f"; } -.bi-link-45deg::before { content: "\f470"; } -.bi-link::before { content: "\f471"; } -.bi-linkedin::before { content: "\f472"; } -.bi-list-check::before { content: "\f473"; } -.bi-list-nested::before { content: "\f474"; } -.bi-list-ol::before { content: "\f475"; } -.bi-list-stars::before { content: "\f476"; } -.bi-list-task::before { content: "\f477"; } -.bi-list-ul::before { content: "\f478"; } -.bi-list::before { content: "\f479"; } -.bi-lock-fill::before { content: "\f47a"; } -.bi-lock::before { content: "\f47b"; } -.bi-mailbox::before { content: "\f47c"; } -.bi-mailbox2::before { content: "\f47d"; } -.bi-map-fill::before { content: "\f47e"; } -.bi-map::before { content: "\f47f"; } -.bi-markdown-fill::before { content: "\f480"; } -.bi-markdown::before { content: "\f481"; } -.bi-mask::before { content: "\f482"; } -.bi-megaphone-fill::before { content: "\f483"; } -.bi-megaphone::before { content: "\f484"; } -.bi-menu-app-fill::before { content: "\f485"; } -.bi-menu-app::before { content: "\f486"; } -.bi-menu-button-fill::before { content: "\f487"; } -.bi-menu-button-wide-fill::before { content: "\f488"; } -.bi-menu-button-wide::before { content: "\f489"; } -.bi-menu-button::before { content: "\f48a"; } -.bi-menu-down::before { content: "\f48b"; } -.bi-menu-up::before { content: "\f48c"; } -.bi-mic-fill::before { content: "\f48d"; } -.bi-mic-mute-fill::before { content: "\f48e"; } -.bi-mic-mute::before { content: "\f48f"; } -.bi-mic::before { content: "\f490"; } -.bi-minecart-loaded::before { content: "\f491"; } -.bi-minecart::before { content: "\f492"; } -.bi-moisture::before { content: "\f493"; } -.bi-moon-fill::before { content: "\f494"; } -.bi-moon-stars-fill::before { content: "\f495"; } -.bi-moon-stars::before { content: "\f496"; } -.bi-moon::before { content: "\f497"; } -.bi-mouse-fill::before { content: "\f498"; } -.bi-mouse::before { content: "\f499"; } -.bi-mouse2-fill::before { content: "\f49a"; } -.bi-mouse2::before { content: "\f49b"; } -.bi-mouse3-fill::before { content: "\f49c"; } -.bi-mouse3::before { content: "\f49d"; } -.bi-music-note-beamed::before { content: "\f49e"; } -.bi-music-note-list::before { content: "\f49f"; } -.bi-music-note::before { content: "\f4a0"; } -.bi-music-player-fill::before { content: "\f4a1"; } -.bi-music-player::before { content: "\f4a2"; } -.bi-newspaper::before { content: "\f4a3"; } -.bi-node-minus-fill::before { content: "\f4a4"; } -.bi-node-minus::before { content: "\f4a5"; } -.bi-node-plus-fill::before { content: "\f4a6"; } -.bi-node-plus::before { content: "\f4a7"; } -.bi-nut-fill::before { content: "\f4a8"; } -.bi-nut::before { content: "\f4a9"; } -.bi-octagon-fill::before { content: "\f4aa"; } -.bi-octagon-half::before { content: "\f4ab"; } -.bi-octagon::before { content: "\f4ac"; } -.bi-option::before { content: "\f4ad"; } -.bi-outlet::before { content: "\f4ae"; } -.bi-paint-bucket::before { content: "\f4af"; } -.bi-palette-fill::before { content: "\f4b0"; } -.bi-palette::before { content: "\f4b1"; } -.bi-palette2::before { content: "\f4b2"; } -.bi-paperclip::before { content: "\f4b3"; } -.bi-paragraph::before { content: "\f4b4"; } -.bi-patch-check-fill::before { content: "\f4b5"; } -.bi-patch-check::before { content: "\f4b6"; } -.bi-patch-exclamation-fill::before { content: "\f4b7"; } -.bi-patch-exclamation::before { content: "\f4b8"; } -.bi-patch-minus-fill::before { content: "\f4b9"; } -.bi-patch-minus::before { content: "\f4ba"; } -.bi-patch-plus-fill::before { content: "\f4bb"; } -.bi-patch-plus::before { content: "\f4bc"; } -.bi-patch-question-fill::before { content: "\f4bd"; } -.bi-patch-question::before { content: "\f4be"; } -.bi-pause-btn-fill::before { content: "\f4bf"; } -.bi-pause-btn::before { content: "\f4c0"; } -.bi-pause-circle-fill::before { content: "\f4c1"; } -.bi-pause-circle::before { content: "\f4c2"; } -.bi-pause-fill::before { content: "\f4c3"; } -.bi-pause::before { content: "\f4c4"; } -.bi-peace-fill::before { content: "\f4c5"; } -.bi-peace::before { content: "\f4c6"; } -.bi-pen-fill::before { content: "\f4c7"; } -.bi-pen::before { content: "\f4c8"; } -.bi-pencil-fill::before { content: "\f4c9"; } -.bi-pencil-square::before { content: "\f4ca"; } -.bi-pencil::before { content: "\f4cb"; } -.bi-pentagon-fill::before { content: "\f4cc"; } -.bi-pentagon-half::before { content: "\f4cd"; } -.bi-pentagon::before { content: "\f4ce"; } -.bi-people-fill::before { content: "\f4cf"; } -.bi-people::before { content: "\f4d0"; } -.bi-percent::before { content: "\f4d1"; } -.bi-person-badge-fill::before { content: "\f4d2"; } -.bi-person-badge::before { content: "\f4d3"; } -.bi-person-bounding-box::before { content: "\f4d4"; } -.bi-person-check-fill::before { content: "\f4d5"; } -.bi-person-check::before { content: "\f4d6"; } -.bi-person-circle::before { content: "\f4d7"; } -.bi-person-dash-fill::before { content: "\f4d8"; } -.bi-person-dash::before { content: "\f4d9"; } -.bi-person-fill::before { content: "\f4da"; } -.bi-person-lines-fill::before { content: "\f4db"; } -.bi-person-plus-fill::before { content: "\f4dc"; } -.bi-person-plus::before { content: "\f4dd"; } -.bi-person-square::before { content: "\f4de"; } -.bi-person-x-fill::before { content: "\f4df"; } -.bi-person-x::before { content: "\f4e0"; } -.bi-person::before { content: "\f4e1"; } -.bi-phone-fill::before { content: "\f4e2"; } -.bi-phone-landscape-fill::before { content: "\f4e3"; } -.bi-phone-landscape::before { content: "\f4e4"; } -.bi-phone-vibrate-fill::before { content: "\f4e5"; } -.bi-phone-vibrate::before { content: "\f4e6"; } -.bi-phone::before { content: "\f4e7"; } -.bi-pie-chart-fill::before { content: "\f4e8"; } -.bi-pie-chart::before { content: "\f4e9"; } -.bi-pin-angle-fill::before { content: "\f4ea"; } -.bi-pin-angle::before { content: "\f4eb"; } -.bi-pin-fill::before { content: "\f4ec"; } -.bi-pin::before { content: "\f4ed"; } -.bi-pip-fill::before { content: "\f4ee"; } -.bi-pip::before { content: "\f4ef"; } -.bi-play-btn-fill::before { content: "\f4f0"; } -.bi-play-btn::before { content: "\f4f1"; } -.bi-play-circle-fill::before { content: "\f4f2"; } -.bi-play-circle::before { content: "\f4f3"; } -.bi-play-fill::before { content: "\f4f4"; } -.bi-play::before { content: "\f4f5"; } -.bi-plug-fill::before { content: "\f4f6"; } -.bi-plug::before { content: "\f4f7"; } -.bi-plus-circle-dotted::before { content: "\f4f8"; } -.bi-plus-circle-fill::before { content: "\f4f9"; } -.bi-plus-circle::before { content: "\f4fa"; } -.bi-plus-square-dotted::before { content: "\f4fb"; } -.bi-plus-square-fill::before { content: "\f4fc"; } -.bi-plus-square::before { content: "\f4fd"; } -.bi-plus::before { content: "\f4fe"; } -.bi-power::before { content: "\f4ff"; } -.bi-printer-fill::before { content: "\f500"; } -.bi-printer::before { content: "\f501"; } -.bi-puzzle-fill::before { content: "\f502"; } -.bi-puzzle::before { content: "\f503"; } -.bi-question-circle-fill::before { content: "\f504"; } -.bi-question-circle::before { content: "\f505"; } -.bi-question-diamond-fill::before { content: "\f506"; } -.bi-question-diamond::before { content: "\f507"; } -.bi-question-octagon-fill::before { content: "\f508"; } -.bi-question-octagon::before { content: "\f509"; } -.bi-question-square-fill::before { content: "\f50a"; } -.bi-question-square::before { content: "\f50b"; } -.bi-question::before { content: "\f50c"; } -.bi-rainbow::before { content: "\f50d"; } -.bi-receipt-cutoff::before { content: "\f50e"; } -.bi-receipt::before { content: "\f50f"; } -.bi-reception-0::before { content: "\f510"; } -.bi-reception-1::before { content: "\f511"; } -.bi-reception-2::before { content: "\f512"; } -.bi-reception-3::before { content: "\f513"; } -.bi-reception-4::before { content: "\f514"; } -.bi-record-btn-fill::before { content: "\f515"; } -.bi-record-btn::before { content: "\f516"; } -.bi-record-circle-fill::before { content: "\f517"; } -.bi-record-circle::before { content: "\f518"; } -.bi-record-fill::before { content: "\f519"; } -.bi-record::before { content: "\f51a"; } -.bi-record2-fill::before { content: "\f51b"; } -.bi-record2::before { content: "\f51c"; } -.bi-reply-all-fill::before { content: "\f51d"; } -.bi-reply-all::before { content: "\f51e"; } -.bi-reply-fill::before { content: "\f51f"; } -.bi-reply::before { content: "\f520"; } -.bi-rss-fill::before { content: "\f521"; } -.bi-rss::before { content: "\f522"; } -.bi-rulers::before { content: "\f523"; } -.bi-save-fill::before { content: "\f524"; } -.bi-save::before { content: "\f525"; } -.bi-save2-fill::before { content: "\f526"; } -.bi-save2::before { content: "\f527"; } -.bi-scissors::before { content: "\f528"; } -.bi-screwdriver::before { content: "\f529"; } -.bi-search::before { content: "\f52a"; } -.bi-segmented-nav::before { content: "\f52b"; } -.bi-server::before { content: "\f52c"; } -.bi-share-fill::before { content: "\f52d"; } -.bi-share::before { content: "\f52e"; } -.bi-shield-check::before { content: "\f52f"; } -.bi-shield-exclamation::before { content: "\f530"; } -.bi-shield-fill-check::before { content: "\f531"; } -.bi-shield-fill-exclamation::before { content: "\f532"; } -.bi-shield-fill-minus::before { content: "\f533"; } -.bi-shield-fill-plus::before { content: "\f534"; } -.bi-shield-fill-x::before { content: "\f535"; } -.bi-shield-fill::before { content: "\f536"; } -.bi-shield-lock-fill::before { content: "\f537"; } -.bi-shield-lock::before { content: "\f538"; } -.bi-shield-minus::before { content: "\f539"; } -.bi-shield-plus::before { content: "\f53a"; } -.bi-shield-shaded::before { content: "\f53b"; } -.bi-shield-slash-fill::before { content: "\f53c"; } -.bi-shield-slash::before { content: "\f53d"; } -.bi-shield-x::before { content: "\f53e"; } -.bi-shield::before { content: "\f53f"; } -.bi-shift-fill::before { content: "\f540"; } -.bi-shift::before { content: "\f541"; } -.bi-shop-window::before { content: "\f542"; } -.bi-shop::before { content: "\f543"; } -.bi-shuffle::before { 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i=`click.dismiss${t.EVENT_KEY}`,s=t.NAME;j.on(document,i,`[data-bs-dismiss="${s}"]`,(function(i){if(["A","AREA"].includes(this.tagName)&&i.preventDefault(),c(this))return;const o=n(this)||this.closest(`.${s}`);t.getOrCreateInstance(o)[e]()}))};class W extends B{static get NAME(){return"alert"}close(){if(j.trigger(this._element,"close.bs.alert").defaultPrevented)return;this._element.classList.remove("show");const t=this._element.classList.contains("fade");this._queueCallback((()=>this._destroyElement()),this._element,t)}_destroyElement(){this._element.remove(),j.trigger(this._element,"closed.bs.alert"),this.dispose()}static jQueryInterface(t){return this.each((function(){const e=W.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}R(W,"close"),g(W);const $='[data-bs-toggle="button"]';class z extends B{static get NAME(){return"button"}toggle(){this._element.setAttribute("aria-pressed",this._element.classList.toggle("active"))}static jQueryInterface(t){return this.each((function(){const e=z.getOrCreateInstance(this);"toggle"===t&&e[t]()}))}}function q(t){return"true"===t||"false"!==t&&(t===Number(t).toString()?Number(t):""===t||"null"===t?null:t)}function F(t){return t.replace(/[A-Z]/g,(t=>`-${t.toLowerCase()}`))}j.on(document,"click.bs.button.data-api",$,(t=>{t.preventDefault();const e=t.target.closest($);z.getOrCreateInstance(e).toggle()})),g(z);const U={setDataAttribute(t,e,i){t.setAttribute(`data-bs-${F(e)}`,i)},removeDataAttribute(t,e){t.removeAttribute(`data-bs-${F(e)}`)},getDataAttributes(t){if(!t)return{};const e={};return Object.keys(t.dataset).filter((t=>t.startsWith("bs"))).forEach((i=>{let n=i.replace(/^bs/,"");n=n.charAt(0).toLowerCase()+n.slice(1,n.length),e[n]=q(t.dataset[i])})),e},getDataAttribute:(t,e)=>q(t.getAttribute(`data-bs-${F(e)}`)),offset(t){const 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t=t=>this._pointerEvent&&("pen"===t.pointerType||"touch"===t.pointerType),e=e=>{t(e)?this.touchStartX=e.clientX:this._pointerEvent||(this.touchStartX=e.touches[0].clientX)},i=t=>{this.touchDeltaX=t.touches&&t.touches.length>1?0:t.touches[0].clientX-this.touchStartX},n=e=>{t(e)&&(this.touchDeltaX=e.clientX-this.touchStartX),this._handleSwipe(),"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((t=>this.cycle(t)),500+this._config.interval))};V.find(".carousel-item 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n=this._getDimension();this._element.classList.remove(ct),this._element.classList.add(ht),this._element.style[n]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const s=`scroll${n[0].toUpperCase()+n.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(ht),this._element.classList.add(ct,lt),this._element.style[n]="",j.trigger(this._element,"shown.bs.collapse")}),this._element,!0),this._element.style[n]=`${this._element[s]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(j.trigger(this._element,"hide.bs.collapse").defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,u(this._element),this._element.classList.add(ht),this._element.classList.remove(ct,lt);const e=this._triggerArray.length;for(let t=0;t{this._isTransitioning=!1,this._element.classList.remove(ht),this._element.classList.add(ct),j.trigger(this._element,"hidden.bs.collapse")}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(lt)}_getConfig(t){return(t={...rt,...U.getDataAttributes(this._element),...t}).toggle=Boolean(t.toggle),t.parent=r(t.parent),a(ot,t,at),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=V.find(ut,this._config.parent);V.find(ft,this._config.parent).filter((e=>!t.includes(e))).forEach((t=>{const e=n(t);e&&this._addAriaAndCollapsedClass([t],this._isShown(e))}))}_addAriaAndCollapsedClass(t,e){t.length&&t.forEach((t=>{e?t.classList.remove(dt):t.classList.add(dt),t.setAttribute("aria-expanded",e)}))}static jQueryInterface(t){return this.each((function(){const e={};"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1);const 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e=t.ownerDocument;return e&&e.defaultView||window}return t}function $t(t){return t instanceof Wt(t).Element||t instanceof Element}function zt(t){return t instanceof Wt(t).HTMLElement||t instanceof HTMLElement}function qt(t){return"undefined"!=typeof ShadowRoot&&(t instanceof Wt(t).ShadowRoot||t instanceof ShadowRoot)}const Ft={name:"applyStyles",enabled:!0,phase:"write",fn:function(t){var e=t.state;Object.keys(e.elements).forEach((function(t){var i=e.styles[t]||{},n=e.attributes[t]||{},s=e.elements[t];zt(s)&&Rt(s)&&(Object.assign(s.style,i),Object.keys(n).forEach((function(t){var e=n[t];!1===e?s.removeAttribute(t):s.setAttribute(t,!0===e?"":e)})))}))},effect:function(t){var e=t.state,i={popper:{position:e.options.strategy,left:"0",top:"0",margin:"0"},arrow:{position:"absolute"},reference:{}};return Object.assign(e.elements.popper.style,i.popper),e.styles=i,e.elements.arrow&&Object.assign(e.elements.arrow.style,i.arrow),function(){Object.keys(e.elements).forEach((function(t){var 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Be={placement:"bottom",modifiers:[],strategy:"absolute"};function Re(){for(var t=arguments.length,e=new Array(t),i=0;ij.on(t,"mouseover",d))),this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Je),this._element.classList.add(Je),j.trigger(this._element,"shown.bs.dropdown",t)}hide(){if(c(this._element)||!this._isShown(this._menu))return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){j.trigger(this._element,"hide.bs.dropdown",t).defaultPrevented||("ontouchstart"in 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t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return"static"===this._config.display&&(t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=V.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter(l);i.length&&v(i,e,t===Ye,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=hi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(t&&(2===t.button||"keyup"===t.type&&"Tab"!==t.key))return;const e=V.find(ti);for(let i=0,n=e.length;ie+t)),this._setElementAttributes(di,"paddingRight",(e=>e+t)),this._setElementAttributes(ui,"marginRight",(e=>e-t))}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t)[e];t.style[e]=`${i(Number.parseFloat(s))}px`}))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,"paddingRight"),this._resetElementAttributes(di,"paddingRight"),this._resetElementAttributes(ui,"marginRight")}_saveInitialAttribute(t,e){const i=t.style[e];i&&U.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=U.getDataAttribute(t,e);void 0===i?t.style.removeProperty(e):(U.removeDataAttribute(t,e),t.style[e]=i)}))}_applyManipulationCallback(t,e){o(t)?e(t):V.find(t,this._element).forEach(e)}isOverflowing(){return this.getWidth()>0}}const pi={className:"modal-backdrop",isVisible:!0,isAnimated:!1,rootElement:"body",clickCallback:null},mi={className:"string",isVisible:"boolean",isAnimated:"boolean",rootElement:"(element|string)",clickCallback:"(function|null)"},gi="show",_i="mousedown.bs.backdrop";class bi{constructor(t){this._config=this._getConfig(t),this._isAppended=!1,this._element=null}show(t){this._config.isVisible?(this._append(),this._config.isAnimated&&u(this._getElement()),this._getElement().classList.add(gi),this._emulateAnimation((()=>{_(t)}))):_(t)}hide(t){this._config.isVisible?(this._getElement().classList.remove(gi),this._emulateAnimation((()=>{this.dispose(),_(t)}))):_(t)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_getConfig(t){return(t={...pi,..."object"==typeof t?t:{}}).rootElement=r(t.rootElement),a("backdrop",t,mi),t}_append(){this._isAppended||(this._config.rootElement.append(this._getElement()),j.on(this._getElement(),_i,(()=>{_(this._config.clickCallback)})),this._isAppended=!0)}dispose(){this._isAppended&&(j.off(this._element,_i),this._element.remove(),this._isAppended=!1)}_emulateAnimation(t){b(t,this._getElement(),this._config.isAnimated)}}const vi={trapElement:null,autofocus:!0},yi={trapElement:"element",autofocus:"boolean"},wi=".bs.focustrap",Ei="backward";class Ai{constructor(t){this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}activate(){const{trapElement:t,autofocus:e}=this._config;this._isActive||(e&&t.focus(),j.off(document,wi),j.on(document,"focusin.bs.focustrap",(t=>this._handleFocusin(t))),j.on(document,"keydown.tab.bs.focustrap",(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,j.off(document,wi))}_handleFocusin(t){const{target:e}=t,{trapElement:i}=this._config;if(e===document||e===i||i.contains(e))return;const n=V.focusableChildren(i);0===n.length?i.focus():this._lastTabNavDirection===Ei?n[n.length-1].focus():n[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?Ei:"forward")}_getConfig(t){return t={...vi,..."object"==typeof t?t:{}},a("focustrap",t,yi),t}}const Ti="modal",Oi="Escape",Ci={backdrop:!0,keyboard:!0,focus:!0},ki={backdrop:"(boolean|string)",keyboard:"boolean",focus:"boolean"},Li="hidden.bs.modal",xi="show.bs.modal",Di="resize.bs.modal",Si="click.dismiss.bs.modal",Ni="keydown.dismiss.bs.modal",Ii="mousedown.dismiss.bs.modal",Pi="modal-open",ji="show",Mi="modal-static";class Hi extends B{constructor(t,e){super(t),this._config=this._getConfig(e),this._dialog=V.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._ignoreBackdropClick=!1,this._isTransitioning=!1,this._scrollBar=new fi}static get Default(){return Ci}static get NAME(){return Ti}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||j.trigger(this._element,xi,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isAnimated()&&(this._isTransitioning=!0),this._scrollBar.hide(),document.body.classList.add(Pi),this._adjustDialog(),this._setEscapeEvent(),this._setResizeEvent(),j.on(this._dialog,Ii,(()=>{j.one(this._element,"mouseup.dismiss.bs.modal",(t=>{t.target===this._element&&(this._ignoreBackdropClick=!0)}))})),this._showBackdrop((()=>this._showElement(t))))}hide(){if(!this._isShown||this._isTransitioning)return;if(j.trigger(this._element,"hide.bs.modal").defaultPrevented)return;this._isShown=!1;const t=this._isAnimated();t&&(this._isTransitioning=!0),this._setEscapeEvent(),this._setResizeEvent(),this._focustrap.deactivate(),this._element.classList.remove(ji),j.off(this._element,Si),j.off(this._dialog,Ii),this._queueCallback((()=>this._hideModal()),this._element,t)}dispose(){[window,this._dialog].forEach((t=>j.off(t,".bs.modal"))),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new bi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new Ai({trapElement:this._element})}_getConfig(t){return t={...Ci,...U.getDataAttributes(this._element),..."object"==typeof t?t:{}},a(Ti,t,ki),t}_showElement(t){const e=this._isAnimated(),i=V.findOne(".modal-body",this._dialog);this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0,i&&(i.scrollTop=0),e&&u(this._element),this._element.classList.add(ji),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,j.trigger(this._element,"shown.bs.modal",{relatedTarget:t})}),this._dialog,e)}_setEscapeEvent(){this._isShown?j.on(this._element,Ni,(t=>{this._config.keyboard&&t.key===Oi?(t.preventDefault(),this.hide()):this._config.keyboard||t.key!==Oi||this._triggerBackdropTransition()})):j.off(this._element,Ni)}_setResizeEvent(){this._isShown?j.on(window,Di,(()=>this._adjustDialog())):j.off(window,Di)}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(Pi),this._resetAdjustments(),this._scrollBar.reset(),j.trigger(this._element,Li)}))}_showBackdrop(t){j.on(this._element,Si,(t=>{this._ignoreBackdropClick?this._ignoreBackdropClick=!1:t.target===t.currentTarget&&(!0===this._config.backdrop?this.hide():"static"===this._config.backdrop&&this._triggerBackdropTransition())})),this._backdrop.show(t)}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(j.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const{classList:t,scrollHeight:e,style:i}=this._element,n=e>document.documentElement.clientHeight;!n&&"hidden"===i.overflowY||t.contains(Mi)||(n||(i.overflowY="hidden"),t.add(Mi),this._queueCallback((()=>{t.remove(Mi),n||this._queueCallback((()=>{i.overflowY=""}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;(!i&&t&&!m()||i&&!t&&m())&&(this._element.style.paddingLeft=`${e}px`),(i&&!t&&!m()||!i&&t&&m())&&(this._element.style.paddingRight=`${e}px`)}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Hi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}j.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=n(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),j.one(e,xi,(t=>{t.defaultPrevented||j.one(e,Li,(()=>{l(this)&&this.focus()}))}));const i=V.findOne(".modal.show");i&&Hi.getInstance(i).hide(),Hi.getOrCreateInstance(e).toggle(this)})),R(Hi),g(Hi);const Bi="offcanvas",Ri={backdrop:!0,keyboard:!0,scroll:!1},Wi={backdrop:"boolean",keyboard:"boolean",scroll:"boolean"},$i="show",zi=".offcanvas.show",qi="hidden.bs.offcanvas";class Fi extends B{constructor(t,e){super(t),this._config=this._getConfig(e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get NAME(){return Bi}static get Default(){return Ri}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||j.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._element.style.visibility="visible",this._backdrop.show(),this._config.scroll||(new fi).hide(),this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add($i),this._queueCallback((()=>{this._config.scroll||this._focustrap.activate(),j.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(j.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.remove($i),this._backdrop.hide(),this._queueCallback((()=>{this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._element.style.visibility="hidden",this._config.scroll||(new fi).reset(),j.trigger(this._element,qi)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_getConfig(t){return t={...Ri,...U.getDataAttributes(this._element),..."object"==typeof t?t:{}},a(Bi,t,Wi),t}_initializeBackDrop(){return new bi({className:"offcanvas-backdrop",isVisible:this._config.backdrop,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:()=>this.hide()})}_initializeFocusTrap(){return new Ai({trapElement:this._element})}_addEventListeners(){j.on(this._element,"keydown.dismiss.bs.offcanvas",(t=>{this._config.keyboard&&"Escape"===t.key&&this.hide()}))}static jQueryInterface(t){return this.each((function(){const e=Fi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}j.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=n(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),c(this))return;j.one(e,qi,(()=>{l(this)&&this.focus()}));const i=V.findOne(zi);i&&i!==e&&Fi.getInstance(i).hide(),Fi.getOrCreateInstance(e).toggle(this)})),j.on(window,"load.bs.offcanvas.data-api",(()=>V.find(zi).forEach((t=>Fi.getOrCreateInstance(t).show())))),R(Fi),g(Fi);const Ui=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Vi=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Ki=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Xi=(t,e)=>{const i=t.nodeName.toLowerCase();if(e.includes(i))return!Ui.has(i)||Boolean(Vi.test(t.nodeValue)||Ki.test(t.nodeValue));const n=e.filter((t=>t instanceof RegExp));for(let t=0,e=n.length;t{Xi(t,r)||i.removeAttribute(t.nodeName)}))}return n.body.innerHTML}const Qi="tooltip",Gi=new Set(["sanitize","allowList","sanitizeFn"]),Zi={animation:"boolean",template:"string",title:"(string|element|function)",trigger:"string",delay:"(number|object)",html:"boolean",selector:"(string|boolean)",placement:"(string|function)",offset:"(array|string|function)",container:"(string|element|boolean)",fallbackPlacements:"array",boundary:"(string|element)",customClass:"(string|function)",sanitize:"boolean",sanitizeFn:"(null|function)",allowList:"object",popperConfig:"(null|object|function)"},Ji={AUTO:"auto",TOP:"top",RIGHT:m()?"left":"right",BOTTOM:"bottom",LEFT:m()?"right":"left"},tn={animation:!0,template:'',trigger:"hover focus",title:"",delay:0,html:!1,selector:!1,placement:"top",offset:[0,0],container:!1,fallbackPlacements:["top","right","bottom","left"],boundary:"clippingParents",customClass:"",sanitize:!0,sanitizeFn:null,allowList:{"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},popperConfig:null},en={HIDE:"hide.bs.tooltip",HIDDEN:"hidden.bs.tooltip",SHOW:"show.bs.tooltip",SHOWN:"shown.bs.tooltip",INSERTED:"inserted.bs.tooltip",CLICK:"click.bs.tooltip",FOCUSIN:"focusin.bs.tooltip",FOCUSOUT:"focusout.bs.tooltip",MOUSEENTER:"mouseenter.bs.tooltip",MOUSELEAVE:"mouseleave.bs.tooltip"},nn="fade",sn="show",on="show",rn="out",an=".tooltip-inner",ln=".modal",cn="hide.bs.modal",hn="hover",dn="focus";class un extends B{constructor(t,e){if(void 0===Fe)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t),this._isEnabled=!0,this._timeout=0,this._hoverState="",this._activeTrigger={},this._popper=null,this._config=this._getConfig(e),this.tip=null,this._setListeners()}static get Default(){return tn}static get NAME(){return Qi}static get Event(){return en}static get DefaultType(){return Zi}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(t){if(this._isEnabled)if(t){const e=this._initializeOnDelegatedTarget(t);e._activeTrigger.click=!e._activeTrigger.click,e._isWithActiveTrigger()?e._enter(null,e):e._leave(null,e)}else{if(this.getTipElement().classList.contains(sn))return void this._leave(null,this);this._enter(null,this)}}dispose(){clearTimeout(this._timeout),j.off(this._element.closest(ln),cn,this._hideModalHandler),this.tip&&this.tip.remove(),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this.isWithContent()||!this._isEnabled)return;const t=j.trigger(this._element,this.constructor.Event.SHOW),e=h(this._element),i=null===e?this._element.ownerDocument.documentElement.contains(this._element):e.contains(this._element);if(t.defaultPrevented||!i)return;"tooltip"===this.constructor.NAME&&this.tip&&this.getTitle()!==this.tip.querySelector(an).innerHTML&&(this._disposePopper(),this.tip.remove(),this.tip=null);const n=this.getTipElement(),s=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME);n.setAttribute("id",s),this._element.setAttribute("aria-describedby",s),this._config.animation&&n.classList.add(nn);const o="function"==typeof this._config.placement?this._config.placement.call(this,n,this._element):this._config.placement,r=this._getAttachment(o);this._addAttachmentClass(r);const{container:a}=this._config;H.set(n,this.constructor.DATA_KEY,this),this._element.ownerDocument.documentElement.contains(this.tip)||(a.append(n),j.trigger(this._element,this.constructor.Event.INSERTED)),this._popper?this._popper.update():this._popper=qe(this._element,n,this._getPopperConfig(r)),n.classList.add(sn);const l=this._resolvePossibleFunction(this._config.customClass);l&&n.classList.add(...l.split(" ")),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach((t=>{j.on(t,"mouseover",d)}));const c=this.tip.classList.contains(nn);this._queueCallback((()=>{const t=this._hoverState;this._hoverState=null,j.trigger(this._element,this.constructor.Event.SHOWN),t===rn&&this._leave(null,this)}),this.tip,c)}hide(){if(!this._popper)return;const t=this.getTipElement();if(j.trigger(this._element,this.constructor.Event.HIDE).defaultPrevented)return;t.classList.remove(sn),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach((t=>j.off(t,"mouseover",d))),this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1;const e=this.tip.classList.contains(nn);this._queueCallback((()=>{this._isWithActiveTrigger()||(this._hoverState!==on&&t.remove(),this._cleanTipClass(),this._element.removeAttribute("aria-describedby"),j.trigger(this._element,this.constructor.Event.HIDDEN),this._disposePopper())}),this.tip,e),this._hoverState=""}update(){null!==this._popper&&this._popper.update()}isWithContent(){return Boolean(this.getTitle())}getTipElement(){if(this.tip)return this.tip;const t=document.createElement("div");t.innerHTML=this._config.template;const e=t.children[0];return this.setContent(e),e.classList.remove(nn,sn),this.tip=e,this.tip}setContent(t){this._sanitizeAndSetContent(t,this.getTitle(),an)}_sanitizeAndSetContent(t,e,i){const n=V.findOne(i,t);e||!n?this.setElementContent(n,e):n.remove()}setElementContent(t,e){if(null!==t)return o(e)?(e=r(e),void(this._config.html?e.parentNode!==t&&(t.innerHTML="",t.append(e)):t.textContent=e.textContent)):void(this._config.html?(this._config.sanitize&&(e=Yi(e,this._config.allowList,this._config.sanitizeFn)),t.innerHTML=e):t.textContent=e)}getTitle(){const t=this._element.getAttribute("data-bs-original-title")||this._config.title;return this._resolvePossibleFunction(t)}updateAttachment(t){return"right"===t?"end":"left"===t?"start":t}_initializeOnDelegatedTarget(t,e){return e||this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return"function"==typeof t?t.call(this._element):t}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"onChange",enabled:!0,phase:"afterWrite",fn:t=>this._handlePopperPlacementChange(t)}],onFirstUpdate:t=>{t.options.placement!==t.placement&&this._handlePopperPlacementChange(t)}};return{...e,..."function"==typeof this._config.popperConfig?this._config.popperConfig(e):this._config.popperConfig}}_addAttachmentClass(t){this.getTipElement().classList.add(`${this._getBasicClassPrefix()}-${this.updateAttachment(t)}`)}_getAttachment(t){return Ji[t.toUpperCase()]}_setListeners(){this._config.trigger.split(" ").forEach((t=>{if("click"===t)j.on(this._element,this.constructor.Event.CLICK,this._config.selector,(t=>this.toggle(t)));else if("manual"!==t){const e=t===hn?this.constructor.Event.MOUSEENTER:this.constructor.Event.FOCUSIN,i=t===hn?this.constructor.Event.MOUSELEAVE:this.constructor.Event.FOCUSOUT;j.on(this._element,e,this._config.selector,(t=>this._enter(t))),j.on(this._element,i,this._config.selector,(t=>this._leave(t)))}})),this._hideModalHandler=()=>{this._element&&this.hide()},j.on(this._element.closest(ln),cn,this._hideModalHandler),this._config.selector?this._config={...this._config,trigger:"manual",selector:""}:this._fixTitle()}_fixTitle(){const t=this._element.getAttribute("title"),e=typeof this._element.getAttribute("data-bs-original-title");(t||"string"!==e)&&(this._element.setAttribute("data-bs-original-title",t||""),!t||this._element.getAttribute("aria-label")||this._element.textContent||this._element.setAttribute("aria-label",t),this._element.setAttribute("title",""))}_enter(t,e){e=this._initializeOnDelegatedTarget(t,e),t&&(e._activeTrigger["focusin"===t.type?dn:hn]=!0),e.getTipElement().classList.contains(sn)||e._hoverState===on?e._hoverState=on:(clearTimeout(e._timeout),e._hoverState=on,e._config.delay&&e._config.delay.show?e._timeout=setTimeout((()=>{e._hoverState===on&&e.show()}),e._config.delay.show):e.show())}_leave(t,e){e=this._initializeOnDelegatedTarget(t,e),t&&(e._activeTrigger["focusout"===t.type?dn:hn]=e._element.contains(t.relatedTarget)),e._isWithActiveTrigger()||(clearTimeout(e._timeout),e._hoverState=rn,e._config.delay&&e._config.delay.hide?e._timeout=setTimeout((()=>{e._hoverState===rn&&e.hide()}),e._config.delay.hide):e.hide())}_isWithActiveTrigger(){for(const t in this._activeTrigger)if(this._activeTrigger[t])return!0;return!1}_getConfig(t){const e=U.getDataAttributes(this._element);return Object.keys(e).forEach((t=>{Gi.has(t)&&delete e[t]})),(t={...this.constructor.Default,...e,..."object"==typeof t&&t?t:{}}).container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),a(Qi,t,this.constructor.DefaultType),t.sanitize&&(t.template=Yi(t.template,t.allowList,t.sanitizeFn)),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t}_cleanTipClass(){const t=this.getTipElement(),e=new RegExp(`(^|\\s)${this._getBasicClassPrefix()}\\S+`,"g"),i=t.getAttribute("class").match(e);null!==i&&i.length>0&&i.map((t=>t.trim())).forEach((e=>t.classList.remove(e)))}_getBasicClassPrefix(){return"bs-tooltip"}_handlePopperPlacementChange(t){const{state:e}=t;e&&(this.tip=e.elements.popper,this._cleanTipClass(),this._addAttachmentClass(this._getAttachment(e.placement)))}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null)}static jQueryInterface(t){return this.each((function(){const e=un.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}g(un);const fn={...un.Default,placement:"right",offset:[0,8],trigger:"click",content:"",template:''},pn={...un.DefaultType,content:"(string|element|function)"},mn={HIDE:"hide.bs.popover",HIDDEN:"hidden.bs.popover",SHOW:"show.bs.popover",SHOWN:"shown.bs.popover",INSERTED:"inserted.bs.popover",CLICK:"click.bs.popover",FOCUSIN:"focusin.bs.popover",FOCUSOUT:"focusout.bs.popover",MOUSEENTER:"mouseenter.bs.popover",MOUSELEAVE:"mouseleave.bs.popover"};class gn extends un{static get Default(){return fn}static get NAME(){return"popover"}static get Event(){return mn}static get DefaultType(){return pn}isWithContent(){return this.getTitle()||this._getContent()}setContent(t){this._sanitizeAndSetContent(t,this.getTitle(),".popover-header"),this._sanitizeAndSetContent(t,this._getContent(),".popover-body")}_getContent(){return this._resolvePossibleFunction(this._config.content)}_getBasicClassPrefix(){return"bs-popover"}static jQueryInterface(t){return this.each((function(){const e=gn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}g(gn);const _n="scrollspy",bn={offset:10,method:"auto",target:""},vn={offset:"number",method:"string",target:"(string|element)"},yn="active",wn=".nav-link, .list-group-item, .dropdown-item",En="position";class An extends B{constructor(t,e){super(t),this._scrollElement="BODY"===this._element.tagName?window:this._element,this._config=this._getConfig(e),this._offsets=[],this._targets=[],this._activeTarget=null,this._scrollHeight=0,j.on(this._scrollElement,"scroll.bs.scrollspy",(()=>this._process())),this.refresh(),this._process()}static get Default(){return bn}static get NAME(){return _n}refresh(){const t=this._scrollElement===this._scrollElement.window?"offset":En,e="auto"===this._config.method?t:this._config.method,n=e===En?this._getScrollTop():0;this._offsets=[],this._targets=[],this._scrollHeight=this._getScrollHeight(),V.find(wn,this._config.target).map((t=>{const s=i(t),o=s?V.findOne(s):null;if(o){const t=o.getBoundingClientRect();if(t.width||t.height)return[U[e](o).top+n,s]}return null})).filter((t=>t)).sort(((t,e)=>t[0]-e[0])).forEach((t=>{this._offsets.push(t[0]),this._targets.push(t[1])}))}dispose(){j.off(this._scrollElement,".bs.scrollspy"),super.dispose()}_getConfig(t){return(t={...bn,...U.getDataAttributes(this._element),..."object"==typeof t&&t?t:{}}).target=r(t.target)||document.documentElement,a(_n,t,vn),t}_getScrollTop(){return this._scrollElement===window?this._scrollElement.pageYOffset:this._scrollElement.scrollTop}_getScrollHeight(){return 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- } - }; - - // Get rid of any expanded toggle if the user scrolls - window.document.addEventListener( - "scroll", - throttle(() => { - closeToggle(); - }, 50) - ); - - // Handle positioning of the toggle - window.addEventListener( - "resize", - throttle(() => { - elRect = undefined; - positionToggle(); - }, 50) - ); - - window.addEventListener("quarto-hrChanged", () => { - elRect = undefined; - }); - - // Process the click - clickEl.onclick = () => { - if (!tocShowing) { - toggleContainer.classList.add("expanded"); - toggleContents.style.height = null; - tocShowing = true; - } else { - closeToggle(); - } - }; - }); - }; - - // Converts a sidebar from a menu back to a sidebar - const convertToSidebar = () => { - for (const child of el.children) { - child.style.opacity = 1; - child.style.overflow = null; - } - - const placeholderEl = window.document.getElementById( - placeholderDescriptor.id - ); - if (placeholderEl) { - placeholderEl.remove(); - } - - el.classList.remove("rollup"); - }; - - if (isReaderMode()) { - convertToMenu(); - isVisible = false; - } else { - // Find the top and bottom o the element that is being managed - const elTop = el.offsetTop; - const elBottom = - elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight; - - if (!isVisible) { - // If the element is current not visible reveal if there are - // no conflicts with overlay regions - if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToSidebar(); - isVisible = true; - } - } else { - // If the element is visible, hide it if it conflicts with overlay regions - // and insert a placeholder toggle (or if we're in reader mode) - if (inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToMenu(); - isVisible = false; - } - } - } - } - }; - }; - - const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]'); - for (const tabEl of tabEls) { - const id = tabEl.getAttribute("data-bs-target"); - if (id) { - const columnEl = document.querySelector( - `${id} .column-margin, .tabset-margin-content` - ); - if (columnEl) - tabEl.addEventListener("shown.bs.tab", function (event) { - const el = event.srcElement; - if (el) { - const visibleCls = `${el.id}-margin-content`; - // walk up until we find a parent tabset - let panelTabsetEl = el.parentElement; - while (panelTabsetEl) { - if (panelTabsetEl.classList.contains("panel-tabset")) { - break; - } - panelTabsetEl = panelTabsetEl.parentElement; - } - - if (panelTabsetEl) { - const prevSib = panelTabsetEl.previousElementSibling; - if ( - prevSib && - prevSib.classList.contains("tabset-margin-container") - ) { - const childNodes = prevSib.querySelectorAll( - ".tabset-margin-content" - ); - for (const childEl of childNodes) { - if (childEl.classList.contains(visibleCls)) { - childEl.classList.remove("collapse"); - } else { - childEl.classList.add("collapse"); - } - } - } - } - } - - layoutMarginEls(); - }); - } - } - - // Manage the visibility of the toc and the sidebar - const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, { - id: "quarto-toc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, { - id: "quarto-sidebarnav-toggle", - titleSelector: ".title", - dismissOnClick: false, - }); - let tocLeftScrollVisibility; - if (leftTocEl) { - tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, { - id: "quarto-lefttoc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - } - - // Find the first element that uses formatting in special columns - const conflictingEls = window.document.body.querySelectorAll( - '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]' - ); - - // Filter all the possibly conflicting elements into ones - // the do conflict on the left or ride side - const arrConflictingEls = Array.from(conflictingEls); - const leftSideConflictEls = arrConflictingEls.filter((el) => { - if (el.tagName === "ASIDE") { - return false; - } - return Array.from(el.classList).find((className) => { - return ( - className !== "column-body" && - className.startsWith("column-") && - !className.endsWith("right") && - !className.endsWith("container") && - className !== "column-margin" - ); 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- } - } else { - visibleElements = visibleElements.filter((visibleEntry) => { - return visibleEntry !== entry; - }); - } - }); - - if (!hasObserved) { - hideOverlappedSidebars(); - } - hasObserved = true; - }, - {} - ); - els.forEach((el) => { - intersectionObserver.observe(el); - }); - - return { - getVisibleEntries: () => { - return visibleElements; - }, - }; - }; - - const rightElementObserver = visibleItemObserver(rightSideConflictEls); - const leftElementObserver = visibleItemObserver(leftSideConflictEls); - - const hideOverlappedSidebars = () => { - marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries())); - sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries())); - if (tocLeftScrollVisibility) { - tocLeftScrollVisibility( - toRegions(leftElementObserver.getVisibleEntries()) - ); - } - }; - - window.quartoToggleReader = () => { - // Applies a slow class (or removes it) - // to update the transition speed - const slowTransition = (slow) => { - const manageTransition = (id, slow) => { - const el = document.getElementById(id); - if (el) { - if (slow) { - el.classList.add("slow"); - } else { - el.classList.remove("slow"); - } - } - }; - - manageTransition("TOC", slow); - manageTransition("quarto-sidebar", slow); - }; - const readerMode = !isReaderMode(); - setReaderModeValue(readerMode); - - // If we're entering reader mode, slow the transition - if (readerMode) { - slowTransition(readerMode); - } - highlightReaderToggle(readerMode); - hideOverlappedSidebars(); - - // If we're exiting reader mode, restore the non-slow transition - if (!readerMode) { - slowTransition(!readerMode); - } - }; - - const highlightReaderToggle = (readerMode) => { - const els = document.querySelectorAll(".quarto-reader-toggle"); - if (els) { - els.forEach((el) => { - if (readerMode) { - el.classList.add("reader"); - } else { - el.classList.remove("reader"); - } - }); - } - }; - - const setReaderModeValue = (val) => { - if (window.location.protocol !== "file:") { - window.localStorage.setItem("quarto-reader-mode", val); - } else { - localReaderMode = val; - } - }; - - const isReaderMode = () => { - if (window.location.protocol !== "file:") { - return window.localStorage.getItem("quarto-reader-mode") === "true"; - } else { - return localReaderMode; - } - }; - let localReaderMode = null; - - const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded"); - const tocOpenDepth = tocOpenDepthStr ? 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el.classList.add("collapse"); - } - - // untick depth when we leave a UL - depth = depth - 1; - } - return hasActiveChild || isActiveNode; - }; - - // walk the TOC and expand / collapse any items that should be shown - - if (tocEl) { - walk(tocEl, 0); - updateActiveLink(); - } - - // Throttle the scroll event and walk peridiocally - window.document.addEventListener( - "scroll", - throttle(() => { - if (tocEl) { - updateActiveLink(); - walk(tocEl, 0); - } - if (!isReaderMode()) { - hideOverlappedSidebars(); - } - }, 5) - ); - window.addEventListener( - "resize", - throttle(() => { - if (!isReaderMode()) { - hideOverlappedSidebars(); - } - }, 10) - ); - hideOverlappedSidebars(); - highlightReaderToggle(isReaderMode()); -}); - -// grouped tabsets -window.addEventListener("pageshow", (_event) => { - function getTabSettings() { - const data = localStorage.getItem("quarto-persistent-tabsets-data"); - if (!data) { - localStorage.setItem("quarto-persistent-tabsets-data", "{}"); - return {}; - 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document.querySelectorAll(`div[data-group] a[id^='tabset-']`) - ); - for (const item of tabs) { - const div = item.parentElement.parentElement.parentElement; - const group = div.getAttribute("data-group"); - if (!result[group]) { - result[group] = {}; - } - const selectorsToSync = result[group]; - const value = item.innerHTML; - if (!selectorsToSync[value]) { - selectorsToSync[value] = []; - } - selectorsToSync[value].push(item); - } - return result; - } - - function setupSelectorSync() { - const selectorsToSync = findSelectorsToSyncByLanguage(); - Object.entries(selectorsToSync).forEach(([group, tabSetsByValue]) => { - Object.entries(tabSetsByValue).forEach(([value, items]) => { - items.forEach((item) => { - item.addEventListener("click", (_event) => { - setTabState(group, value); - toggleAll(value, selectorsToSync[group]); - }); - }); - }); - }); - return selectorsToSync; - } - - const selectorsToSync = setupSelectorSync(); - for (const [group, selectedName] of 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/dev/null differ diff --git a/report/final_report/img/proposed_system_overview.png b/report/final_report/img/proposed_system_overview.png deleted file mode 100644 index f830376..0000000 Binary files a/report/final_report/img/proposed_system_overview.png and /dev/null differ diff --git a/report/final_report/img/test_evaluation_report_sample.png b/report/final_report/img/test_evaluation_report_sample.png deleted file mode 100644 index 2bc1528..0000000 Binary files a/report/final_report/img/test_evaluation_report_sample.png and /dev/null differ diff --git a/report/final_report/img/test_spec_sample.png b/report/final_report/img/test_spec_sample.png deleted file mode 100644 index 4eb2baf..0000000 Binary files a/report/final_report/img/test_spec_sample.png and /dev/null differ diff --git a/report/final_report/score_by_repo_run_3.5-turbo.csv b/report/final_report/score_by_repo_run_3.5-turbo.csv deleted file mode 100644 index 8b78e14..0000000 --- a/report/final_report/score_by_repo_run_3.5-turbo.csv +++ /dev/null @@ -1,1051 +0,0 @@ -repo,run,id,score,title,id_title -lightfm,1,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,2,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,3,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,4,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,5,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,6,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,7,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,8,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,9,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,10,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,11,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,12,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,13,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,14,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,15,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,16,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,17,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,18,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,19,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,20,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,21,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,22,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,23,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,24,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,25,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,26,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,27,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,28,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,29,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,30,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,1,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,2,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,3,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,4,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,5,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,6,2.1,0.5,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,7,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,8,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,9,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,10,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,11,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,12,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,13,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,14,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,15,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,16,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,17,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,18,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,19,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,20,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,21,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,22,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,23,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,24,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,25,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,26,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,27,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,28,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,29,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -magenta,30,2.1,0.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,1,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,2,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,3,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,4,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,5,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,6,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,7,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,8,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,9,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,10,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,11,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,12,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,13,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,14,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,15,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,16,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,17,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,18,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,19,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,20,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,21,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,22,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,23,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,24,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,25,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,26,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,27,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,28,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,29,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -mmf,30,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,1,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,2,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,3,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,4,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,5,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,6,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,7,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,8,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,9,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,10,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,11,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,12,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,13,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,14,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,15,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,16,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,17,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,18,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,19,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,20,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,21,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,22,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,23,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,24,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,25,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,26,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,27,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,28,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,29,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -nanodet,30,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,1,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,2,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,3,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,4,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,5,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,6,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,7,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,8,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,9,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,10,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,11,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,12,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,13,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,14,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,15,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,16,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,17,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,18,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,19,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,20,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,21,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,22,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,23,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,24,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,25,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,26,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,27,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,28,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,29,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -qlib,30,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,1,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,2,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,3,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,4,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,5,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,6,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,7,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,8,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,9,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,10,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,11,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,12,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,13,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,14,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,15,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,16,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,17,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,18,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,19,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,20,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,21,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,22,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,23,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,24,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,25,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,26,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,27,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,28,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,29,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,30,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -magenta,1,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,2,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,3,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,4,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,5,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,6,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,7,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,8,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,9,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,10,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,11,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,12,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,13,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,14,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,15,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,16,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,17,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,18,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,19,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,20,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,21,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,22,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,23,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,24,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,25,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,26,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,27,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,28,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,29,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -magenta,30,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,1,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,2,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,3,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,4,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,5,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,6,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,7,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,8,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,9,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,10,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,11,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,12,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,13,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,14,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,15,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,16,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,17,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,18,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,19,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,20,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,21,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,22,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,23,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,24,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,25,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,26,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,27,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,28,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -mmf,29,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -mmf,30,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,1,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,2,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,3,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,4,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,5,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,6,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,7,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,8,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,9,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,10,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,11,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,12,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,13,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,14,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,15,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,16,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,17,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,18,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,19,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,20,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,21,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,22,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,23,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,24,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,25,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,26,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,27,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,28,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,29,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -nanodet,30,3.2,0.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,1,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,2,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,3,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,4,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,5,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,6,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,7,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,8,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,9,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,10,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,11,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,12,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,13,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,14,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,15,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,16,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,17,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,18,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,19,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,20,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,21,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,22,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,23,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,24,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,25,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,26,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,27,3.2,0.5,Data in the Expected Format,3.2. Data in the Expected Format -qlib,28,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,29,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -qlib,30,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,1,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,2,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,3,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,4,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,5,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,6,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,7,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,8,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,9,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,10,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,11,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,12,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,13,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,14,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,15,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,16,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,17,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,18,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,19,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,20,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,21,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,22,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,23,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,24,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,25,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,26,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,27,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,28,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,29,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,30,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,1,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,2,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,3,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,4,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,5,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,6,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,7,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,8,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,9,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,10,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,11,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,12,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,13,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,14,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,15,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,16,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,17,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,18,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,19,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,20,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,21,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,22,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,23,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,24,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,25,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,26,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,27,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,28,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,29,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -magenta,30,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,1,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,2,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,3,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,4,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,5,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,6,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,7,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,8,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,9,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,10,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,11,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,12,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,13,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,14,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,15,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,16,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,17,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,18,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,19,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,20,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,21,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,22,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,23,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,24,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,25,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,26,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,27,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,28,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,29,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -mmf,30,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,1,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,2,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,3,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,4,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,5,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,6,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,7,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,8,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,9,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,10,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,11,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,12,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,13,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,14,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,15,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,16,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,17,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,18,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,19,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,20,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,21,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,22,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,23,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,24,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,25,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,26,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,27,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,28,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,29,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -nanodet,30,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,1,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,2,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,3,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,4,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,5,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,6,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,7,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,8,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,9,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,10,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,11,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,12,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,13,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,14,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,15,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,16,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,17,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,18,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,19,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,20,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,21,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,22,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,23,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,24,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,25,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,26,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,27,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,28,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,29,3.5,0.5,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -qlib,30,3.5,0.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,1,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,2,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,3,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,4,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,5,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,6,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,7,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,8,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,9,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,10,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,11,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,12,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,13,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,14,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,15,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,16,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,17,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,18,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,19,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,20,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,21,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,22,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,23,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,24,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,25,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,26,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,27,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,28,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,29,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,30,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,1,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,2,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,3,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,4,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,5,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,6,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,7,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,8,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,9,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,10,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,11,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,12,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,13,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,14,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,15,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,16,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,17,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,18,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,19,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,20,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,21,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,22,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,23,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,24,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,25,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,26,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,27,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,28,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,29,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -magenta,30,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,1,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,2,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,3,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,4,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,5,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,6,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,7,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,8,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,9,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,10,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,11,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,12,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,13,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,14,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,15,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,16,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,17,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,18,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,19,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,20,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,21,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,22,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,23,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,24,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,25,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,26,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,27,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,28,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,29,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -mmf,30,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,1,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,2,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,3,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,4,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,5,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,6,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,7,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,8,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,9,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,10,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,11,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,12,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,13,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,14,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,15,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,16,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,17,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,18,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,19,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,20,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,21,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,22,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,23,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,24,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,25,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,26,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,27,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,28,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,29,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -nanodet,30,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,1,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,2,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,3,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,4,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,5,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,6,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,7,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,8,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,9,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,10,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,11,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,12,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,13,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,14,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,15,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,16,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,17,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,18,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,19,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,20,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,21,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,22,4.2,0.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,23,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,24,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,25,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,26,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,27,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,28,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,29,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -qlib,30,4.2,0.5,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,1,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,2,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,3,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,4,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,5,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,6,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,7,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,8,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,9,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,10,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,11,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,12,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,13,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,14,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,15,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,16,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,17,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,18,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,19,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,20,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,21,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,22,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,23,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,24,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,25,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,26,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,27,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,28,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,29,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,30,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,1,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,2,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,3,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,4,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,5,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,6,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,7,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,8,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,9,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,10,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,11,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,12,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,13,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,14,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,15,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,16,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,17,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,18,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,19,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,20,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,21,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,22,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,23,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,24,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,25,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,26,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,27,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,28,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,29,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -magenta,30,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,1,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,2,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,3,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,4,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,5,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,6,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,7,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,8,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,9,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,10,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,11,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,12,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,13,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,14,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,15,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,16,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,17,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,18,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,19,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,20,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,21,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,22,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,23,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,24,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,25,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,26,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,27,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,28,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,29,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -mmf,30,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,1,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,2,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,3,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,4,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,5,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,6,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,7,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,8,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,9,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,10,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,11,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,12,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,13,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,14,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,15,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,16,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,17,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,18,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,19,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,20,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,21,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,22,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,23,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,24,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,25,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,26,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,27,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,28,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,29,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -nanodet,30,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,1,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,2,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,3,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,4,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,5,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,6,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,7,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,8,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,9,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,10,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,11,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,12,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,13,5.3,0.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,14,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,15,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,16,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,17,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,18,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,19,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,20,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,21,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,22,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,23,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,24,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,25,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,26,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,27,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,28,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,29,5.3,0.5,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -qlib,30,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,1,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,2,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,3,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,4,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,5,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,6,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,7,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,8,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,9,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,10,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,11,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,12,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,13,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,14,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,15,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,16,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,17,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,18,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,19,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,20,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,21,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,22,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,23,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,24,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,25,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,26,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,27,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,28,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,29,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,30,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,1,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,2,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,3,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,4,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,5,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,6,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,7,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,8,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,9,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,10,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,11,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,12,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,13,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,14,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,15,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,16,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,17,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,18,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,19,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,20,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,21,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,22,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,23,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,24,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,25,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,26,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,27,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,28,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,29,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -magenta,30,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,1,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,2,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,3,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,4,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,5,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,6,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,7,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,8,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,9,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,10,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,11,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,12,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,13,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,14,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,15,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,16,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,17,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,18,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,19,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,20,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,21,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,22,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,23,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,24,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,25,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,26,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,27,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,28,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,29,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -mmf,30,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,1,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,2,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,3,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,4,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,5,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,6,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,7,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,8,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,9,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,10,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,11,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,12,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,13,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,14,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,15,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,16,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,17,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,18,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,19,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,20,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,21,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,22,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,23,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,24,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,25,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,26,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,27,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,28,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,29,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -nanodet,30,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,1,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,2,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,3,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,4,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,5,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,6,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,7,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,8,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,9,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,10,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,11,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,12,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,13,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,14,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,15,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,16,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,17,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,18,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,19,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,20,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,21,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,22,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,23,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,24,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,25,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,26,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,27,6.1,0.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,28,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,29,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -qlib,30,6.1,0.5,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,1,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,2,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,3,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,4,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,5,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,6,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,7,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,8,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,9,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,10,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,11,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,12,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,13,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,14,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,15,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,16,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,17,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,18,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,19,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,20,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,21,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,22,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,23,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,24,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,25,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,26,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,27,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,28,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,29,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,30,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,1,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,2,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,3,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,4,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,5,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,6,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,7,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,8,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,9,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,10,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,11,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,12,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,13,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,14,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,15,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,16,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,17,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,18,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,19,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,20,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,21,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,22,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,23,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,24,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,25,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,26,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,27,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,28,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,29,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -magenta,30,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,1,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,2,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,3,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,4,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,5,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,6,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,7,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,8,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,9,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,10,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,11,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,12,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,13,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,14,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,15,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,16,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,17,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,18,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,19,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,20,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,21,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,22,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,23,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,24,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,25,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,26,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,27,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,28,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,29,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -mmf,30,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,1,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,2,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,3,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,4,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,5,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,6,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,7,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,8,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,9,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,10,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,11,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,12,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,13,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,14,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,15,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,16,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,17,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,18,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,19,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,20,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,21,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,22,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,23,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,24,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,25,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,26,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,27,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,28,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,29,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -nanodet,30,6.2,0.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,1,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,2,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,3,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,4,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,5,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,6,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,7,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,8,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,9,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,10,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,11,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,12,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,13,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,14,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,15,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,16,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,17,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,18,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,19,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,20,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,21,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,22,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,23,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,24,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,25,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,26,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,27,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,28,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,29,6.2,0.5,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -qlib,30,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds diff --git a/report/final_report/score_by_repo_run_4o.csv b/report/final_report/score_by_repo_run_4o.csv deleted file mode 100644 index 85a9e92..0000000 --- a/report/final_report/score_by_repo_run_4o.csv +++ /dev/null @@ -1,211 +0,0 @@ -repo,run,id,score,title,id_title -lightfm,1,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,2,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,3,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,4,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,5,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,6,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,7,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,8,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,9,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,10,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,11,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,12,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,13,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,14,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,15,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,16,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,17,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,18,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,19,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,20,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,21,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,22,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,23,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,24,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,25,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,26,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,27,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,28,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,29,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,30,2.1,1.0,Ensure Data File Loads as Expected,2.1. Ensure Data File Loads as Expected -lightfm,1,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,2,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,3,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,4,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,5,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,6,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,7,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,8,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,9,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,10,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,11,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,12,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,13,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,14,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,15,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,16,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,17,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,18,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,19,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,20,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,21,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,22,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,23,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,24,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,25,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,26,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,27,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,28,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,29,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,30,3.2,1.0,Data in the Expected Format,3.2. Data in the Expected Format -lightfm,1,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,2,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,3,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,4,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,5,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,6,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,7,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,8,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,9,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,10,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,11,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,12,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,13,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,14,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,15,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,16,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,17,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,18,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,19,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,20,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,21,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,22,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,23,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,24,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,25,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,26,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,27,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,28,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,29,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,30,3.5,1.0,Check for Duplicate Records in Data,3.5. Check for Duplicate Records in Data -lightfm,1,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,2,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,3,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,4,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,5,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,6,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,7,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,8,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,9,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,10,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,11,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,12,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,13,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,14,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,15,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,16,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,17,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,18,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,19,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,20,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,21,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,22,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,23,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,24,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,25,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,26,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,27,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,28,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,29,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,30,4.2,1.0,Verify Data Split Proportion,4.2. Verify Data Split Proportion -lightfm,1,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,2,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,3,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,4,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,5,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,6,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,7,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,8,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,9,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,10,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,11,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,12,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,13,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,14,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,15,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,16,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,17,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,18,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,19,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,20,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,21,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,22,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,23,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,24,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,25,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,26,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,27,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,28,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,29,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,30,5.3,1.0,Ensure Model Output Shape Aligns with Expectation,5.3. Ensure Model Output Shape Aligns with Expectation -lightfm,1,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,2,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,3,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,4,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,5,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,6,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,7,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,8,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,9,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,10,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,11,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,12,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,13,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,14,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,15,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,16,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,17,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,18,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,19,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,20,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,21,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,22,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,23,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,24,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,25,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,26,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,27,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,28,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,29,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,30,6.1,1.0,Verify Evaluation Metrics Implementation,6.1. Verify Evaluation Metrics Implementation -lightfm,1,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,2,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,3,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,4,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,5,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,6,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,7,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,8,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,9,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,10,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,11,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,12,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,13,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,14,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,15,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,16,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,17,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,18,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,19,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,20,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,21,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,22,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,23,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,24,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,25,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,26,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,27,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,28,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,29,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds -lightfm,30,6.2,1.0,Evaluate Model's Performance Against Thresholds,6.2. Evaluate Model's Performance Against Thresholds diff --git a/report/final_report/score_count_by_repo_3.5-turbo.csv b/report/final_report/score_count_by_repo_3.5-turbo.csv deleted file mode 100644 index c82f34d..0000000 --- a/report/final_report/score_count_by_repo_3.5-turbo.csv +++ /dev/null @@ -1,16 +0,0 @@ -repo,level_1,2.1,3.2,3.5,4.2,5.3,6.1,6.2 -lightfm,0.0,0.0,0.0,30.0,0.0,1.0,0.0,0.0 -lightfm,0.5,0.0,30.0,0.0,11.0,29.0,5.0,1.0 -lightfm,1.0,30.0,0.0,0.0,19.0,0.0,25.0,29.0 -magenta,0.0,29.0,30.0,30.0,30.0,30.0,30.0,30.0 -magenta,0.5,1.0,0.0,0.0,0.0,0.0,0.0,0.0 -magenta,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0 -mmf,0.0,0.0,0.0,14.0,4.0,0.0,0.0,0.0 -mmf,0.5,0.0,21.0,16.0,26.0,12.0,3.0,8.0 -mmf,1.0,30.0,9.0,0.0,0.0,18.0,27.0,22.0 -nanodet,0.0,0.0,15.0,30.0,30.0,0.0,12.0,28.0 -nanodet,0.5,0.0,15.0,0.0,0.0,0.0,18.0,2.0 -nanodet,1.0,30.0,0.0,0.0,0.0,30.0,0.0,0.0 -qlib,0.0,0.0,0.0,23.0,3.0,1.0,2.0,0.0 -qlib,0.5,0.0,14.0,7.0,25.0,25.0,18.0,24.0 -qlib,1.0,30.0,16.0,0.0,2.0,4.0,10.0,6.0 diff --git a/report/final_report/score_count_by_repo_4o.csv b/report/final_report/score_count_by_repo_4o.csv deleted file mode 100644 index 48090bf..0000000 --- a/report/final_report/score_count_by_repo_4o.csv +++ /dev/null @@ -1,2 +0,0 @@ -repo,level_1,2.1,3.2,3.5,4.2,5.3,6.1,6.2 -lightfm,1.0,30,30,30,30,30,30,30 diff --git a/report/final_report/score_stat_by_repo_3.5-turbo.csv b/report/final_report/score_stat_by_repo_3.5-turbo.csv deleted file mode 100644 index 672f161..0000000 --- a/report/final_report/score_stat_by_repo_3.5-turbo.csv +++ /dev/null @@ -1,36 +0,0 @@ -repo,id,count,mean,std,title,id_title -lightfm,2.1,30.0,1.0,0.0,Ensure Data File Loads as Expected,2.1. 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Evaluate Model's Performance Against Thresholds diff --git a/report/final_report/proposal.qmd b/report/proposal.qmd similarity index 99% rename from report/final_report/proposal.qmd rename to report/proposal.qmd index b3e1a6a..606dca1 100644 --- a/report/final_report/proposal.qmd +++ b/report/proposal.qmd @@ -36,7 +36,7 @@ We propose to develop testing suites diagnostic tools based on Large Language Mo Our solution offers an end-to-end application for evaluating and enhancing the robustness of users' ML systems. -![Main components and workflow of the proposed system. The checklist would be written in [YAML](https://yaml.org/) to maximize readability for both humans and machines. We hope this will encourage researchers/users to read, understand and modify the checklist items, while keeping the checklist closely integrated with other components in our system.](img/proposed_system_overview.png) +![Main components and workflow of the proposed system. The checklist would be written in [YAML](https://yaml.org/) to maximize readability for both humans and machines. We hope this will encourage researchers/users to read, understand and modify the checklist items, while keeping the checklist closely integrated with other components in our system.](../img/proposed_system_overview.png) One big challenge in utilizing LLMs to reliably and consistently evaluate ML systems is their tendency to generate illogical and/or factually wrong information known as hallucination [@zhang2023sirens]. diff --git a/report/proposal/_build/.doctrees/environment.pickle b/report/proposal/_build/.doctrees/environment.pickle deleted file mode 100644 index d726aaf..0000000 Binary files a/report/proposal/_build/.doctrees/environment.pickle and /dev/null differ diff --git a/report/proposal/_build/.doctrees/proposal.doctree b/report/proposal/_build/.doctrees/proposal.doctree deleted file mode 100644 index bbdae8f..0000000 Binary files a/report/proposal/_build/.doctrees/proposal.doctree and /dev/null differ diff --git a/report/proposal/_build/html/.buildinfo b/report/proposal/_build/html/.buildinfo deleted file mode 100644 index 60766b8..0000000 --- a/report/proposal/_build/html/.buildinfo +++ /dev/null @@ -1,4 +0,0 @@ -# Sphinx build info version 1 -# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 535ccf207158a009f1c328e841d4b611 -tags: 33eac41acc08762151beb8f3b7b86c8f diff --git a/report/proposal/_build/html/_images/proposed_system_overview.png b/report/proposal/_build/html/_images/proposed_system_overview.png deleted file mode 100644 index f830376..0000000 Binary files a/report/proposal/_build/html/_images/proposed_system_overview.png and /dev/null differ diff --git a/report/proposal/_build/html/_sources/proposal.ipynb b/report/proposal/_build/html/_sources/proposal.ipynb deleted file mode 100644 index 81cc25a..0000000 --- a/report/proposal/_build/html/_sources/proposal.ipynb +++ /dev/null @@ -1,358 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Proposal Report - Checklists and LLM prompts for efficient and effective test creation in data analysis\n", - "\n", - "by John Shiu, Orix Au Yeung, Tony Shum, Yingzi Jin" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Executive Summary\n", - "\n", - "The rapid growth of global artificial intelligence (AI) markets presents opportunities and challenges. While AI systems have the potential to impact various aspects of human life, ensuring their software quality remains a significant concern. Current testing strategies for machine learning (ML) systems lack standardization and comprehensiveness, which poses risks to stakeholders, such as financial losses and safety hazards.\n", - "\n", - "Our proposal addresses this challenge by developing a manually curated checklist which contains best practices and recommendations in testing ML systems. Additionally, an end-to-end application incorporating the checklist and Large Language Model (LLM) will be developed to analyze given ML system source codes and provide test completeness evaluation, missing test recommendations, and test function specification generation. Our proposed solution will enable users to systematically assess, improve, and include tests tailored to their ML systems through a combination of human expertise codified within the checklist and parametric memory from LLMs.\n", - "\n", - "In the following weeks, we will develop and refine our product through a swift and efficient iterative development approach, with the aim to deliver a rigorously tested and fully-documented system to our partners by the end of the project." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Introduction\n", - "\n", - "### Problem Statement\n", - "\n", - "The global artificial intelligence (AI) market is growing exponentially {cite}`grand2021artificial`, driven by its ability to autonomously make complex decisions impacting various aspects of human life, including financial transactions, autonomous transportation, and medical diagnosis. \n", - "\n", - "However, ensuring the software quality of these systems remains a significant challenge {cite}`openja2023studying`. Specifically, the lack of a standardized and comprehensive approach to testing machine learning (ML) systems introduces potential risks to stakeholders. For example, inadequate quality assurance in ML systems can lead to severe consequences, such as substantial financial losses {cite}`Asheeta2019` and safety hazards. \n", - "\n", - "Therefore, defining and promoting an industry standard and establishing robust testing methodologies for these systems is crucial. But how?\n", - "\n", - "### Our Objectives\n", - "\n", - "We propose to develop testing suites diagnostic tools based on Large Language Models (LLMs) and curate a checklist to facilitate comprehensive testing of ML systems with flexibility. Our goal is to enhance applied ML software's trustworthiness, quality, and reproducibility across both the industry and academia {cite}`kapoor2022leakage`." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "## Our Product\n", - "\n", - "Our solution offers an end-to-end application for evaluating and enhancing the robustness of users' ML systems." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{figure} ../../img/proposed_system_overview.png\n", - "---\n", - "name: overview-diagram\n", - "---\n", - "Main components and workflow of the proposed system. The checklist would be written in [YAML](https://yaml.org/) to maximize readability for both humans and machines. We hope this will encourage researchers/users to read, understand and modify the checklist items, while keeping the checklist closely integrated with other components in our system.\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "One big challenge in utilizing LLMs to reliably and consistently evaluate ML systems is their tendency to generate illogical and/or factually wrong information known as hallucination {cite}`zhang2023sirens`.\n", - "\n", - "To combat this, the proposed system will incorporate a checklist ([Fig. 1](overview-diagram)) which would be curated manually and incorporate best practices in software testing and identified areas to be tested inside ML pipeline from human experts and past research.\n", - "\n", - "This checklist will be our basis in evaluating the effectiveness and completeness of existing tests in a given codebase. Relevant information will be injected into a prompt template, which the LLMs would then be prompted to follow the checklist **exactly** during the evaluation.\n", - "\n", - "Here is an example of how the proposed checklist would be structured:" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "hide-cell" - ] - }, - "source": [ - "```{toggle}\n", - "```yaml\n", - "%YAML 1.2\n", - "---\n", - "Title: Checklist for Tests in Machine Learning Projects\n", - "Description: >\n", - " This is a comprehensive checklist for evaluating the data and ML pipeline\n", - " based on identified testing strategies from experts in the field.\n", - "Test Areas:\n", - " - Topic: General\n", - " Description: >\n", - " The following items describe best practices for all tests to be\n", - " written.\n", - " Tests:\n", - " - Title: Write Descriptive Test Names\n", - " Requirement: >\n", - " Every test function should have a clear, descriptive name\n", - " Explanation: >\n", - " If out tests are narrow and sufficiently descriptive, the test\n", - " name itself may give us enough information to start debugging.\n", - " This also helps us to identify what is being tested inside the\n", - " function.\n", - " References:\n", - " - https://testing.googleblog.com/2014/10/testing-on-toilet-writing-descriptive.html\n", - " - https://testing.googleblog.com/2024/05/test-failures-should-be-actionable.html\n", - "\n", - " - Title: Keep Tests Focused\n", - " Requirement: >\n", - " Each test should only test one scenario, meaning that in each\n", - " test we should only use one set of mock data.\n", - " Explanation: >\n", - " If we test multiple scenarios in a single test, it is hard to\n", - " idenitfy exactly what went wrong. Keeping one scenario in a\n", - " single test helps us to isolate problematic scenarios.\n", - " References:\n", - " - https://testing.googleblog.com/2018/06/testing-on-toilet-keep-tests-focused.html\n", - "\n", - " - Title: Prefer Narrow Assertions in Unit Tests\n", - " Requirement: >\n", - " The assertions inside the tests should be narrow, meaning that\n", - " when checking a complex object, any unrelated behavior should\n", - " not be tested - Assert on only relevant behaviors.\n", - " Explanation: >\n", - " If we have overly wide assertions (such as depending on every\n", - " field of a complex output proto), the test may fail for many\n", - " unimportant reasons. False positives are the opposite of\n", - " actionable.\n", - " References:\n", - " - https://testing.googleblog.com/2024/04/prefer-narrow-assertions-in-unit-tests.html\n", - "\n", - " - Title: Keep Cause and Effect Clear\n", - " Requirement: >\n", - " The modifications and the assertions of an object's behavior\n", - " in a single test should not be far away from each other.\n", - " Explanation: >\n", - " Refrain from using large global test data structures shared\n", - " across multiple unit tests. This will allow for clear\n", - " identification of each test's setup and the cause and effect.\n", - " References:\n", - " - https://testing.googleblog.com/2017/01/testing-on-toilet-keep-cause-and-effect.html\n", - "\n", - " - Topic: Data Presence\n", - " Description: >\n", - " The following items describe tests that need to be done for testing\n", - " the presence of data.\n", - " Tests:\n", - " - Title: ...\n", - " Requirement: ...\n", - " Explanation: ...\n", - " References:\n", - " - ...\n", - "\n", - " - Topic: Data Quality\n", - " Description: >\n", - " The following items describe tests that need to be done for testing\n", - " the quality of data.\n", - " Tests:\n", - " - Title: ...\n", - " Requirement: ...\n", - " Explanation: ...\n", - " References:\n", - " - ...\n", - "\n", - " - Topic: Data Ingestion\n", - " Description: >\n", - " The following items describe tests that need to be done for testing\n", - " if the data is ingestion properly.\n", - " Tests:\n", - " - Title: ...\n", - " Requirement: ...\n", - " Explanation: ...\n", - " References:\n", - " - ...\n", - "\n", - " - Topic: Model Fitting\n", - " Description: >\n", - " The following items describe tests that need to be done for testing\n", - " the model fitting process.\n", - " Tests:\n", - " - Title: ...\n", - " Requirement: ...\n", - " Explanation: ...\n", - " References:\n", - " - ...\n", - "\n", - " - Topic: Model Evaluation\n", - " Description: >\n", - " The following items describe tests that need to be done for testing\n", - " the model evaluation process.\n", - " Tests:\n", - " - Title: ...\n", - " Requirement: ...\n", - " Explanation: ...\n", - " References:\n", - " - ...\n", - "\n", - " - Topic: Artifact Testing\n", - " Description: >\n", - " The following items describe tests that need to be done for testing\n", - " any artifacts that are created from the project.\n", - " Tests:\n", - " - Title: ...\n", - " Requirement: ...\n", - " Explanation: ...\n", - " References:\n", - " - ...\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "### Evaluation Artifacts\n", - "\n", - "The end goal of our product is to generate the following three artifacts in relation to the evaluation of a given ML system codebase:\n", - "\n", - "1. **ML Test Completeness Score**: The application utilizes LLMs and our curated checklist to analyze users' ML system source code and returns a comprehensive score of the system's test quality.\n", - " \n", - "2. **Missing Test Recommendations**: The application evaluates the adequacy of existing tests for users' ML code and offers recommendations for additional, system-specific tests to enhance testing effectiveness.\n", - " \n", - "3. **Test Function Specification Generation**: Users select desired test recommendations and prompt the application to generate test function specifications and references. These are reliable starting points for users to enrich the ML system test suites.\n", - "\n", - "### Success Metrics\n", - "\n", - "Our product's success will depend on mutation testing of the test functions developed based on our application-generated specifications. The evaluation metric is the success rate of detecting the perturbations introduced to the ML project code.\n", - "\n", - "Our partners and stakeholders expect a significant improvement in the testing suites of their ML systems post-application usage. As a result, the testing suites will demonstrate high accuracy in detecting faults, ensuring consistency and high quality of ML projects during updates.\n", - "\n", - "### Data Science Approach\n", - "\n", - "#### Data: GitHub Repositories\n", - "\n", - "In this project, GitHub repositories are our data. \n", - "\n", - "To develop our testing checklist, we will collect 11 repositories studied in {cite}`openja2023studying`. Additionally, we will collect 377 repositories identified in the study by {cite}`wattanakriengkrai2022github` for our product development.\n", - "\n", - "For each repository, we are interested in the metadata and the ML modeling- and test-related source code. The metadata will be retrieved using the GitHub API, while the source code will be downloaded and filtered using our custom scripts. To ensure the relevance of the repositories to our study, we will apply the following criteria for filtering:\n", - " 1. Repositories that are related to ML systems.\n", - " 2. Repositories that include test cases.\n", - " 3. Repositories whose development is written in the Python programming language.\n", - "\n", - "#### Methodologies\n", - "\n", - "Our data science methodology incorporates human expert evaluation and prompt engineering to assess and enhance the test quality of ML systems.\n", - "\n", - "- Human Expert Evaluation\n", - "\n", - " We will begin by formulating a comprehensive checklist for evaluating the data and ML pipeline based on the established testing strategies outlined in {cite}`openja2023studying` as the foundational framework. Based on the formulated checklist, our team will manually assess the test quality within each repository data. We will refine the checklist to ensure applicability and robustness when testing general ML systems.\n", - "\n", - "- Prompt Engineering\n", - "\n", - " We will engineer the prompts for LLM to incorporate with the ML system code and the curated checklist and to serve various purposes across the three-stage process:\n", - " \n", - " 1. Prompts to examine test cases within the ML system source codes and deliver test completeness scores.\n", - " 2. Prompts to compare and contrast the existing tests and the checklist and deliver recommendations.\n", - " 3. Prompts to generate system-specific test specifications based on user-selected testing recommendations {cite}`schafer2023empirical`\n", - "\n", - "#### Iterative Development Approach\n", - "\n", - "We begin by setting up a foundational framework based on the selected GitHub repositories and research on ML testing. The framework might not cover all ML systems or testing practices. Therefore, we adopt an iterative development approach by establishing an open and scalable framework to address these considerations. The application will be continuously refined based on contributors' insights.\n", - "\n", - "Users are encouraged to interpret the generated artifacts with a grain of salt and recognize the evolving nature of ML system testing practices." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Delivery Timeline\n", - "\n", - "Our team follows the timeline below for our product delivery and prioritizes close communication with our partners to ensure that our developments align closely with their expectations.\n", - "\n", - "| Timeline | Milestones |\n", - "|---|---|\n", - "| Week 1 (Apr 29 - May 3) | Prepare and Present Initial Proposal. Scrape repository data. |\n", - "| Week 2 - 3 (May 6 - 17) | Deliver Proposal. Deliver Draft of ML Pipeline Test Checklist. Develop Minimum Viable Product (Test Completeness Score, Missing Test Recommendation) |\n", - "| Week 4 - 5 (May 20 - May 31) | Update Test Checklist. Develop Test Function Specification Generator. |\n", - "| Week 6 (Jun 3 - Jun 7) | Update Test Checklist. Wrap Up Product. |\n", - "| Week 7 (Jun 10 - Jun 14) | Finalize Test Checklist. Perform Product System Test. Present Final Product. Prepare Final Product Report. |\n", - "| Week 8 (Jun 17 - Jun 21) | Deliver Final Product. Deliver Final Product Report. |\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## References" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{bibliography}\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.6" - }, - "widgets": { - "application/vnd.jupyter.widget-state+json": { - "state": {}, - "version_major": 2, - "version_minor": 0 - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git 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- }); - } - } - var addItems = []; - var result = this.each(function() { - highlight(this, addItems); - }); - for (var i = 0; i < addItems.length; ++i) { - jQuery(addItems[i].parent).before(addItems[i].target); - } - return result; -}; - -/* - * backward compatibility for jQuery.browser - * This will be supported until firefox bug is fixed. - */ -if (!jQuery.browser) { - jQuery.uaMatch = function(ua) { - ua = ua.toLowerCase(); - - var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || - /(webkit)[ \/]([\w.]+)/.exec(ua) || - /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || - /(msie) ([\w.]+)/.exec(ua) || - ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || - []; - - return { - browser: match[ 1 ] || "", - version: match[ 2 ] || "0" - }; - }; - jQuery.browser = {}; - jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; -} diff --git a/report/proposal/_build/html/_static/basic.css b/report/proposal/_build/html/_static/basic.css deleted file mode 100644 index 5685b52..0000000 --- a/report/proposal/_build/html/_static/basic.css +++ /dev/null @@ -1,928 +0,0 @@ -/* - * basic.css - * ~~~~~~~~~ - * - * Sphinx stylesheet -- basic theme. - * - * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS. - * :license: BSD, see LICENSE for details. - * - */ - -/* -- main layout ----------------------------------------------------------- */ - -div.clearer { - clear: both; -} - -div.section::after { - display: block; - content: ''; - clear: left; -} - -/* -- relbar ---------------------------------------------------------------- */ - -div.related { - width: 100%; - font-size: 90%; -} - -div.related h3 { - display: none; -} - -div.related ul { - margin: 0; - padding: 0 0 0 10px; - list-style: none; -} - -div.related li { - display: inline; -} - -div.related li.right { - float: right; - margin-right: 5px; -} - -/* -- sidebar --------------------------------------------------------------- */ - -div.sphinxsidebarwrapper { - padding: 10px 5px 0 10px; -} - -div.sphinxsidebar { - float: left; - width: 270px; - margin-left: -100%; - font-size: 90%; - word-wrap: break-word; - overflow-wrap : break-word; -} - -div.sphinxsidebar ul { - list-style: none; -} - -div.sphinxsidebar ul ul, -div.sphinxsidebar ul.want-points { - margin-left: 20px; - list-style: square; -} - -div.sphinxsidebar ul ul { - margin-top: 0; - margin-bottom: 0; -} - -div.sphinxsidebar form { - margin-top: 10px; -} - -div.sphinxsidebar input { - border: 1px solid #98dbcc; - font-family: sans-serif; - font-size: 1em; -} - -div.sphinxsidebar #searchbox form.search { - overflow: hidden; -} - -div.sphinxsidebar #searchbox input[type="text"] { - float: left; - width: 80%; - padding: 0.25em; - box-sizing: border-box; -} - -div.sphinxsidebar #searchbox input[type="submit"] { - float: left; - width: 20%; - border-left: none; - padding: 0.25em; - box-sizing: border-box; -} - - -img { - border: 0; - max-width: 100%; -} - -/* -- search page ----------------------------------------------------------- */ - -ul.search { - margin: 10px 0 0 20px; - padding: 0; -} - -ul.search li { - padding: 5px 0 5px 20px; - background-image: url(file.png); - background-repeat: no-repeat; - background-position: 0 7px; -} - -ul.search li a { - font-weight: bold; -} - -ul.search li p.context { - color: #888; - margin: 2px 0 0 30px; - text-align: left; -} - -ul.keywordmatches li.goodmatch a { - font-weight: bold; -} - -/* -- index page ------------------------------------------------------------ */ - -table.contentstable { - width: 90%; - margin-left: auto; - margin-right: auto; -} - -table.contentstable p.biglink { - line-height: 150%; -} - -a.biglink { - font-size: 1.3em; -} - -span.linkdescr { - font-style: italic; - padding-top: 5px; - font-size: 90%; -} - -/* -- general index --------------------------------------------------------- */ - -table.indextable { - width: 100%; -} - -table.indextable td { - text-align: left; - vertical-align: top; -} - -table.indextable ul { - margin-top: 0; - margin-bottom: 0; - list-style-type: none; -} - -table.indextable > tbody > tr > td > ul { - padding-left: 0em; -} - -table.indextable tr.pcap { - height: 10px; -} - -table.indextable tr.cap { - margin-top: 10px; - background-color: #f2f2f2; -} - -img.toggler { - margin-right: 3px; - margin-top: 3px; - cursor: pointer; -} - -div.modindex-jumpbox { - border-top: 1px solid #ddd; - border-bottom: 1px solid #ddd; - margin: 1em 0 1em 0; - padding: 0.4em; -} - -div.genindex-jumpbox { - border-top: 1px solid #ddd; - border-bottom: 1px solid #ddd; - margin: 1em 0 1em 0; - padding: 0.4em; -} - -/* -- domain module index --------------------------------------------------- */ - -table.modindextable td { - padding: 2px; - border-collapse: collapse; -} - -/* -- general body styles --------------------------------------------------- */ - -div.body { - min-width: 360px; - max-width: 800px; -} - -div.body p, div.body dd, div.body li, div.body blockquote { - -moz-hyphens: auto; - -ms-hyphens: auto; - -webkit-hyphens: auto; - hyphens: auto; -} - -a.headerlink { - visibility: hidden; -} -a.brackets:before, -span.brackets > a:before{ - content: "["; -} - -a.brackets:after, -span.brackets > a:after { - content: "]"; -} - - -h1:hover > a.headerlink, -h2:hover > a.headerlink, -h3:hover > a.headerlink, -h4:hover > a.headerlink, -h5:hover > a.headerlink, -h6:hover > a.headerlink, -dt:hover > a.headerlink, -caption:hover > a.headerlink, -p.caption:hover > a.headerlink, -div.code-block-caption:hover > a.headerlink { - visibility: visible; -} - -div.body p.caption { - text-align: inherit; -} - -div.body td { - text-align: left; -} - -.first { - margin-top: 0 !important; -} - -p.rubric { - margin-top: 30px; - font-weight: bold; -} - -img.align-left, figure.align-left, .figure.align-left, object.align-left { - clear: left; - float: left; - margin-right: 1em; -} - -img.align-right, figure.align-right, .figure.align-right, object.align-right { - clear: right; - float: right; - margin-left: 1em; -} - -img.align-center, figure.align-center, .figure.align-center, object.align-center { - display: block; - margin-left: auto; - margin-right: auto; -} - -img.align-default, figure.align-default, .figure.align-default { - display: block; - margin-left: auto; - margin-right: auto; -} - -.align-left { - text-align: left; -} - -.align-center { - text-align: center; -} - -.align-default { - text-align: center; -} - -.align-right { - text-align: right; -} - -/* -- sidebars -------------------------------------------------------------- */ - -div.sidebar, -aside.sidebar { - margin: 0 0 0.5em 1em; - border: 1px solid #ddb; - padding: 7px; - background-color: #ffe; - width: 40%; - float: right; - clear: right; - overflow-x: auto; -} - -p.sidebar-title { - font-weight: bold; -} -div.admonition, div.topic, blockquote { - clear: left; -} - -/* -- topics ---------------------------------------------------------------- */ -div.topic { - border: 1px solid #ccc; - padding: 7px; - margin: 10px 0 10px 0; -} - -p.topic-title { - font-size: 1.1em; - font-weight: bold; - margin-top: 10px; -} - -/* -- admonitions ----------------------------------------------------------- */ - -div.admonition { - margin-top: 10px; - margin-bottom: 10px; - padding: 7px; -} - -div.admonition dt { - font-weight: bold; -} - -p.admonition-title { - margin: 0px 10px 5px 0px; - font-weight: bold; -} - -div.body p.centered { - text-align: center; - margin-top: 25px; -} - -/* -- content of sidebars/topics/admonitions -------------------------------- */ - -div.sidebar > :last-child, -aside.sidebar > :last-child, -div.topic > :last-child, -div.admonition > :last-child { - margin-bottom: 0; -} - -div.sidebar::after, -aside.sidebar::after, -div.topic::after, -div.admonition::after, -blockquote::after { - display: block; - content: ''; - clear: both; -} - -/* -- tables ---------------------------------------------------------------- */ - -table.docutils { - margin-top: 10px; - margin-bottom: 10px; - border: 0; - border-collapse: collapse; -} - -table.align-center { - margin-left: auto; - margin-right: auto; -} - -table.align-default { - margin-left: auto; - margin-right: auto; -} - -table caption span.caption-number { - font-style: italic; -} - -table caption span.caption-text { -} - -table.docutils td, table.docutils th { - padding: 1px 8px 1px 5px; - border-top: 0; - border-left: 0; - border-right: 0; - border-bottom: 1px solid #aaa; -} - -th { - text-align: left; - padding-right: 5px; -} - -table.citation { - border-left: solid 1px gray; - margin-left: 1px; -} - -table.citation td { - border-bottom: none; -} - -th > :first-child, -td > :first-child { - margin-top: 0px; -} - -th > :last-child, -td > :last-child { - margin-bottom: 0px; -} - -/* -- figures --------------------------------------------------------------- */ - -div.figure, figure { - margin: 0.5em; - padding: 0.5em; -} - -div.figure p.caption, figcaption { - padding: 0.3em; -} - -div.figure p.caption span.caption-number, -figcaption span.caption-number { - font-style: italic; -} - -div.figure p.caption span.caption-text, -figcaption span.caption-text { -} - -/* -- field list styles ----------------------------------------------------- */ - -table.field-list td, table.field-list th { - border: 0 !important; -} - -.field-list ul { - margin: 0; - padding-left: 1em; -} - -.field-list p { - margin: 0; -} - -.field-name { - -moz-hyphens: manual; - -ms-hyphens: manual; - -webkit-hyphens: manual; - hyphens: manual; -} - -/* -- hlist styles ---------------------------------------------------------- */ - -table.hlist { - margin: 1em 0; -} - -table.hlist td { - vertical-align: top; -} - -/* -- object description styles --------------------------------------------- */ - -.sig { - font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace; -} - -.sig-name, code.descname { - background-color: transparent; - font-weight: bold; -} - -.sig-name { - font-size: 1.1em; -} - -code.descname { - font-size: 1.2em; -} - -.sig-prename, code.descclassname { - background-color: transparent; -} - -.optional { - font-size: 1.3em; -} - -.sig-paren { - font-size: larger; -} - -.sig-param.n { - font-style: italic; -} - -/* C++ specific styling */ - -.sig-inline.c-texpr, -.sig-inline.cpp-texpr { - font-family: unset; -} - -.sig.c .k, .sig.c .kt, -.sig.cpp .k, .sig.cpp .kt { - color: #0033B3; -} - -.sig.c .m, -.sig.cpp .m { - color: #1750EB; -} - -.sig.c .s, .sig.c .sc, -.sig.cpp .s, .sig.cpp .sc { - color: #067D17; -} - - -/* -- other body styles ----------------------------------------------------- */ - -ol.arabic { - list-style: decimal; -} - -ol.loweralpha { - list-style: lower-alpha; -} - -ol.upperalpha { - list-style: upper-alpha; -} - -ol.lowerroman { - list-style: lower-roman; -} - -ol.upperroman { - list-style: upper-roman; -} - -:not(li) > ol > li:first-child > :first-child, -:not(li) > ul > li:first-child > :first-child { - margin-top: 0px; -} - -:not(li) > ol > li:last-child > :last-child, -:not(li) > ul > li:last-child > :last-child { - margin-bottom: 0px; -} - -ol.simple ol p, -ol.simple ul p, -ul.simple ol p, -ul.simple ul p { - margin-top: 0; -} - -ol.simple > li:not(:first-child) > p, -ul.simple > li:not(:first-child) > p { - margin-top: 0; -} - -ol.simple p, -ul.simple p { - margin-bottom: 0; -} - -/* Docutils 0.17 and older (footnotes & citations) */ -dl.footnote > dt, -dl.citation > dt { - float: left; - margin-right: 0.5em; -} - -dl.footnote > dd, -dl.citation > dd { - margin-bottom: 0em; -} - -dl.footnote > dd:after, -dl.citation > dd:after { - content: ""; - clear: both; -} - -/* Docutils 0.18+ (footnotes & citations) */ -aside.footnote > span, -div.citation > span { - float: left; -} -aside.footnote > span:last-of-type, -div.citation > span:last-of-type { - padding-right: 0.5em; -} -aside.footnote > p { - margin-left: 2em; -} -div.citation > p { - margin-left: 4em; -} -aside.footnote > p:last-of-type, -div.citation > p:last-of-type { - margin-bottom: 0em; -} -aside.footnote > p:last-of-type:after, -div.citation > p:last-of-type:after { - content: ""; - clear: both; -} - -/* Footnotes & citations ends */ - -dl.field-list { - display: grid; - grid-template-columns: fit-content(30%) auto; -} - -dl.field-list > dt { - font-weight: bold; - word-break: break-word; - padding-left: 0.5em; - padding-right: 5px; -} - -dl.field-list > dt:after { - content: ":"; -} - -dl.field-list > dd { - padding-left: 0.5em; - margin-top: 0em; - margin-left: 0em; - margin-bottom: 0em; -} - -dl { - margin-bottom: 15px; -} - -dd > :first-child { - margin-top: 0px; -} - -dd ul, dd table { - margin-bottom: 10px; -} - -dd { - margin-top: 3px; - margin-bottom: 10px; - margin-left: 30px; -} - -dl > dd:last-child, -dl > dd:last-child > :last-child { - margin-bottom: 0; -} - -dt:target, span.highlighted { - background-color: #fbe54e; -} - -rect.highlighted { - fill: #fbe54e; -} - -dl.glossary dt { - font-weight: bold; - font-size: 1.1em; -} - -.versionmodified { - font-style: italic; -} - -.system-message { - background-color: #fda; - padding: 5px; - border: 3px solid red; -} - -.footnote:target { - background-color: #ffa; -} - -.line-block { - display: block; - margin-top: 1em; - margin-bottom: 1em; -} - -.line-block .line-block { - margin-top: 0; - margin-bottom: 0; - margin-left: 1.5em; -} - -.guilabel, .menuselection { - font-family: sans-serif; -} - -.accelerator { - text-decoration: underline; -} - -.classifier { - font-style: oblique; -} - -.classifier:before { - font-style: normal; - margin: 0 0.5em; - content: ":"; - display: inline-block; -} - -abbr, acronym { - border-bottom: dotted 1px; - cursor: help; -} - -/* -- code displays --------------------------------------------------------- */ - -pre { - overflow: auto; - overflow-y: hidden; /* fixes display issues on Chrome browsers */ -} - -pre, div[class*="highlight-"] { - clear: both; -} - -span.pre { - -moz-hyphens: none; - -ms-hyphens: none; - -webkit-hyphens: none; - hyphens: none; - white-space: nowrap; -} - -div[class*="highlight-"] { - margin: 1em 0; -} - -td.linenos pre { - border: 0; - background-color: transparent; - color: #aaa; -} - -table.highlighttable { - display: block; -} - -table.highlighttable tbody { - display: block; -} - -table.highlighttable tr { - display: flex; -} - -table.highlighttable td { - margin: 0; - padding: 0; -} - -table.highlighttable td.linenos { - padding-right: 0.5em; -} - -table.highlighttable td.code { - flex: 1; - overflow: hidden; -} - -.highlight .hll { - display: block; -} - -div.highlight pre, -table.highlighttable pre { - margin: 0; -} - -div.code-block-caption + div { - margin-top: 0; -} - -div.code-block-caption { - margin-top: 1em; - padding: 2px 5px; - font-size: small; -} - -div.code-block-caption code { - background-color: transparent; -} - -table.highlighttable td.linenos, -span.linenos, -div.highlight span.gp { /* gp: Generic.Prompt */ - user-select: none; - -webkit-user-select: text; /* Safari fallback only */ - -webkit-user-select: none; /* Chrome/Safari */ - -moz-user-select: none; /* Firefox */ - -ms-user-select: none; /* IE10+ */ -} - -div.code-block-caption span.caption-number { - padding: 0.1em 0.3em; - font-style: italic; -} - -div.code-block-caption span.caption-text { -} - -div.literal-block-wrapper { - margin: 1em 0; -} - -code.xref, a code { - background-color: transparent; - font-weight: bold; -} - -h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { - background-color: transparent; -} - -.viewcode-link { - float: right; -} - -.viewcode-back { - float: right; - font-family: sans-serif; -} - -div.viewcode-block:target { - margin: -1px -10px; - padding: 0 10px; -} - -/* -- math display ---------------------------------------------------------- */ - -img.math { - vertical-align: middle; -} - -div.body div.math p { - text-align: center; -} - -span.eqno { - float: right; -} - -span.eqno a.headerlink { - position: absolute; - z-index: 1; -} - -div.math:hover a.headerlink { - visibility: visible; -} - -/* -- printout stylesheet --------------------------------------------------- */ - -@media print { - div.document, - div.documentwrapper, - div.bodywrapper { - margin: 0 !important; - width: 100%; - } - - div.sphinxsidebar, - div.related, - div.footer, - #top-link { - display: none; - } -} \ No newline at end of file diff --git a/report/proposal/_build/html/_static/check-solid.svg b/report/proposal/_build/html/_static/check-solid.svg deleted file mode 100644 index 92fad4b..0000000 --- a/report/proposal/_build/html/_static/check-solid.svg +++ /dev/null @@ -1,4 +0,0 @@ - - - - diff --git a/report/proposal/_build/html/_static/clipboard.min.js b/report/proposal/_build/html/_static/clipboard.min.js deleted file mode 100644 index 54b3c46..0000000 --- a/report/proposal/_build/html/_static/clipboard.min.js +++ /dev/null @@ -1,7 +0,0 @@ -/*! - * clipboard.js v2.0.8 - * https://clipboardjs.com/ - * - * Licensed MIT © Zeno Rocha - */ -!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1 - - - - diff --git a/report/proposal/_build/html/_static/copybutton.css b/report/proposal/_build/html/_static/copybutton.css deleted file mode 100644 index f1916ec..0000000 --- a/report/proposal/_build/html/_static/copybutton.css +++ /dev/null @@ -1,94 +0,0 @@ -/* Copy buttons */ -button.copybtn { - position: absolute; - display: flex; - top: .3em; - right: .3em; - width: 1.7em; - height: 1.7em; - opacity: 0; - transition: opacity 0.3s, border .3s, background-color .3s; - user-select: none; - padding: 0; - border: none; - outline: none; - border-radius: 0.4em; - /* The colors that GitHub uses */ - border: #1b1f2426 1px solid; - background-color: #f6f8fa; - color: #57606a; -} - -button.copybtn.success { - border-color: #22863a; - color: #22863a; -} - -button.copybtn svg { - stroke: currentColor; - width: 1.5em; - height: 1.5em; - padding: 0.1em; -} - -div.highlight { - position: relative; -} - -/* Show the copybutton */ -.highlight:hover button.copybtn, button.copybtn.success { - opacity: 1; -} - -.highlight button.copybtn:hover { - background-color: rgb(235, 235, 235); -} - -.highlight button.copybtn:active { - background-color: rgb(187, 187, 187); -} - -/** - * A minimal CSS-only tooltip copied from: - * https://codepen.io/mildrenben/pen/rVBrpK - * - * To use, write HTML like the following: - * - *

Short

- */ - .o-tooltip--left { - position: relative; - } - - .o-tooltip--left:after { - opacity: 0; - visibility: hidden; - position: absolute; - content: attr(data-tooltip); - padding: .2em; - font-size: .8em; - left: -.2em; - background: grey; - color: white; - white-space: nowrap; - z-index: 2; - border-radius: 2px; - transform: translateX(-102%) translateY(0); - transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); -} - -.o-tooltip--left:hover:after { - display: block; - opacity: 1; - visibility: visible; - transform: translateX(-100%) translateY(0); - transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); - transition-delay: .5s; -} - -/* By default the copy button shouldn't show up when printing a page */ -@media print { - button.copybtn { - display: none; - } -} diff --git a/report/proposal/_build/html/_static/copybutton.js b/report/proposal/_build/html/_static/copybutton.js deleted file mode 100644 index 2ea7ff3..0000000 --- a/report/proposal/_build/html/_static/copybutton.js +++ /dev/null @@ -1,248 +0,0 @@ -// Localization support -const messages = { - 'en': { - 'copy': 'Copy', - 'copy_to_clipboard': 'Copy to clipboard', - 'copy_success': 'Copied!', - 'copy_failure': 'Failed to copy', - }, - 'es' : { - 'copy': 'Copiar', - 'copy_to_clipboard': 'Copiar al portapapeles', - 'copy_success': '¡Copiado!', - 'copy_failure': 'Error al copiar', - }, - 'de' : { - 'copy': 'Kopieren', - 'copy_to_clipboard': 'In die Zwischenablage kopieren', - 'copy_success': 'Kopiert!', - 'copy_failure': 'Fehler beim Kopieren', - }, - 'fr' : { - 'copy': 'Copier', - 'copy_to_clipboard': 'Copier dans le presse-papier', - 'copy_success': 'Copié !', - 'copy_failure': 'Échec de la copie', - }, - 'ru': { - 'copy': 'Скопировать', - 'copy_to_clipboard': 'Скопировать в буфер', - 'copy_success': 'Скопировано!', - 'copy_failure': 'Не удалось скопировать', - }, - 'zh-CN': { - 'copy': '复制', - 'copy_to_clipboard': '复制到剪贴板', - 'copy_success': '复制成功!', - 'copy_failure': '复制失败', - }, - 'it' : { - 'copy': 'Copiare', - 'copy_to_clipboard': 'Copiato negli appunti', - 'copy_success': 'Copiato!', - 'copy_failure': 'Errore durante la copia', - } -} - -let locale = 'en' -if( document.documentElement.lang !== undefined - && messages[document.documentElement.lang] !== undefined ) { - locale = document.documentElement.lang -} - -let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT; -if (doc_url_root == '#') { - doc_url_root = ''; -} - -/** - * SVG files for our copy buttons - */ -let iconCheck = ` - ${messages[locale]['copy_success']} - - -` - -// If the user specified their own SVG use that, otherwise use the default -let iconCopy = ``; -if (!iconCopy) { - iconCopy = ` - ${messages[locale]['copy_to_clipboard']} - - - -` -} - -/** - * Set up copy/paste for code blocks - */ - -const runWhenDOMLoaded = cb => { - if (document.readyState != 'loading') { - cb() - } else if (document.addEventListener) { - document.addEventListener('DOMContentLoaded', cb) - } else { - document.attachEvent('onreadystatechange', function() { - if (document.readyState == 'complete') cb() - }) - } -} - -const codeCellId = index => `codecell${index}` - -// Clears selected text since ClipboardJS will select the text when copying -const clearSelection = () => { - if (window.getSelection) { - window.getSelection().removeAllRanges() - } else if (document.selection) { - document.selection.empty() - } -} - -// Changes tooltip text for a moment, then changes it back -// We want the timeout of our `success` class to be a bit shorter than the -// tooltip and icon change, so that we can hide the icon before changing back. -var timeoutIcon = 2000; -var timeoutSuccessClass = 1500; - -const temporarilyChangeTooltip = (el, oldText, newText) => { - el.setAttribute('data-tooltip', newText) - el.classList.add('success') - // Remove success a little bit sooner than we change the tooltip - // So that we can use CSS to hide the copybutton first - setTimeout(() => el.classList.remove('success'), timeoutSuccessClass) - setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon) -} - -// Changes the copy button icon for two seconds, then changes it back -const temporarilyChangeIcon = (el) => { - el.innerHTML = iconCheck; - setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon) -} - -const addCopyButtonToCodeCells = () => { - // If ClipboardJS hasn't loaded, wait a bit and try again. This - // happens because we load ClipboardJS asynchronously. - if (window.ClipboardJS === undefined) { - setTimeout(addCopyButtonToCodeCells, 250) - return - } - - // Add copybuttons to all of our code cells - const COPYBUTTON_SELECTOR = 'div.highlight pre'; - const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR) - codeCells.forEach((codeCell, index) => { - const id = codeCellId(index) - codeCell.setAttribute('id', id) - - const clipboardButton = id => - `` - codeCell.insertAdjacentHTML('afterend', clipboardButton(id)) - }) - -function escapeRegExp(string) { - return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string -} - -/** - * Removes excluded text from a Node. - * - * @param {Node} target Node to filter. - * @param {string} exclude CSS selector of nodes to exclude. - * @returns {DOMString} Text from `target` with text removed. - */ -function filterText(target, exclude) { - const clone = target.cloneNode(true); // clone as to not modify the live DOM - if (exclude) { - // remove excluded nodes - clone.querySelectorAll(exclude).forEach(node => node.remove()); - } - return clone.innerText; -} - -// Callback when a copy button is clicked. Will be passed the node that was clicked -// should then grab the text and replace pieces of text that shouldn't be used in output -function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { - var regexp; - var match; - - // Do we check for line continuation characters and "HERE-documents"? - var useLineCont = !!lineContinuationChar - var useHereDoc = !!hereDocDelim - - // create regexp to capture prompt and remaining line - if (isRegexp) { - regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') - } else { - regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') - } - - const outputLines = []; - var promptFound = false; - var gotLineCont = false; - var gotHereDoc = false; - const lineGotPrompt = []; - for (const line of textContent.split('\n')) { - match = line.match(regexp) - if (match || gotLineCont || gotHereDoc) { - promptFound = regexp.test(line) - lineGotPrompt.push(promptFound) - if (removePrompts && promptFound) { - outputLines.push(match[2]) - } else { - outputLines.push(line) - } - gotLineCont = line.endsWith(lineContinuationChar) & useLineCont - if (line.includes(hereDocDelim) & useHereDoc) - gotHereDoc = !gotHereDoc - } else if (!onlyCopyPromptLines) { - outputLines.push(line) - } else if (copyEmptyLines && line.trim() === '') { - outputLines.push(line) - } - } - - // If no lines with the prompt were found then just use original lines - if (lineGotPrompt.some(v => v === true)) { - textContent = outputLines.join('\n'); - } - - // Remove a trailing newline to avoid auto-running when pasting - if (textContent.endsWith("\n")) { - textContent = textContent.slice(0, -1) - } - return textContent -} - - -var copyTargetText = (trigger) => { - var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); - - // get filtered text - let exclude = '.linenos'; - - let text = filterText(target, exclude); - return formatCopyText(text, '', false, true, true, true, '', '') -} - - // Initialize with a callback so we can modify the text before copy - const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText}) - - // Update UI with error/success messages - clipboard.on('success', event => { - clearSelection() - temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success']) - temporarilyChangeIcon(event.trigger) - }) - - clipboard.on('error', event => { - temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure']) - }) -} - -runWhenDOMLoaded(addCopyButtonToCodeCells) \ No newline at end of file diff --git a/report/proposal/_build/html/_static/copybutton_funcs.js b/report/proposal/_build/html/_static/copybutton_funcs.js deleted file mode 100644 index dbe1aaa..0000000 --- a/report/proposal/_build/html/_static/copybutton_funcs.js +++ /dev/null @@ -1,73 +0,0 @@ -function escapeRegExp(string) { - return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string -} - -/** - * Removes excluded text from a Node. - * - * @param {Node} target Node to filter. - * @param {string} exclude CSS selector of nodes to exclude. - * @returns {DOMString} Text from `target` with text removed. - */ -export function filterText(target, exclude) { - const clone = target.cloneNode(true); // clone as to not modify the live DOM - if (exclude) { - // remove excluded nodes - clone.querySelectorAll(exclude).forEach(node => node.remove()); - } - return clone.innerText; -} - -// Callback when a copy button is clicked. Will be passed the node that was clicked -// should then grab the text and replace pieces of text that shouldn't be used in output -export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { - var regexp; - var match; - - // Do we check for line continuation characters and "HERE-documents"? - var useLineCont = !!lineContinuationChar - var useHereDoc = !!hereDocDelim - - // create regexp to capture prompt and remaining line - if (isRegexp) { - regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') - } else { - regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') - } - - const outputLines = []; - var promptFound = false; - var gotLineCont = false; - var gotHereDoc = false; - const lineGotPrompt = []; - for (const line of textContent.split('\n')) { - match = line.match(regexp) - if (match || gotLineCont || gotHereDoc) { - promptFound = regexp.test(line) - lineGotPrompt.push(promptFound) - if (removePrompts && promptFound) { - outputLines.push(match[2]) - } else { - outputLines.push(line) - } - gotLineCont = line.endsWith(lineContinuationChar) & useLineCont - if (line.includes(hereDocDelim) & useHereDoc) - gotHereDoc = !gotHereDoc - } else if (!onlyCopyPromptLines) { - outputLines.push(line) - } else if (copyEmptyLines && line.trim() === '') { - outputLines.push(line) - } - } - - // If no lines with the prompt were found then just use original lines - if (lineGotPrompt.some(v => v === true)) { - textContent = outputLines.join('\n'); - } - - // Remove a trailing newline to avoid auto-running when pasting - if (textContent.endsWith("\n")) { - textContent = textContent.slice(0, -1) - } - return textContent -} diff --git a/report/proposal/_build/html/_static/design-style.4045f2051d55cab465a707391d5b2007.min.css b/report/proposal/_build/html/_static/design-style.4045f2051d55cab465a707391d5b2007.min.css 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var(--sd-color-tabs-overline),0 .0625rem var(--sd-color-tabs-underline);display:none;order:99;padding-bottom:.75rem;padding-top:.75rem;width:100%}.sd-tab-content>:first-child{margin-top:0 !important}.sd-tab-content>:last-child{margin-bottom:0 !important}.sd-tab-content>.sd-tab-set{margin:0}.sd-sphinx-override,.sd-sphinx-override *{-moz-box-sizing:border-box;-webkit-box-sizing:border-box;box-sizing:border-box}.sd-sphinx-override p{margin-top:0}:root{--sd-color-primary: #007bff;--sd-color-secondary: #6c757d;--sd-color-success: #28a745;--sd-color-info: #17a2b8;--sd-color-warning: #f0b37e;--sd-color-danger: #dc3545;--sd-color-light: #f8f9fa;--sd-color-muted: #6c757d;--sd-color-dark: #212529;--sd-color-black: black;--sd-color-white: white;--sd-color-primary-highlight: #0069d9;--sd-color-secondary-highlight: #5c636a;--sd-color-success-highlight: #228e3b;--sd-color-info-highlight: #148a9c;--sd-color-warning-highlight: #cc986b;--sd-color-danger-highlight: #bb2d3b;--sd-color-light-highlight: #d3d4d5;--sd-color-muted-highlight: #5c636a;--sd-color-dark-highlight: #1c1f23;--sd-color-black-highlight: black;--sd-color-white-highlight: #d9d9d9;--sd-color-primary-text: #fff;--sd-color-secondary-text: #fff;--sd-color-success-text: #fff;--sd-color-info-text: #fff;--sd-color-warning-text: #212529;--sd-color-danger-text: #fff;--sd-color-light-text: #212529;--sd-color-muted-text: #fff;--sd-color-dark-text: #fff;--sd-color-black-text: #fff;--sd-color-white-text: #212529;--sd-color-shadow: rgba(0, 0, 0, 0.15);--sd-color-card-border: rgba(0, 0, 0, 0.125);--sd-color-card-border-hover: hsla(231, 99%, 66%, 1);--sd-color-card-background: transparent;--sd-color-card-text: inherit;--sd-color-card-header: transparent;--sd-color-card-footer: transparent;--sd-color-tabs-label-active: hsla(231, 99%, 66%, 1);--sd-color-tabs-label-hover: hsla(231, 99%, 66%, 1);--sd-color-tabs-label-inactive: hsl(0, 0%, 66%);--sd-color-tabs-underline-active: hsla(231, 99%, 66%, 1);--sd-color-tabs-underline-hover: rgba(178, 206, 245, 0.62);--sd-color-tabs-underline-inactive: transparent;--sd-color-tabs-overline: rgb(222, 222, 222);--sd-color-tabs-underline: rgb(222, 222, 222);--sd-fontsize-tabs-label: 1rem} diff --git a/report/proposal/_build/html/_static/design-tabs.js b/report/proposal/_build/html/_static/design-tabs.js deleted file mode 100644 index 36b38cf..0000000 --- a/report/proposal/_build/html/_static/design-tabs.js +++ /dev/null @@ -1,27 +0,0 @@ -var sd_labels_by_text = {}; - -function ready() { - const li = document.getElementsByClassName("sd-tab-label"); - for (const label of li) { - syncId = label.getAttribute("data-sync-id"); - if (syncId) { - label.onclick = onLabelClick; - if (!sd_labels_by_text[syncId]) { - sd_labels_by_text[syncId] = []; - } - sd_labels_by_text[syncId].push(label); - } - } -} - -function onLabelClick() { - // Activate other inputs with the same sync id. - syncId = this.getAttribute("data-sync-id"); - for (label of sd_labels_by_text[syncId]) { - if (label === this) continue; - label.previousElementSibling.checked = true; - } - window.localStorage.setItem("sphinx-design-last-tab", syncId); -} - -document.addEventListener("DOMContentLoaded", ready, false); diff --git a/report/proposal/_build/html/_static/doctools.js b/report/proposal/_build/html/_static/doctools.js deleted file mode 100644 index c3db08d..0000000 --- a/report/proposal/_build/html/_static/doctools.js +++ /dev/null @@ -1,264 +0,0 @@ -/* - * doctools.js - * ~~~~~~~~~~~ - * - * Base JavaScript utilities for all Sphinx HTML documentation. - * - * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS. - * :license: BSD, see LICENSE for details. - * - */ -"use strict"; - -const _ready = (callback) => { - if (document.readyState !== "loading") { - callback(); - } else { - document.addEventListener("DOMContentLoaded", callback); - } -}; - -/** - * highlight a given string on a node by wrapping it in - * span elements with the given class name. - */ -const _highlight = (node, addItems, text, className) => { - if (node.nodeType === Node.TEXT_NODE) { - const val = node.nodeValue; - const parent = node.parentNode; - const pos = val.toLowerCase().indexOf(text); - if ( - pos >= 0 && - !parent.classList.contains(className) && - !parent.classList.contains("nohighlight") - ) { - let span; - - const closestNode = parent.closest("body, svg, foreignObject"); - const isInSVG = closestNode && closestNode.matches("svg"); - if (isInSVG) { - span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); - } else { - span = document.createElement("span"); - span.classList.add(className); - } - - span.appendChild(document.createTextNode(val.substr(pos, text.length))); - parent.insertBefore( - span, - parent.insertBefore( - document.createTextNode(val.substr(pos + text.length)), - node.nextSibling - ) - ); - node.nodeValue = val.substr(0, pos); - - if (isInSVG) { - const rect = document.createElementNS( - "http://www.w3.org/2000/svg", - "rect" - ); - const bbox = parent.getBBox(); - rect.x.baseVal.value = bbox.x; - rect.y.baseVal.value = bbox.y; - rect.width.baseVal.value = bbox.width; - rect.height.baseVal.value = bbox.height; - rect.setAttribute("class", className); - addItems.push({ parent: parent, target: rect }); - } - } - } else if (node.matches && !node.matches("button, select, textarea")) { - node.childNodes.forEach((el) => _highlight(el, addItems, text, className)); - } -}; -const _highlightText = (thisNode, text, className) => { - let addItems = []; - _highlight(thisNode, addItems, text, className); - addItems.forEach((obj) => - obj.parent.insertAdjacentElement("beforebegin", obj.target) - ); -}; - -/** - * Small JavaScript module for the documentation. - */ -const Documentation = { - init: () => { - Documentation.highlightSearchWords(); - Documentation.initDomainIndexTable(); - Documentation.initOnKeyListeners(); - }, - - /** - * i18n support - */ - TRANSLATIONS: {}, - PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), - LOCALE: "unknown", - - // gettext and ngettext don't access this so that the functions - // can safely bound to a different name (_ = Documentation.gettext) - gettext: (string) => { - const translated = Documentation.TRANSLATIONS[string]; - switch (typeof translated) { - case "undefined": - return string; // no translation - case "string": - return translated; // translation exists - default: - return translated[0]; // (singular, plural) translation tuple exists - } - }, - - ngettext: (singular, plural, n) => { - const translated = Documentation.TRANSLATIONS[singular]; - if (typeof translated !== "undefined") - return translated[Documentation.PLURAL_EXPR(n)]; - return n === 1 ? singular : plural; - }, - - addTranslations: (catalog) => { - Object.assign(Documentation.TRANSLATIONS, catalog.messages); - Documentation.PLURAL_EXPR = new Function( - "n", - `return (${catalog.plural_expr})` - ); - Documentation.LOCALE = catalog.locale; - }, - - /** - * highlight the search words provided in the url in the text - */ - highlightSearchWords: () => { - const highlight = - new URLSearchParams(window.location.search).get("highlight") || ""; - const terms = highlight.toLowerCase().split(/\s+/).filter(x => x); - if (terms.length === 0) return; // nothing to do - - // There should never be more than one element matching "div.body" - const divBody = document.querySelectorAll("div.body"); - const body = divBody.length ? divBody[0] : document.querySelector("body"); - window.setTimeout(() => { - terms.forEach((term) => _highlightText(body, term, "highlighted")); - }, 10); - - const searchBox = document.getElementById("searchbox"); - if (searchBox === null) return; - searchBox.appendChild( - document - .createRange() - .createContextualFragment( - '

' + - '' + - Documentation.gettext("Hide Search Matches") + - "

" - ) - ); - }, - - /** - * helper function to hide the search marks again - */ - hideSearchWords: () => { - document - .querySelectorAll("#searchbox .highlight-link") - .forEach((el) => el.remove()); - document - .querySelectorAll("span.highlighted") - .forEach((el) => el.classList.remove("highlighted")); - const url = new URL(window.location); - url.searchParams.delete("highlight"); - window.history.replaceState({}, "", url); - }, - - /** - * helper function to focus on search bar - */ - focusSearchBar: () => { - document.querySelectorAll("input[name=q]")[0]?.focus(); - }, - - /** - * Initialise the domain index toggle buttons - */ - initDomainIndexTable: () => { - const toggler = (el) => { - const idNumber = el.id.substr(7); - const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); - if (el.src.substr(-9) === "minus.png") { - el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; - toggledRows.forEach((el) => (el.style.display = "none")); - } else { - el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; - toggledRows.forEach((el) => (el.style.display = "")); - } - }; - - const togglerElements = document.querySelectorAll("img.toggler"); - togglerElements.forEach((el) => - el.addEventListener("click", (event) => toggler(event.currentTarget)) - ); - togglerElements.forEach((el) => (el.style.display = "")); - if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); - }, - - initOnKeyListeners: () => { - // only install a listener if it is really needed - if ( - !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && - !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS - ) - return; - - const blacklistedElements = new Set([ - "TEXTAREA", - "INPUT", - "SELECT", - "BUTTON", - ]); - document.addEventListener("keydown", (event) => { - if (blacklistedElements.has(document.activeElement.tagName)) return; // bail for input elements - if (event.altKey || event.ctrlKey || event.metaKey) return; // bail with special keys - - if (!event.shiftKey) { - switch (event.key) { - case "ArrowLeft": - if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; - - const prevLink = document.querySelector('link[rel="prev"]'); - if (prevLink && prevLink.href) { - window.location.href = prevLink.href; - event.preventDefault(); - } - break; - case "ArrowRight": - if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; - - const nextLink = document.querySelector('link[rel="next"]'); - if (nextLink && nextLink.href) { - window.location.href = nextLink.href; - event.preventDefault(); - } - break; - case "Escape": - if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; - Documentation.hideSearchWords(); - event.preventDefault(); - } - } - - // some keyboard layouts may need Shift to get / - switch (event.key) { - case "/": - if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; - Documentation.focusSearchBar(); - event.preventDefault(); - } - }); - }, -}; - -// quick alias for translations -const _ = Documentation.gettext; - -_ready(Documentation.init); diff --git a/report/proposal/_build/html/_static/documentation_options.js b/report/proposal/_build/html/_static/documentation_options.js deleted file mode 100644 index 5ed5061..0000000 --- a/report/proposal/_build/html/_static/documentation_options.js +++ /dev/null @@ -1,14 +0,0 @@ -var DOCUMENTATION_OPTIONS = { - URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), - VERSION: '', - LANGUAGE: 'en', - COLLAPSE_INDEX: false, - BUILDER: 'singlehtml', - FILE_SUFFIX: '.html', - LINK_SUFFIX: '.html', - HAS_SOURCE: true, - SOURCELINK_SUFFIX: '', - NAVIGATION_WITH_KEYS: false, - SHOW_SEARCH_SUMMARY: true, - ENABLE_SEARCH_SHORTCUTS: false, -}; \ No newline at end of file diff --git a/report/proposal/_build/html/_static/file.png b/report/proposal/_build/html/_static/file.png deleted file mode 100644 index a858a41..0000000 Binary files a/report/proposal/_build/html/_static/file.png and /dev/null differ diff --git a/report/proposal/_build/html/_static/images/logo_binder.svg b/report/proposal/_build/html/_static/images/logo_binder.svg deleted file mode 100644 index 45fecf7..0000000 --- a/report/proposal/_build/html/_static/images/logo_binder.svg +++ /dev/null @@ -1,19 +0,0 @@ - - - - -logo - - - - - - - - diff --git a/report/proposal/_build/html/_static/images/logo_colab.png b/report/proposal/_build/html/_static/images/logo_colab.png deleted file mode 100644 index b7560ec..0000000 Binary files a/report/proposal/_build/html/_static/images/logo_colab.png and /dev/null differ diff --git a/report/proposal/_build/html/_static/images/logo_deepnote.svg b/report/proposal/_build/html/_static/images/logo_deepnote.svg deleted file mode 100644 index fa77ebf..0000000 --- a/report/proposal/_build/html/_static/images/logo_deepnote.svg +++ /dev/null @@ -1 +0,0 @@ - diff --git a/report/proposal/_build/html/_static/images/logo_jupyterhub.svg b/report/proposal/_build/html/_static/images/logo_jupyterhub.svg deleted file mode 100644 index 60cfe9f..0000000 --- a/report/proposal/_build/html/_static/images/logo_jupyterhub.svg +++ /dev/null @@ -1 +0,0 @@ -logo_jupyterhubHub diff --git a/report/proposal/_build/html/_static/jquery-3.6.0.js b/report/proposal/_build/html/_static/jquery-3.6.0.js deleted file mode 100644 index fc6c299..0000000 --- a/report/proposal/_build/html/_static/jquery-3.6.0.js +++ /dev/null @@ -1,10881 +0,0 @@ -/*! - * jQuery JavaScript Library v3.6.0 - * https://jquery.com/ - * - * Includes Sizzle.js - * https://sizzlejs.com/ - * - * Copyright OpenJS Foundation and other contributors - * Released under the MIT license - * https://jquery.org/license - * - * Date: 2021-03-02T17:08Z - */ -( function( global, factory ) { - - "use strict"; - - if ( typeof module === "object" && typeof module.exports === "object" ) { - - // For CommonJS and CommonJS-like environments where a proper `window` - // is present, execute the factory and get jQuery. - // For environments that do not have a `window` with a `document` - // (such as Node.js), expose a factory as module.exports. - // This accentuates the need for the creation of a real `window`. - // e.g. var jQuery = require("jquery")(window); - // See ticket #14549 for more info. - module.exports = global.document ? - factory( global, true ) : - function( w ) { - if ( !w.document ) { - throw new Error( "jQuery requires a window with a document" ); - } - return factory( w ); - }; - } else { - factory( global ); - } - -// Pass this if window is not defined yet -} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) { - -// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1 -// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode -// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common -// enough that all such attempts are guarded in a try block. -"use strict"; - -var arr = []; - -var getProto = Object.getPrototypeOf; - -var slice = arr.slice; - -var flat = arr.flat ? function( array ) { - return arr.flat.call( array ); -} : function( array ) { - return arr.concat.apply( [], array ); -}; - - -var push = arr.push; - -var indexOf = arr.indexOf; - -var class2type = {}; - -var toString = class2type.toString; - -var hasOwn = class2type.hasOwnProperty; - -var fnToString = hasOwn.toString; - -var ObjectFunctionString = fnToString.call( Object ); - -var support = {}; - -var isFunction = function isFunction( obj ) { - - // Support: Chrome <=57, Firefox <=52 - // In some browsers, typeof returns "function" for HTML elements - // (i.e., `typeof document.createElement( "object" ) === "function"`). - // We don't want to classify *any* DOM node as a function. - // Support: QtWeb <=3.8.5, WebKit <=534.34, wkhtmltopdf tool <=0.12.5 - // Plus for old WebKit, typeof returns "function" for HTML collections - // (e.g., `typeof document.getElementsByTagName("div") === "function"`). (gh-4756) - return typeof obj === "function" && typeof obj.nodeType !== "number" && - typeof obj.item !== "function"; - }; - - -var isWindow = function isWindow( obj ) { - return obj != null && obj === obj.window; - }; - - -var document = window.document; - - - - var preservedScriptAttributes = { - type: true, - src: true, - nonce: true, - noModule: true - }; - - function DOMEval( code, node, doc ) { - doc = doc || document; - - var i, val, - script = doc.createElement( "script" ); - - script.text = code; - if ( node ) { - for ( i in preservedScriptAttributes ) { - - // Support: Firefox 64+, Edge 18+ - // Some browsers don't support the "nonce" property on scripts. - // On the other hand, just using `getAttribute` is not enough as - // the `nonce` attribute is reset to an empty string whenever it - // becomes browsing-context connected. - // See https://github.com/whatwg/html/issues/2369 - // See https://html.spec.whatwg.org/#nonce-attributes - // The `node.getAttribute` check was added for the sake of - // `jQuery.globalEval` so that it can fake a nonce-containing node - // via an object. - val = node[ i ] || node.getAttribute && node.getAttribute( i ); - if ( val ) { - script.setAttribute( i, val ); - } - } - } - doc.head.appendChild( script ).parentNode.removeChild( script ); - } - - -function toType( obj ) { - if ( obj == null ) { - return obj + ""; - } - - // Support: Android <=2.3 only (functionish RegExp) - return typeof obj === "object" || typeof obj === "function" ? - class2type[ toString.call( obj ) ] || "object" : - typeof obj; -} -/* global Symbol */ -// Defining this global in .eslintrc.json would create a danger of using the global -// unguarded in another place, it seems safer to define global only for this module - - - -var - version = "3.6.0", - - // Define a local copy of jQuery - jQuery = function( selector, context ) { - - // The jQuery object is actually just the init constructor 'enhanced' - // Need init if jQuery is called (just allow error to be thrown if not included) - return new jQuery.fn.init( selector, context ); - }; - -jQuery.fn = jQuery.prototype = { - - // The current version of jQuery being used - jquery: version, - - constructor: jQuery, - - // The default length of a jQuery object is 0 - length: 0, - - toArray: function() { - return slice.call( this ); - }, - - // Get the Nth element in the matched element set OR - // Get the whole matched element set as a clean array - get: function( num ) { - - // Return all the elements in a clean array - if ( num == null ) { - return slice.call( this ); - } - - // Return just the one element from the set - return num < 0 ? this[ num + this.length ] : this[ num ]; - }, - - // Take an array of elements and push it onto the stack - // (returning the new matched element set) - pushStack: function( elems ) { - - // Build a new jQuery matched element set - var ret = jQuery.merge( this.constructor(), elems ); - - // Add the old object onto the stack (as a reference) - ret.prevObject = this; - - // Return the newly-formed element set - return ret; - }, - - // Execute a callback for every element in the matched set. - each: function( callback ) { - return jQuery.each( this, callback ); - }, - - map: function( callback ) { - return this.pushStack( jQuery.map( this, function( elem, i ) { - return callback.call( elem, i, elem ); - } ) ); - }, - - slice: function() { - return this.pushStack( slice.apply( this, arguments ) ); - }, - - first: function() { - return this.eq( 0 ); - }, - - last: function() { - return this.eq( -1 ); - }, - - even: function() { - return this.pushStack( jQuery.grep( this, function( _elem, i ) { - return ( i + 1 ) % 2; - } ) ); - }, - - odd: function() { - return this.pushStack( jQuery.grep( this, function( _elem, i ) { - return i % 2; - } ) ); - }, - - eq: function( i ) { - var len = this.length, - j = +i + ( i < 0 ? len : 0 ); - return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] ); - }, - - end: function() { - return this.prevObject || this.constructor(); - }, - - // For internal use only. - // Behaves like an Array's method, not like a jQuery method. - push: push, - sort: arr.sort, - splice: arr.splice -}; - -jQuery.extend = jQuery.fn.extend = function() { - var options, name, src, copy, copyIsArray, clone, - target = arguments[ 0 ] || {}, - i = 1, - length = arguments.length, - deep = false; - - // Handle a deep copy situation - if ( typeof target === "boolean" ) { - deep = target; - - // Skip the boolean and the target - target = arguments[ i ] || {}; - i++; - } - - // Handle case when target is a string or something (possible in deep copy) - if ( typeof target !== "object" && !isFunction( target ) ) { - target = {}; - } - - // Extend jQuery itself if only one argument is passed - if ( i === length ) { - target = this; - i--; - } - - for ( ; i < length; i++ ) { - - // Only deal with non-null/undefined values - if ( ( options = arguments[ i ] ) != null ) { - - // Extend the base object - for ( name in options ) { - copy = options[ name ]; - - // Prevent Object.prototype pollution - // Prevent never-ending loop - if ( name === "__proto__" || target === copy ) { - continue; - } - - // Recurse if we're merging plain objects or arrays - if ( deep && copy && ( jQuery.isPlainObject( copy ) || - ( copyIsArray = Array.isArray( copy ) ) ) ) { - src = target[ name ]; - - // Ensure proper type for the source value - if ( copyIsArray && !Array.isArray( src ) ) { - clone = []; - } else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) { - clone = {}; - } else { - clone = src; - } - copyIsArray = false; - - // Never move original objects, clone them - target[ name ] = jQuery.extend( deep, clone, copy ); - - // Don't bring in undefined values - } else if ( copy !== undefined ) { - target[ name ] = copy; - } - } - } - } - - // Return the modified object - return target; -}; - -jQuery.extend( { - - // Unique for each copy of jQuery on the page - expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ), - - // Assume jQuery is ready without the ready module - isReady: true, - - error: function( msg ) { - throw new Error( msg ); - }, - - noop: function() {}, - - isPlainObject: function( obj ) { - var proto, Ctor; - - // Detect obvious negatives - // Use toString instead of jQuery.type to catch host objects - if ( !obj || toString.call( obj ) !== "[object Object]" ) { - return false; - } - - proto = getProto( obj ); - - // Objects with no prototype (e.g., `Object.create( null )`) are plain - if ( !proto ) { - return true; - } - - // Objects with prototype are plain iff they were constructed by a global Object function - Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor; - return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString; - }, - - isEmptyObject: function( obj ) { - var name; - - for ( name in obj ) { - return false; - } - return true; - }, - - // Evaluates a script in a provided context; falls back to the global one - // if not specified. - globalEval: function( code, options, doc ) { - DOMEval( code, { nonce: options && options.nonce }, doc ); - }, - - each: function( obj, callback ) { - var length, i = 0; - - if ( isArrayLike( obj ) ) { - length = obj.length; - for ( ; i < length; i++ ) { - if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { - break; - } - } - } else { - for ( i in obj ) { - if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { - break; - } - } - } - - return obj; - }, - - // results is for internal usage only - makeArray: function( arr, results ) { - var ret = results || []; - - if ( arr != null ) { - if ( isArrayLike( Object( arr ) ) ) { - jQuery.merge( ret, - typeof arr === "string" ? - [ arr ] : arr - ); - } else { - push.call( ret, arr ); - } - } - - return ret; - }, - - inArray: function( elem, arr, i ) { - return arr == null ? -1 : indexOf.call( arr, elem, i ); - }, - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - merge: function( first, second ) { - var len = +second.length, - j = 0, - i = first.length; - - for ( ; j < len; j++ ) { - first[ i++ ] = second[ j ]; - } - - first.length = i; - - return first; - }, - - grep: function( elems, callback, invert ) { - var callbackInverse, - matches = [], - i = 0, - length = elems.length, - callbackExpect = !invert; - - // Go through the array, only saving the items - // that pass the validator function - for ( ; i < length; i++ ) { - callbackInverse = !callback( elems[ i ], i ); - if ( callbackInverse !== callbackExpect ) { - matches.push( elems[ i ] ); - } - } - - return matches; - }, - - // arg is for internal usage only - map: function( elems, callback, arg ) { - var length, value, - i = 0, - ret = []; - - // Go through the array, translating each of the items to their new values - if ( isArrayLike( elems ) ) { - length = elems.length; - for ( ; i < length; i++ ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - - // Go through every key on the object, - } else { - for ( i in elems ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - } - - // Flatten any nested arrays - return flat( ret ); - }, - - // A global GUID counter for objects - guid: 1, - - // jQuery.support is not used in Core but other projects attach their - // properties to it so it needs to exist. - support: support -} ); - -if ( typeof Symbol === "function" ) { - jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ]; -} - -// Populate the class2type map -jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ), - function( _i, name ) { - class2type[ "[object " + name + "]" ] = name.toLowerCase(); - } ); - -function isArrayLike( obj ) { - - // Support: real iOS 8.2 only (not reproducible in simulator) - // `in` check used to prevent JIT error (gh-2145) - // hasOwn isn't used here due to false negatives - // regarding Nodelist length in IE - var length = !!obj && "length" in obj && obj.length, - type = toType( obj ); - - if ( isFunction( obj ) || isWindow( obj ) ) { - return false; - } - - return type === "array" || length === 0 || - typeof length === "number" && length > 0 && ( length - 1 ) in obj; -} -var Sizzle = -/*! - * Sizzle CSS Selector Engine v2.3.6 - * https://sizzlejs.com/ - * - * Copyright JS Foundation and other contributors - * Released under the MIT license - * https://js.foundation/ - * - * Date: 2021-02-16 - */ -( function( window ) { -var i, - support, - Expr, - getText, - isXML, - tokenize, - compile, - select, - outermostContext, - sortInput, - hasDuplicate, - - // Local document vars - setDocument, - document, - docElem, - documentIsHTML, - rbuggyQSA, - rbuggyMatches, - matches, - contains, - - // Instance-specific data - expando = "sizzle" + 1 * new Date(), - preferredDoc = window.document, - dirruns = 0, - done = 0, - classCache = createCache(), - tokenCache = createCache(), - compilerCache = createCache(), - nonnativeSelectorCache = createCache(), - sortOrder = function( a, b ) { - if ( a === b ) { - hasDuplicate = true; - } - return 0; - }, - - // Instance methods - hasOwn = ( {} ).hasOwnProperty, - arr = [], - pop = arr.pop, - pushNative = arr.push, - push = arr.push, - slice = arr.slice, - - // Use a stripped-down indexOf as it's faster than native - // https://jsperf.com/thor-indexof-vs-for/5 - indexOf = function( list, elem ) { - var i = 0, - len = list.length; - for ( ; i < len; i++ ) { - if ( list[ i ] === elem ) { - return i; - } - } - return -1; - }, - - booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" + - "ismap|loop|multiple|open|readonly|required|scoped", - - // Regular expressions - - // http://www.w3.org/TR/css3-selectors/#whitespace - whitespace = "[\\x20\\t\\r\\n\\f]", - - // https://www.w3.org/TR/css-syntax-3/#ident-token-diagram - identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace + - "?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+", - - // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors - attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace + - - // Operator (capture 2) - "*([*^$|!~]?=)" + whitespace + - - // "Attribute values must be CSS identifiers [capture 5] - // or strings [capture 3 or capture 4]" - "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + - whitespace + "*\\]", - - pseudos = ":(" + identifier + ")(?:\\((" + - - // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: - // 1. quoted (capture 3; capture 4 or capture 5) - "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + - - // 2. simple (capture 6) - "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + - - // 3. anything else (capture 2) - ".*" + - ")\\)|)", - - // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter - rwhitespace = new RegExp( whitespace + "+", "g" ), - rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + - whitespace + "+$", "g" ), - - rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), - rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + - "*" ), - rdescend = new RegExp( whitespace + "|>" ), - - rpseudo = new RegExp( pseudos ), - ridentifier = new RegExp( "^" + identifier + "$" ), - - matchExpr = { - "ID": new RegExp( "^#(" + identifier + ")" ), - "CLASS": new RegExp( "^\\.(" + identifier + ")" ), - "TAG": new RegExp( "^(" + identifier + "|[*])" ), - "ATTR": new RegExp( "^" + attributes ), - "PSEUDO": new RegExp( "^" + pseudos ), - "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + - whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + - whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), - "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), - - // For use in libraries implementing .is() - // We use this for POS matching in `select` - "needsContext": new RegExp( "^" + whitespace + - "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace + - "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) - }, - - rhtml = /HTML$/i, - rinputs = /^(?:input|select|textarea|button)$/i, - rheader = /^h\d$/i, - - rnative = /^[^{]+\{\s*\[native \w/, - - // Easily-parseable/retrievable ID or TAG or CLASS selectors - rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, - - rsibling = /[+~]/, - - // CSS escapes - // http://www.w3.org/TR/CSS21/syndata.html#escaped-characters - runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ), - funescape = function( escape, nonHex ) { - var high = "0x" + escape.slice( 1 ) - 0x10000; - - return nonHex ? - - // Strip the backslash prefix from a non-hex escape sequence - nonHex : - - // Replace a hexadecimal escape sequence with the encoded Unicode code point - // Support: IE <=11+ - // For values outside the Basic Multilingual Plane (BMP), manually construct a - // surrogate pair - high < 0 ? - String.fromCharCode( high + 0x10000 ) : - String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); - }, - - // CSS string/identifier serialization - // https://drafts.csswg.org/cssom/#common-serializing-idioms - rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g, - fcssescape = function( ch, asCodePoint ) { - if ( asCodePoint ) { - - // U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER - if ( ch === "\0" ) { - return "\uFFFD"; - } - - // Control characters and (dependent upon position) numbers get escaped as code points - return ch.slice( 0, -1 ) + "\\" + - ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " "; - } - - // Other potentially-special ASCII characters get backslash-escaped - return "\\" + ch; - }, - - // Used for iframes - // See setDocument() - // Removing the function wrapper causes a "Permission Denied" - // error in IE - unloadHandler = function() { - setDocument(); - }, - - inDisabledFieldset = addCombinator( - function( elem ) { - return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset"; - }, - { dir: "parentNode", next: "legend" } - ); - -// Optimize for push.apply( _, NodeList ) -try { - push.apply( - ( arr = slice.call( preferredDoc.childNodes ) ), - preferredDoc.childNodes - ); - - // Support: Android<4.0 - // Detect silently failing push.apply - // eslint-disable-next-line no-unused-expressions - arr[ preferredDoc.childNodes.length ].nodeType; -} catch ( e ) { - push = { apply: arr.length ? - - // Leverage slice if possible - function( target, els ) { - pushNative.apply( target, slice.call( els ) ); - } : - - // Support: IE<9 - // Otherwise append directly - function( target, els ) { - var j = target.length, - i = 0; - - // Can't trust NodeList.length - while ( ( target[ j++ ] = els[ i++ ] ) ) {} - target.length = j - 1; - } - }; -} - -function Sizzle( selector, context, results, seed ) { - var m, i, elem, nid, match, groups, newSelector, - newContext = context && context.ownerDocument, - - // nodeType defaults to 9, since context defaults to document - nodeType = context ? context.nodeType : 9; - - results = results || []; - - // Return early from calls with invalid selector or context - if ( typeof selector !== "string" || !selector || - nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) { - - return results; - } - - // Try to shortcut find operations (as opposed to filters) in HTML documents - if ( !seed ) { - setDocument( context ); - context = context || document; - - if ( documentIsHTML ) { - - // If the selector is sufficiently simple, try using a "get*By*" DOM method - // (excepting DocumentFragment context, where the methods don't exist) - if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) { - - // ID selector - if ( ( m = match[ 1 ] ) ) { - - // Document context - if ( nodeType === 9 ) { - if ( ( elem = context.getElementById( m ) ) ) { - - // Support: IE, Opera, Webkit - // TODO: identify versions - // getElementById can match elements by name instead of ID - if ( elem.id === m ) { - results.push( elem ); - return results; - } - } else { - return results; - } - - // Element context - } else { - - // Support: IE, Opera, Webkit - // TODO: identify versions - // getElementById can match elements by name instead of ID - if ( newContext && ( elem = newContext.getElementById( m ) ) && - contains( context, elem ) && - elem.id === m ) { - - results.push( elem ); - return results; - } - } - - // Type selector - } else if ( match[ 2 ] ) { - push.apply( results, context.getElementsByTagName( selector ) ); - return results; - - // Class selector - } else if ( ( m = match[ 3 ] ) && support.getElementsByClassName && - context.getElementsByClassName ) { - - push.apply( results, context.getElementsByClassName( m ) ); - return results; - } - } - - // Take advantage of querySelectorAll - if ( support.qsa && - !nonnativeSelectorCache[ selector + " " ] && - ( !rbuggyQSA || !rbuggyQSA.test( selector ) ) && - - // Support: IE 8 only - // Exclude object elements - ( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) { - - newSelector = selector; - newContext = context; - - // qSA considers elements outside a scoping root when evaluating child or - // descendant combinators, which is not what we want. - // In such cases, we work around the behavior by prefixing every selector in the - // list with an ID selector referencing the scope context. - // The technique has to be used as well when a leading combinator is used - // as such selectors are not recognized by querySelectorAll. - // Thanks to Andrew Dupont for this technique. - if ( nodeType === 1 && - ( rdescend.test( selector ) || rcombinators.test( selector ) ) ) { - - // Expand context for sibling selectors - newContext = rsibling.test( selector ) && testContext( context.parentNode ) || - context; - - // We can use :scope instead of the ID hack if the browser - // supports it & if we're not changing the context. - if ( newContext !== context || !support.scope ) { - - // Capture the context ID, setting it first if necessary - if ( ( nid = context.getAttribute( "id" ) ) ) { - nid = nid.replace( rcssescape, fcssescape ); - } else { - context.setAttribute( "id", ( nid = expando ) ); - } - } - - // Prefix every selector in the list - groups = tokenize( selector ); - i = groups.length; - while ( i-- ) { - groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " + - toSelector( groups[ i ] ); - } - newSelector = groups.join( "," ); - } - - try { - push.apply( results, - newContext.querySelectorAll( newSelector ) - ); - return results; - } catch ( qsaError ) { - nonnativeSelectorCache( selector, true ); - } finally { - if ( nid === expando ) { - context.removeAttribute( "id" ); - } - } - } - } - } - - // All others - return select( selector.replace( rtrim, "$1" ), context, results, seed ); -} - -/** - * Create key-value caches of limited size - * @returns {function(string, object)} Returns the Object data after storing it on itself with - * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) - * deleting the oldest entry - */ -function createCache() { - var keys = []; - - function cache( key, value ) { - - // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) - if ( keys.push( key + " " ) > Expr.cacheLength ) { - - // Only keep the most recent entries - delete cache[ keys.shift() ]; - } - return ( cache[ key + " " ] = value ); - } - return cache; -} - -/** - * Mark a function for special use by Sizzle - * @param {Function} fn The function to mark - */ -function markFunction( fn ) { - fn[ expando ] = true; - return fn; -} - -/** - * Support testing using an element - * @param {Function} fn Passed the created element and returns a boolean result - */ -function assert( fn ) { - var el = document.createElement( "fieldset" ); - - try { - return !!fn( el ); - } catch ( e ) { - return false; - } finally { - - // Remove from its parent by default - if ( el.parentNode ) { - el.parentNode.removeChild( el ); - } - - // release memory in IE - el = null; - } -} - -/** - * Adds the same handler for all of the specified attrs - * @param {String} attrs Pipe-separated list of attributes - * @param {Function} handler The method that will be applied - */ -function addHandle( attrs, handler ) { - var arr = attrs.split( "|" ), - i = arr.length; - - while ( i-- ) { - Expr.attrHandle[ arr[ i ] ] = handler; - } -} - -/** - * Checks document order of two siblings - * @param {Element} a - * @param {Element} b - * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b - */ -function siblingCheck( a, b ) { - var cur = b && a, - diff = cur && a.nodeType === 1 && b.nodeType === 1 && - a.sourceIndex - b.sourceIndex; - - // Use IE sourceIndex if available on both nodes - if ( diff ) { - return diff; - } - - // Check if b follows a - if ( cur ) { - while ( ( cur = cur.nextSibling ) ) { - if ( cur === b ) { - return -1; - } - } - } - - return a ? 1 : -1; -} - -/** - * Returns a function to use in pseudos for input types - * @param {String} type - */ -function createInputPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for buttons - * @param {String} type - */ -function createButtonPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return ( name === "input" || name === "button" ) && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for :enabled/:disabled - * @param {Boolean} disabled true for :disabled; false for :enabled - */ -function createDisabledPseudo( disabled ) { - - // Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable - return function( elem ) { - - // Only certain elements can match :enabled or :disabled - // https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled - // https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled - if ( "form" in elem ) { - - // Check for inherited disabledness on relevant non-disabled elements: - // * listed form-associated elements in a disabled fieldset - // https://html.spec.whatwg.org/multipage/forms.html#category-listed - // https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled - // * option elements in a disabled optgroup - // https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled - // All such elements have a "form" property. - if ( elem.parentNode && elem.disabled === false ) { - - // Option elements defer to a parent optgroup if present - if ( "label" in elem ) { - if ( "label" in elem.parentNode ) { - return elem.parentNode.disabled === disabled; - } else { - return elem.disabled === disabled; - } - } - - // Support: IE 6 - 11 - // Use the isDisabled shortcut property to check for disabled fieldset ancestors - return elem.isDisabled === disabled || - - // Where there is no isDisabled, check manually - /* jshint -W018 */ - elem.isDisabled !== !disabled && - inDisabledFieldset( elem ) === disabled; - } - - return elem.disabled === disabled; - - // Try to winnow out elements that can't be disabled before trusting the disabled property. - // Some victims get caught in our net (label, legend, menu, track), but it shouldn't - // even exist on them, let alone have a boolean value. - } else if ( "label" in elem ) { - return elem.disabled === disabled; - } - - // Remaining elements are neither :enabled nor :disabled - return false; - }; -} - -/** - * Returns a function to use in pseudos for positionals - * @param {Function} fn - */ -function createPositionalPseudo( fn ) { - return markFunction( function( argument ) { - argument = +argument; - return markFunction( function( seed, matches ) { - var j, - matchIndexes = fn( [], seed.length, argument ), - i = matchIndexes.length; - - // Match elements found at the specified indexes - while ( i-- ) { - if ( seed[ ( j = matchIndexes[ i ] ) ] ) { - seed[ j ] = !( matches[ j ] = seed[ j ] ); - } - } - } ); - } ); -} - -/** - * Checks a node for validity as a Sizzle context - * @param {Element|Object=} context - * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value - */ -function testContext( context ) { - return context && typeof context.getElementsByTagName !== "undefined" && context; -} - -// Expose support vars for convenience -support = Sizzle.support = {}; - -/** - * Detects XML nodes - * @param {Element|Object} elem An element or a document - * @returns {Boolean} True iff elem is a non-HTML XML node - */ -isXML = Sizzle.isXML = function( elem ) { - var namespace = elem && elem.namespaceURI, - docElem = elem && ( elem.ownerDocument || elem ).documentElement; - - // Support: IE <=8 - // Assume HTML when documentElement doesn't yet exist, such as inside loading iframes - // https://bugs.jquery.com/ticket/4833 - return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" ); -}; - -/** - * Sets document-related variables once based on the current document - * @param {Element|Object} [doc] An element or document object to use to set the document - * @returns {Object} Returns the current document - */ -setDocument = Sizzle.setDocument = function( node ) { - var hasCompare, subWindow, - doc = node ? node.ownerDocument || node : preferredDoc; - - // Return early if doc is invalid or already selected - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) { - return document; - } - - // Update global variables - document = doc; - docElem = document.documentElement; - documentIsHTML = !isXML( document ); - - // Support: IE 9 - 11+, Edge 12 - 18+ - // Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936) - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - if ( preferredDoc != document && - ( subWindow = document.defaultView ) && subWindow.top !== subWindow ) { - - // Support: IE 11, Edge - if ( subWindow.addEventListener ) { - subWindow.addEventListener( "unload", unloadHandler, false ); - - // Support: IE 9 - 10 only - } else if ( subWindow.attachEvent ) { - subWindow.attachEvent( "onunload", unloadHandler ); - } - } - - // Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only, - // Safari 4 - 5 only, Opera <=11.6 - 12.x only - // IE/Edge & older browsers don't support the :scope pseudo-class. - // Support: Safari 6.0 only - // Safari 6.0 supports :scope but it's an alias of :root there. - support.scope = assert( function( el ) { - docElem.appendChild( el ).appendChild( document.createElement( "div" ) ); - return typeof el.querySelectorAll !== "undefined" && - !el.querySelectorAll( ":scope fieldset div" ).length; - } ); - - /* Attributes - ---------------------------------------------------------------------- */ - - // Support: IE<8 - // Verify that getAttribute really returns attributes and not properties - // (excepting IE8 booleans) - support.attributes = assert( function( el ) { - el.className = "i"; - return !el.getAttribute( "className" ); - } ); - - /* getElement(s)By* - ---------------------------------------------------------------------- */ - - // Check if getElementsByTagName("*") returns only elements - support.getElementsByTagName = assert( function( el ) { - el.appendChild( document.createComment( "" ) ); - return !el.getElementsByTagName( "*" ).length; - } ); - - // Support: IE<9 - support.getElementsByClassName = rnative.test( document.getElementsByClassName ); - - // Support: IE<10 - // Check if getElementById returns elements by name - // The broken getElementById methods don't pick up programmatically-set names, - // so use a roundabout getElementsByName test - support.getById = assert( function( el ) { - docElem.appendChild( el ).id = expando; - return !document.getElementsByName || !document.getElementsByName( expando ).length; - } ); - - // ID filter and find - if ( support.getById ) { - Expr.filter[ "ID" ] = function( id ) { - var attrId = id.replace( runescape, funescape ); - return function( elem ) { - return elem.getAttribute( "id" ) === attrId; - }; - }; - Expr.find[ "ID" ] = function( id, context ) { - if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { - var elem = context.getElementById( id ); - return elem ? [ elem ] : []; - } - }; - } else { - Expr.filter[ "ID" ] = function( id ) { - var attrId = id.replace( runescape, funescape ); - return function( elem ) { - var node = typeof elem.getAttributeNode !== "undefined" && - elem.getAttributeNode( "id" ); - return node && node.value === attrId; - }; - }; - - // Support: IE 6 - 7 only - // getElementById is not reliable as a find shortcut - Expr.find[ "ID" ] = function( id, context ) { - if ( typeof context.getElementById !== "undefined" && documentIsHTML ) { - var node, i, elems, - elem = context.getElementById( id ); - - if ( elem ) { - - // Verify the id attribute - node = elem.getAttributeNode( "id" ); - if ( node && node.value === id ) { - return [ elem ]; - } - - // Fall back on getElementsByName - elems = context.getElementsByName( id ); - i = 0; - while ( ( elem = elems[ i++ ] ) ) { - node = elem.getAttributeNode( "id" ); - if ( node && node.value === id ) { - return [ elem ]; - } - } - } - - return []; - } - }; - } - - // Tag - Expr.find[ "TAG" ] = support.getElementsByTagName ? - function( tag, context ) { - if ( typeof context.getElementsByTagName !== "undefined" ) { - return context.getElementsByTagName( tag ); - - // DocumentFragment nodes don't have gEBTN - } else if ( support.qsa ) { - return context.querySelectorAll( tag ); - } - } : - - function( tag, context ) { - var elem, - tmp = [], - i = 0, - - // By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too - results = context.getElementsByTagName( tag ); - - // Filter out possible comments - if ( tag === "*" ) { - while ( ( elem = results[ i++ ] ) ) { - if ( elem.nodeType === 1 ) { - tmp.push( elem ); - } - } - - return tmp; - } - return results; - }; - - // Class - Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) { - if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) { - return context.getElementsByClassName( className ); - } - }; - - /* QSA/matchesSelector - ---------------------------------------------------------------------- */ - - // QSA and matchesSelector support - - // matchesSelector(:active) reports false when true (IE9/Opera 11.5) - rbuggyMatches = []; - - // qSa(:focus) reports false when true (Chrome 21) - // We allow this because of a bug in IE8/9 that throws an error - // whenever `document.activeElement` is accessed on an iframe - // So, we allow :focus to pass through QSA all the time to avoid the IE error - // See https://bugs.jquery.com/ticket/13378 - rbuggyQSA = []; - - if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) { - - // Build QSA regex - // Regex strategy adopted from Diego Perini - assert( function( el ) { - - var input; - - // Select is set to empty string on purpose - // This is to test IE's treatment of not explicitly - // setting a boolean content attribute, - // since its presence should be enough - // https://bugs.jquery.com/ticket/12359 - docElem.appendChild( el ).innerHTML = "" + - ""; - - // Support: IE8, Opera 11-12.16 - // Nothing should be selected when empty strings follow ^= or $= or *= - // The test attribute must be unknown in Opera but "safe" for WinRT - // https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section - if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) { - rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); - } - - // Support: IE8 - // Boolean attributes and "value" are not treated correctly - if ( !el.querySelectorAll( "[selected]" ).length ) { - rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); - } - - // Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+ - if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) { - rbuggyQSA.push( "~=" ); - } - - // Support: IE 11+, Edge 15 - 18+ - // IE 11/Edge don't find elements on a `[name='']` query in some cases. - // Adding a temporary attribute to the document before the selection works - // around the issue. - // Interestingly, IE 10 & older don't seem to have the issue. - input = document.createElement( "input" ); - input.setAttribute( "name", "" ); - el.appendChild( input ); - if ( !el.querySelectorAll( "[name='']" ).length ) { - rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" + - whitespace + "*(?:''|\"\")" ); - } - - // Webkit/Opera - :checked should return selected option elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - // IE8 throws error here and will not see later tests - if ( !el.querySelectorAll( ":checked" ).length ) { - rbuggyQSA.push( ":checked" ); - } - - // Support: Safari 8+, iOS 8+ - // https://bugs.webkit.org/show_bug.cgi?id=136851 - // In-page `selector#id sibling-combinator selector` fails - if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) { - rbuggyQSA.push( ".#.+[+~]" ); - } - - // Support: Firefox <=3.6 - 5 only - // Old Firefox doesn't throw on a badly-escaped identifier. - el.querySelectorAll( "\\\f" ); - rbuggyQSA.push( "[\\r\\n\\f]" ); - } ); - - assert( function( el ) { - el.innerHTML = "" + - ""; - - // Support: Windows 8 Native Apps - // The type and name attributes are restricted during .innerHTML assignment - var input = document.createElement( "input" ); - input.setAttribute( "type", "hidden" ); - el.appendChild( input ).setAttribute( "name", "D" ); - - // Support: IE8 - // Enforce case-sensitivity of name attribute - if ( el.querySelectorAll( "[name=d]" ).length ) { - rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); - } - - // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) - // IE8 throws error here and will not see later tests - if ( el.querySelectorAll( ":enabled" ).length !== 2 ) { - rbuggyQSA.push( ":enabled", ":disabled" ); - } - - // Support: IE9-11+ - // IE's :disabled selector does not pick up the children of disabled fieldsets - docElem.appendChild( el ).disabled = true; - if ( el.querySelectorAll( ":disabled" ).length !== 2 ) { - rbuggyQSA.push( ":enabled", ":disabled" ); - } - - // Support: Opera 10 - 11 only - // Opera 10-11 does not throw on post-comma invalid pseudos - el.querySelectorAll( "*,:x" ); - rbuggyQSA.push( ",.*:" ); - } ); - } - - if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches || - docElem.webkitMatchesSelector || - docElem.mozMatchesSelector || - docElem.oMatchesSelector || - docElem.msMatchesSelector ) ) ) ) { - - assert( function( el ) { - - // Check to see if it's possible to do matchesSelector - // on a disconnected node (IE 9) - support.disconnectedMatch = matches.call( el, "*" ); - - // This should fail with an exception - // Gecko does not error, returns false instead - matches.call( el, "[s!='']:x" ); - rbuggyMatches.push( "!=", pseudos ); - } ); - } - - rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) ); - rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) ); - - /* Contains - ---------------------------------------------------------------------- */ - hasCompare = rnative.test( docElem.compareDocumentPosition ); - - // Element contains another - // Purposefully self-exclusive - // As in, an element does not contain itself - contains = hasCompare || rnative.test( docElem.contains ) ? - function( a, b ) { - var adown = a.nodeType === 9 ? a.documentElement : a, - bup = b && b.parentNode; - return a === bup || !!( bup && bup.nodeType === 1 && ( - adown.contains ? - adown.contains( bup ) : - a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 - ) ); - } : - function( a, b ) { - if ( b ) { - while ( ( b = b.parentNode ) ) { - if ( b === a ) { - return true; - } - } - } - return false; - }; - - /* Sorting - ---------------------------------------------------------------------- */ - - // Document order sorting - sortOrder = hasCompare ? - function( a, b ) { - - // Flag for duplicate removal - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - // Sort on method existence if only one input has compareDocumentPosition - var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; - if ( compare ) { - return compare; - } - - // Calculate position if both inputs belong to the same document - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ? - a.compareDocumentPosition( b ) : - - // Otherwise we know they are disconnected - 1; - - // Disconnected nodes - if ( compare & 1 || - ( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) { - - // Choose the first element that is related to our preferred document - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - if ( a == document || a.ownerDocument == preferredDoc && - contains( preferredDoc, a ) ) { - return -1; - } - - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - if ( b == document || b.ownerDocument == preferredDoc && - contains( preferredDoc, b ) ) { - return 1; - } - - // Maintain original order - return sortInput ? - ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : - 0; - } - - return compare & 4 ? -1 : 1; - } : - function( a, b ) { - - // Exit early if the nodes are identical - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - var cur, - i = 0, - aup = a.parentNode, - bup = b.parentNode, - ap = [ a ], - bp = [ b ]; - - // Parentless nodes are either documents or disconnected - if ( !aup || !bup ) { - - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - /* eslint-disable eqeqeq */ - return a == document ? -1 : - b == document ? 1 : - /* eslint-enable eqeqeq */ - aup ? -1 : - bup ? 1 : - sortInput ? - ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : - 0; - - // If the nodes are siblings, we can do a quick check - } else if ( aup === bup ) { - return siblingCheck( a, b ); - } - - // Otherwise we need full lists of their ancestors for comparison - cur = a; - while ( ( cur = cur.parentNode ) ) { - ap.unshift( cur ); - } - cur = b; - while ( ( cur = cur.parentNode ) ) { - bp.unshift( cur ); - } - - // Walk down the tree looking for a discrepancy - while ( ap[ i ] === bp[ i ] ) { - i++; - } - - return i ? - - // Do a sibling check if the nodes have a common ancestor - siblingCheck( ap[ i ], bp[ i ] ) : - - // Otherwise nodes in our document sort first - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - /* eslint-disable eqeqeq */ - ap[ i ] == preferredDoc ? -1 : - bp[ i ] == preferredDoc ? 1 : - /* eslint-enable eqeqeq */ - 0; - }; - - return document; -}; - -Sizzle.matches = function( expr, elements ) { - return Sizzle( expr, null, null, elements ); -}; - -Sizzle.matchesSelector = function( elem, expr ) { - setDocument( elem ); - - if ( support.matchesSelector && documentIsHTML && - !nonnativeSelectorCache[ expr + " " ] && - ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && - ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { - - try { - var ret = matches.call( elem, expr ); - - // IE 9's matchesSelector returns false on disconnected nodes - if ( ret || support.disconnectedMatch || - - // As well, disconnected nodes are said to be in a document - // fragment in IE 9 - elem.document && elem.document.nodeType !== 11 ) { - return ret; - } - } catch ( e ) { - nonnativeSelectorCache( expr, true ); - } - } - - return Sizzle( expr, document, null, [ elem ] ).length > 0; -}; - -Sizzle.contains = function( context, elem ) { - - // Set document vars if needed - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - if ( ( context.ownerDocument || context ) != document ) { - setDocument( context ); - } - return contains( context, elem ); -}; - -Sizzle.attr = function( elem, name ) { - - // Set document vars if needed - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - if ( ( elem.ownerDocument || elem ) != document ) { - setDocument( elem ); - } - - var fn = Expr.attrHandle[ name.toLowerCase() ], - - // Don't get fooled by Object.prototype properties (jQuery #13807) - val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? - fn( elem, name, !documentIsHTML ) : - undefined; - - return val !== undefined ? - val : - support.attributes || !documentIsHTML ? - elem.getAttribute( name ) : - ( val = elem.getAttributeNode( name ) ) && val.specified ? - val.value : - null; -}; - -Sizzle.escape = function( sel ) { - return ( sel + "" ).replace( rcssescape, fcssescape ); -}; - -Sizzle.error = function( msg ) { - throw new Error( "Syntax error, unrecognized expression: " + msg ); -}; - -/** - * Document sorting and removing duplicates - * @param {ArrayLike} results - */ -Sizzle.uniqueSort = function( results ) { - var elem, - duplicates = [], - j = 0, - i = 0; - - // Unless we *know* we can detect duplicates, assume their presence - hasDuplicate = !support.detectDuplicates; - sortInput = !support.sortStable && results.slice( 0 ); - results.sort( sortOrder ); - - if ( hasDuplicate ) { - while ( ( elem = results[ i++ ] ) ) { - if ( elem === results[ i ] ) { - j = duplicates.push( i ); - } - } - while ( j-- ) { - results.splice( duplicates[ j ], 1 ); - } - } - - // Clear input after sorting to release objects - // See https://github.com/jquery/sizzle/pull/225 - sortInput = null; - - return results; -}; - -/** - * Utility function for retrieving the text value of an array of DOM nodes - * @param {Array|Element} elem - */ -getText = Sizzle.getText = function( elem ) { - var node, - ret = "", - i = 0, - nodeType = elem.nodeType; - - if ( !nodeType ) { - - // If no nodeType, this is expected to be an array - while ( ( node = elem[ i++ ] ) ) { - - // Do not traverse comment nodes - ret += getText( node ); - } - } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { - - // Use textContent for elements - // innerText usage removed for consistency of new lines (jQuery #11153) - if ( typeof elem.textContent === "string" ) { - return elem.textContent; - } else { - - // Traverse its children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - ret += getText( elem ); - } - } - } else if ( nodeType === 3 || nodeType === 4 ) { - return elem.nodeValue; - } - - // Do not include comment or processing instruction nodes - - return ret; -}; - -Expr = Sizzle.selectors = { - - // Can be adjusted by the user - cacheLength: 50, - - createPseudo: markFunction, - - match: matchExpr, - - attrHandle: {}, - - find: {}, - - relative: { - ">": { dir: "parentNode", first: true }, - " ": { dir: "parentNode" }, - "+": { dir: "previousSibling", first: true }, - "~": { dir: "previousSibling" } - }, - - preFilter: { - "ATTR": function( match ) { - match[ 1 ] = match[ 1 ].replace( runescape, funescape ); - - // Move the given value to match[3] whether quoted or unquoted - match[ 3 ] = ( match[ 3 ] || match[ 4 ] || - match[ 5 ] || "" ).replace( runescape, funescape ); - - if ( match[ 2 ] === "~=" ) { - match[ 3 ] = " " + match[ 3 ] + " "; - } - - return match.slice( 0, 4 ); - }, - - "CHILD": function( match ) { - - /* matches from matchExpr["CHILD"] - 1 type (only|nth|...) - 2 what (child|of-type) - 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) - 4 xn-component of xn+y argument ([+-]?\d*n|) - 5 sign of xn-component - 6 x of xn-component - 7 sign of y-component - 8 y of y-component - */ - match[ 1 ] = match[ 1 ].toLowerCase(); - - if ( match[ 1 ].slice( 0, 3 ) === "nth" ) { - - // nth-* requires argument - if ( !match[ 3 ] ) { - Sizzle.error( match[ 0 ] ); - } - - // numeric x and y parameters for Expr.filter.CHILD - // remember that false/true cast respectively to 0/1 - match[ 4 ] = +( match[ 4 ] ? - match[ 5 ] + ( match[ 6 ] || 1 ) : - 2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) ); - match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" ); - - // other types prohibit arguments - } else if ( match[ 3 ] ) { - Sizzle.error( match[ 0 ] ); - } - - return match; - }, - - "PSEUDO": function( match ) { - var excess, - unquoted = !match[ 6 ] && match[ 2 ]; - - if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) { - return null; - } - - // Accept quoted arguments as-is - if ( match[ 3 ] ) { - match[ 2 ] = match[ 4 ] || match[ 5 ] || ""; - - // Strip excess characters from unquoted arguments - } else if ( unquoted && rpseudo.test( unquoted ) && - - // Get excess from tokenize (recursively) - ( excess = tokenize( unquoted, true ) ) && - - // advance to the next closing parenthesis - ( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) { - - // excess is a negative index - match[ 0 ] = match[ 0 ].slice( 0, excess ); - match[ 2 ] = unquoted.slice( 0, excess ); - } - - // Return only captures needed by the pseudo filter method (type and argument) - return match.slice( 0, 3 ); - } - }, - - filter: { - - "TAG": function( nodeNameSelector ) { - var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); - return nodeNameSelector === "*" ? - function() { - return true; - } : - function( elem ) { - return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; - }; - }, - - "CLASS": function( className ) { - var pattern = classCache[ className + " " ]; - - return pattern || - ( pattern = new RegExp( "(^|" + whitespace + - ")" + className + "(" + whitespace + "|$)" ) ) && classCache( - className, function( elem ) { - return pattern.test( - typeof elem.className === "string" && elem.className || - typeof elem.getAttribute !== "undefined" && - elem.getAttribute( "class" ) || - "" - ); - } ); - }, - - "ATTR": function( name, operator, check ) { - return function( elem ) { - var result = Sizzle.attr( elem, name ); - - if ( result == null ) { - return operator === "!="; - } - if ( !operator ) { - return true; - } - - result += ""; - - /* eslint-disable max-len */ - - return operator === "=" ? result === check : - operator === "!=" ? result !== check : - operator === "^=" ? check && result.indexOf( check ) === 0 : - operator === "*=" ? check && result.indexOf( check ) > -1 : - operator === "$=" ? check && result.slice( -check.length ) === check : - operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 : - operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : - false; - /* eslint-enable max-len */ - - }; - }, - - "CHILD": function( type, what, _argument, first, last ) { - var simple = type.slice( 0, 3 ) !== "nth", - forward = type.slice( -4 ) !== "last", - ofType = what === "of-type"; - - return first === 1 && last === 0 ? - - // Shortcut for :nth-*(n) - function( elem ) { - return !!elem.parentNode; - } : - - function( elem, _context, xml ) { - var cache, uniqueCache, outerCache, node, nodeIndex, start, - dir = simple !== forward ? "nextSibling" : "previousSibling", - parent = elem.parentNode, - name = ofType && elem.nodeName.toLowerCase(), - useCache = !xml && !ofType, - diff = false; - - if ( parent ) { - - // :(first|last|only)-(child|of-type) - if ( simple ) { - while ( dir ) { - node = elem; - while ( ( node = node[ dir ] ) ) { - if ( ofType ? - node.nodeName.toLowerCase() === name : - node.nodeType === 1 ) { - - return false; - } - } - - // Reverse direction for :only-* (if we haven't yet done so) - start = dir = type === "only" && !start && "nextSibling"; - } - return true; - } - - start = [ forward ? parent.firstChild : parent.lastChild ]; - - // non-xml :nth-child(...) stores cache data on `parent` - if ( forward && useCache ) { - - // Seek `elem` from a previously-cached index - - // ...in a gzip-friendly way - node = parent; - outerCache = node[ expando ] || ( node[ expando ] = {} ); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - ( outerCache[ node.uniqueID ] = {} ); - - cache = uniqueCache[ type ] || []; - nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; - diff = nodeIndex && cache[ 2 ]; - node = nodeIndex && parent.childNodes[ nodeIndex ]; - - while ( ( node = ++nodeIndex && node && node[ dir ] || - - // Fallback to seeking `elem` from the start - ( diff = nodeIndex = 0 ) || start.pop() ) ) { - - // When found, cache indexes on `parent` and break - if ( node.nodeType === 1 && ++diff && node === elem ) { - uniqueCache[ type ] = [ dirruns, nodeIndex, diff ]; - break; - } - } - - } else { - - // Use previously-cached element index if available - if ( useCache ) { - - // ...in a gzip-friendly way - node = elem; - outerCache = node[ expando ] || ( node[ expando ] = {} ); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - ( outerCache[ node.uniqueID ] = {} ); - - cache = uniqueCache[ type ] || []; - nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; - diff = nodeIndex; - } - - // xml :nth-child(...) - // or :nth-last-child(...) or :nth(-last)?-of-type(...) - if ( diff === false ) { - - // Use the same loop as above to seek `elem` from the start - while ( ( node = ++nodeIndex && node && node[ dir ] || - ( diff = nodeIndex = 0 ) || start.pop() ) ) { - - if ( ( ofType ? - node.nodeName.toLowerCase() === name : - node.nodeType === 1 ) && - ++diff ) { - - // Cache the index of each encountered element - if ( useCache ) { - outerCache = node[ expando ] || - ( node[ expando ] = {} ); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - ( outerCache[ node.uniqueID ] = {} ); - - uniqueCache[ type ] = [ dirruns, diff ]; - } - - if ( node === elem ) { - break; - } - } - } - } - } - - // Incorporate the offset, then check against cycle size - diff -= last; - return diff === first || ( diff % first === 0 && diff / first >= 0 ); - } - }; - }, - - "PSEUDO": function( pseudo, argument ) { - - // pseudo-class names are case-insensitive - // http://www.w3.org/TR/selectors/#pseudo-classes - // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters - // Remember that setFilters inherits from pseudos - var args, - fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || - Sizzle.error( "unsupported pseudo: " + pseudo ); - - // The user may use createPseudo to indicate that - // arguments are needed to create the filter function - // just as Sizzle does - if ( fn[ expando ] ) { - return fn( argument ); - } - - // But maintain support for old signatures - if ( fn.length > 1 ) { - args = [ pseudo, pseudo, "", argument ]; - return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? - markFunction( function( seed, matches ) { - var idx, - matched = fn( seed, argument ), - i = matched.length; - while ( i-- ) { - idx = indexOf( seed, matched[ i ] ); - seed[ idx ] = !( matches[ idx ] = matched[ i ] ); - } - } ) : - function( elem ) { - return fn( elem, 0, args ); - }; - } - - return fn; - } - }, - - pseudos: { - - // Potentially complex pseudos - "not": markFunction( function( selector ) { - - // Trim the selector passed to compile - // to avoid treating leading and trailing - // spaces as combinators - var input = [], - results = [], - matcher = compile( selector.replace( rtrim, "$1" ) ); - - return matcher[ expando ] ? - markFunction( function( seed, matches, _context, xml ) { - var elem, - unmatched = matcher( seed, null, xml, [] ), - i = seed.length; - - // Match elements unmatched by `matcher` - while ( i-- ) { - if ( ( elem = unmatched[ i ] ) ) { - seed[ i ] = !( matches[ i ] = elem ); - } - } - } ) : - function( elem, _context, xml ) { - input[ 0 ] = elem; - matcher( input, null, xml, results ); - - // Don't keep the element (issue #299) - input[ 0 ] = null; - return !results.pop(); - }; - } ), - - "has": markFunction( function( selector ) { - return function( elem ) { - return Sizzle( selector, elem ).length > 0; - }; - } ), - - "contains": markFunction( function( text ) { - text = text.replace( runescape, funescape ); - return function( elem ) { - return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1; - }; - } ), - - // "Whether an element is represented by a :lang() selector - // is based solely on the element's language value - // being equal to the identifier C, - // or beginning with the identifier C immediately followed by "-". - // The matching of C against the element's language value is performed case-insensitively. - // The identifier C does not have to be a valid language name." - // http://www.w3.org/TR/selectors/#lang-pseudo - "lang": markFunction( function( lang ) { - - // lang value must be a valid identifier - if ( !ridentifier.test( lang || "" ) ) { - Sizzle.error( "unsupported lang: " + lang ); - } - lang = lang.replace( runescape, funescape ).toLowerCase(); - return function( elem ) { - var elemLang; - do { - if ( ( elemLang = documentIsHTML ? - elem.lang : - elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) { - - elemLang = elemLang.toLowerCase(); - return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; - } - } while ( ( elem = elem.parentNode ) && elem.nodeType === 1 ); - return false; - }; - } ), - - // Miscellaneous - "target": function( elem ) { - var hash = window.location && window.location.hash; - return hash && hash.slice( 1 ) === elem.id; - }, - - "root": function( elem ) { - return elem === docElem; - }, - - "focus": function( elem ) { - return elem === document.activeElement && - ( !document.hasFocus || document.hasFocus() ) && - !!( elem.type || elem.href || ~elem.tabIndex ); - }, - - // Boolean properties - "enabled": createDisabledPseudo( false ), - "disabled": createDisabledPseudo( true ), - - "checked": function( elem ) { - - // In CSS3, :checked should return both checked and selected elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - var nodeName = elem.nodeName.toLowerCase(); - return ( nodeName === "input" && !!elem.checked ) || - ( nodeName === "option" && !!elem.selected ); - }, - - "selected": function( elem ) { - - // Accessing this property makes selected-by-default - // options in Safari work properly - if ( elem.parentNode ) { - // eslint-disable-next-line no-unused-expressions - elem.parentNode.selectedIndex; - } - - return elem.selected === true; - }, - - // Contents - "empty": function( elem ) { - - // http://www.w3.org/TR/selectors/#empty-pseudo - // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), - // but not by others (comment: 8; processing instruction: 7; etc.) - // nodeType < 6 works because attributes (2) do not appear as children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - if ( elem.nodeType < 6 ) { - return false; - } - } - return true; - }, - - "parent": function( elem ) { - return !Expr.pseudos[ "empty" ]( elem ); - }, - - // Element/input types - "header": function( elem ) { - return rheader.test( elem.nodeName ); - }, - - "input": function( elem ) { - return rinputs.test( elem.nodeName ); - }, - - "button": function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === "button" || name === "button"; - }, - - "text": function( elem ) { - var attr; - return elem.nodeName.toLowerCase() === "input" && - elem.type === "text" && - - // Support: IE<8 - // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" - ( ( attr = elem.getAttribute( "type" ) ) == null || - attr.toLowerCase() === "text" ); - }, - - // Position-in-collection - "first": createPositionalPseudo( function() { - return [ 0 ]; - } ), - - "last": createPositionalPseudo( function( _matchIndexes, length ) { - return [ length - 1 ]; - } ), - - "eq": createPositionalPseudo( function( _matchIndexes, length, argument ) { - return [ argument < 0 ? argument + length : argument ]; - } ), - - "even": createPositionalPseudo( function( matchIndexes, length ) { - var i = 0; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - } ), - - "odd": createPositionalPseudo( function( matchIndexes, length ) { - var i = 1; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - } ), - - "lt": createPositionalPseudo( function( matchIndexes, length, argument ) { - var i = argument < 0 ? - argument + length : - argument > length ? - length : - argument; - for ( ; --i >= 0; ) { - matchIndexes.push( i ); - } - return matchIndexes; - } ), - - "gt": createPositionalPseudo( function( matchIndexes, length, argument ) { - var i = argument < 0 ? argument + length : argument; - for ( ; ++i < length; ) { - matchIndexes.push( i ); - } - return matchIndexes; - } ) - } -}; - -Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ]; - -// Add button/input type pseudos -for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { - Expr.pseudos[ i ] = createInputPseudo( i ); -} -for ( i in { submit: true, reset: true } ) { - Expr.pseudos[ i ] = createButtonPseudo( i ); -} - -// Easy API for creating new setFilters -function setFilters() {} -setFilters.prototype = Expr.filters = Expr.pseudos; -Expr.setFilters = new setFilters(); - -tokenize = Sizzle.tokenize = function( selector, parseOnly ) { - var matched, match, tokens, type, - soFar, groups, preFilters, - cached = tokenCache[ selector + " " ]; - - if ( cached ) { - return parseOnly ? 0 : cached.slice( 0 ); - } - - soFar = selector; - groups = []; - preFilters = Expr.preFilter; - - while ( soFar ) { - - // Comma and first run - if ( !matched || ( match = rcomma.exec( soFar ) ) ) { - if ( match ) { - - // Don't consume trailing commas as valid - soFar = soFar.slice( match[ 0 ].length ) || soFar; - } - groups.push( ( tokens = [] ) ); - } - - matched = false; - - // Combinators - if ( ( match = rcombinators.exec( soFar ) ) ) { - matched = match.shift(); - tokens.push( { - value: matched, - - // Cast descendant combinators to space - type: match[ 0 ].replace( rtrim, " " ) - } ); - soFar = soFar.slice( matched.length ); - } - - // Filters - for ( type in Expr.filter ) { - if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] || - ( match = preFilters[ type ]( match ) ) ) ) { - matched = match.shift(); - tokens.push( { - value: matched, - type: type, - matches: match - } ); - soFar = soFar.slice( matched.length ); - } - } - - if ( !matched ) { - break; - } - } - - // Return the length of the invalid excess - // if we're just parsing - // Otherwise, throw an error or return tokens - return parseOnly ? - soFar.length : - soFar ? - Sizzle.error( selector ) : - - // Cache the tokens - tokenCache( selector, groups ).slice( 0 ); -}; - -function toSelector( tokens ) { - var i = 0, - len = tokens.length, - selector = ""; - for ( ; i < len; i++ ) { - selector += tokens[ i ].value; - } - return selector; -} - -function addCombinator( matcher, combinator, base ) { - var dir = combinator.dir, - skip = combinator.next, - key = skip || dir, - checkNonElements = base && key === "parentNode", - doneName = done++; - - return combinator.first ? - - // Check against closest ancestor/preceding element - function( elem, context, xml ) { - while ( ( elem = elem[ dir ] ) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - return matcher( elem, context, xml ); - } - } - return false; - } : - - // Check against all ancestor/preceding elements - function( elem, context, xml ) { - var oldCache, uniqueCache, outerCache, - newCache = [ dirruns, doneName ]; - - // We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching - if ( xml ) { - while ( ( elem = elem[ dir ] ) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - if ( matcher( elem, context, xml ) ) { - return true; - } - } - } - } else { - while ( ( elem = elem[ dir ] ) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - outerCache = elem[ expando ] || ( elem[ expando ] = {} ); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ elem.uniqueID ] || - ( outerCache[ elem.uniqueID ] = {} ); - - if ( skip && skip === elem.nodeName.toLowerCase() ) { - elem = elem[ dir ] || elem; - } else if ( ( oldCache = uniqueCache[ key ] ) && - oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { - - // Assign to newCache so results back-propagate to previous elements - return ( newCache[ 2 ] = oldCache[ 2 ] ); - } else { - - // Reuse newcache so results back-propagate to previous elements - uniqueCache[ key ] = newCache; - - // A match means we're done; a fail means we have to keep checking - if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) { - return true; - } - } - } - } - } - return false; - }; -} - -function elementMatcher( matchers ) { - return matchers.length > 1 ? - function( elem, context, xml ) { - var i = matchers.length; - while ( i-- ) { - if ( !matchers[ i ]( elem, context, xml ) ) { - return false; - } - } - return true; - } : - matchers[ 0 ]; -} - -function multipleContexts( selector, contexts, results ) { - var i = 0, - len = contexts.length; - for ( ; i < len; i++ ) { - Sizzle( selector, contexts[ i ], results ); - } - return results; -} - -function condense( unmatched, map, filter, context, xml ) { - var elem, - newUnmatched = [], - i = 0, - len = unmatched.length, - mapped = map != null; - - for ( ; i < len; i++ ) { - if ( ( elem = unmatched[ i ] ) ) { - if ( !filter || filter( elem, context, xml ) ) { - newUnmatched.push( elem ); - if ( mapped ) { - map.push( i ); - } - } - } - } - - return newUnmatched; -} - -function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { - if ( postFilter && !postFilter[ expando ] ) { - postFilter = setMatcher( postFilter ); - } - if ( postFinder && !postFinder[ expando ] ) { - postFinder = setMatcher( postFinder, postSelector ); - } - return markFunction( function( seed, results, context, xml ) { - var temp, i, elem, - preMap = [], - postMap = [], - preexisting = results.length, - - // Get initial elements from seed or context - elems = seed || multipleContexts( - selector || "*", - context.nodeType ? [ context ] : context, - [] - ), - - // Prefilter to get matcher input, preserving a map for seed-results synchronization - matcherIn = preFilter && ( seed || !selector ) ? - condense( elems, preMap, preFilter, context, xml ) : - elems, - - matcherOut = matcher ? - - // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, - postFinder || ( seed ? preFilter : preexisting || postFilter ) ? - - // ...intermediate processing is necessary - [] : - - // ...otherwise use results directly - results : - matcherIn; - - // Find primary matches - if ( matcher ) { - matcher( matcherIn, matcherOut, context, xml ); - } - - // Apply postFilter - if ( postFilter ) { - temp = condense( matcherOut, postMap ); - postFilter( temp, [], context, xml ); - - // Un-match failing elements by moving them back to matcherIn - i = temp.length; - while ( i-- ) { - if ( ( elem = temp[ i ] ) ) { - matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem ); - } - } - } - - if ( seed ) { - if ( postFinder || preFilter ) { - if ( postFinder ) { - - // Get the final matcherOut by condensing this intermediate into postFinder contexts - temp = []; - i = matcherOut.length; - while ( i-- ) { - if ( ( elem = matcherOut[ i ] ) ) { - - // Restore matcherIn since elem is not yet a final match - temp.push( ( matcherIn[ i ] = elem ) ); - } - } - postFinder( null, ( matcherOut = [] ), temp, xml ); - } - - // Move matched elements from seed to results to keep them synchronized - i = matcherOut.length; - while ( i-- ) { - if ( ( elem = matcherOut[ i ] ) && - ( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) { - - seed[ temp ] = !( results[ temp ] = elem ); - } - } - } - - // Add elements to results, through postFinder if defined - } else { - matcherOut = condense( - matcherOut === results ? - matcherOut.splice( preexisting, matcherOut.length ) : - matcherOut - ); - if ( postFinder ) { - postFinder( null, results, matcherOut, xml ); - } else { - push.apply( results, matcherOut ); - } - } - } ); -} - -function matcherFromTokens( tokens ) { - var checkContext, matcher, j, - len = tokens.length, - leadingRelative = Expr.relative[ tokens[ 0 ].type ], - implicitRelative = leadingRelative || Expr.relative[ " " ], - i = leadingRelative ? 1 : 0, - - // The foundational matcher ensures that elements are reachable from top-level context(s) - matchContext = addCombinator( function( elem ) { - return elem === checkContext; - }, implicitRelative, true ), - matchAnyContext = addCombinator( function( elem ) { - return indexOf( checkContext, elem ) > -1; - }, implicitRelative, true ), - matchers = [ function( elem, context, xml ) { - var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( - ( checkContext = context ).nodeType ? - matchContext( elem, context, xml ) : - matchAnyContext( elem, context, xml ) ); - - // Avoid hanging onto element (issue #299) - checkContext = null; - return ret; - } ]; - - for ( ; i < len; i++ ) { - if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) { - matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ]; - } else { - matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches ); - - // Return special upon seeing a positional matcher - if ( matcher[ expando ] ) { - - // Find the next relative operator (if any) for proper handling - j = ++i; - for ( ; j < len; j++ ) { - if ( Expr.relative[ tokens[ j ].type ] ) { - break; - } - } - return setMatcher( - i > 1 && elementMatcher( matchers ), - i > 1 && toSelector( - - // If the preceding token was a descendant combinator, insert an implicit any-element `*` - tokens - .slice( 0, i - 1 ) - .concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } ) - ).replace( rtrim, "$1" ), - matcher, - i < j && matcherFromTokens( tokens.slice( i, j ) ), - j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ), - j < len && toSelector( tokens ) - ); - } - matchers.push( matcher ); - } - } - - return elementMatcher( matchers ); -} - -function matcherFromGroupMatchers( elementMatchers, setMatchers ) { - var bySet = setMatchers.length > 0, - byElement = elementMatchers.length > 0, - superMatcher = function( seed, context, xml, results, outermost ) { - var elem, j, matcher, - matchedCount = 0, - i = "0", - unmatched = seed && [], - setMatched = [], - contextBackup = outermostContext, - - // We must always have either seed elements or outermost context - elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ), - - // Use integer dirruns iff this is the outermost matcher - dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ), - len = elems.length; - - if ( outermost ) { - - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - outermostContext = context == document || context || outermost; - } - - // Add elements passing elementMatchers directly to results - // Support: IE<9, Safari - // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id - for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) { - if ( byElement && elem ) { - j = 0; - - // Support: IE 11+, Edge 17 - 18+ - // IE/Edge sometimes throw a "Permission denied" error when strict-comparing - // two documents; shallow comparisons work. - // eslint-disable-next-line eqeqeq - if ( !context && elem.ownerDocument != document ) { - setDocument( elem ); - xml = !documentIsHTML; - } - while ( ( matcher = elementMatchers[ j++ ] ) ) { - if ( matcher( elem, context || document, xml ) ) { - results.push( elem ); - break; - } - } - if ( outermost ) { - dirruns = dirrunsUnique; - } - } - - // Track unmatched elements for set filters - if ( bySet ) { - - // They will have gone through all possible matchers - if ( ( elem = !matcher && elem ) ) { - matchedCount--; - } - - // Lengthen the array for every element, matched or not - if ( seed ) { - unmatched.push( elem ); - } - } - } - - // `i` is now the count of elements visited above, and adding it to `matchedCount` - // makes the latter nonnegative. - matchedCount += i; - - // Apply set filters to unmatched elements - // NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount` - // equals `i`), unless we didn't visit _any_ elements in the above loop because we have - // no element matchers and no seed. - // Incrementing an initially-string "0" `i` allows `i` to remain a string only in that - // case, which will result in a "00" `matchedCount` that differs from `i` but is also - // numerically zero. - if ( bySet && i !== matchedCount ) { - j = 0; - while ( ( matcher = setMatchers[ j++ ] ) ) { - matcher( unmatched, setMatched, context, xml ); - } - - if ( seed ) { - - // Reintegrate element matches to eliminate the need for sorting - if ( matchedCount > 0 ) { - while ( i-- ) { - if ( !( unmatched[ i ] || setMatched[ i ] ) ) { - setMatched[ i ] = pop.call( results ); - } - } - } - - // Discard index placeholder values to get only actual matches - setMatched = condense( setMatched ); - } - - // Add matches to results - push.apply( results, setMatched ); - - // Seedless set matches succeeding multiple successful matchers stipulate sorting - if ( outermost && !seed && setMatched.length > 0 && - ( matchedCount + setMatchers.length ) > 1 ) { - - Sizzle.uniqueSort( results ); - } - } - - // Override manipulation of globals by nested matchers - if ( outermost ) { - dirruns = dirrunsUnique; - outermostContext = contextBackup; - } - - return unmatched; - }; - - return bySet ? - markFunction( superMatcher ) : - superMatcher; -} - -compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { - var i, - setMatchers = [], - elementMatchers = [], - cached = compilerCache[ selector + " " ]; - - if ( !cached ) { - - // Generate a function of recursive functions that can be used to check each element - if ( !match ) { - match = tokenize( selector ); - } - i = match.length; - while ( i-- ) { - cached = matcherFromTokens( match[ i ] ); - if ( cached[ expando ] ) { - setMatchers.push( cached ); - } else { - elementMatchers.push( cached ); - } - } - - // Cache the compiled function - cached = compilerCache( - selector, - matcherFromGroupMatchers( elementMatchers, setMatchers ) - ); - - // Save selector and tokenization - cached.selector = selector; - } - return cached; -}; - -/** - * A low-level selection function that works with Sizzle's compiled - * selector functions - * @param {String|Function} selector A selector or a pre-compiled - * selector function built with Sizzle.compile - * @param {Element} context - * @param {Array} [results] - * @param {Array} [seed] A set of elements to match against - */ -select = Sizzle.select = function( selector, context, results, seed ) { - var i, tokens, token, type, find, - compiled = typeof selector === "function" && selector, - match = !seed && tokenize( ( selector = compiled.selector || selector ) ); - - results = results || []; - - // Try to minimize operations if there is only one selector in the list and no seed - // (the latter of which guarantees us context) - if ( match.length === 1 ) { - - // Reduce context if the leading compound selector is an ID - tokens = match[ 0 ] = match[ 0 ].slice( 0 ); - if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" && - context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) { - - context = ( Expr.find[ "ID" ]( token.matches[ 0 ] - .replace( runescape, funescape ), context ) || [] )[ 0 ]; - if ( !context ) { - return results; - - // Precompiled matchers will still verify ancestry, so step up a level - } else if ( compiled ) { - context = context.parentNode; - } - - selector = selector.slice( tokens.shift().value.length ); - } - - // Fetch a seed set for right-to-left matching - i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length; - while ( i-- ) { - token = tokens[ i ]; - - // Abort if we hit a combinator - if ( Expr.relative[ ( type = token.type ) ] ) { - break; - } - if ( ( find = Expr.find[ type ] ) ) { - - // Search, expanding context for leading sibling combinators - if ( ( seed = find( - token.matches[ 0 ].replace( runescape, funescape ), - rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) || - context - ) ) ) { - - // If seed is empty or no tokens remain, we can return early - tokens.splice( i, 1 ); - selector = seed.length && toSelector( tokens ); - if ( !selector ) { - push.apply( results, seed ); - return results; - } - - break; - } - } - } - } - - // Compile and execute a filtering function if one is not provided - // Provide `match` to avoid retokenization if we modified the selector above - ( compiled || compile( selector, match ) )( - seed, - context, - !documentIsHTML, - results, - !context || rsibling.test( selector ) && testContext( context.parentNode ) || context - ); - return results; -}; - -// One-time assignments - -// Sort stability -support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando; - -// Support: Chrome 14-35+ -// Always assume duplicates if they aren't passed to the comparison function -support.detectDuplicates = !!hasDuplicate; - -// Initialize against the default document -setDocument(); - -// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) -// Detached nodes confoundingly follow *each other* -support.sortDetached = assert( function( el ) { - - // Should return 1, but returns 4 (following) - return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1; -} ); - -// Support: IE<8 -// Prevent attribute/property "interpolation" -// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx -if ( !assert( function( el ) { - el.innerHTML = ""; - return el.firstChild.getAttribute( "href" ) === "#"; -} ) ) { - addHandle( "type|href|height|width", function( elem, name, isXML ) { - if ( !isXML ) { - return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); - } - } ); -} - -// Support: IE<9 -// Use defaultValue in place of getAttribute("value") -if ( !support.attributes || !assert( function( el ) { - el.innerHTML = ""; - el.firstChild.setAttribute( "value", "" ); - return el.firstChild.getAttribute( "value" ) === ""; -} ) ) { - addHandle( "value", function( elem, _name, isXML ) { - if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { - return elem.defaultValue; - } - } ); -} - -// Support: IE<9 -// Use getAttributeNode to fetch booleans when getAttribute lies -if ( !assert( function( el ) { - return el.getAttribute( "disabled" ) == null; -} ) ) { - addHandle( booleans, function( elem, name, isXML ) { - var val; - if ( !isXML ) { - return elem[ name ] === true ? name.toLowerCase() : - ( val = elem.getAttributeNode( name ) ) && val.specified ? - val.value : - null; - } - } ); -} - -return Sizzle; - -} )( window ); - - - -jQuery.find = Sizzle; -jQuery.expr = Sizzle.selectors; - -// Deprecated -jQuery.expr[ ":" ] = jQuery.expr.pseudos; -jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort; -jQuery.text = Sizzle.getText; -jQuery.isXMLDoc = Sizzle.isXML; -jQuery.contains = Sizzle.contains; -jQuery.escapeSelector = Sizzle.escape; - - - - -var dir = function( elem, dir, until ) { - var matched = [], - truncate = until !== undefined; - - while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) { - if ( elem.nodeType === 1 ) { - if ( truncate && jQuery( elem ).is( until ) ) { - break; - } - matched.push( elem ); - } - } - return matched; -}; - - -var siblings = function( n, elem ) { - var matched = []; - - for ( ; n; n = n.nextSibling ) { - if ( n.nodeType === 1 && n !== elem ) { - matched.push( n ); - } - } - - return matched; -}; - - -var rneedsContext = jQuery.expr.match.needsContext; - - - -function nodeName( elem, name ) { - - return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); - -} -var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i ); - - - -// Implement the identical functionality for filter and not -function winnow( elements, qualifier, not ) { - if ( isFunction( qualifier ) ) { - return jQuery.grep( elements, function( elem, i ) { - return !!qualifier.call( elem, i, elem ) !== not; - } ); - } - - // Single element - if ( qualifier.nodeType ) { - return jQuery.grep( elements, function( elem ) { - return ( elem === qualifier ) !== not; - } ); - } - - // Arraylike of elements (jQuery, arguments, Array) - if ( typeof qualifier !== "string" ) { - return jQuery.grep( elements, function( elem ) { - return ( indexOf.call( qualifier, elem ) > -1 ) !== not; - } ); - } - - // Filtered directly for both simple and complex selectors - return jQuery.filter( qualifier, elements, not ); -} - -jQuery.filter = function( expr, elems, not ) { - var elem = elems[ 0 ]; - - if ( not ) { - expr = ":not(" + expr + ")"; - } - - if ( elems.length === 1 && elem.nodeType === 1 ) { - return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : []; - } - - return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { - return elem.nodeType === 1; - } ) ); -}; - -jQuery.fn.extend( { - find: function( selector ) { - var i, ret, - len = this.length, - self = this; - - if ( typeof selector !== "string" ) { - return this.pushStack( jQuery( selector ).filter( function() { - for ( i = 0; i < len; i++ ) { - if ( jQuery.contains( self[ i ], this ) ) { - return true; - } - } - } ) ); - } - - ret = this.pushStack( [] ); - - for ( i = 0; i < len; i++ ) { - jQuery.find( selector, self[ i ], ret ); - } - - return len > 1 ? jQuery.uniqueSort( ret ) : ret; - }, - filter: function( selector ) { - return this.pushStack( winnow( this, selector || [], false ) ); - }, - not: function( selector ) { - return this.pushStack( winnow( this, selector || [], true ) ); - }, - is: function( selector ) { - return !!winnow( - this, - - // If this is a positional/relative selector, check membership in the returned set - // so $("p:first").is("p:last") won't return true for a doc with two "p". - typeof selector === "string" && rneedsContext.test( selector ) ? - jQuery( selector ) : - selector || [], - false - ).length; - } -} ); - - -// Initialize a jQuery object - - -// A central reference to the root jQuery(document) -var rootjQuery, - - // A simple way to check for HTML strings - // Prioritize #id over to avoid XSS via location.hash (#9521) - // Strict HTML recognition (#11290: must start with <) - // Shortcut simple #id case for speed - rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/, - - init = jQuery.fn.init = function( selector, context, root ) { - var match, elem; - - // HANDLE: $(""), $(null), $(undefined), $(false) - if ( !selector ) { - return this; - } - - // Method init() accepts an alternate rootjQuery - // so migrate can support jQuery.sub (gh-2101) - root = root || rootjQuery; - - // Handle HTML strings - if ( typeof selector === "string" ) { - if ( selector[ 0 ] === "<" && - selector[ selector.length - 1 ] === ">" && - selector.length >= 3 ) { - - // Assume that strings that start and end with <> are HTML and skip the regex check - match = [ null, selector, null ]; - - } else { - match = rquickExpr.exec( selector ); - } - - // Match html or make sure no context is specified for #id - if ( match && ( match[ 1 ] || !context ) ) { - - // HANDLE: $(html) -> $(array) - if ( match[ 1 ] ) { - context = context instanceof jQuery ? context[ 0 ] : context; - - // Option to run scripts is true for back-compat - // Intentionally let the error be thrown if parseHTML is not present - jQuery.merge( this, jQuery.parseHTML( - match[ 1 ], - context && context.nodeType ? context.ownerDocument || context : document, - true - ) ); - - // HANDLE: $(html, props) - if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) { - for ( match in context ) { - - // Properties of context are called as methods if possible - if ( isFunction( this[ match ] ) ) { - this[ match ]( context[ match ] ); - - // ...and otherwise set as attributes - } else { - this.attr( match, context[ match ] ); - } - } - } - - return this; - - // HANDLE: $(#id) - } else { - elem = document.getElementById( match[ 2 ] ); - - if ( elem ) { - - // Inject the element directly into the jQuery object - this[ 0 ] = elem; - this.length = 1; - } - return this; - } - - // HANDLE: $(expr, $(...)) - } else if ( !context || context.jquery ) { - return ( context || root ).find( selector ); - - // HANDLE: $(expr, context) - // (which is just equivalent to: $(context).find(expr) - } else { - return this.constructor( context ).find( selector ); - } - - // HANDLE: $(DOMElement) - } else if ( selector.nodeType ) { - this[ 0 ] = selector; - this.length = 1; - return this; - - // HANDLE: $(function) - // Shortcut for document ready - } else if ( isFunction( selector ) ) { - return root.ready !== undefined ? - root.ready( selector ) : - - // Execute immediately if ready is not present - selector( jQuery ); - } - - return jQuery.makeArray( selector, this ); - }; - -// Give the init function the jQuery prototype for later instantiation -init.prototype = jQuery.fn; - -// Initialize central reference -rootjQuery = jQuery( document ); - - -var rparentsprev = /^(?:parents|prev(?:Until|All))/, - - // Methods guaranteed to produce a unique set when starting from a unique set - guaranteedUnique = { - children: true, - contents: true, - next: true, - prev: true - }; - -jQuery.fn.extend( { - has: function( target ) { - var targets = jQuery( target, this ), - l = targets.length; - - return this.filter( function() { - var i = 0; - for ( ; i < l; i++ ) { - if ( jQuery.contains( this, targets[ i ] ) ) { - return true; - } - } - } ); - }, - - closest: function( selectors, context ) { - var cur, - i = 0, - l = this.length, - matched = [], - targets = typeof selectors !== "string" && jQuery( selectors ); - - // Positional selectors never match, since there's no _selection_ context - if ( !rneedsContext.test( selectors ) ) { - for ( ; i < l; i++ ) { - for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) { - - // Always skip document fragments - if ( cur.nodeType < 11 && ( targets ? - targets.index( cur ) > -1 : - - // Don't pass non-elements to Sizzle - cur.nodeType === 1 && - jQuery.find.matchesSelector( cur, selectors ) ) ) { - - matched.push( cur ); - break; - } - } - } - } - - return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched ); - }, - - // Determine the position of an element within the set - index: function( elem ) { - - // No argument, return index in parent - if ( !elem ) { - return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1; - } - - // Index in selector - if ( typeof elem === "string" ) { - return indexOf.call( jQuery( elem ), this[ 0 ] ); - } - - // Locate the position of the desired element - return indexOf.call( this, - - // If it receives a jQuery object, the first element is used - elem.jquery ? elem[ 0 ] : elem - ); - }, - - add: function( selector, context ) { - return this.pushStack( - jQuery.uniqueSort( - jQuery.merge( this.get(), jQuery( selector, context ) ) - ) - ); - }, - - addBack: function( selector ) { - return this.add( selector == null ? - this.prevObject : this.prevObject.filter( selector ) - ); - } -} ); - -function sibling( cur, dir ) { - while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {} - return cur; -} - -jQuery.each( { - parent: function( elem ) { - var parent = elem.parentNode; - return parent && parent.nodeType !== 11 ? parent : null; - }, - parents: function( elem ) { - return dir( elem, "parentNode" ); - }, - parentsUntil: function( elem, _i, until ) { - return dir( elem, "parentNode", until ); - }, - next: function( elem ) { - return sibling( elem, "nextSibling" ); - }, - prev: function( elem ) { - return sibling( elem, "previousSibling" ); - }, - nextAll: function( elem ) { - return dir( elem, "nextSibling" ); - }, - prevAll: function( elem ) { - return dir( elem, "previousSibling" ); - }, - nextUntil: function( elem, _i, until ) { - return dir( elem, "nextSibling", until ); - }, - prevUntil: function( elem, _i, until ) { - return dir( elem, "previousSibling", until ); - }, - siblings: function( elem ) { - return siblings( ( elem.parentNode || {} ).firstChild, elem ); - }, - children: function( elem ) { - return siblings( elem.firstChild ); - }, - contents: function( elem ) { - if ( elem.contentDocument != null && - - // Support: IE 11+ - // elements with no `data` attribute has an object - // `contentDocument` with a `null` prototype. - getProto( elem.contentDocument ) ) { - - return elem.contentDocument; - } - - // Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only - // Treat the template element as a regular one in browsers that - // don't support it. - if ( nodeName( elem, "template" ) ) { - elem = elem.content || elem; - } - - return jQuery.merge( [], elem.childNodes ); - } -}, function( name, fn ) { - jQuery.fn[ name ] = function( until, selector ) { - var matched = jQuery.map( this, fn, until ); - - if ( name.slice( -5 ) !== "Until" ) { - selector = until; - } - - if ( selector && typeof selector === "string" ) { - matched = jQuery.filter( selector, matched ); - } - - if ( this.length > 1 ) { - - // Remove duplicates - if ( !guaranteedUnique[ name ] ) { - jQuery.uniqueSort( matched ); - } - - // Reverse order for parents* and prev-derivatives - if ( rparentsprev.test( name ) ) { - matched.reverse(); - } - } - - return this.pushStack( matched ); - }; -} ); -var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g ); - - - -// Convert String-formatted options into Object-formatted ones -function createOptions( options ) { - var object = {}; - jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) { - object[ flag ] = true; - } ); - return object; -} - -/* - * Create a callback list using the following parameters: - * - * options: an optional list of space-separated options that will change how - * the callback list behaves or a more traditional option object - * - * By default a callback list will act like an event callback list and can be - * "fired" multiple times. - * - * Possible options: - * - * once: will ensure the callback list can only be fired once (like a Deferred) - * - * memory: will keep track of previous values and will call any callback added - * after the list has been fired right away with the latest "memorized" - * values (like a Deferred) - * - * unique: will ensure a callback can only be added once (no duplicate in the list) - * - * stopOnFalse: interrupt callings when a callback returns false - * - */ -jQuery.Callbacks = function( options ) { - - // Convert options from String-formatted to Object-formatted if needed - // (we check in cache first) - options = typeof options === "string" ? - createOptions( options ) : - jQuery.extend( {}, options ); - - var // Flag to know if list is currently firing - firing, - - // Last fire value for non-forgettable lists - memory, - - // Flag to know if list was already fired - fired, - - // Flag to prevent firing - locked, - - // Actual callback list - list = [], - - // Queue of execution data for repeatable lists - queue = [], - - // Index of currently firing callback (modified by add/remove as needed) - firingIndex = -1, - - // Fire callbacks - fire = function() { - - // Enforce single-firing - locked = locked || options.once; - - // Execute callbacks for all pending executions, - // respecting firingIndex overrides and runtime changes - fired = firing = true; - for ( ; queue.length; firingIndex = -1 ) { - memory = queue.shift(); - while ( ++firingIndex < list.length ) { - - // Run callback and check for early termination - if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false && - options.stopOnFalse ) { - - // Jump to end and forget the data so .add doesn't re-fire - firingIndex = list.length; - memory = false; - } - } - } - - // Forget the data if we're done with it - if ( !options.memory ) { - memory = false; - } - - firing = false; - - // Clean up if we're done firing for good - if ( locked ) { - - // Keep an empty list if we have data for future add calls - if ( memory ) { - list = []; - - // Otherwise, this object is spent - } else { - list = ""; - } - } - }, - - // Actual Callbacks object - self = { - - // Add a callback or a collection of callbacks to the list - add: function() { - if ( list ) { - - // If we have memory from a past run, we should fire after adding - if ( memory && !firing ) { - firingIndex = list.length - 1; - queue.push( memory ); - } - - ( function add( args ) { - jQuery.each( args, function( _, arg ) { - if ( isFunction( arg ) ) { - if ( !options.unique || !self.has( arg ) ) { - list.push( arg ); - } - } else if ( arg && arg.length && toType( arg ) !== "string" ) { - - // Inspect recursively - add( arg ); - } - } ); - } )( arguments ); - - if ( memory && !firing ) { - fire(); - } - } - return this; - }, - - // Remove a callback from the list - remove: function() { - jQuery.each( arguments, function( _, arg ) { - var index; - while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { - list.splice( index, 1 ); - - // Handle firing indexes - if ( index <= firingIndex ) { - firingIndex--; - } - } - } ); - return this; - }, - - // Check if a given callback is in the list. - // If no argument is given, return whether or not list has callbacks attached. - has: function( fn ) { - return fn ? - jQuery.inArray( fn, list ) > -1 : - list.length > 0; - }, - - // Remove all callbacks from the list - empty: function() { - if ( list ) { - list = []; - } - return this; - }, - - // Disable .fire and .add - // Abort any current/pending executions - // Clear all callbacks and values - disable: function() { - locked = queue = []; - list = memory = ""; - return this; - }, - disabled: function() { - return !list; - }, - - // Disable .fire - // Also disable .add unless we have memory (since it would have no effect) - // Abort any pending executions - lock: function() { - locked = queue = []; - if ( !memory && !firing ) { - list = memory = ""; - } - return this; - }, - locked: function() { - return !!locked; - }, - - // Call all callbacks with the given context and arguments - fireWith: function( context, args ) { - if ( !locked ) { - args = args || []; - args = [ context, args.slice ? args.slice() : args ]; - queue.push( args ); - if ( !firing ) { - fire(); - } - } - return this; - }, - - // Call all the callbacks with the given arguments - fire: function() { - self.fireWith( this, arguments ); - return this; - }, - - // To know if the callbacks have already been called at least once - fired: function() { - return !!fired; - } - }; - - return self; -}; - - -function Identity( v ) { - return v; -} -function Thrower( ex ) { - throw ex; -} - -function adoptValue( value, resolve, reject, noValue ) { - var method; - - try { - - // Check for promise aspect first to privilege synchronous behavior - if ( value && isFunction( ( method = value.promise ) ) ) { - method.call( value ).done( resolve ).fail( reject ); - - // Other thenables - } else if ( value && isFunction( ( method = value.then ) ) ) { - method.call( value, resolve, reject ); - - // Other non-thenables - } else { - - // Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer: - // * false: [ value ].slice( 0 ) => resolve( value ) - // * true: [ value ].slice( 1 ) => resolve() - resolve.apply( undefined, [ value ].slice( noValue ) ); - } - - // For Promises/A+, convert exceptions into rejections - // Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in - // Deferred#then to conditionally suppress rejection. - } catch ( value ) { - - // Support: Android 4.0 only - // Strict mode functions invoked without .call/.apply get global-object context - reject.apply( undefined, [ value ] ); - } -} - -jQuery.extend( { - - Deferred: function( func ) { - var tuples = [ - - // action, add listener, callbacks, - // ... .then handlers, argument index, [final state] - [ "notify", "progress", jQuery.Callbacks( "memory" ), - jQuery.Callbacks( "memory" ), 2 ], - [ "resolve", "done", jQuery.Callbacks( "once memory" ), - jQuery.Callbacks( "once memory" ), 0, "resolved" ], - [ "reject", "fail", jQuery.Callbacks( "once memory" ), - jQuery.Callbacks( "once memory" ), 1, "rejected" ] - ], - state = "pending", - promise = { - state: function() { - return state; - }, - always: function() { - deferred.done( arguments ).fail( arguments ); - return this; - }, - "catch": function( fn ) { - return promise.then( null, fn ); - }, - - // Keep pipe for back-compat - pipe: function( /* fnDone, fnFail, fnProgress */ ) { - var fns = arguments; - - return jQuery.Deferred( function( newDefer ) { - jQuery.each( tuples, function( _i, tuple ) { - - // Map tuples (progress, done, fail) to arguments (done, fail, progress) - var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ]; - - // deferred.progress(function() { bind to newDefer or newDefer.notify }) - // deferred.done(function() { bind to newDefer or newDefer.resolve }) - // deferred.fail(function() { bind to newDefer or newDefer.reject }) - deferred[ tuple[ 1 ] ]( function() { - var returned = fn && fn.apply( this, arguments ); - if ( returned && isFunction( returned.promise ) ) { - returned.promise() - .progress( newDefer.notify ) - .done( newDefer.resolve ) - .fail( newDefer.reject ); - } else { - newDefer[ tuple[ 0 ] + "With" ]( - this, - fn ? [ returned ] : arguments - ); - } - } ); - } ); - fns = null; - } ).promise(); - }, - then: function( onFulfilled, onRejected, onProgress ) { - var maxDepth = 0; - function resolve( depth, deferred, handler, special ) { - return function() { - var that = this, - args = arguments, - mightThrow = function() { - var returned, then; - - // Support: Promises/A+ section 2.3.3.3.3 - // https://promisesaplus.com/#point-59 - // Ignore double-resolution attempts - if ( depth < maxDepth ) { - return; - } - - returned = handler.apply( that, args ); - - // Support: Promises/A+ section 2.3.1 - // https://promisesaplus.com/#point-48 - if ( returned === deferred.promise() ) { - throw new TypeError( "Thenable self-resolution" ); - } - - // Support: Promises/A+ sections 2.3.3.1, 3.5 - // https://promisesaplus.com/#point-54 - // https://promisesaplus.com/#point-75 - // Retrieve `then` only once - then = returned && - - // Support: Promises/A+ section 2.3.4 - // https://promisesaplus.com/#point-64 - // Only check objects and functions for thenability - ( typeof returned === "object" || - typeof returned === "function" ) && - returned.then; - - // Handle a returned thenable - if ( isFunction( then ) ) { - - // Special processors (notify) just wait for resolution - if ( special ) { - then.call( - returned, - resolve( maxDepth, deferred, Identity, special ), - resolve( maxDepth, deferred, Thrower, special ) - ); - - // Normal processors (resolve) also hook into progress - } else { - - // ...and disregard older resolution values - maxDepth++; - - then.call( - returned, - resolve( maxDepth, deferred, Identity, special ), - resolve( maxDepth, deferred, Thrower, special ), - resolve( maxDepth, deferred, Identity, - deferred.notifyWith ) - ); - } - - // Handle all other returned values - } else { - - // Only substitute handlers pass on context - // and multiple values (non-spec behavior) - if ( handler !== Identity ) { - that = undefined; - args = [ returned ]; - } - - // Process the value(s) - // Default process is resolve - ( special || deferred.resolveWith )( that, args ); - } - }, - - // Only normal processors (resolve) catch and reject exceptions - process = special ? - mightThrow : - function() { - try { - mightThrow(); - } catch ( e ) { - - if ( jQuery.Deferred.exceptionHook ) { - jQuery.Deferred.exceptionHook( e, - process.stackTrace ); - } - - // Support: Promises/A+ section 2.3.3.3.4.1 - // https://promisesaplus.com/#point-61 - // Ignore post-resolution exceptions - if ( depth + 1 >= maxDepth ) { - - // Only substitute handlers pass on context - // and multiple values (non-spec behavior) - if ( handler !== Thrower ) { - that = undefined; - args = [ e ]; - } - - deferred.rejectWith( that, args ); - } - } - }; - - // Support: Promises/A+ section 2.3.3.3.1 - // https://promisesaplus.com/#point-57 - // Re-resolve promises immediately to dodge false rejection from - // subsequent errors - if ( depth ) { - process(); - } else { - - // Call an optional hook to record the stack, in case of exception - // since it's otherwise lost when execution goes async - if ( jQuery.Deferred.getStackHook ) { - process.stackTrace = jQuery.Deferred.getStackHook(); - } - window.setTimeout( process ); - } - }; - } - - return jQuery.Deferred( function( newDefer ) { - - // progress_handlers.add( ... ) - tuples[ 0 ][ 3 ].add( - resolve( - 0, - newDefer, - isFunction( onProgress ) ? - onProgress : - Identity, - newDefer.notifyWith - ) - ); - - // fulfilled_handlers.add( ... ) - tuples[ 1 ][ 3 ].add( - resolve( - 0, - newDefer, - isFunction( onFulfilled ) ? - onFulfilled : - Identity - ) - ); - - // rejected_handlers.add( ... ) - tuples[ 2 ][ 3 ].add( - resolve( - 0, - newDefer, - isFunction( onRejected ) ? - onRejected : - Thrower - ) - ); - } ).promise(); - }, - - // Get a promise for this deferred - // If obj is provided, the promise aspect is added to the object - promise: function( obj ) { - return obj != null ? jQuery.extend( obj, promise ) : promise; - } - }, - deferred = {}; - - // Add list-specific methods - jQuery.each( tuples, function( i, tuple ) { - var list = tuple[ 2 ], - stateString = tuple[ 5 ]; - - // promise.progress = list.add - // promise.done = list.add - // promise.fail = list.add - promise[ tuple[ 1 ] ] = list.add; - - // Handle state - if ( stateString ) { - list.add( - function() { - - // state = "resolved" (i.e., fulfilled) - // state = "rejected" - state = stateString; - }, - - // rejected_callbacks.disable - // fulfilled_callbacks.disable - tuples[ 3 - i ][ 2 ].disable, - - // rejected_handlers.disable - // fulfilled_handlers.disable - tuples[ 3 - i ][ 3 ].disable, - - // progress_callbacks.lock - tuples[ 0 ][ 2 ].lock, - - // progress_handlers.lock - tuples[ 0 ][ 3 ].lock - ); - } - - // progress_handlers.fire - // fulfilled_handlers.fire - // rejected_handlers.fire - list.add( tuple[ 3 ].fire ); - - // deferred.notify = function() { deferred.notifyWith(...) } - // deferred.resolve = function() { deferred.resolveWith(...) } - // deferred.reject = function() { deferred.rejectWith(...) } - deferred[ tuple[ 0 ] ] = function() { - deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments ); - return this; - }; - - // deferred.notifyWith = list.fireWith - // deferred.resolveWith = list.fireWith - // deferred.rejectWith = list.fireWith - deferred[ tuple[ 0 ] + "With" ] = list.fireWith; - } ); - - // Make the deferred a promise - promise.promise( deferred ); - - // Call given func if any - if ( func ) { - func.call( deferred, deferred ); - } - - // All done! - return deferred; - }, - - // Deferred helper - when: function( singleValue ) { - var - - // count of uncompleted subordinates - remaining = arguments.length, - - // count of unprocessed arguments - i = remaining, - - // subordinate fulfillment data - resolveContexts = Array( i ), - resolveValues = slice.call( arguments ), - - // the primary Deferred - primary = jQuery.Deferred(), - - // subordinate callback factory - updateFunc = function( i ) { - return function( value ) { - resolveContexts[ i ] = this; - resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; - if ( !( --remaining ) ) { - primary.resolveWith( resolveContexts, resolveValues ); - } - }; - }; - - // Single- and empty arguments are adopted like Promise.resolve - if ( remaining <= 1 ) { - adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject, - !remaining ); - - // Use .then() to unwrap secondary thenables (cf. gh-3000) - if ( primary.state() === "pending" || - isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) { - - return primary.then(); - } - } - - // Multiple arguments are aggregated like Promise.all array elements - while ( i-- ) { - adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject ); - } - - return primary.promise(); - } -} ); - - -// These usually indicate a programmer mistake during development, -// warn about them ASAP rather than swallowing them by default. -var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/; - -jQuery.Deferred.exceptionHook = function( error, stack ) { - - // Support: IE 8 - 9 only - // Console exists when dev tools are open, which can happen at any time - if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) { - window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack ); - } -}; - - - - -jQuery.readyException = function( error ) { - window.setTimeout( function() { - throw error; - } ); -}; - - - - -// The deferred used on DOM ready -var readyList = jQuery.Deferred(); - -jQuery.fn.ready = function( fn ) { - - readyList - .then( fn ) - - // Wrap jQuery.readyException in a function so that the lookup - // happens at the time of error handling instead of callback - // registration. - .catch( function( error ) { - jQuery.readyException( error ); - } ); - - return this; -}; - -jQuery.extend( { - - // Is the DOM ready to be used? Set to true once it occurs. - isReady: false, - - // A counter to track how many items to wait for before - // the ready event fires. See #6781 - readyWait: 1, - - // Handle when the DOM is ready - ready: function( wait ) { - - // Abort if there are pending holds or we're already ready - if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { - return; - } - - // Remember that the DOM is ready - jQuery.isReady = true; - - // If a normal DOM Ready event fired, decrement, and wait if need be - if ( wait !== true && --jQuery.readyWait > 0 ) { - return; - } - - // If there are functions bound, to execute - readyList.resolveWith( document, [ jQuery ] ); - } -} ); - -jQuery.ready.then = readyList.then; - -// The ready event handler and self cleanup method -function completed() { - document.removeEventListener( "DOMContentLoaded", completed ); - window.removeEventListener( "load", completed ); - jQuery.ready(); -} - -// Catch cases where $(document).ready() is called -// after the browser event has already occurred. -// Support: IE <=9 - 10 only -// Older IE sometimes signals "interactive" too soon -if ( document.readyState === "complete" || - ( document.readyState !== "loading" && !document.documentElement.doScroll ) ) { - - // Handle it asynchronously to allow scripts the opportunity to delay ready - window.setTimeout( jQuery.ready ); - -} else { - - // Use the handy event callback - document.addEventListener( "DOMContentLoaded", completed ); - - // A fallback to window.onload, that will always work - window.addEventListener( "load", completed ); -} - - - - -// Multifunctional method to get and set values of a collection -// The value/s can optionally be executed if it's a function -var access = function( elems, fn, key, value, chainable, emptyGet, raw ) { - var i = 0, - len = elems.length, - bulk = key == null; - - // Sets many values - if ( toType( key ) === "object" ) { - chainable = true; - for ( i in key ) { - access( elems, fn, i, key[ i ], true, emptyGet, raw ); - } - - // Sets one value - } else if ( value !== undefined ) { - chainable = true; - - if ( !isFunction( value ) ) { - raw = true; - } - - if ( bulk ) { - - // Bulk operations run against the entire set - if ( raw ) { - fn.call( elems, value ); - fn = null; - - // ...except when executing function values - } else { - bulk = fn; - fn = function( elem, _key, value ) { - return bulk.call( jQuery( elem ), value ); - }; - } - } - - if ( fn ) { - for ( ; i < len; i++ ) { - fn( - elems[ i ], key, raw ? - value : - value.call( elems[ i ], i, fn( elems[ i ], key ) ) - ); - } - } - } - - if ( chainable ) { - return elems; - } - - // Gets - if ( bulk ) { - return fn.call( elems ); - } - - return len ? fn( elems[ 0 ], key ) : emptyGet; -}; - - -// Matches dashed string for camelizing -var rmsPrefix = /^-ms-/, - rdashAlpha = /-([a-z])/g; - -// Used by camelCase as callback to replace() -function fcamelCase( _all, letter ) { - return letter.toUpperCase(); -} - -// Convert dashed to camelCase; used by the css and data modules -// Support: IE <=9 - 11, Edge 12 - 15 -// Microsoft forgot to hump their vendor prefix (#9572) -function camelCase( string ) { - return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); -} -var acceptData = function( owner ) { - - // Accepts only: - // - Node - // - Node.ELEMENT_NODE - // - Node.DOCUMENT_NODE - // - Object - // - Any - return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType ); -}; - - - - -function Data() { - this.expando = jQuery.expando + Data.uid++; -} - -Data.uid = 1; - -Data.prototype = { - - cache: function( owner ) { - - // Check if the owner object already has a cache - var value = owner[ this.expando ]; - - // If not, create one - if ( !value ) { - value = {}; - - // We can accept data for non-element nodes in modern browsers, - // but we should not, see #8335. - // Always return an empty object. - if ( acceptData( owner ) ) { - - // If it is a node unlikely to be stringify-ed or looped over - // use plain assignment - if ( owner.nodeType ) { - owner[ this.expando ] = value; - - // Otherwise secure it in a non-enumerable property - // configurable must be true to allow the property to be - // deleted when data is removed - } else { - Object.defineProperty( owner, this.expando, { - value: value, - configurable: true - } ); - } - } - } - - return value; - }, - set: function( owner, data, value ) { - var prop, - cache = this.cache( owner ); - - // Handle: [ owner, key, value ] args - // Always use camelCase key (gh-2257) - if ( typeof data === "string" ) { - cache[ camelCase( data ) ] = value; - - // Handle: [ owner, { properties } ] args - } else { - - // Copy the properties one-by-one to the cache object - for ( prop in data ) { - cache[ camelCase( prop ) ] = data[ prop ]; - } - } - return cache; - }, - get: function( owner, key ) { - return key === undefined ? - this.cache( owner ) : - - // Always use camelCase key (gh-2257) - owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ]; - }, - access: function( owner, key, value ) { - - // In cases where either: - // - // 1. No key was specified - // 2. A string key was specified, but no value provided - // - // Take the "read" path and allow the get method to determine - // which value to return, respectively either: - // - // 1. The entire cache object - // 2. The data stored at the key - // - if ( key === undefined || - ( ( key && typeof key === "string" ) && value === undefined ) ) { - - return this.get( owner, key ); - } - - // When the key is not a string, or both a key and value - // are specified, set or extend (existing objects) with either: - // - // 1. An object of properties - // 2. A key and value - // - this.set( owner, key, value ); - - // Since the "set" path can have two possible entry points - // return the expected data based on which path was taken[*] - return value !== undefined ? value : key; - }, - remove: function( owner, key ) { - var i, - cache = owner[ this.expando ]; - - if ( cache === undefined ) { - return; - } - - if ( key !== undefined ) { - - // Support array or space separated string of keys - if ( Array.isArray( key ) ) { - - // If key is an array of keys... - // We always set camelCase keys, so remove that. - key = key.map( camelCase ); - } else { - key = camelCase( key ); - - // If a key with the spaces exists, use it. - // Otherwise, create an array by matching non-whitespace - key = key in cache ? - [ key ] : - ( key.match( rnothtmlwhite ) || [] ); - } - - i = key.length; - - while ( i-- ) { - delete cache[ key[ i ] ]; - } - } - - // Remove the expando if there's no more data - if ( key === undefined || jQuery.isEmptyObject( cache ) ) { - - // Support: Chrome <=35 - 45 - // Webkit & Blink performance suffers when deleting properties - // from DOM nodes, so set to undefined instead - // https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted) - if ( owner.nodeType ) { - owner[ this.expando ] = undefined; - } else { - delete owner[ this.expando ]; - } - } - }, - hasData: function( owner ) { - var cache = owner[ this.expando ]; - return cache !== undefined && !jQuery.isEmptyObject( cache ); - } -}; -var dataPriv = new Data(); - -var dataUser = new Data(); - - - -// Implementation Summary -// -// 1. Enforce API surface and semantic compatibility with 1.9.x branch -// 2. Improve the module's maintainability by reducing the storage -// paths to a single mechanism. -// 3. Use the same single mechanism to support "private" and "user" data. -// 4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData) -// 5. Avoid exposing implementation details on user objects (eg. expando properties) -// 6. Provide a clear path for implementation upgrade to WeakMap in 2014 - -var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, - rmultiDash = /[A-Z]/g; - -function getData( data ) { - if ( data === "true" ) { - return true; - } - - if ( data === "false" ) { - return false; - } - - if ( data === "null" ) { - return null; - } - - // Only convert to a number if it doesn't change the string - if ( data === +data + "" ) { - return +data; - } - - if ( rbrace.test( data ) ) { - return JSON.parse( data ); - } - - return data; -} - -function dataAttr( elem, key, data ) { - var name; - - // If nothing was found internally, try to fetch any - // data from the HTML5 data-* attribute - if ( data === undefined && elem.nodeType === 1 ) { - name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase(); - data = elem.getAttribute( name ); - - if ( typeof data === "string" ) { - try { - data = getData( data ); - } catch ( e ) {} - - // Make sure we set the data so it isn't changed later - dataUser.set( elem, key, data ); - } else { - data = undefined; - } - } - return data; -} - -jQuery.extend( { - hasData: function( elem ) { - return dataUser.hasData( elem ) || dataPriv.hasData( elem ); - }, - - data: function( elem, name, data ) { - return dataUser.access( elem, name, data ); - }, - - removeData: function( elem, name ) { - dataUser.remove( elem, name ); - }, - - // TODO: Now that all calls to _data and _removeData have been replaced - // with direct calls to dataPriv methods, these can be deprecated. - _data: function( elem, name, data ) { - return dataPriv.access( elem, name, data ); - }, - - _removeData: function( elem, name ) { - dataPriv.remove( elem, name ); - } -} ); - -jQuery.fn.extend( { - data: function( key, value ) { - var i, name, data, - elem = this[ 0 ], - attrs = elem && elem.attributes; - - // Gets all values - if ( key === undefined ) { - if ( this.length ) { - data = dataUser.get( elem ); - - if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) { - i = attrs.length; - while ( i-- ) { - - // Support: IE 11 only - // The attrs elements can be null (#14894) - if ( attrs[ i ] ) { - name = attrs[ i ].name; - if ( name.indexOf( "data-" ) === 0 ) { - name = camelCase( name.slice( 5 ) ); - dataAttr( elem, name, data[ name ] ); - } - } - } - dataPriv.set( elem, "hasDataAttrs", true ); - } - } - - return data; - } - - // Sets multiple values - if ( typeof key === "object" ) { - return this.each( function() { - dataUser.set( this, key ); - } ); - } - - return access( this, function( value ) { - var data; - - // The calling jQuery object (element matches) is not empty - // (and therefore has an element appears at this[ 0 ]) and the - // `value` parameter was not undefined. An empty jQuery object - // will result in `undefined` for elem = this[ 0 ] which will - // throw an exception if an attempt to read a data cache is made. - if ( elem && value === undefined ) { - - // Attempt to get data from the cache - // The key will always be camelCased in Data - data = dataUser.get( elem, key ); - if ( data !== undefined ) { - return data; - } - - // Attempt to "discover" the data in - // HTML5 custom data-* attrs - data = dataAttr( elem, key ); - if ( data !== undefined ) { - return data; - } - - // We tried really hard, but the data doesn't exist. - return; - } - - // Set the data... - this.each( function() { - - // We always store the camelCased key - dataUser.set( this, key, value ); - } ); - }, null, value, arguments.length > 1, null, true ); - }, - - removeData: function( key ) { - return this.each( function() { - dataUser.remove( this, key ); - } ); - } -} ); - - -jQuery.extend( { - queue: function( elem, type, data ) { - var queue; - - if ( elem ) { - type = ( type || "fx" ) + "queue"; - queue = dataPriv.get( elem, type ); - - // Speed up dequeue by getting out quickly if this is just a lookup - if ( data ) { - if ( !queue || Array.isArray( data ) ) { - queue = dataPriv.access( elem, type, jQuery.makeArray( data ) ); - } else { - queue.push( data ); - } - } - return queue || []; - } - }, - - dequeue: function( elem, type ) { - type = type || "fx"; - - var queue = jQuery.queue( elem, type ), - startLength = queue.length, - fn = queue.shift(), - hooks = jQuery._queueHooks( elem, type ), - next = function() { - jQuery.dequeue( elem, type ); - }; - - // If the fx queue is dequeued, always remove the progress sentinel - if ( fn === "inprogress" ) { - fn = queue.shift(); - startLength--; - } - - if ( fn ) { - - // Add a progress sentinel to prevent the fx queue from being - // automatically dequeued - if ( type === "fx" ) { - queue.unshift( "inprogress" ); - } - - // Clear up the last queue stop function - delete hooks.stop; - fn.call( elem, next, hooks ); - } - - if ( !startLength && hooks ) { - hooks.empty.fire(); - } - }, - - // Not public - generate a queueHooks object, or return the current one - _queueHooks: function( elem, type ) { - var key = type + "queueHooks"; - return dataPriv.get( elem, key ) || dataPriv.access( elem, key, { - empty: jQuery.Callbacks( "once memory" ).add( function() { - dataPriv.remove( elem, [ type + "queue", key ] ); - } ) - } ); - } -} ); - -jQuery.fn.extend( { - queue: function( type, data ) { - var setter = 2; - - if ( typeof type !== "string" ) { - data = type; - type = "fx"; - setter--; - } - - if ( arguments.length < setter ) { - return jQuery.queue( this[ 0 ], type ); - } - - return data === undefined ? - this : - this.each( function() { - var queue = jQuery.queue( this, type, data ); - - // Ensure a hooks for this queue - jQuery._queueHooks( this, type ); - - if ( type === "fx" && queue[ 0 ] !== "inprogress" ) { - jQuery.dequeue( this, type ); - } - } ); - }, - dequeue: function( type ) { - return this.each( function() { - jQuery.dequeue( this, type ); - } ); - }, - clearQueue: function( type ) { - return this.queue( type || "fx", [] ); - }, - - // Get a promise resolved when queues of a certain type - // are emptied (fx is the type by default) - promise: function( type, obj ) { - var tmp, - count = 1, - defer = jQuery.Deferred(), - elements = this, - i = this.length, - resolve = function() { - if ( !( --count ) ) { - defer.resolveWith( elements, [ elements ] ); - } - }; - - if ( typeof type !== "string" ) { - obj = type; - type = undefined; - } - type = type || "fx"; - - while ( i-- ) { - tmp = dataPriv.get( elements[ i ], type + "queueHooks" ); - if ( tmp && tmp.empty ) { - count++; - tmp.empty.add( resolve ); - } - } - resolve(); - return defer.promise( obj ); - } -} ); -var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source; - -var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" ); - - -var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; - -var documentElement = document.documentElement; - - - - var isAttached = function( elem ) { - return jQuery.contains( elem.ownerDocument, elem ); - }, - composed = { composed: true }; - - // Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only - // Check attachment across shadow DOM boundaries when possible (gh-3504) - // Support: iOS 10.0-10.2 only - // Early iOS 10 versions support `attachShadow` but not `getRootNode`, - // leading to errors. We need to check for `getRootNode`. - if ( documentElement.getRootNode ) { - isAttached = function( elem ) { - return jQuery.contains( elem.ownerDocument, elem ) || - elem.getRootNode( composed ) === elem.ownerDocument; - }; - } -var isHiddenWithinTree = function( elem, el ) { - - // isHiddenWithinTree might be called from jQuery#filter function; - // in that case, element will be second argument - elem = el || elem; - - // Inline style trumps all - return elem.style.display === "none" || - elem.style.display === "" && - - // Otherwise, check computed style - // Support: Firefox <=43 - 45 - // Disconnected elements can have computed display: none, so first confirm that elem is - // in the document. - isAttached( elem ) && - - jQuery.css( elem, "display" ) === "none"; - }; - - - -function adjustCSS( elem, prop, valueParts, tween ) { - var adjusted, scale, - maxIterations = 20, - currentValue = tween ? - function() { - return tween.cur(); - } : - function() { - return jQuery.css( elem, prop, "" ); - }, - initial = currentValue(), - unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ), - - // Starting value computation is required for potential unit mismatches - initialInUnit = elem.nodeType && - ( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) && - rcssNum.exec( jQuery.css( elem, prop ) ); - - if ( initialInUnit && initialInUnit[ 3 ] !== unit ) { - - // Support: Firefox <=54 - // Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144) - initial = initial / 2; - - // Trust units reported by jQuery.css - unit = unit || initialInUnit[ 3 ]; - - // Iteratively approximate from a nonzero starting point - initialInUnit = +initial || 1; - - while ( maxIterations-- ) { - - // Evaluate and update our best guess (doubling guesses that zero out). - // Finish if the scale equals or crosses 1 (making the old*new product non-positive). - jQuery.style( elem, prop, initialInUnit + unit ); - if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) { - maxIterations = 0; - } - initialInUnit = initialInUnit / scale; - - } - - initialInUnit = initialInUnit * 2; - jQuery.style( elem, prop, initialInUnit + unit ); - - // Make sure we update the tween properties later on - valueParts = valueParts || []; - } - - if ( valueParts ) { - initialInUnit = +initialInUnit || +initial || 0; - - // Apply relative offset (+=/-=) if specified - adjusted = valueParts[ 1 ] ? - initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] : - +valueParts[ 2 ]; - if ( tween ) { - tween.unit = unit; - tween.start = initialInUnit; - tween.end = adjusted; - } - } - return adjusted; -} - - -var defaultDisplayMap = {}; - -function getDefaultDisplay( elem ) { - var temp, - doc = elem.ownerDocument, - nodeName = elem.nodeName, - display = defaultDisplayMap[ nodeName ]; - - if ( display ) { - return display; - } - - temp = doc.body.appendChild( doc.createElement( nodeName ) ); - display = jQuery.css( temp, "display" ); - - temp.parentNode.removeChild( temp ); - - if ( display === "none" ) { - display = "block"; - } - defaultDisplayMap[ nodeName ] = display; - - return display; -} - -function showHide( elements, show ) { - var display, elem, - values = [], - index = 0, - length = elements.length; - - // Determine new display value for elements that need to change - for ( ; index < length; index++ ) { - elem = elements[ index ]; - if ( !elem.style ) { - continue; - } - - display = elem.style.display; - if ( show ) { - - // Since we force visibility upon cascade-hidden elements, an immediate (and slow) - // check is required in this first loop unless we have a nonempty display value (either - // inline or about-to-be-restored) - if ( display === "none" ) { - values[ index ] = dataPriv.get( elem, "display" ) || null; - if ( !values[ index ] ) { - elem.style.display = ""; - } - } - if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) { - values[ index ] = getDefaultDisplay( elem ); - } - } else { - if ( display !== "none" ) { - values[ index ] = "none"; - - // Remember what we're overwriting - dataPriv.set( elem, "display", display ); - } - } - } - - // Set the display of the elements in a second loop to avoid constant reflow - for ( index = 0; index < length; index++ ) { - if ( values[ index ] != null ) { - elements[ index ].style.display = values[ index ]; - } - } - - return elements; -} - -jQuery.fn.extend( { - show: function() { - return showHide( this, true ); - }, - hide: function() { - return showHide( this ); - }, - toggle: function( state ) { - if ( typeof state === "boolean" ) { - return state ? this.show() : this.hide(); - } - - return this.each( function() { - if ( isHiddenWithinTree( this ) ) { - jQuery( this ).show(); - } else { - jQuery( this ).hide(); - } - } ); - } -} ); -var rcheckableType = ( /^(?:checkbox|radio)$/i ); - -var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i ); - -var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i ); - - - -( function() { - var fragment = document.createDocumentFragment(), - div = fragment.appendChild( document.createElement( "div" ) ), - input = document.createElement( "input" ); - - // Support: Android 4.0 - 4.3 only - // Check state lost if the name is set (#11217) - // Support: Windows Web Apps (WWA) - // `name` and `type` must use .setAttribute for WWA (#14901) - input.setAttribute( "type", "radio" ); - input.setAttribute( "checked", "checked" ); - input.setAttribute( "name", "t" ); - - div.appendChild( input ); - - // Support: Android <=4.1 only - // Older WebKit doesn't clone checked state correctly in fragments - support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; - - // Support: IE <=11 only - // Make sure textarea (and checkbox) defaultValue is properly cloned - div.innerHTML = ""; - support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; - - // Support: IE <=9 only - // IE <=9 replaces "; - support.option = !!div.lastChild; -} )(); - - -// We have to close these tags to support XHTML (#13200) -var wrapMap = { - - // XHTML parsers do not magically insert elements in the - // same way that tag soup parsers do. So we cannot shorten - // this by omitting or other required elements. - thead: [ 1, "", "
" ], - col: [ 2, "", "
" ], - tr: [ 2, "", "
" ], - td: [ 3, "", "
" ], - - _default: [ 0, "", "" ] -}; - -wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; -wrapMap.th = wrapMap.td; - -// Support: IE <=9 only -if ( !support.option ) { - wrapMap.optgroup = wrapMap.option = [ 1, "" ]; -} - - -function getAll( context, tag ) { - - // Support: IE <=9 - 11 only - // Use typeof to avoid zero-argument method invocation on host objects (#15151) - var ret; - - if ( typeof context.getElementsByTagName !== "undefined" ) { - ret = context.getElementsByTagName( tag || "*" ); - - } else if ( typeof context.querySelectorAll !== "undefined" ) { - ret = context.querySelectorAll( tag || "*" ); - - } else { - ret = []; - } - - if ( tag === undefined || tag && nodeName( context, tag ) ) { - return jQuery.merge( [ context ], ret ); - } - - return ret; -} - - -// Mark scripts as having already been evaluated -function setGlobalEval( elems, refElements ) { - var i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - dataPriv.set( - elems[ i ], - "globalEval", - !refElements || dataPriv.get( refElements[ i ], "globalEval" ) - ); - } -} - - -var rhtml = /<|&#?\w+;/; - -function buildFragment( elems, context, scripts, selection, ignored ) { - var elem, tmp, tag, wrap, attached, j, - fragment = context.createDocumentFragment(), - nodes = [], - i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - elem = elems[ i ]; - - if ( elem || elem === 0 ) { - - // Add nodes directly - if ( toType( elem ) === "object" ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); - - // Convert non-html into a text node - } else if ( !rhtml.test( elem ) ) { - nodes.push( context.createTextNode( elem ) ); - - // Convert html into DOM nodes - } else { - tmp = tmp || fragment.appendChild( context.createElement( "div" ) ); - - // Deserialize a standard representation - tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase(); - wrap = wrapMap[ tag ] || wrapMap._default; - tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ]; - - // Descend through wrappers to the right content - j = wrap[ 0 ]; - while ( j-- ) { - tmp = tmp.lastChild; - } - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, tmp.childNodes ); - - // Remember the top-level container - tmp = fragment.firstChild; - - // Ensure the created nodes are orphaned (#12392) - tmp.textContent = ""; - } - } - } - - // Remove wrapper from fragment - fragment.textContent = ""; - - i = 0; - while ( ( elem = nodes[ i++ ] ) ) { - - // Skip elements already in the context collection (trac-4087) - if ( selection && jQuery.inArray( elem, selection ) > -1 ) { - if ( ignored ) { - ignored.push( elem ); - } - continue; - } - - attached = isAttached( elem ); - - // Append to fragment - tmp = getAll( fragment.appendChild( elem ), "script" ); - - // Preserve script evaluation history - if ( attached ) { - setGlobalEval( tmp ); - } - - // Capture executables - if ( scripts ) { - j = 0; - while ( ( elem = tmp[ j++ ] ) ) { - if ( rscriptType.test( elem.type || "" ) ) { - scripts.push( elem ); - } - } - } - } - - return fragment; -} - - -var rtypenamespace = /^([^.]*)(?:\.(.+)|)/; - -function returnTrue() { - return true; -} - -function returnFalse() { - return false; -} - -// Support: IE <=9 - 11+ -// focus() and blur() are asynchronous, except when they are no-op. -// So expect focus to be synchronous when the element is already active, -// and blur to be synchronous when the element is not already active. -// (focus and blur are always synchronous in other supported browsers, -// this just defines when we can count on it). -function expectSync( elem, type ) { - return ( elem === safeActiveElement() ) === ( type === "focus" ); -} - -// Support: IE <=9 only -// Accessing document.activeElement can throw unexpectedly -// https://bugs.jquery.com/ticket/13393 -function safeActiveElement() { - try { - return document.activeElement; - } catch ( err ) { } -} - -function on( elem, types, selector, data, fn, one ) { - var origFn, type; - - // Types can be a map of types/handlers - if ( typeof types === "object" ) { - - // ( types-Object, selector, data ) - if ( typeof selector !== "string" ) { - - // ( types-Object, data ) - data = data || selector; - selector = undefined; - } - for ( type in types ) { - on( elem, type, selector, data, types[ type ], one ); - } - return elem; - } - - if ( data == null && fn == null ) { - - // ( types, fn ) - fn = selector; - data = selector = undefined; - } else if ( fn == null ) { - if ( typeof selector === "string" ) { - - // ( types, selector, fn ) - fn = data; - data = undefined; - } else { - - // ( types, data, fn ) - fn = data; - data = selector; - selector = undefined; - } - } - if ( fn === false ) { - fn = returnFalse; - } else if ( !fn ) { - return elem; - } - - if ( one === 1 ) { - origFn = fn; - fn = function( event ) { - - // Can use an empty set, since event contains the info - jQuery().off( event ); - return origFn.apply( this, arguments ); - }; - - // Use same guid so caller can remove using origFn - fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); - } - return elem.each( function() { - jQuery.event.add( this, types, fn, data, selector ); - } ); -} - -/* - * Helper functions for managing events -- not part of the public interface. - * Props to Dean Edwards' addEvent library for many of the ideas. - */ -jQuery.event = { - - global: {}, - - add: function( elem, types, handler, data, selector ) { - - var handleObjIn, eventHandle, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.get( elem ); - - // Only attach events to objects that accept data - if ( !acceptData( elem ) ) { - return; - } - - // Caller can pass in an object of custom data in lieu of the handler - if ( handler.handler ) { - handleObjIn = handler; - handler = handleObjIn.handler; - selector = handleObjIn.selector; - } - - // Ensure that invalid selectors throw exceptions at attach time - // Evaluate against documentElement in case elem is a non-element node (e.g., document) - if ( selector ) { - jQuery.find.matchesSelector( documentElement, selector ); - } - - // Make sure that the handler has a unique ID, used to find/remove it later - if ( !handler.guid ) { - handler.guid = jQuery.guid++; - } - - // Init the element's event structure and main handler, if this is the first - if ( !( events = elemData.events ) ) { - events = elemData.events = Object.create( null ); - } - if ( !( eventHandle = elemData.handle ) ) { - eventHandle = elemData.handle = function( e ) { - - // Discard the second event of a jQuery.event.trigger() and - // when an event is called after a page has unloaded - return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ? - jQuery.event.dispatch.apply( elem, arguments ) : undefined; - }; - } - - // Handle multiple events separated by a space - types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // There *must* be a type, no attaching namespace-only handlers - if ( !type ) { - continue; - } - - // If event changes its type, use the special event handlers for the changed type - special = jQuery.event.special[ type ] || {}; - - // If selector defined, determine special event api type, otherwise given type - type = ( selector ? special.delegateType : special.bindType ) || type; - - // Update special based on newly reset type - special = jQuery.event.special[ type ] || {}; - - // handleObj is passed to all event handlers - handleObj = jQuery.extend( { - type: type, - origType: origType, - data: data, - handler: handler, - guid: handler.guid, - selector: selector, - needsContext: selector && jQuery.expr.match.needsContext.test( selector ), - namespace: namespaces.join( "." ) - }, handleObjIn ); - - // Init the event handler queue if we're the first - if ( !( handlers = events[ type ] ) ) { - handlers = events[ type ] = []; - handlers.delegateCount = 0; - - // Only use addEventListener if the special events handler returns false - if ( !special.setup || - special.setup.call( elem, data, namespaces, eventHandle ) === false ) { - - if ( elem.addEventListener ) { - elem.addEventListener( type, eventHandle ); - } - } - } - - if ( special.add ) { - special.add.call( elem, handleObj ); - - if ( !handleObj.handler.guid ) { - handleObj.handler.guid = handler.guid; - } - } - - // Add to the element's handler list, delegates in front - if ( selector ) { - handlers.splice( handlers.delegateCount++, 0, handleObj ); - } else { - handlers.push( handleObj ); - } - - // Keep track of which events have ever been used, for event optimization - jQuery.event.global[ type ] = true; - } - - }, - - // Detach an event or set of events from an element - remove: function( elem, types, handler, selector, mappedTypes ) { - - var j, origCount, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.hasData( elem ) && dataPriv.get( elem ); - - if ( !elemData || !( events = elemData.events ) ) { - return; - } - - // Once for each type.namespace in types; type may be omitted - types = ( types || "" ).match( rnothtmlwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // Unbind all events (on this namespace, if provided) for the element - if ( !type ) { - for ( type in events ) { - jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); - } - continue; - } - - special = jQuery.event.special[ type ] || {}; - type = ( selector ? special.delegateType : special.bindType ) || type; - handlers = events[ type ] || []; - tmp = tmp[ 2 ] && - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ); - - // Remove matching events - origCount = j = handlers.length; - while ( j-- ) { - handleObj = handlers[ j ]; - - if ( ( mappedTypes || origType === handleObj.origType ) && - ( !handler || handler.guid === handleObj.guid ) && - ( !tmp || tmp.test( handleObj.namespace ) ) && - ( !selector || selector === handleObj.selector || - selector === "**" && handleObj.selector ) ) { - handlers.splice( j, 1 ); - - if ( handleObj.selector ) { - handlers.delegateCount--; - } - if ( special.remove ) { - special.remove.call( elem, handleObj ); - } - } - } - - // Remove generic event handler if we removed something and no more handlers exist - // (avoids potential for endless recursion during removal of special event handlers) - if ( origCount && !handlers.length ) { - if ( !special.teardown || - special.teardown.call( elem, namespaces, elemData.handle ) === false ) { - - jQuery.removeEvent( elem, type, elemData.handle ); - } - - delete events[ type ]; - } - } - - // Remove data and the expando if it's no longer used - if ( jQuery.isEmptyObject( events ) ) { - dataPriv.remove( elem, "handle events" ); - } - }, - - dispatch: function( nativeEvent ) { - - var i, j, ret, matched, handleObj, handlerQueue, - args = new Array( arguments.length ), - - // Make a writable jQuery.Event from the native event object - event = jQuery.event.fix( nativeEvent ), - - handlers = ( - dataPriv.get( this, "events" ) || Object.create( null ) - )[ event.type ] || [], - special = jQuery.event.special[ event.type ] || {}; - - // Use the fix-ed jQuery.Event rather than the (read-only) native event - args[ 0 ] = event; - - for ( i = 1; i < arguments.length; i++ ) { - args[ i ] = arguments[ i ]; - } - - event.delegateTarget = this; - - // Call the preDispatch hook for the mapped type, and let it bail if desired - if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { - return; - } - - // Determine handlers - handlerQueue = jQuery.event.handlers.call( this, event, handlers ); - - // Run delegates first; they may want to stop propagation beneath us - i = 0; - while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) { - event.currentTarget = matched.elem; - - j = 0; - while ( ( handleObj = matched.handlers[ j++ ] ) && - !event.isImmediatePropagationStopped() ) { - - // If the event is namespaced, then each handler is only invoked if it is - // specially universal or its namespaces are a superset of the event's. - if ( !event.rnamespace || handleObj.namespace === false || - event.rnamespace.test( handleObj.namespace ) ) { - - event.handleObj = handleObj; - event.data = handleObj.data; - - ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle || - handleObj.handler ).apply( matched.elem, args ); - - if ( ret !== undefined ) { - if ( ( event.result = ret ) === false ) { - event.preventDefault(); - event.stopPropagation(); - } - } - } - } - } - - // Call the postDispatch hook for the mapped type - if ( special.postDispatch ) { - special.postDispatch.call( this, event ); - } - - return event.result; - }, - - handlers: function( event, handlers ) { - var i, handleObj, sel, matchedHandlers, matchedSelectors, - handlerQueue = [], - delegateCount = handlers.delegateCount, - cur = event.target; - - // Find delegate handlers - if ( delegateCount && - - // Support: IE <=9 - // Black-hole SVG instance trees (trac-13180) - cur.nodeType && - - // Support: Firefox <=42 - // Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861) - // https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click - // Support: IE 11 only - // ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343) - !( event.type === "click" && event.button >= 1 ) ) { - - for ( ; cur !== this; cur = cur.parentNode || this ) { - - // Don't check non-elements (#13208) - // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) - if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) { - matchedHandlers = []; - matchedSelectors = {}; - for ( i = 0; i < delegateCount; i++ ) { - handleObj = handlers[ i ]; - - // Don't conflict with Object.prototype properties (#13203) - sel = handleObj.selector + " "; - - if ( matchedSelectors[ sel ] === undefined ) { - matchedSelectors[ sel ] = handleObj.needsContext ? - jQuery( sel, this ).index( cur ) > -1 : - jQuery.find( sel, this, null, [ cur ] ).length; - } - if ( matchedSelectors[ sel ] ) { - matchedHandlers.push( handleObj ); - } - } - if ( matchedHandlers.length ) { - handlerQueue.push( { elem: cur, handlers: matchedHandlers } ); - } - } - } - } - - // Add the remaining (directly-bound) handlers - cur = this; - if ( delegateCount < handlers.length ) { - handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } ); - } - - return handlerQueue; - }, - - addProp: function( name, hook ) { - Object.defineProperty( jQuery.Event.prototype, name, { - enumerable: true, - configurable: true, - - get: isFunction( hook ) ? - function() { - if ( this.originalEvent ) { - return hook( this.originalEvent ); - } - } : - function() { - if ( this.originalEvent ) { - return this.originalEvent[ name ]; - } - }, - - set: function( value ) { - Object.defineProperty( this, name, { - enumerable: true, - configurable: true, - writable: true, - value: value - } ); - } - } ); - }, - - fix: function( originalEvent ) { - return originalEvent[ jQuery.expando ] ? - originalEvent : - new jQuery.Event( originalEvent ); - }, - - special: { - load: { - - // Prevent triggered image.load events from bubbling to window.load - noBubble: true - }, - click: { - - // Utilize native event to ensure correct state for checkable inputs - setup: function( data ) { - - // For mutual compressibility with _default, replace `this` access with a local var. - // `|| data` is dead code meant only to preserve the variable through minification. - var el = this || data; - - // Claim the first handler - if ( rcheckableType.test( el.type ) && - el.click && nodeName( el, "input" ) ) { - - // dataPriv.set( el, "click", ... ) - leverageNative( el, "click", returnTrue ); - } - - // Return false to allow normal processing in the caller - return false; - }, - trigger: function( data ) { - - // For mutual compressibility with _default, replace `this` access with a local var. - // `|| data` is dead code meant only to preserve the variable through minification. - var el = this || data; - - // Force setup before triggering a click - if ( rcheckableType.test( el.type ) && - el.click && nodeName( el, "input" ) ) { - - leverageNative( el, "click" ); - } - - // Return non-false to allow normal event-path propagation - return true; - }, - - // For cross-browser consistency, suppress native .click() on links - // Also prevent it if we're currently inside a leveraged native-event stack - _default: function( event ) { - var target = event.target; - return rcheckableType.test( target.type ) && - target.click && nodeName( target, "input" ) && - dataPriv.get( target, "click" ) || - nodeName( target, "a" ); - } - }, - - beforeunload: { - postDispatch: function( event ) { - - // Support: Firefox 20+ - // Firefox doesn't alert if the returnValue field is not set. - if ( event.result !== undefined && event.originalEvent ) { - event.originalEvent.returnValue = event.result; - } - } - } - } -}; - -// Ensure the presence of an event listener that handles manually-triggered -// synthetic events by interrupting progress until reinvoked in response to -// *native* events that it fires directly, ensuring that state changes have -// already occurred before other listeners are invoked. -function leverageNative( el, type, expectSync ) { - - // Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add - if ( !expectSync ) { - if ( dataPriv.get( el, type ) === undefined ) { - jQuery.event.add( el, type, returnTrue ); - } - return; - } - - // Register the controller as a special universal handler for all event namespaces - dataPriv.set( el, type, false ); - jQuery.event.add( el, type, { - namespace: false, - handler: function( event ) { - var notAsync, result, - saved = dataPriv.get( this, type ); - - if ( ( event.isTrigger & 1 ) && this[ type ] ) { - - // Interrupt processing of the outer synthetic .trigger()ed event - // Saved data should be false in such cases, but might be a leftover capture object - // from an async native handler (gh-4350) - if ( !saved.length ) { - - // Store arguments for use when handling the inner native event - // There will always be at least one argument (an event object), so this array - // will not be confused with a leftover capture object. - saved = slice.call( arguments ); - dataPriv.set( this, type, saved ); - - // Trigger the native event and capture its result - // Support: IE <=9 - 11+ - // focus() and blur() are asynchronous - notAsync = expectSync( this, type ); - this[ type ](); - result = dataPriv.get( this, type ); - if ( saved !== result || notAsync ) { - dataPriv.set( this, type, false ); - } else { - result = {}; - } - if ( saved !== result ) { - - // Cancel the outer synthetic event - event.stopImmediatePropagation(); - event.preventDefault(); - - // Support: Chrome 86+ - // In Chrome, if an element having a focusout handler is blurred by - // clicking outside of it, it invokes the handler synchronously. If - // that handler calls `.remove()` on the element, the data is cleared, - // leaving `result` undefined. We need to guard against this. - return result && result.value; - } - - // If this is an inner synthetic event for an event with a bubbling surrogate - // (focus or blur), assume that the surrogate already propagated from triggering the - // native event and prevent that from happening again here. - // This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the - // bubbling surrogate propagates *after* the non-bubbling base), but that seems - // less bad than duplication. - } else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) { - event.stopPropagation(); - } - - // If this is a native event triggered above, everything is now in order - // Fire an inner synthetic event with the original arguments - } else if ( saved.length ) { - - // ...and capture the result - dataPriv.set( this, type, { - value: jQuery.event.trigger( - - // Support: IE <=9 - 11+ - // Extend with the prototype to reset the above stopImmediatePropagation() - jQuery.extend( saved[ 0 ], jQuery.Event.prototype ), - saved.slice( 1 ), - this - ) - } ); - - // Abort handling of the native event - event.stopImmediatePropagation(); - } - } - } ); -} - -jQuery.removeEvent = function( elem, type, handle ) { - - // This "if" is needed for plain objects - if ( elem.removeEventListener ) { - elem.removeEventListener( type, handle ); - } -}; - -jQuery.Event = function( src, props ) { - - // Allow instantiation without the 'new' keyword - if ( !( this instanceof jQuery.Event ) ) { - return new jQuery.Event( src, props ); - } - - // Event object - if ( src && src.type ) { - this.originalEvent = src; - this.type = src.type; - - // Events bubbling up the document may have been marked as prevented - // by a handler lower down the tree; reflect the correct value. - this.isDefaultPrevented = src.defaultPrevented || - src.defaultPrevented === undefined && - - // Support: Android <=2.3 only - src.returnValue === false ? - returnTrue : - returnFalse; - - // Create target properties - // Support: Safari <=6 - 7 only - // Target should not be a text node (#504, #13143) - this.target = ( src.target && src.target.nodeType === 3 ) ? - src.target.parentNode : - src.target; - - this.currentTarget = src.currentTarget; - this.relatedTarget = src.relatedTarget; - - // Event type - } else { - this.type = src; - } - - // Put explicitly provided properties onto the event object - if ( props ) { - jQuery.extend( this, props ); - } - - // Create a timestamp if incoming event doesn't have one - this.timeStamp = src && src.timeStamp || Date.now(); - - // Mark it as fixed - this[ jQuery.expando ] = true; -}; - -// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding -// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html -jQuery.Event.prototype = { - constructor: jQuery.Event, - isDefaultPrevented: returnFalse, - isPropagationStopped: returnFalse, - isImmediatePropagationStopped: returnFalse, - isSimulated: false, - - preventDefault: function() { - var e = this.originalEvent; - - this.isDefaultPrevented = returnTrue; - - if ( e && !this.isSimulated ) { - e.preventDefault(); - } - }, - stopPropagation: function() { - var e = this.originalEvent; - - this.isPropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopPropagation(); - } - }, - stopImmediatePropagation: function() { - var e = this.originalEvent; - - this.isImmediatePropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopImmediatePropagation(); - } - - this.stopPropagation(); - } -}; - -// Includes all common event props including KeyEvent and MouseEvent specific props -jQuery.each( { - altKey: true, - bubbles: true, - cancelable: true, - changedTouches: true, - ctrlKey: true, - detail: true, - eventPhase: true, - metaKey: true, - pageX: true, - pageY: true, - shiftKey: true, - view: true, - "char": true, - code: true, - charCode: true, - key: true, - keyCode: true, - button: true, - buttons: true, - clientX: true, - clientY: true, - offsetX: true, - offsetY: true, - pointerId: true, - pointerType: true, - screenX: true, - screenY: true, - targetTouches: true, - toElement: true, - touches: true, - which: true -}, jQuery.event.addProp ); - -jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) { - jQuery.event.special[ type ] = { - - // Utilize native event if possible so blur/focus sequence is correct - setup: function() { - - // Claim the first handler - // dataPriv.set( this, "focus", ... ) - // dataPriv.set( this, "blur", ... ) - leverageNative( this, type, expectSync ); - - // Return false to allow normal processing in the caller - return false; - }, - trigger: function() { - - // Force setup before trigger - leverageNative( this, type ); - - // Return non-false to allow normal event-path propagation - return true; - }, - - // Suppress native focus or blur as it's already being fired - // in leverageNative. - _default: function() { - return true; - }, - - delegateType: delegateType - }; -} ); - -// Create mouseenter/leave events using mouseover/out and event-time checks -// so that event delegation works in jQuery. -// Do the same for pointerenter/pointerleave and pointerover/pointerout -// -// Support: Safari 7 only -// Safari sends mouseenter too often; see: -// https://bugs.chromium.org/p/chromium/issues/detail?id=470258 -// for the description of the bug (it existed in older Chrome versions as well). -jQuery.each( { - mouseenter: "mouseover", - mouseleave: "mouseout", - pointerenter: "pointerover", - pointerleave: "pointerout" -}, function( orig, fix ) { - jQuery.event.special[ orig ] = { - delegateType: fix, - bindType: fix, - - handle: function( event ) { - var ret, - target = this, - related = event.relatedTarget, - handleObj = event.handleObj; - - // For mouseenter/leave call the handler if related is outside the target. - // NB: No relatedTarget if the mouse left/entered the browser window - if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) { - event.type = handleObj.origType; - ret = handleObj.handler.apply( this, arguments ); - event.type = fix; - } - return ret; - } - }; -} ); - -jQuery.fn.extend( { - - on: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn ); - }, - one: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn, 1 ); - }, - off: function( types, selector, fn ) { - var handleObj, type; - if ( types && types.preventDefault && types.handleObj ) { - - // ( event ) dispatched jQuery.Event - handleObj = types.handleObj; - jQuery( types.delegateTarget ).off( - handleObj.namespace ? - handleObj.origType + "." + handleObj.namespace : - handleObj.origType, - handleObj.selector, - handleObj.handler - ); - return this; - } - if ( typeof types === "object" ) { - - // ( types-object [, selector] ) - for ( type in types ) { - this.off( type, selector, types[ type ] ); - } - return this; - } - if ( selector === false || typeof selector === "function" ) { - - // ( types [, fn] ) - fn = selector; - selector = undefined; - } - if ( fn === false ) { - fn = returnFalse; - } - return this.each( function() { - jQuery.event.remove( this, types, fn, selector ); - } ); - } -} ); - - -var - - // Support: IE <=10 - 11, Edge 12 - 13 only - // In IE/Edge using regex groups here causes severe slowdowns. - // See https://connect.microsoft.com/IE/feedback/details/1736512/ - rnoInnerhtml = /\s*$/g; - -// Prefer a tbody over its parent table for containing new rows -function manipulationTarget( elem, content ) { - if ( nodeName( elem, "table" ) && - nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) { - - return jQuery( elem ).children( "tbody" )[ 0 ] || elem; - } - - return elem; -} - -// Replace/restore the type attribute of script elements for safe DOM manipulation -function disableScript( elem ) { - elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type; - return elem; -} -function restoreScript( elem ) { - if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) { - elem.type = elem.type.slice( 5 ); - } else { - elem.removeAttribute( "type" ); - } - - return elem; -} - -function cloneCopyEvent( src, dest ) { - var i, l, type, pdataOld, udataOld, udataCur, events; - - if ( dest.nodeType !== 1 ) { - return; - } - - // 1. Copy private data: events, handlers, etc. - if ( dataPriv.hasData( src ) ) { - pdataOld = dataPriv.get( src ); - events = pdataOld.events; - - if ( events ) { - dataPriv.remove( dest, "handle events" ); - - for ( type in events ) { - for ( i = 0, l = events[ type ].length; i < l; i++ ) { - jQuery.event.add( dest, type, events[ type ][ i ] ); - } - } - } - } - - // 2. Copy user data - if ( dataUser.hasData( src ) ) { - udataOld = dataUser.access( src ); - udataCur = jQuery.extend( {}, udataOld ); - - dataUser.set( dest, udataCur ); - } -} - -// Fix IE bugs, see support tests -function fixInput( src, dest ) { - var nodeName = dest.nodeName.toLowerCase(); - - // Fails to persist the checked state of a cloned checkbox or radio button. - if ( nodeName === "input" && rcheckableType.test( src.type ) ) { - dest.checked = src.checked; - - // Fails to return the selected option to the default selected state when cloning options - } else if ( nodeName === "input" || nodeName === "textarea" ) { - dest.defaultValue = src.defaultValue; - } -} - -function domManip( collection, args, callback, ignored ) { - - // Flatten any nested arrays - args = flat( args ); - - var fragment, first, scripts, hasScripts, node, doc, - i = 0, - l = collection.length, - iNoClone = l - 1, - value = args[ 0 ], - valueIsFunction = isFunction( value ); - - // We can't cloneNode fragments that contain checked, in WebKit - if ( valueIsFunction || - ( l > 1 && typeof value === "string" && - !support.checkClone && rchecked.test( value ) ) ) { - return collection.each( function( index ) { - var self = collection.eq( index ); - if ( valueIsFunction ) { - args[ 0 ] = value.call( this, index, self.html() ); - } - domManip( self, args, callback, ignored ); - } ); - } - - if ( l ) { - fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored ); - first = fragment.firstChild; - - if ( fragment.childNodes.length === 1 ) { - fragment = first; - } - - // Require either new content or an interest in ignored elements to invoke the callback - if ( first || ignored ) { - scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); - hasScripts = scripts.length; - - // Use the original fragment for the last item - // instead of the first because it can end up - // being emptied incorrectly in certain situations (#8070). - for ( ; i < l; i++ ) { - node = fragment; - - if ( i !== iNoClone ) { - node = jQuery.clone( node, true, true ); - - // Keep references to cloned scripts for later restoration - if ( hasScripts ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( scripts, getAll( node, "script" ) ); - } - } - - callback.call( collection[ i ], node, i ); - } - - if ( hasScripts ) { - doc = scripts[ scripts.length - 1 ].ownerDocument; - - // Reenable scripts - jQuery.map( scripts, restoreScript ); - - // Evaluate executable scripts on first document insertion - for ( i = 0; i < hasScripts; i++ ) { - node = scripts[ i ]; - if ( rscriptType.test( node.type || "" ) && - !dataPriv.access( node, "globalEval" ) && - jQuery.contains( doc, node ) ) { - - if ( node.src && ( node.type || "" ).toLowerCase() !== "module" ) { - - // Optional AJAX dependency, but won't run scripts if not present - if ( jQuery._evalUrl && !node.noModule ) { - jQuery._evalUrl( node.src, { - nonce: node.nonce || node.getAttribute( "nonce" ) - }, doc ); - } - } else { - DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc ); - } - } - } - } - } - } - - return collection; -} - -function remove( elem, selector, keepData ) { - var node, - nodes = selector ? jQuery.filter( selector, elem ) : elem, - i = 0; - - for ( ; ( node = nodes[ i ] ) != null; i++ ) { - if ( !keepData && node.nodeType === 1 ) { - jQuery.cleanData( getAll( node ) ); - } - - if ( node.parentNode ) { - if ( keepData && isAttached( node ) ) { - setGlobalEval( getAll( node, "script" ) ); - } - node.parentNode.removeChild( node ); - } - } - - return elem; -} - -jQuery.extend( { - htmlPrefilter: function( html ) { - return html; - }, - - clone: function( elem, dataAndEvents, deepDataAndEvents ) { - var i, l, srcElements, destElements, - clone = elem.cloneNode( true ), - inPage = isAttached( elem ); - - // Fix IE cloning issues - if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) && - !jQuery.isXMLDoc( elem ) ) { - - // We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2 - destElements = getAll( clone ); - srcElements = getAll( elem ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - fixInput( srcElements[ i ], destElements[ i ] ); - } - } - - // Copy the events from the original to the clone - if ( dataAndEvents ) { - if ( deepDataAndEvents ) { - srcElements = srcElements || getAll( elem ); - destElements = destElements || getAll( clone ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - cloneCopyEvent( srcElements[ i ], destElements[ i ] ); - } - } else { - cloneCopyEvent( elem, clone ); - } - } - - // Preserve script evaluation history - destElements = getAll( clone, "script" ); - if ( destElements.length > 0 ) { - setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); - } - - // Return the cloned set - return clone; - }, - - cleanData: function( elems ) { - var data, elem, type, - special = jQuery.event.special, - i = 0; - - for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) { - if ( acceptData( elem ) ) { - if ( ( data = elem[ dataPriv.expando ] ) ) { - if ( data.events ) { - for ( type in data.events ) { - if ( special[ type ] ) { - jQuery.event.remove( elem, type ); - - // This is a shortcut to avoid jQuery.event.remove's overhead - } else { - jQuery.removeEvent( elem, type, data.handle ); - } - } - } - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataPriv.expando ] = undefined; - } - if ( elem[ dataUser.expando ] ) { - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataUser.expando ] = undefined; - } - } - } - } -} ); - -jQuery.fn.extend( { - detach: function( selector ) { - return remove( this, selector, true ); - }, - - remove: function( selector ) { - return remove( this, selector ); - }, - - text: function( value ) { - return access( this, function( value ) { - return value === undefined ? - jQuery.text( this ) : - this.empty().each( function() { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - this.textContent = value; - } - } ); - }, null, value, arguments.length ); - }, - - append: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.appendChild( elem ); - } - } ); - }, - - prepend: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.insertBefore( elem, target.firstChild ); - } - } ); - }, - - before: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this ); - } - } ); - }, - - after: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this.nextSibling ); - } - } ); - }, - - empty: function() { - var elem, - i = 0; - - for ( ; ( elem = this[ i ] ) != null; i++ ) { - if ( elem.nodeType === 1 ) { - - // Prevent memory leaks - jQuery.cleanData( getAll( elem, false ) ); - - // Remove any remaining nodes - elem.textContent = ""; - } - } - - return this; - }, - - clone: function( dataAndEvents, deepDataAndEvents ) { - dataAndEvents = dataAndEvents == null ? false : dataAndEvents; - deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; - - return this.map( function() { - return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); - } ); - }, - - html: function( value ) { - return access( this, function( value ) { - var elem = this[ 0 ] || {}, - i = 0, - l = this.length; - - if ( value === undefined && elem.nodeType === 1 ) { - return elem.innerHTML; - } - - // See if we can take a shortcut and just use innerHTML - if ( typeof value === "string" && !rnoInnerhtml.test( value ) && - !wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) { - - value = jQuery.htmlPrefilter( value ); - - try { - for ( ; i < l; i++ ) { - elem = this[ i ] || {}; - - // Remove element nodes and prevent memory leaks - if ( elem.nodeType === 1 ) { - jQuery.cleanData( getAll( elem, false ) ); - elem.innerHTML = value; - } - } - - elem = 0; - - // If using innerHTML throws an exception, use the fallback method - } catch ( e ) {} - } - - if ( elem ) { - this.empty().append( value ); - } - }, null, value, arguments.length ); - }, - - replaceWith: function() { - var ignored = []; - - // Make the changes, replacing each non-ignored context element with the new content - return domManip( this, arguments, function( elem ) { - var parent = this.parentNode; - - if ( jQuery.inArray( this, ignored ) < 0 ) { - jQuery.cleanData( getAll( this ) ); - if ( parent ) { - parent.replaceChild( elem, this ); - } - } - - // Force callback invocation - }, ignored ); - } -} ); - -jQuery.each( { - appendTo: "append", - prependTo: "prepend", - insertBefore: "before", - insertAfter: "after", - replaceAll: "replaceWith" -}, function( name, original ) { - jQuery.fn[ name ] = function( selector ) { - var elems, - ret = [], - insert = jQuery( selector ), - last = insert.length - 1, - i = 0; - - for ( ; i <= last; i++ ) { - elems = i === last ? this : this.clone( true ); - jQuery( insert[ i ] )[ original ]( elems ); - - // Support: Android <=4.0 only, PhantomJS 1 only - // .get() because push.apply(_, arraylike) throws on ancient WebKit - push.apply( ret, elems.get() ); - } - - return this.pushStack( ret ); - }; -} ); -var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" ); - -var getStyles = function( elem ) { - - // Support: IE <=11 only, Firefox <=30 (#15098, #14150) - // IE throws on elements created in popups - // FF meanwhile throws on frame elements through "defaultView.getComputedStyle" - var view = elem.ownerDocument.defaultView; - - if ( !view || !view.opener ) { - view = window; - } - - return view.getComputedStyle( elem ); - }; - -var swap = function( elem, options, callback ) { - var ret, name, - old = {}; - - // Remember the old values, and insert the new ones - for ( name in options ) { - old[ name ] = elem.style[ name ]; - elem.style[ name ] = options[ name ]; - } - - ret = callback.call( elem ); - - // Revert the old values - for ( name in options ) { - elem.style[ name ] = old[ name ]; - } - - return ret; -}; - - -var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" ); - - - -( function() { - - // Executing both pixelPosition & boxSizingReliable tests require only one layout - // so they're executed at the same time to save the second computation. - function computeStyleTests() { - - // This is a singleton, we need to execute it only once - if ( !div ) { - return; - } - - container.style.cssText = "position:absolute;left:-11111px;width:60px;" + - "margin-top:1px;padding:0;border:0"; - div.style.cssText = - "position:relative;display:block;box-sizing:border-box;overflow:scroll;" + - "margin:auto;border:1px;padding:1px;" + - "width:60%;top:1%"; - documentElement.appendChild( container ).appendChild( div ); - - var divStyle = window.getComputedStyle( div ); - pixelPositionVal = divStyle.top !== "1%"; - - // Support: Android 4.0 - 4.3 only, Firefox <=3 - 44 - reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12; - - // Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3 - // Some styles come back with percentage values, even though they shouldn't - div.style.right = "60%"; - pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36; - - // Support: IE 9 - 11 only - // Detect misreporting of content dimensions for box-sizing:border-box elements - boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36; - - // Support: IE 9 only - // Detect overflow:scroll screwiness (gh-3699) - // Support: Chrome <=64 - // Don't get tricked when zoom affects offsetWidth (gh-4029) - div.style.position = "absolute"; - scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12; - - documentElement.removeChild( container ); - - // Nullify the div so it wouldn't be stored in the memory and - // it will also be a sign that checks already performed - div = null; - } - - function roundPixelMeasures( measure ) { - return Math.round( parseFloat( measure ) ); - } - - var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal, - reliableTrDimensionsVal, reliableMarginLeftVal, - container = document.createElement( "div" ), - div = document.createElement( "div" ); - - // Finish early in limited (non-browser) environments - if ( !div.style ) { - return; - } - - // Support: IE <=9 - 11 only - // Style of cloned element affects source element cloned (#8908) - div.style.backgroundClip = "content-box"; - div.cloneNode( true ).style.backgroundClip = ""; - support.clearCloneStyle = div.style.backgroundClip === "content-box"; - - jQuery.extend( support, { - boxSizingReliable: function() { - computeStyleTests(); - return boxSizingReliableVal; - }, - pixelBoxStyles: function() { - computeStyleTests(); - return pixelBoxStylesVal; - }, - pixelPosition: function() { - computeStyleTests(); - return pixelPositionVal; - }, - reliableMarginLeft: function() { - computeStyleTests(); - return reliableMarginLeftVal; - }, - scrollboxSize: function() { - computeStyleTests(); - return scrollboxSizeVal; - }, - - // Support: IE 9 - 11+, Edge 15 - 18+ - // IE/Edge misreport `getComputedStyle` of table rows with width/height - // set in CSS while `offset*` properties report correct values. - // Behavior in IE 9 is more subtle than in newer versions & it passes - // some versions of this test; make sure not to make it pass there! - // - // Support: Firefox 70+ - // Only Firefox includes border widths - // in computed dimensions. (gh-4529) - reliableTrDimensions: function() { - var table, tr, trChild, trStyle; - if ( reliableTrDimensionsVal == null ) { - table = document.createElement( "table" ); - tr = document.createElement( "tr" ); - trChild = document.createElement( "div" ); - - table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate"; - tr.style.cssText = "border:1px solid"; - - // Support: Chrome 86+ - // Height set through cssText does not get applied. - // Computed height then comes back as 0. - tr.style.height = "1px"; - trChild.style.height = "9px"; - - // Support: Android 8 Chrome 86+ - // In our bodyBackground.html iframe, - // display for all div elements is set to "inline", - // which causes a problem only in Android 8 Chrome 86. - // Ensuring the div is display: block - // gets around this issue. - trChild.style.display = "block"; - - documentElement - .appendChild( table ) - .appendChild( tr ) - .appendChild( trChild ); - - trStyle = window.getComputedStyle( tr ); - reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) + - parseInt( trStyle.borderTopWidth, 10 ) + - parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight; - - documentElement.removeChild( table ); - } - return reliableTrDimensionsVal; - } - } ); -} )(); - - -function curCSS( elem, name, computed ) { - var width, minWidth, maxWidth, ret, - - // Support: Firefox 51+ - // Retrieving style before computed somehow - // fixes an issue with getting wrong values - // on detached elements - style = elem.style; - - computed = computed || getStyles( elem ); - - // getPropertyValue is needed for: - // .css('filter') (IE 9 only, #12537) - // .css('--customProperty) (#3144) - if ( computed ) { - ret = computed.getPropertyValue( name ) || computed[ name ]; - - if ( ret === "" && !isAttached( elem ) ) { - ret = jQuery.style( elem, name ); - } - - // A tribute to the "awesome hack by Dean Edwards" - // Android Browser returns percentage for some values, - // but width seems to be reliably pixels. - // This is against the CSSOM draft spec: - // https://drafts.csswg.org/cssom/#resolved-values - if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) { - - // Remember the original values - width = style.width; - minWidth = style.minWidth; - maxWidth = style.maxWidth; - - // Put in the new values to get a computed value out - style.minWidth = style.maxWidth = style.width = ret; - ret = computed.width; - - // Revert the changed values - style.width = width; - style.minWidth = minWidth; - style.maxWidth = maxWidth; - } - } - - return ret !== undefined ? - - // Support: IE <=9 - 11 only - // IE returns zIndex value as an integer. - ret + "" : - ret; -} - - -function addGetHookIf( conditionFn, hookFn ) { - - // Define the hook, we'll check on the first run if it's really needed. - return { - get: function() { - if ( conditionFn() ) { - - // Hook not needed (or it's not possible to use it due - // to missing dependency), remove it. - delete this.get; - return; - } - - // Hook needed; redefine it so that the support test is not executed again. - return ( this.get = hookFn ).apply( this, arguments ); - } - }; -} - - -var cssPrefixes = [ "Webkit", "Moz", "ms" ], - emptyStyle = document.createElement( "div" ).style, - vendorProps = {}; - -// Return a vendor-prefixed property or undefined -function vendorPropName( name ) { - - // Check for vendor prefixed names - var capName = name[ 0 ].toUpperCase() + name.slice( 1 ), - i = cssPrefixes.length; - - while ( i-- ) { - name = cssPrefixes[ i ] + capName; - if ( name in emptyStyle ) { - return name; - } - } -} - -// Return a potentially-mapped jQuery.cssProps or vendor prefixed property -function finalPropName( name ) { - var final = jQuery.cssProps[ name ] || vendorProps[ name ]; - - if ( final ) { - return final; - } - if ( name in emptyStyle ) { - return name; - } - return vendorProps[ name ] = vendorPropName( name ) || name; -} - - -var - - // Swappable if display is none or starts with table - // except "table", "table-cell", or "table-caption" - // See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display - rdisplayswap = /^(none|table(?!-c[ea]).+)/, - rcustomProp = /^--/, - cssShow = { position: "absolute", visibility: "hidden", display: "block" }, - cssNormalTransform = { - letterSpacing: "0", - fontWeight: "400" - }; - -function setPositiveNumber( _elem, value, subtract ) { - - // Any relative (+/-) values have already been - // normalized at this point - var matches = rcssNum.exec( value ); - return matches ? - - // Guard against undefined "subtract", e.g., when used as in cssHooks - Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) : - value; -} - -function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) { - var i = dimension === "width" ? 1 : 0, - extra = 0, - delta = 0; - - // Adjustment may not be necessary - if ( box === ( isBorderBox ? "border" : "content" ) ) { - return 0; - } - - for ( ; i < 4; i += 2 ) { - - // Both box models exclude margin - if ( box === "margin" ) { - delta += jQuery.css( elem, box + cssExpand[ i ], true, styles ); - } - - // If we get here with a content-box, we're seeking "padding" or "border" or "margin" - if ( !isBorderBox ) { - - // Add padding - delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - - // For "border" or "margin", add border - if ( box !== "padding" ) { - delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - - // But still keep track of it otherwise - } else { - extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - - // If we get here with a border-box (content + padding + border), we're seeking "content" or - // "padding" or "margin" - } else { - - // For "content", subtract padding - if ( box === "content" ) { - delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - } - - // For "content" or "padding", subtract border - if ( box !== "margin" ) { - delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - } - } - - // Account for positive content-box scroll gutter when requested by providing computedVal - if ( !isBorderBox && computedVal >= 0 ) { - - // offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border - // Assuming integer scroll gutter, subtract the rest and round down - delta += Math.max( 0, Math.ceil( - elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - - computedVal - - delta - - extra - - 0.5 - - // If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter - // Use an explicit zero to avoid NaN (gh-3964) - ) ) || 0; - } - - return delta; -} - -function getWidthOrHeight( elem, dimension, extra ) { - - // Start with computed style - var styles = getStyles( elem ), - - // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322). - // Fake content-box until we know it's needed to know the true value. - boxSizingNeeded = !support.boxSizingReliable() || extra, - isBorderBox = boxSizingNeeded && - jQuery.css( elem, "boxSizing", false, styles ) === "border-box", - valueIsBorderBox = isBorderBox, - - val = curCSS( elem, dimension, styles ), - offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ); - - // Support: Firefox <=54 - // Return a confounding non-pixel value or feign ignorance, as appropriate. - if ( rnumnonpx.test( val ) ) { - if ( !extra ) { - return val; - } - val = "auto"; - } - - - // Support: IE 9 - 11 only - // Use offsetWidth/offsetHeight for when box sizing is unreliable. - // In those cases, the computed value can be trusted to be border-box. - if ( ( !support.boxSizingReliable() && isBorderBox || - - // Support: IE 10 - 11+, Edge 15 - 18+ - // IE/Edge misreport `getComputedStyle` of table rows with width/height - // set in CSS while `offset*` properties report correct values. - // Interestingly, in some cases IE 9 doesn't suffer from this issue. - !support.reliableTrDimensions() && nodeName( elem, "tr" ) || - - // Fall back to offsetWidth/offsetHeight when value is "auto" - // This happens for inline elements with no explicit setting (gh-3571) - val === "auto" || - - // Support: Android <=4.1 - 4.3 only - // Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602) - !parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) && - - // Make sure the element is visible & connected - elem.getClientRects().length ) { - - isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box"; - - // Where available, offsetWidth/offsetHeight approximate border box dimensions. - // Where not available (e.g., SVG), assume unreliable box-sizing and interpret the - // retrieved value as a content box dimension. - valueIsBorderBox = offsetProp in elem; - if ( valueIsBorderBox ) { - val = elem[ offsetProp ]; - } - } - - // Normalize "" and auto - val = parseFloat( val ) || 0; - - // Adjust for the element's box model - return ( val + - boxModelAdjustment( - elem, - dimension, - extra || ( isBorderBox ? "border" : "content" ), - valueIsBorderBox, - styles, - - // Provide the current computed size to request scroll gutter calculation (gh-3589) - val - ) - ) + "px"; -} - -jQuery.extend( { - - // Add in style property hooks for overriding the default - // behavior of getting and setting a style property - cssHooks: { - opacity: { - get: function( elem, computed ) { - if ( computed ) { - - // We should always get a number back from opacity - var ret = curCSS( elem, "opacity" ); - return ret === "" ? "1" : ret; - } - } - } - }, - - // Don't automatically add "px" to these possibly-unitless properties - cssNumber: { - "animationIterationCount": true, - "columnCount": true, - "fillOpacity": true, - "flexGrow": true, - "flexShrink": true, - "fontWeight": true, - "gridArea": true, - "gridColumn": true, - "gridColumnEnd": true, - "gridColumnStart": true, - "gridRow": true, - "gridRowEnd": true, - "gridRowStart": true, - "lineHeight": true, - "opacity": true, - "order": true, - "orphans": true, - "widows": true, - "zIndex": true, - "zoom": true - }, - - // Add in properties whose names you wish to fix before - // setting or getting the value - cssProps: {}, - - // Get and set the style property on a DOM Node - style: function( elem, name, value, extra ) { - - // Don't set styles on text and comment nodes - if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) { - return; - } - - // Make sure that we're working with the right name - var ret, type, hooks, - origName = camelCase( name ), - isCustomProp = rcustomProp.test( name ), - style = elem.style; - - // Make sure that we're working with the right name. We don't - // want to query the value if it is a CSS custom property - // since they are user-defined. - if ( !isCustomProp ) { - name = finalPropName( origName ); - } - - // Gets hook for the prefixed version, then unprefixed version - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // Check if we're setting a value - if ( value !== undefined ) { - type = typeof value; - - // Convert "+=" or "-=" to relative numbers (#7345) - if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) { - value = adjustCSS( elem, name, ret ); - - // Fixes bug #9237 - type = "number"; - } - - // Make sure that null and NaN values aren't set (#7116) - if ( value == null || value !== value ) { - return; - } - - // If a number was passed in, add the unit (except for certain CSS properties) - // The isCustomProp check can be removed in jQuery 4.0 when we only auto-append - // "px" to a few hardcoded values. - if ( type === "number" && !isCustomProp ) { - value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" ); - } - - // background-* props affect original clone's values - if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) { - style[ name ] = "inherit"; - } - - // If a hook was provided, use that value, otherwise just set the specified value - if ( !hooks || !( "set" in hooks ) || - ( value = hooks.set( elem, value, extra ) ) !== undefined ) { - - if ( isCustomProp ) { - style.setProperty( name, value ); - } else { - style[ name ] = value; - } - } - - } else { - - // If a hook was provided get the non-computed value from there - if ( hooks && "get" in hooks && - ( ret = hooks.get( elem, false, extra ) ) !== undefined ) { - - return ret; - } - - // Otherwise just get the value from the style object - return style[ name ]; - } - }, - - css: function( elem, name, extra, styles ) { - var val, num, hooks, - origName = camelCase( name ), - isCustomProp = rcustomProp.test( name ); - - // Make sure that we're working with the right name. We don't - // want to modify the value if it is a CSS custom property - // since they are user-defined. - if ( !isCustomProp ) { - name = finalPropName( origName ); - } - - // Try prefixed name followed by the unprefixed name - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // If a hook was provided get the computed value from there - if ( hooks && "get" in hooks ) { - val = hooks.get( elem, true, extra ); - } - - // Otherwise, if a way to get the computed value exists, use that - if ( val === undefined ) { - val = curCSS( elem, name, styles ); - } - - // Convert "normal" to computed value - if ( val === "normal" && name in cssNormalTransform ) { - val = cssNormalTransform[ name ]; - } - - // Make numeric if forced or a qualifier was provided and val looks numeric - if ( extra === "" || extra ) { - num = parseFloat( val ); - return extra === true || isFinite( num ) ? num || 0 : val; - } - - return val; - } -} ); - -jQuery.each( [ "height", "width" ], function( _i, dimension ) { - jQuery.cssHooks[ dimension ] = { - get: function( elem, computed, extra ) { - if ( computed ) { - - // Certain elements can have dimension info if we invisibly show them - // but it must have a current display style that would benefit - return rdisplayswap.test( jQuery.css( elem, "display" ) ) && - - // Support: Safari 8+ - // Table columns in Safari have non-zero offsetWidth & zero - // getBoundingClientRect().width unless display is changed. - // Support: IE <=11 only - // Running getBoundingClientRect on a disconnected node - // in IE throws an error. - ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? - swap( elem, cssShow, function() { - return getWidthOrHeight( elem, dimension, extra ); - } ) : - getWidthOrHeight( elem, dimension, extra ); - } - }, - - set: function( elem, value, extra ) { - var matches, - styles = getStyles( elem ), - - // Only read styles.position if the test has a chance to fail - // to avoid forcing a reflow. - scrollboxSizeBuggy = !support.scrollboxSize() && - styles.position === "absolute", - - // To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991) - boxSizingNeeded = scrollboxSizeBuggy || extra, - isBorderBox = boxSizingNeeded && - jQuery.css( elem, "boxSizing", false, styles ) === "border-box", - subtract = extra ? - boxModelAdjustment( - elem, - dimension, - extra, - isBorderBox, - styles - ) : - 0; - - // Account for unreliable border-box dimensions by comparing offset* to computed and - // faking a content-box to get border and padding (gh-3699) - if ( isBorderBox && scrollboxSizeBuggy ) { - subtract -= Math.ceil( - elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] - - parseFloat( styles[ dimension ] ) - - boxModelAdjustment( elem, dimension, "border", false, styles ) - - 0.5 - ); - } - - // Convert to pixels if value adjustment is needed - if ( subtract && ( matches = rcssNum.exec( value ) ) && - ( matches[ 3 ] || "px" ) !== "px" ) { - - elem.style[ dimension ] = value; - value = jQuery.css( elem, dimension ); - } - - return setPositiveNumber( elem, value, subtract ); - } - }; -} ); - -jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft, - function( elem, computed ) { - if ( computed ) { - return ( parseFloat( curCSS( elem, "marginLeft" ) ) || - elem.getBoundingClientRect().left - - swap( elem, { marginLeft: 0 }, function() { - return elem.getBoundingClientRect().left; - } ) - ) + "px"; - } - } -); - -// These hooks are used by animate to expand properties -jQuery.each( { - margin: "", - padding: "", - border: "Width" -}, function( prefix, suffix ) { - jQuery.cssHooks[ prefix + suffix ] = { - expand: function( value ) { - var i = 0, - expanded = {}, - - // Assumes a single number if not a string - parts = typeof value === "string" ? value.split( " " ) : [ value ]; - - for ( ; i < 4; i++ ) { - expanded[ prefix + cssExpand[ i ] + suffix ] = - parts[ i ] || parts[ i - 2 ] || parts[ 0 ]; - } - - return expanded; - } - }; - - if ( prefix !== "margin" ) { - jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber; - } -} ); - -jQuery.fn.extend( { - css: function( name, value ) { - return access( this, function( elem, name, value ) { - var styles, len, - map = {}, - i = 0; - - if ( Array.isArray( name ) ) { - styles = getStyles( elem ); - len = name.length; - - for ( ; i < len; i++ ) { - map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles ); - } - - return map; - } - - return value !== undefined ? - jQuery.style( elem, name, value ) : - jQuery.css( elem, name ); - }, name, value, arguments.length > 1 ); - } -} ); - - -function Tween( elem, options, prop, end, easing ) { - return new Tween.prototype.init( elem, options, prop, end, easing ); -} -jQuery.Tween = Tween; - -Tween.prototype = { - constructor: Tween, - init: function( elem, options, prop, end, easing, unit ) { - this.elem = elem; - this.prop = prop; - this.easing = easing || jQuery.easing._default; - this.options = options; - this.start = this.now = this.cur(); - this.end = end; - this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" ); - }, - cur: function() { - var hooks = Tween.propHooks[ this.prop ]; - - return hooks && hooks.get ? - hooks.get( this ) : - Tween.propHooks._default.get( this ); - }, - run: function( percent ) { - var eased, - hooks = Tween.propHooks[ this.prop ]; - - if ( this.options.duration ) { - this.pos = eased = jQuery.easing[ this.easing ]( - percent, this.options.duration * percent, 0, 1, this.options.duration - ); - } else { - this.pos = eased = percent; - } - this.now = ( this.end - this.start ) * eased + this.start; - - if ( this.options.step ) { - this.options.step.call( this.elem, this.now, this ); - } - - if ( hooks && hooks.set ) { - hooks.set( this ); - } else { - Tween.propHooks._default.set( this ); - } - return this; - } -}; - -Tween.prototype.init.prototype = Tween.prototype; - -Tween.propHooks = { - _default: { - get: function( tween ) { - var result; - - // Use a property on the element directly when it is not a DOM element, - // or when there is no matching style property that exists. - if ( tween.elem.nodeType !== 1 || - tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) { - return tween.elem[ tween.prop ]; - } - - // Passing an empty string as a 3rd parameter to .css will automatically - // attempt a parseFloat and fallback to a string if the parse fails. - // Simple values such as "10px" are parsed to Float; - // complex values such as "rotate(1rad)" are returned as-is. - result = jQuery.css( tween.elem, tween.prop, "" ); - - // Empty strings, null, undefined and "auto" are converted to 0. - return !result || result === "auto" ? 0 : result; - }, - set: function( tween ) { - - // Use step hook for back compat. - // Use cssHook if its there. - // Use .style if available and use plain properties where available. - if ( jQuery.fx.step[ tween.prop ] ) { - jQuery.fx.step[ tween.prop ]( tween ); - } else if ( tween.elem.nodeType === 1 && ( - jQuery.cssHooks[ tween.prop ] || - tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) { - jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); - } else { - tween.elem[ tween.prop ] = tween.now; - } - } - } -}; - -// Support: IE <=9 only -// Panic based approach to setting things on disconnected nodes -Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = { - set: function( tween ) { - if ( tween.elem.nodeType && tween.elem.parentNode ) { - tween.elem[ tween.prop ] = tween.now; - } - } -}; - -jQuery.easing = { - linear: function( p ) { - return p; - }, - swing: function( p ) { - return 0.5 - Math.cos( p * Math.PI ) / 2; - }, - _default: "swing" -}; - -jQuery.fx = Tween.prototype.init; - -// Back compat <1.8 extension point -jQuery.fx.step = {}; - - - - -var - fxNow, inProgress, - rfxtypes = /^(?:toggle|show|hide)$/, - rrun = /queueHooks$/; - -function schedule() { - if ( inProgress ) { - if ( document.hidden === false && window.requestAnimationFrame ) { - window.requestAnimationFrame( schedule ); - } else { - window.setTimeout( schedule, jQuery.fx.interval ); - } - - jQuery.fx.tick(); - } -} - -// Animations created synchronously will run synchronously -function createFxNow() { - window.setTimeout( function() { - fxNow = undefined; - } ); - return ( fxNow = Date.now() ); -} - -// Generate parameters to create a standard animation -function genFx( type, includeWidth ) { - var which, - i = 0, - attrs = { height: type }; - - // If we include width, step value is 1 to do all cssExpand values, - // otherwise step value is 2 to skip over Left and Right - includeWidth = includeWidth ? 1 : 0; - for ( ; i < 4; i += 2 - includeWidth ) { - which = cssExpand[ i ]; - attrs[ "margin" + which ] = attrs[ "padding" + which ] = type; - } - - if ( includeWidth ) { - attrs.opacity = attrs.width = type; - } - - return attrs; -} - -function createTween( value, prop, animation ) { - var tween, - collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ), - index = 0, - length = collection.length; - for ( ; index < length; index++ ) { - if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) { - - // We're done with this property - return tween; - } - } -} - -function defaultPrefilter( elem, props, opts ) { - var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display, - isBox = "width" in props || "height" in props, - anim = this, - orig = {}, - style = elem.style, - hidden = elem.nodeType && isHiddenWithinTree( elem ), - dataShow = dataPriv.get( elem, "fxshow" ); - - // Queue-skipping animations hijack the fx hooks - if ( !opts.queue ) { - hooks = jQuery._queueHooks( elem, "fx" ); - if ( hooks.unqueued == null ) { - hooks.unqueued = 0; - oldfire = hooks.empty.fire; - hooks.empty.fire = function() { - if ( !hooks.unqueued ) { - oldfire(); - } - }; - } - hooks.unqueued++; - - anim.always( function() { - - // Ensure the complete handler is called before this completes - anim.always( function() { - hooks.unqueued--; - if ( !jQuery.queue( elem, "fx" ).length ) { - hooks.empty.fire(); - } - } ); - } ); - } - - // Detect show/hide animations - for ( prop in props ) { - value = props[ prop ]; - if ( rfxtypes.test( value ) ) { - delete props[ prop ]; - toggle = toggle || value === "toggle"; - if ( value === ( hidden ? "hide" : "show" ) ) { - - // Pretend to be hidden if this is a "show" and - // there is still data from a stopped show/hide - if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) { - hidden = true; - - // Ignore all other no-op show/hide data - } else { - continue; - } - } - orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop ); - } - } - - // Bail out if this is a no-op like .hide().hide() - propTween = !jQuery.isEmptyObject( props ); - if ( !propTween && jQuery.isEmptyObject( orig ) ) { - return; - } - - // Restrict "overflow" and "display" styles during box animations - if ( isBox && elem.nodeType === 1 ) { - - // Support: IE <=9 - 11, Edge 12 - 15 - // Record all 3 overflow attributes because IE does not infer the shorthand - // from identically-valued overflowX and overflowY and Edge just mirrors - // the overflowX value there. - opts.overflow = [ style.overflow, style.overflowX, style.overflowY ]; - - // Identify a display type, preferring old show/hide data over the CSS cascade - restoreDisplay = dataShow && dataShow.display; - if ( restoreDisplay == null ) { - restoreDisplay = dataPriv.get( elem, "display" ); - } - display = jQuery.css( elem, "display" ); - if ( display === "none" ) { - if ( restoreDisplay ) { - display = restoreDisplay; - } else { - - // Get nonempty value(s) by temporarily forcing visibility - showHide( [ elem ], true ); - restoreDisplay = elem.style.display || restoreDisplay; - display = jQuery.css( elem, "display" ); - showHide( [ elem ] ); - } - } - - // Animate inline elements as inline-block - if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) { - if ( jQuery.css( elem, "float" ) === "none" ) { - - // Restore the original display value at the end of pure show/hide animations - if ( !propTween ) { - anim.done( function() { - style.display = restoreDisplay; - } ); - if ( restoreDisplay == null ) { - display = style.display; - restoreDisplay = display === "none" ? "" : display; - } - } - style.display = "inline-block"; - } - } - } - - if ( opts.overflow ) { - style.overflow = "hidden"; - anim.always( function() { - style.overflow = opts.overflow[ 0 ]; - style.overflowX = opts.overflow[ 1 ]; - style.overflowY = opts.overflow[ 2 ]; - } ); - } - - // Implement show/hide animations - propTween = false; - for ( prop in orig ) { - - // General show/hide setup for this element animation - if ( !propTween ) { - if ( dataShow ) { - if ( "hidden" in dataShow ) { - hidden = dataShow.hidden; - } - } else { - dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } ); - } - - // Store hidden/visible for toggle so `.stop().toggle()` "reverses" - if ( toggle ) { - dataShow.hidden = !hidden; - } - - // Show elements before animating them - if ( hidden ) { - showHide( [ elem ], true ); - } - - /* eslint-disable no-loop-func */ - - anim.done( function() { - - /* eslint-enable no-loop-func */ - - // The final step of a "hide" animation is actually hiding the element - if ( !hidden ) { - showHide( [ elem ] ); - } - dataPriv.remove( elem, "fxshow" ); - for ( prop in orig ) { - jQuery.style( elem, prop, orig[ prop ] ); - } - } ); - } - - // Per-property setup - propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim ); - if ( !( prop in dataShow ) ) { - dataShow[ prop ] = propTween.start; - if ( hidden ) { - propTween.end = propTween.start; - propTween.start = 0; - } - } - } -} - -function propFilter( props, specialEasing ) { - var index, name, easing, value, hooks; - - // camelCase, specialEasing and expand cssHook pass - for ( index in props ) { - name = camelCase( index ); - easing = specialEasing[ name ]; - value = props[ index ]; - if ( Array.isArray( value ) ) { - easing = value[ 1 ]; - value = props[ index ] = value[ 0 ]; - } - - if ( index !== name ) { - props[ name ] = value; - delete props[ index ]; - } - - hooks = jQuery.cssHooks[ name ]; - if ( hooks && "expand" in hooks ) { - value = hooks.expand( value ); - delete props[ name ]; - - // Not quite $.extend, this won't overwrite existing keys. - // Reusing 'index' because we have the correct "name" - for ( index in value ) { - if ( !( index in props ) ) { - props[ index ] = value[ index ]; - specialEasing[ index ] = easing; - } - } - } else { - specialEasing[ name ] = easing; - } - } -} - -function Animation( elem, properties, options ) { - var result, - stopped, - index = 0, - length = Animation.prefilters.length, - deferred = jQuery.Deferred().always( function() { - - // Don't match elem in the :animated selector - delete tick.elem; - } ), - tick = function() { - if ( stopped ) { - return false; - } - var currentTime = fxNow || createFxNow(), - remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ), - - // Support: Android 2.3 only - // Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497) - temp = remaining / animation.duration || 0, - percent = 1 - temp, - index = 0, - length = animation.tweens.length; - - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( percent ); - } - - deferred.notifyWith( elem, [ animation, percent, remaining ] ); - - // If there's more to do, yield - if ( percent < 1 && length ) { - return remaining; - } - - // If this was an empty animation, synthesize a final progress notification - if ( !length ) { - deferred.notifyWith( elem, [ animation, 1, 0 ] ); - } - - // Resolve the animation and report its conclusion - deferred.resolveWith( elem, [ animation ] ); - return false; - }, - animation = deferred.promise( { - elem: elem, - props: jQuery.extend( {}, properties ), - opts: jQuery.extend( true, { - specialEasing: {}, - easing: jQuery.easing._default - }, options ), - originalProperties: properties, - originalOptions: options, - startTime: fxNow || createFxNow(), - duration: options.duration, - tweens: [], - createTween: function( prop, end ) { - var tween = jQuery.Tween( elem, animation.opts, prop, end, - animation.opts.specialEasing[ prop ] || animation.opts.easing ); - animation.tweens.push( tween ); - return tween; - }, - stop: function( gotoEnd ) { - var index = 0, - - // If we are going to the end, we want to run all the tweens - // otherwise we skip this part - length = gotoEnd ? animation.tweens.length : 0; - if ( stopped ) { - return this; - } - stopped = true; - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( 1 ); - } - - // Resolve when we played the last frame; otherwise, reject - if ( gotoEnd ) { - deferred.notifyWith( elem, [ animation, 1, 0 ] ); - deferred.resolveWith( elem, [ animation, gotoEnd ] ); - } else { - deferred.rejectWith( elem, [ animation, gotoEnd ] ); - } - return this; - } - } ), - props = animation.props; - - propFilter( props, animation.opts.specialEasing ); - - for ( ; index < length; index++ ) { - result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts ); - if ( result ) { - if ( isFunction( result.stop ) ) { - jQuery._queueHooks( animation.elem, animation.opts.queue ).stop = - result.stop.bind( result ); - } - return result; - } - } - - jQuery.map( props, createTween, animation ); - - if ( isFunction( animation.opts.start ) ) { - animation.opts.start.call( elem, animation ); - } - - // Attach callbacks from options - animation - .progress( animation.opts.progress ) - .done( animation.opts.done, animation.opts.complete ) - .fail( animation.opts.fail ) - .always( animation.opts.always ); - - jQuery.fx.timer( - jQuery.extend( tick, { - elem: elem, - anim: animation, - queue: animation.opts.queue - } ) - ); - - return animation; -} - -jQuery.Animation = jQuery.extend( Animation, { - - tweeners: { - "*": [ function( prop, value ) { - var tween = this.createTween( prop, value ); - adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween ); - return tween; - } ] - }, - - tweener: function( props, callback ) { - if ( isFunction( props ) ) { - callback = props; - props = [ "*" ]; - } else { - props = props.match( rnothtmlwhite ); - } - - var prop, - index = 0, - length = props.length; - - for ( ; index < length; index++ ) { - prop = props[ index ]; - Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || []; - Animation.tweeners[ prop ].unshift( callback ); - } - }, - - prefilters: [ defaultPrefilter ], - - prefilter: function( callback, prepend ) { - if ( prepend ) { - Animation.prefilters.unshift( callback ); - } else { - Animation.prefilters.push( callback ); - } - } -} ); - -jQuery.speed = function( speed, easing, fn ) { - var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : { - complete: fn || !fn && easing || - isFunction( speed ) && speed, - duration: speed, - easing: fn && easing || easing && !isFunction( easing ) && easing - }; - - // Go to the end state if fx are off - if ( jQuery.fx.off ) { - opt.duration = 0; - - } else { - if ( typeof opt.duration !== "number" ) { - if ( opt.duration in jQuery.fx.speeds ) { - opt.duration = jQuery.fx.speeds[ opt.duration ]; - - } else { - opt.duration = jQuery.fx.speeds._default; - } - } - } - - // Normalize opt.queue - true/undefined/null -> "fx" - if ( opt.queue == null || opt.queue === true ) { - opt.queue = "fx"; - } - - // Queueing - opt.old = opt.complete; - - opt.complete = function() { - if ( isFunction( opt.old ) ) { - opt.old.call( this ); - } - - if ( opt.queue ) { - jQuery.dequeue( this, opt.queue ); - } - }; - - return opt; -}; - -jQuery.fn.extend( { - fadeTo: function( speed, to, easing, callback ) { - - // Show any hidden elements after setting opacity to 0 - return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show() - - // Animate to the value specified - .end().animate( { opacity: to }, speed, easing, callback ); - }, - animate: function( prop, speed, easing, callback ) { - var empty = jQuery.isEmptyObject( prop ), - optall = jQuery.speed( speed, easing, callback ), - doAnimation = function() { - - // Operate on a copy of prop so per-property easing won't be lost - var anim = Animation( this, jQuery.extend( {}, prop ), optall ); - - // Empty animations, or finishing resolves immediately - if ( empty || dataPriv.get( this, "finish" ) ) { - anim.stop( true ); - } - }; - - doAnimation.finish = doAnimation; - - return empty || optall.queue === false ? - this.each( doAnimation ) : - this.queue( optall.queue, doAnimation ); - }, - stop: function( type, clearQueue, gotoEnd ) { - var stopQueue = function( hooks ) { - var stop = hooks.stop; - delete hooks.stop; - stop( gotoEnd ); - }; - - if ( typeof type !== "string" ) { - gotoEnd = clearQueue; - clearQueue = type; - type = undefined; - } - if ( clearQueue ) { - this.queue( type || "fx", [] ); - } - - return this.each( function() { - var dequeue = true, - index = type != null && type + "queueHooks", - timers = jQuery.timers, - data = dataPriv.get( this ); - - if ( index ) { - if ( data[ index ] && data[ index ].stop ) { - stopQueue( data[ index ] ); - } - } else { - for ( index in data ) { - if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) { - stopQueue( data[ index ] ); - } - } - } - - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && - ( type == null || timers[ index ].queue === type ) ) { - - timers[ index ].anim.stop( gotoEnd ); - dequeue = false; - timers.splice( index, 1 ); - } - } - - // Start the next in the queue if the last step wasn't forced. - // Timers currently will call their complete callbacks, which - // will dequeue but only if they were gotoEnd. - if ( dequeue || !gotoEnd ) { - jQuery.dequeue( this, type ); - } - } ); - }, - finish: function( type ) { - if ( type !== false ) { - type = type || "fx"; - } - return this.each( function() { - var index, - data = dataPriv.get( this ), - queue = data[ type + "queue" ], - hooks = data[ type + "queueHooks" ], - timers = jQuery.timers, - length = queue ? queue.length : 0; - - // Enable finishing flag on private data - data.finish = true; - - // Empty the queue first - jQuery.queue( this, type, [] ); - - if ( hooks && hooks.stop ) { - hooks.stop.call( this, true ); - } - - // Look for any active animations, and finish them - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && timers[ index ].queue === type ) { - timers[ index ].anim.stop( true ); - timers.splice( index, 1 ); - } - } - - // Look for any animations in the old queue and finish them - for ( index = 0; index < length; index++ ) { - if ( queue[ index ] && queue[ index ].finish ) { - queue[ index ].finish.call( this ); - } - } - - // Turn off finishing flag - delete data.finish; - } ); - } -} ); - -jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) { - var cssFn = jQuery.fn[ name ]; - jQuery.fn[ name ] = function( speed, easing, callback ) { - return speed == null || typeof speed === "boolean" ? - cssFn.apply( this, arguments ) : - this.animate( genFx( name, true ), speed, easing, callback ); - }; -} ); - -// Generate shortcuts for custom animations -jQuery.each( { - slideDown: genFx( "show" ), - slideUp: genFx( "hide" ), - slideToggle: genFx( "toggle" ), - fadeIn: { opacity: "show" }, - fadeOut: { opacity: "hide" }, - fadeToggle: { opacity: "toggle" } -}, function( name, props ) { - jQuery.fn[ name ] = function( speed, easing, callback ) { - return this.animate( props, speed, easing, callback ); - }; -} ); - -jQuery.timers = []; -jQuery.fx.tick = function() { - var timer, - i = 0, - timers = jQuery.timers; - - fxNow = Date.now(); - - for ( ; i < timers.length; i++ ) { - timer = timers[ i ]; - - // Run the timer and safely remove it when done (allowing for external removal) - if ( !timer() && timers[ i ] === timer ) { - timers.splice( i--, 1 ); - } - } - - if ( !timers.length ) { - jQuery.fx.stop(); - } - fxNow = undefined; -}; - -jQuery.fx.timer = function( timer ) { - jQuery.timers.push( timer ); - jQuery.fx.start(); -}; - -jQuery.fx.interval = 13; -jQuery.fx.start = function() { - if ( inProgress ) { - return; - } - - inProgress = true; - schedule(); -}; - -jQuery.fx.stop = function() { - inProgress = null; -}; - -jQuery.fx.speeds = { - slow: 600, - fast: 200, - - // Default speed - _default: 400 -}; - - -// Based off of the plugin by Clint Helfers, with permission. -// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/ -jQuery.fn.delay = function( time, type ) { - time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time; - type = type || "fx"; - - return this.queue( type, function( next, hooks ) { - var timeout = window.setTimeout( next, time ); - hooks.stop = function() { - window.clearTimeout( timeout ); - }; - } ); -}; - - -( function() { - var input = document.createElement( "input" ), - select = document.createElement( "select" ), - opt = select.appendChild( document.createElement( "option" ) ); - - input.type = "checkbox"; - - // Support: Android <=4.3 only - // Default value for a checkbox should be "on" - support.checkOn = input.value !== ""; - - // Support: IE <=11 only - // Must access selectedIndex to make default options select - support.optSelected = opt.selected; - - // Support: IE <=11 only - // An input loses its value after becoming a radio - input = document.createElement( "input" ); - input.value = "t"; - input.type = "radio"; - support.radioValue = input.value === "t"; -} )(); - - -var boolHook, - attrHandle = jQuery.expr.attrHandle; - -jQuery.fn.extend( { - attr: function( name, value ) { - return access( this, jQuery.attr, name, value, arguments.length > 1 ); - }, - - removeAttr: function( name ) { - return this.each( function() { - jQuery.removeAttr( this, name ); - } ); - } -} ); - -jQuery.extend( { - attr: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set attributes on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - // Fallback to prop when attributes are not supported - if ( typeof elem.getAttribute === "undefined" ) { - return jQuery.prop( elem, name, value ); - } - - // Attribute hooks are determined by the lowercase version - // Grab necessary hook if one is defined - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - hooks = jQuery.attrHooks[ name.toLowerCase() ] || - ( jQuery.expr.match.bool.test( name ) ? boolHook : undefined ); - } - - if ( value !== undefined ) { - if ( value === null ) { - jQuery.removeAttr( elem, name ); - return; - } - - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - elem.setAttribute( name, value + "" ); - return value; - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - ret = jQuery.find.attr( elem, name ); - - // Non-existent attributes return null, we normalize to undefined - return ret == null ? undefined : ret; - }, - - attrHooks: { - type: { - set: function( elem, value ) { - if ( !support.radioValue && value === "radio" && - nodeName( elem, "input" ) ) { - var val = elem.value; - elem.setAttribute( "type", value ); - if ( val ) { - elem.value = val; - } - return value; - } - } - } - }, - - removeAttr: function( elem, value ) { - var name, - i = 0, - - // Attribute names can contain non-HTML whitespace characters - // https://html.spec.whatwg.org/multipage/syntax.html#attributes-2 - attrNames = value && value.match( rnothtmlwhite ); - - if ( attrNames && elem.nodeType === 1 ) { - while ( ( name = attrNames[ i++ ] ) ) { - elem.removeAttribute( name ); - } - } - } -} ); - -// Hooks for boolean attributes -boolHook = { - set: function( elem, value, name ) { - if ( value === false ) { - - // Remove boolean attributes when set to false - jQuery.removeAttr( elem, name ); - } else { - elem.setAttribute( name, name ); - } - return name; - } -}; - -jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) { - var getter = attrHandle[ name ] || jQuery.find.attr; - - attrHandle[ name ] = function( elem, name, isXML ) { - var ret, handle, - lowercaseName = name.toLowerCase(); - - if ( !isXML ) { - - // Avoid an infinite loop by temporarily removing this function from the getter - handle = attrHandle[ lowercaseName ]; - attrHandle[ lowercaseName ] = ret; - ret = getter( elem, name, isXML ) != null ? - lowercaseName : - null; - attrHandle[ lowercaseName ] = handle; - } - return ret; - }; -} ); - - - - -var rfocusable = /^(?:input|select|textarea|button)$/i, - rclickable = /^(?:a|area)$/i; - -jQuery.fn.extend( { - prop: function( name, value ) { - return access( this, jQuery.prop, name, value, arguments.length > 1 ); - }, - - removeProp: function( name ) { - return this.each( function() { - delete this[ jQuery.propFix[ name ] || name ]; - } ); - } -} ); - -jQuery.extend( { - prop: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set properties on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - - // Fix name and attach hooks - name = jQuery.propFix[ name ] || name; - hooks = jQuery.propHooks[ name ]; - } - - if ( value !== undefined ) { - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - return ( elem[ name ] = value ); - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - return elem[ name ]; - }, - - propHooks: { - tabIndex: { - get: function( elem ) { - - // Support: IE <=9 - 11 only - // elem.tabIndex doesn't always return the - // correct value when it hasn't been explicitly set - // https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/ - // Use proper attribute retrieval(#12072) - var tabindex = jQuery.find.attr( elem, "tabindex" ); - - if ( tabindex ) { - return parseInt( tabindex, 10 ); - } - - if ( - rfocusable.test( elem.nodeName ) || - rclickable.test( elem.nodeName ) && - elem.href - ) { - return 0; - } - - return -1; - } - } - }, - - propFix: { - "for": "htmlFor", - "class": "className" - } -} ); - -// Support: IE <=11 only -// Accessing the selectedIndex property -// forces the browser to respect setting selected -// on the option -// The getter ensures a default option is selected -// when in an optgroup -// eslint rule "no-unused-expressions" is disabled for this code -// since it considers such accessions noop -if ( !support.optSelected ) { - jQuery.propHooks.selected = { - get: function( elem ) { - - /* eslint no-unused-expressions: "off" */ - - var parent = elem.parentNode; - if ( parent && parent.parentNode ) { - parent.parentNode.selectedIndex; - } - return null; - }, - set: function( elem ) { - - /* eslint no-unused-expressions: "off" */ - - var parent = elem.parentNode; - if ( parent ) { - parent.selectedIndex; - - if ( parent.parentNode ) { - parent.parentNode.selectedIndex; - } - } - } - }; -} - -jQuery.each( [ - "tabIndex", - "readOnly", - "maxLength", - "cellSpacing", - "cellPadding", - "rowSpan", - "colSpan", - "useMap", - "frameBorder", - "contentEditable" -], function() { - jQuery.propFix[ this.toLowerCase() ] = this; -} ); - - - - - // Strip and collapse whitespace according to HTML spec - // https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace - function stripAndCollapse( value ) { - var tokens = value.match( rnothtmlwhite ) || []; - return tokens.join( " " ); - } - - -function getClass( elem ) { - return elem.getAttribute && elem.getAttribute( "class" ) || ""; -} - -function classesToArray( value ) { - if ( Array.isArray( value ) ) { - return value; - } - if ( typeof value === "string" ) { - return value.match( rnothtmlwhite ) || []; - } - return []; -} - -jQuery.fn.extend( { - addClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).addClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - classes = classesToArray( value ); - - if ( classes.length ) { - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - if ( cur.indexOf( " " + clazz + " " ) < 0 ) { - cur += clazz + " "; - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = stripAndCollapse( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - removeClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - if ( !arguments.length ) { - return this.attr( "class", "" ); - } - - classes = classesToArray( value ); - - if ( classes.length ) { - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - - // This expression is here for better compressibility (see addClass) - cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - - // Remove *all* instances - while ( cur.indexOf( " " + clazz + " " ) > -1 ) { - cur = cur.replace( " " + clazz + " ", " " ); - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = stripAndCollapse( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - toggleClass: function( value, stateVal ) { - var type = typeof value, - isValidValue = type === "string" || Array.isArray( value ); - - if ( typeof stateVal === "boolean" && isValidValue ) { - return stateVal ? this.addClass( value ) : this.removeClass( value ); - } - - if ( isFunction( value ) ) { - return this.each( function( i ) { - jQuery( this ).toggleClass( - value.call( this, i, getClass( this ), stateVal ), - stateVal - ); - } ); - } - - return this.each( function() { - var className, i, self, classNames; - - if ( isValidValue ) { - - // Toggle individual class names - i = 0; - self = jQuery( this ); - classNames = classesToArray( value ); - - while ( ( className = classNames[ i++ ] ) ) { - - // Check each className given, space separated list - if ( self.hasClass( className ) ) { - self.removeClass( className ); - } else { - self.addClass( className ); - } - } - - // Toggle whole class name - } else if ( value === undefined || type === "boolean" ) { - className = getClass( this ); - if ( className ) { - - // Store className if set - dataPriv.set( this, "__className__", className ); - } - - // If the element has a class name or if we're passed `false`, - // then remove the whole classname (if there was one, the above saved it). - // Otherwise bring back whatever was previously saved (if anything), - // falling back to the empty string if nothing was stored. - if ( this.setAttribute ) { - this.setAttribute( "class", - className || value === false ? - "" : - dataPriv.get( this, "__className__" ) || "" - ); - } - } - } ); - }, - - hasClass: function( selector ) { - var className, elem, - i = 0; - - className = " " + selector + " "; - while ( ( elem = this[ i++ ] ) ) { - if ( elem.nodeType === 1 && - ( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) { - return true; - } - } - - return false; - } -} ); - - - - -var rreturn = /\r/g; - -jQuery.fn.extend( { - val: function( value ) { - var hooks, ret, valueIsFunction, - elem = this[ 0 ]; - - if ( !arguments.length ) { - if ( elem ) { - hooks = jQuery.valHooks[ elem.type ] || - jQuery.valHooks[ elem.nodeName.toLowerCase() ]; - - if ( hooks && - "get" in hooks && - ( ret = hooks.get( elem, "value" ) ) !== undefined - ) { - return ret; - } - - ret = elem.value; - - // Handle most common string cases - if ( typeof ret === "string" ) { - return ret.replace( rreturn, "" ); - } - - // Handle cases where value is null/undef or number - return ret == null ? "" : ret; - } - - return; - } - - valueIsFunction = isFunction( value ); - - return this.each( function( i ) { - var val; - - if ( this.nodeType !== 1 ) { - return; - } - - if ( valueIsFunction ) { - val = value.call( this, i, jQuery( this ).val() ); - } else { - val = value; - } - - // Treat null/undefined as ""; convert numbers to string - if ( val == null ) { - val = ""; - - } else if ( typeof val === "number" ) { - val += ""; - - } else if ( Array.isArray( val ) ) { - val = jQuery.map( val, function( value ) { - return value == null ? "" : value + ""; - } ); - } - - hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ]; - - // If set returns undefined, fall back to normal setting - if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) { - this.value = val; - } - } ); - } -} ); - -jQuery.extend( { - valHooks: { - option: { - get: function( elem ) { - - var val = jQuery.find.attr( elem, "value" ); - return val != null ? - val : - - // Support: IE <=10 - 11 only - // option.text throws exceptions (#14686, #14858) - // Strip and collapse whitespace - // https://html.spec.whatwg.org/#strip-and-collapse-whitespace - stripAndCollapse( jQuery.text( elem ) ); - } - }, - select: { - get: function( elem ) { - var value, option, i, - options = elem.options, - index = elem.selectedIndex, - one = elem.type === "select-one", - values = one ? null : [], - max = one ? index + 1 : options.length; - - if ( index < 0 ) { - i = max; - - } else { - i = one ? index : 0; - } - - // Loop through all the selected options - for ( ; i < max; i++ ) { - option = options[ i ]; - - // Support: IE <=9 only - // IE8-9 doesn't update selected after form reset (#2551) - if ( ( option.selected || i === index ) && - - // Don't return options that are disabled or in a disabled optgroup - !option.disabled && - ( !option.parentNode.disabled || - !nodeName( option.parentNode, "optgroup" ) ) ) { - - // Get the specific value for the option - value = jQuery( option ).val(); - - // We don't need an array for one selects - if ( one ) { - return value; - } - - // Multi-Selects return an array - values.push( value ); - } - } - - return values; - }, - - set: function( elem, value ) { - var optionSet, option, - options = elem.options, - values = jQuery.makeArray( value ), - i = options.length; - - while ( i-- ) { - option = options[ i ]; - - /* eslint-disable no-cond-assign */ - - if ( option.selected = - jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1 - ) { - optionSet = true; - } - - /* eslint-enable no-cond-assign */ - } - - // Force browsers to behave consistently when non-matching value is set - if ( !optionSet ) { - elem.selectedIndex = -1; - } - return values; - } - } - } -} ); - -// Radios and checkboxes getter/setter -jQuery.each( [ "radio", "checkbox" ], function() { - jQuery.valHooks[ this ] = { - set: function( elem, value ) { - if ( Array.isArray( value ) ) { - return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 ); - } - } - }; - if ( !support.checkOn ) { - jQuery.valHooks[ this ].get = function( elem ) { - return elem.getAttribute( "value" ) === null ? "on" : elem.value; - }; - } -} ); - - - - -// Return jQuery for attributes-only inclusion - - -support.focusin = "onfocusin" in window; - - -var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/, - stopPropagationCallback = function( e ) { - e.stopPropagation(); - }; - -jQuery.extend( jQuery.event, { - - trigger: function( event, data, elem, onlyHandlers ) { - - var i, cur, tmp, bubbleType, ontype, handle, special, lastElement, - eventPath = [ elem || document ], - type = hasOwn.call( event, "type" ) ? event.type : event, - namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : []; - - cur = lastElement = tmp = elem = elem || document; - - // Don't do events on text and comment nodes - if ( elem.nodeType === 3 || elem.nodeType === 8 ) { - return; - } - - // focus/blur morphs to focusin/out; ensure we're not firing them right now - if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { - return; - } - - if ( type.indexOf( "." ) > -1 ) { - - // Namespaced trigger; create a regexp to match event type in handle() - namespaces = type.split( "." ); - type = namespaces.shift(); - namespaces.sort(); - } - ontype = type.indexOf( ":" ) < 0 && "on" + type; - - // Caller can pass in a jQuery.Event object, Object, or just an event type string - event = event[ jQuery.expando ] ? - event : - new jQuery.Event( type, typeof event === "object" && event ); - - // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) - event.isTrigger = onlyHandlers ? 2 : 3; - event.namespace = namespaces.join( "." ); - event.rnamespace = event.namespace ? - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) : - null; - - // Clean up the event in case it is being reused - event.result = undefined; - if ( !event.target ) { - event.target = elem; - } - - // Clone any incoming data and prepend the event, creating the handler arg list - data = data == null ? - [ event ] : - jQuery.makeArray( data, [ event ] ); - - // Allow special events to draw outside the lines - special = jQuery.event.special[ type ] || {}; - if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { - return; - } - - // Determine event propagation path in advance, per W3C events spec (#9951) - // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) - if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) { - - bubbleType = special.delegateType || type; - if ( !rfocusMorph.test( bubbleType + type ) ) { - cur = cur.parentNode; - } - for ( ; cur; cur = cur.parentNode ) { - eventPath.push( cur ); - tmp = cur; - } - - // Only add window if we got to document (e.g., not plain obj or detached DOM) - if ( tmp === ( elem.ownerDocument || document ) ) { - eventPath.push( tmp.defaultView || tmp.parentWindow || window ); - } - } - - // Fire handlers on the event path - i = 0; - while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) { - lastElement = cur; - event.type = i > 1 ? - bubbleType : - special.bindType || type; - - // jQuery handler - handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] && - dataPriv.get( cur, "handle" ); - if ( handle ) { - handle.apply( cur, data ); - } - - // Native handler - handle = ontype && cur[ ontype ]; - if ( handle && handle.apply && acceptData( cur ) ) { - event.result = handle.apply( cur, data ); - if ( event.result === false ) { - event.preventDefault(); - } - } - } - event.type = type; - - // If nobody prevented the default action, do it now - if ( !onlyHandlers && !event.isDefaultPrevented() ) { - - if ( ( !special._default || - special._default.apply( eventPath.pop(), data ) === false ) && - acceptData( elem ) ) { - - // Call a native DOM method on the target with the same name as the event. - // Don't do default actions on window, that's where global variables be (#6170) - if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) { - - // Don't re-trigger an onFOO event when we call its FOO() method - tmp = elem[ ontype ]; - - if ( tmp ) { - elem[ ontype ] = null; - } - - // Prevent re-triggering of the same event, since we already bubbled it above - jQuery.event.triggered = type; - - if ( event.isPropagationStopped() ) { - lastElement.addEventListener( type, stopPropagationCallback ); - } - - elem[ type ](); - - if ( event.isPropagationStopped() ) { - lastElement.removeEventListener( type, stopPropagationCallback ); - } - - jQuery.event.triggered = undefined; - - if ( tmp ) { - elem[ ontype ] = tmp; - } - } - } - } - - return event.result; - }, - - // Piggyback on a donor event to simulate a different one - // Used only for `focus(in | out)` events - simulate: function( type, elem, event ) { - var e = jQuery.extend( - new jQuery.Event(), - event, - { - type: type, - isSimulated: true - } - ); - - jQuery.event.trigger( e, null, elem ); - } - -} ); - -jQuery.fn.extend( { - - trigger: function( type, data ) { - return this.each( function() { - jQuery.event.trigger( type, data, this ); - } ); - }, - triggerHandler: function( type, data ) { - var elem = this[ 0 ]; - if ( elem ) { - return jQuery.event.trigger( type, data, elem, true ); - } - } -} ); - - -// Support: Firefox <=44 -// Firefox doesn't have focus(in | out) events -// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787 -// -// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1 -// focus(in | out) events fire after focus & blur events, -// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order -// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857 -if ( !support.focusin ) { - jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) { - - // Attach a single capturing handler on the document while someone wants focusin/focusout - var handler = function( event ) { - jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) ); - }; - - jQuery.event.special[ fix ] = { - setup: function() { - - // Handle: regular nodes (via `this.ownerDocument`), window - // (via `this.document`) & document (via `this`). - var doc = this.ownerDocument || this.document || this, - attaches = dataPriv.access( doc, fix ); - - if ( !attaches ) { - doc.addEventListener( orig, handler, true ); - } - dataPriv.access( doc, fix, ( attaches || 0 ) + 1 ); - }, - teardown: function() { - var doc = this.ownerDocument || this.document || this, - attaches = dataPriv.access( doc, fix ) - 1; - - if ( !attaches ) { - doc.removeEventListener( orig, handler, true ); - dataPriv.remove( doc, fix ); - - } else { - dataPriv.access( doc, fix, attaches ); - } - } - }; - } ); -} -var location = window.location; - -var nonce = { guid: Date.now() }; - -var rquery = ( /\?/ ); - - - -// Cross-browser xml parsing -jQuery.parseXML = function( data ) { - var xml, parserErrorElem; - if ( !data || typeof data !== "string" ) { - return null; - } - - // Support: IE 9 - 11 only - // IE throws on parseFromString with invalid input. - try { - xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); - } catch ( e ) {} - - parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ]; - if ( !xml || parserErrorElem ) { - jQuery.error( "Invalid XML: " + ( - parserErrorElem ? - jQuery.map( parserErrorElem.childNodes, function( el ) { - return el.textContent; - } ).join( "\n" ) : - data - ) ); - } - return xml; -}; - - -var - rbracket = /\[\]$/, - rCRLF = /\r?\n/g, - rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i, - rsubmittable = /^(?:input|select|textarea|keygen)/i; - -function buildParams( prefix, obj, traditional, add ) { - var name; - - if ( Array.isArray( obj ) ) { - - // Serialize array item. - jQuery.each( obj, function( i, v ) { - if ( traditional || rbracket.test( prefix ) ) { - - // Treat each array item as a scalar. - add( prefix, v ); - - } else { - - // Item is non-scalar (array or object), encode its numeric index. - buildParams( - prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]", - v, - traditional, - add - ); - } - } ); - - } else if ( !traditional && toType( obj ) === "object" ) { - - // Serialize object item. - for ( name in obj ) { - buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add ); - } - - } else { - - // Serialize scalar item. - add( prefix, obj ); - } -} - -// Serialize an array of form elements or a set of -// key/values into a query string -jQuery.param = function( a, traditional ) { - var prefix, - s = [], - add = function( key, valueOrFunction ) { - - // If value is a function, invoke it and use its return value - var value = isFunction( valueOrFunction ) ? - valueOrFunction() : - valueOrFunction; - - s[ s.length ] = encodeURIComponent( key ) + "=" + - encodeURIComponent( value == null ? "" : value ); - }; - - if ( a == null ) { - return ""; - } - - // If an array was passed in, assume that it is an array of form elements. - if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) { - - // Serialize the form elements - jQuery.each( a, function() { - add( this.name, this.value ); - } ); - - } else { - - // If traditional, encode the "old" way (the way 1.3.2 or older - // did it), otherwise encode params recursively. - for ( prefix in a ) { - buildParams( prefix, a[ prefix ], traditional, add ); - } - } - - // Return the resulting serialization - return s.join( "&" ); -}; - -jQuery.fn.extend( { - serialize: function() { - return jQuery.param( this.serializeArray() ); - }, - serializeArray: function() { - return this.map( function() { - - // Can add propHook for "elements" to filter or add form elements - var elements = jQuery.prop( this, "elements" ); - return elements ? jQuery.makeArray( elements ) : this; - } ).filter( function() { - var type = this.type; - - // Use .is( ":disabled" ) so that fieldset[disabled] works - return this.name && !jQuery( this ).is( ":disabled" ) && - rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && - ( this.checked || !rcheckableType.test( type ) ); - } ).map( function( _i, elem ) { - var val = jQuery( this ).val(); - - if ( val == null ) { - return null; - } - - if ( Array.isArray( val ) ) { - return jQuery.map( val, function( val ) { - return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ); - } - - return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ).get(); - } -} ); - - -var - r20 = /%20/g, - rhash = /#.*$/, - rantiCache = /([?&])_=[^&]*/, - rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg, - - // #7653, #8125, #8152: local protocol detection - rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/, - rnoContent = /^(?:GET|HEAD)$/, - rprotocol = /^\/\//, - - /* Prefilters - * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example) - * 2) These are called: - * - BEFORE asking for a transport - * - AFTER param serialization (s.data is a string if s.processData is true) - * 3) key is the dataType - * 4) the catchall symbol "*" can be used - * 5) execution will start with transport dataType and THEN continue down to "*" if needed - */ - prefilters = {}, - - /* Transports bindings - * 1) key is the dataType - * 2) the catchall symbol "*" can be used - * 3) selection will start with transport dataType and THEN go to "*" if needed - */ - transports = {}, - - // Avoid comment-prolog char sequence (#10098); must appease lint and evade compression - allTypes = "*/".concat( "*" ), - - // Anchor tag for parsing the document origin - originAnchor = document.createElement( "a" ); - -originAnchor.href = location.href; - -// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport -function addToPrefiltersOrTransports( structure ) { - - // dataTypeExpression is optional and defaults to "*" - return function( dataTypeExpression, func ) { - - if ( typeof dataTypeExpression !== "string" ) { - func = dataTypeExpression; - dataTypeExpression = "*"; - } - - var dataType, - i = 0, - dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || []; - - if ( isFunction( func ) ) { - - // For each dataType in the dataTypeExpression - while ( ( dataType = dataTypes[ i++ ] ) ) { - - // Prepend if requested - if ( dataType[ 0 ] === "+" ) { - dataType = dataType.slice( 1 ) || "*"; - ( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func ); - - // Otherwise append - } else { - ( structure[ dataType ] = structure[ dataType ] || [] ).push( func ); - } - } - } - }; -} - -// Base inspection function for prefilters and transports -function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) { - - var inspected = {}, - seekingTransport = ( structure === transports ); - - function inspect( dataType ) { - var selected; - inspected[ dataType ] = true; - jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) { - var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR ); - if ( typeof dataTypeOrTransport === "string" && - !seekingTransport && !inspected[ dataTypeOrTransport ] ) { - - options.dataTypes.unshift( dataTypeOrTransport ); - inspect( dataTypeOrTransport ); - return false; - } else if ( seekingTransport ) { - return !( selected = dataTypeOrTransport ); - } - } ); - return selected; - } - - return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" ); -} - -// A special extend for ajax options -// that takes "flat" options (not to be deep extended) -// Fixes #9887 -function ajaxExtend( target, src ) { - var key, deep, - flatOptions = jQuery.ajaxSettings.flatOptions || {}; - - for ( key in src ) { - if ( src[ key ] !== undefined ) { - ( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ]; - } - } - if ( deep ) { - jQuery.extend( true, target, deep ); - } - - return target; -} - -/* Handles responses to an ajax request: - * - finds the right dataType (mediates between content-type and expected dataType) - * - returns the corresponding response - */ -function ajaxHandleResponses( s, jqXHR, responses ) { - - var ct, type, finalDataType, firstDataType, - contents = s.contents, - dataTypes = s.dataTypes; - - // Remove auto dataType and get content-type in the process - while ( dataTypes[ 0 ] === "*" ) { - dataTypes.shift(); - if ( ct === undefined ) { - ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" ); - } - } - - // Check if we're dealing with a known content-type - if ( ct ) { - for ( type in contents ) { - if ( contents[ type ] && contents[ type ].test( ct ) ) { - dataTypes.unshift( type ); - break; - } - } - } - - // Check to see if we have a response for the expected dataType - if ( dataTypes[ 0 ] in responses ) { - finalDataType = dataTypes[ 0 ]; - } else { - - // Try convertible dataTypes - for ( type in responses ) { - if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) { - finalDataType = type; - break; - } - if ( !firstDataType ) { - firstDataType = type; - } - } - - // Or just use first one - finalDataType = finalDataType || firstDataType; - } - - // If we found a dataType - // We add the dataType to the list if needed - // and return the corresponding response - if ( finalDataType ) { - if ( finalDataType !== dataTypes[ 0 ] ) { - dataTypes.unshift( finalDataType ); - } - return responses[ finalDataType ]; - } -} - -/* Chain conversions given the request and the original response - * Also sets the responseXXX fields on the jqXHR instance - */ -function ajaxConvert( s, response, jqXHR, isSuccess ) { - var conv2, current, conv, tmp, prev, - converters = {}, - - // Work with a copy of dataTypes in case we need to modify it for conversion - dataTypes = s.dataTypes.slice(); - - // Create converters map with lowercased keys - if ( dataTypes[ 1 ] ) { - for ( conv in s.converters ) { - converters[ conv.toLowerCase() ] = s.converters[ conv ]; - } - } - - current = dataTypes.shift(); - - // Convert to each sequential dataType - while ( current ) { - - if ( s.responseFields[ current ] ) { - jqXHR[ s.responseFields[ current ] ] = response; - } - - // Apply the dataFilter if provided - if ( !prev && isSuccess && s.dataFilter ) { - response = s.dataFilter( response, s.dataType ); - } - - prev = current; - current = dataTypes.shift(); - - if ( current ) { - - // There's only work to do if current dataType is non-auto - if ( current === "*" ) { - - current = prev; - - // Convert response if prev dataType is non-auto and differs from current - } else if ( prev !== "*" && prev !== current ) { - - // Seek a direct converter - conv = converters[ prev + " " + current ] || converters[ "* " + current ]; - - // If none found, seek a pair - if ( !conv ) { - for ( conv2 in converters ) { - - // If conv2 outputs current - tmp = conv2.split( " " ); - if ( tmp[ 1 ] === current ) { - - // If prev can be converted to accepted input - conv = converters[ prev + " " + tmp[ 0 ] ] || - converters[ "* " + tmp[ 0 ] ]; - if ( conv ) { - - // Condense equivalence converters - if ( conv === true ) { - conv = converters[ conv2 ]; - - // Otherwise, insert the intermediate dataType - } else if ( converters[ conv2 ] !== true ) { - current = tmp[ 0 ]; - dataTypes.unshift( tmp[ 1 ] ); - } - break; - } - } - } - } - - // Apply converter (if not an equivalence) - if ( conv !== true ) { - - // Unless errors are allowed to bubble, catch and return them - if ( conv && s.throws ) { - response = conv( response ); - } else { - try { - response = conv( response ); - } catch ( e ) { - return { - state: "parsererror", - error: conv ? e : "No conversion from " + prev + " to " + current - }; - } - } - } - } - } - } - - return { state: "success", data: response }; -} - -jQuery.extend( { - - // Counter for holding the number of active queries - active: 0, - - // Last-Modified header cache for next request - lastModified: {}, - etag: {}, - - ajaxSettings: { - url: location.href, - type: "GET", - isLocal: rlocalProtocol.test( location.protocol ), - global: true, - processData: true, - async: true, - contentType: "application/x-www-form-urlencoded; charset=UTF-8", - - /* - timeout: 0, - data: null, - dataType: null, - username: null, - password: null, - cache: null, - throws: false, - traditional: false, - headers: {}, - */ - - accepts: { - "*": allTypes, - text: "text/plain", - html: "text/html", - xml: "application/xml, text/xml", - json: "application/json, text/javascript" - }, - - contents: { - xml: /\bxml\b/, - html: /\bhtml/, - json: /\bjson\b/ - }, - - responseFields: { - xml: "responseXML", - text: "responseText", - json: "responseJSON" - }, - - // Data converters - // Keys separate source (or catchall "*") and destination types with a single space - converters: { - - // Convert anything to text - "* text": String, - - // Text to html (true = no transformation) - "text html": true, - - // Evaluate text as a json expression - "text json": JSON.parse, - - // Parse text as xml - "text xml": jQuery.parseXML - }, - - // For options that shouldn't be deep extended: - // you can add your own custom options here if - // and when you create one that shouldn't be - // deep extended (see ajaxExtend) - flatOptions: { - url: true, - context: true - } - }, - - // Creates a full fledged settings object into target - // with both ajaxSettings and settings fields. - // If target is omitted, writes into ajaxSettings. - ajaxSetup: function( target, settings ) { - return settings ? - - // Building a settings object - ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) : - - // Extending ajaxSettings - ajaxExtend( jQuery.ajaxSettings, target ); - }, - - ajaxPrefilter: addToPrefiltersOrTransports( prefilters ), - ajaxTransport: addToPrefiltersOrTransports( transports ), - - // Main method - ajax: function( url, options ) { - - // If url is an object, simulate pre-1.5 signature - if ( typeof url === "object" ) { - options = url; - url = undefined; - } - - // Force options to be an object - options = options || {}; - - var transport, - - // URL without anti-cache param - cacheURL, - - // Response headers - responseHeadersString, - responseHeaders, - - // timeout handle - timeoutTimer, - - // Url cleanup var - urlAnchor, - - // Request state (becomes false upon send and true upon completion) - completed, - - // To know if global events are to be dispatched - fireGlobals, - - // Loop variable - i, - - // uncached part of the url - uncached, - - // Create the final options object - s = jQuery.ajaxSetup( {}, options ), - - // Callbacks context - callbackContext = s.context || s, - - // Context for global events is callbackContext if it is a DOM node or jQuery collection - globalEventContext = s.context && - ( callbackContext.nodeType || callbackContext.jquery ) ? - jQuery( callbackContext ) : - jQuery.event, - - // Deferreds - deferred = jQuery.Deferred(), - completeDeferred = jQuery.Callbacks( "once memory" ), - - // Status-dependent callbacks - statusCode = s.statusCode || {}, - - // Headers (they are sent all at once) - requestHeaders = {}, - requestHeadersNames = {}, - - // Default abort message - strAbort = "canceled", - - // Fake xhr - jqXHR = { - readyState: 0, - - // Builds headers hashtable if needed - getResponseHeader: function( key ) { - var match; - if ( completed ) { - if ( !responseHeaders ) { - responseHeaders = {}; - while ( ( match = rheaders.exec( responseHeadersString ) ) ) { - responseHeaders[ match[ 1 ].toLowerCase() + " " ] = - ( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] ) - .concat( match[ 2 ] ); - } - } - match = responseHeaders[ key.toLowerCase() + " " ]; - } - return match == null ? null : match.join( ", " ); - }, - - // Raw string - getAllResponseHeaders: function() { - return completed ? responseHeadersString : null; - }, - - // Caches the header - setRequestHeader: function( name, value ) { - if ( completed == null ) { - name = requestHeadersNames[ name.toLowerCase() ] = - requestHeadersNames[ name.toLowerCase() ] || name; - requestHeaders[ name ] = value; - } - return this; - }, - - // Overrides response content-type header - overrideMimeType: function( type ) { - if ( completed == null ) { - s.mimeType = type; - } - return this; - }, - - // Status-dependent callbacks - statusCode: function( map ) { - var code; - if ( map ) { - if ( completed ) { - - // Execute the appropriate callbacks - jqXHR.always( map[ jqXHR.status ] ); - } else { - - // Lazy-add the new callbacks in a way that preserves old ones - for ( code in map ) { - statusCode[ code ] = [ statusCode[ code ], map[ code ] ]; - } - } - } - return this; - }, - - // Cancel the request - abort: function( statusText ) { - var finalText = statusText || strAbort; - if ( transport ) { - transport.abort( finalText ); - } - done( 0, finalText ); - return this; - } - }; - - // Attach deferreds - deferred.promise( jqXHR ); - - // Add protocol if not provided (prefilters might expect it) - // Handle falsy url in the settings object (#10093: consistency with old signature) - // We also use the url parameter if available - s.url = ( ( url || s.url || location.href ) + "" ) - .replace( rprotocol, location.protocol + "//" ); - - // Alias method option to type as per ticket #12004 - s.type = options.method || options.type || s.method || s.type; - - // Extract dataTypes list - s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ]; - - // A cross-domain request is in order when the origin doesn't match the current origin. - if ( s.crossDomain == null ) { - urlAnchor = document.createElement( "a" ); - - // Support: IE <=8 - 11, Edge 12 - 15 - // IE throws exception on accessing the href property if url is malformed, - // e.g. http://example.com:80x/ - try { - urlAnchor.href = s.url; - - // Support: IE <=8 - 11 only - // Anchor's host property isn't correctly set when s.url is relative - urlAnchor.href = urlAnchor.href; - s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !== - urlAnchor.protocol + "//" + urlAnchor.host; - } catch ( e ) { - - // If there is an error parsing the URL, assume it is crossDomain, - // it can be rejected by the transport if it is invalid - s.crossDomain = true; - } - } - - // Convert data if not already a string - if ( s.data && s.processData && typeof s.data !== "string" ) { - s.data = jQuery.param( s.data, s.traditional ); - } - - // Apply prefilters - inspectPrefiltersOrTransports( prefilters, s, options, jqXHR ); - - // If request was aborted inside a prefilter, stop there - if ( completed ) { - return jqXHR; - } - - // We can fire global events as of now if asked to - // Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118) - fireGlobals = jQuery.event && s.global; - - // Watch for a new set of requests - if ( fireGlobals && jQuery.active++ === 0 ) { - jQuery.event.trigger( "ajaxStart" ); - } - - // Uppercase the type - s.type = s.type.toUpperCase(); - - // Determine if request has content - s.hasContent = !rnoContent.test( s.type ); - - // Save the URL in case we're toying with the If-Modified-Since - // and/or If-None-Match header later on - // Remove hash to simplify url manipulation - cacheURL = s.url.replace( rhash, "" ); - - // More options handling for requests with no content - if ( !s.hasContent ) { - - // Remember the hash so we can put it back - uncached = s.url.slice( cacheURL.length ); - - // If data is available and should be processed, append data to url - if ( s.data && ( s.processData || typeof s.data === "string" ) ) { - cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data; - - // #9682: remove data so that it's not used in an eventual retry - delete s.data; - } - - // Add or update anti-cache param if needed - if ( s.cache === false ) { - cacheURL = cacheURL.replace( rantiCache, "$1" ); - uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) + - uncached; - } - - // Put hash and anti-cache on the URL that will be requested (gh-1732) - s.url = cacheURL + uncached; - - // Change '%20' to '+' if this is encoded form body content (gh-2658) - } else if ( s.data && s.processData && - ( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) { - s.data = s.data.replace( r20, "+" ); - } - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - if ( jQuery.lastModified[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] ); - } - if ( jQuery.etag[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] ); - } - } - - // Set the correct header, if data is being sent - if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) { - jqXHR.setRequestHeader( "Content-Type", s.contentType ); - } - - // Set the Accepts header for the server, depending on the dataType - jqXHR.setRequestHeader( - "Accept", - s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ? - s.accepts[ s.dataTypes[ 0 ] ] + - ( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) : - s.accepts[ "*" ] - ); - - // Check for headers option - for ( i in s.headers ) { - jqXHR.setRequestHeader( i, s.headers[ i ] ); - } - - // Allow custom headers/mimetypes and early abort - if ( s.beforeSend && - ( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) { - - // Abort if not done already and return - return jqXHR.abort(); - } - - // Aborting is no longer a cancellation - strAbort = "abort"; - - // Install callbacks on deferreds - completeDeferred.add( s.complete ); - jqXHR.done( s.success ); - jqXHR.fail( s.error ); - - // Get transport - transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR ); - - // If no transport, we auto-abort - if ( !transport ) { - done( -1, "No Transport" ); - } else { - jqXHR.readyState = 1; - - // Send global event - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] ); - } - - // If request was aborted inside ajaxSend, stop there - if ( completed ) { - return jqXHR; - } - - // Timeout - if ( s.async && s.timeout > 0 ) { - timeoutTimer = window.setTimeout( function() { - jqXHR.abort( "timeout" ); - }, s.timeout ); - } - - try { - completed = false; - transport.send( requestHeaders, done ); - } catch ( e ) { - - // Rethrow post-completion exceptions - if ( completed ) { - throw e; - } - - // Propagate others as results - done( -1, e ); - } - } - - // Callback for when everything is done - function done( status, nativeStatusText, responses, headers ) { - var isSuccess, success, error, response, modified, - statusText = nativeStatusText; - - // Ignore repeat invocations - if ( completed ) { - return; - } - - completed = true; - - // Clear timeout if it exists - if ( timeoutTimer ) { - window.clearTimeout( timeoutTimer ); - } - - // Dereference transport for early garbage collection - // (no matter how long the jqXHR object will be used) - transport = undefined; - - // Cache response headers - responseHeadersString = headers || ""; - - // Set readyState - jqXHR.readyState = status > 0 ? 4 : 0; - - // Determine if successful - isSuccess = status >= 200 && status < 300 || status === 304; - - // Get response data - if ( responses ) { - response = ajaxHandleResponses( s, jqXHR, responses ); - } - - // Use a noop converter for missing script but not if jsonp - if ( !isSuccess && - jQuery.inArray( "script", s.dataTypes ) > -1 && - jQuery.inArray( "json", s.dataTypes ) < 0 ) { - s.converters[ "text script" ] = function() {}; - } - - // Convert no matter what (that way responseXXX fields are always set) - response = ajaxConvert( s, response, jqXHR, isSuccess ); - - // If successful, handle type chaining - if ( isSuccess ) { - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - modified = jqXHR.getResponseHeader( "Last-Modified" ); - if ( modified ) { - jQuery.lastModified[ cacheURL ] = modified; - } - modified = jqXHR.getResponseHeader( "etag" ); - if ( modified ) { - jQuery.etag[ cacheURL ] = modified; - } - } - - // if no content - if ( status === 204 || s.type === "HEAD" ) { - statusText = "nocontent"; - - // if not modified - } else if ( status === 304 ) { - statusText = "notmodified"; - - // If we have data, let's convert it - } else { - statusText = response.state; - success = response.data; - error = response.error; - isSuccess = !error; - } - } else { - - // Extract error from statusText and normalize for non-aborts - error = statusText; - if ( status || !statusText ) { - statusText = "error"; - if ( status < 0 ) { - status = 0; - } - } - } - - // Set data for the fake xhr object - jqXHR.status = status; - jqXHR.statusText = ( nativeStatusText || statusText ) + ""; - - // Success/Error - if ( isSuccess ) { - deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] ); - } else { - deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] ); - } - - // Status-dependent callbacks - jqXHR.statusCode( statusCode ); - statusCode = undefined; - - if ( fireGlobals ) { - globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError", - [ jqXHR, s, isSuccess ? success : error ] ); - } - - // Complete - completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] ); - - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] ); - - // Handle the global AJAX counter - if ( !( --jQuery.active ) ) { - jQuery.event.trigger( "ajaxStop" ); - } - } - } - - return jqXHR; - }, - - getJSON: function( url, data, callback ) { - return jQuery.get( url, data, callback, "json" ); - }, - - getScript: function( url, callback ) { - return jQuery.get( url, undefined, callback, "script" ); - } -} ); - -jQuery.each( [ "get", "post" ], function( _i, method ) { - jQuery[ method ] = function( url, data, callback, type ) { - - // Shift arguments if data argument was omitted - if ( isFunction( data ) ) { - type = type || callback; - callback = data; - data = undefined; - } - - // The url can be an options object (which then must have .url) - return jQuery.ajax( jQuery.extend( { - url: url, - type: method, - dataType: type, - data: data, - success: callback - }, jQuery.isPlainObject( url ) && url ) ); - }; -} ); - -jQuery.ajaxPrefilter( function( s ) { - var i; - for ( i in s.headers ) { - if ( i.toLowerCase() === "content-type" ) { - s.contentType = s.headers[ i ] || ""; - } - } -} ); - - -jQuery._evalUrl = function( url, options, doc ) { - return jQuery.ajax( { - url: url, - - // Make this explicit, since user can override this through ajaxSetup (#11264) - type: "GET", - dataType: "script", - cache: true, - async: false, - global: false, - - // Only evaluate the response if it is successful (gh-4126) - // dataFilter is not invoked for failure responses, so using it instead - // of the default converter is kludgy but it works. - converters: { - "text script": function() {} - }, - dataFilter: function( response ) { - jQuery.globalEval( response, options, doc ); - } - } ); -}; - - -jQuery.fn.extend( { - wrapAll: function( html ) { - var wrap; - - if ( this[ 0 ] ) { - if ( isFunction( html ) ) { - html = html.call( this[ 0 ] ); - } - - // The elements to wrap the target around - wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true ); - - if ( this[ 0 ].parentNode ) { - wrap.insertBefore( this[ 0 ] ); - } - - wrap.map( function() { - var elem = this; - - while ( elem.firstElementChild ) { - elem = elem.firstElementChild; - } - - return elem; - } ).append( this ); - } - - return this; - }, - - wrapInner: function( html ) { - if ( isFunction( html ) ) { - return this.each( function( i ) { - jQuery( this ).wrapInner( html.call( this, i ) ); - } ); - } - - return this.each( function() { - var self = jQuery( this ), - contents = self.contents(); - - if ( contents.length ) { - contents.wrapAll( html ); - - } else { - self.append( html ); - } - } ); - }, - - wrap: function( html ) { - var htmlIsFunction = isFunction( html ); - - return this.each( function( i ) { - jQuery( this ).wrapAll( htmlIsFunction ? 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t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t}_mergeConfigObj(t,e){const i=Ft(e)?_e.getDataAttribute(e,"config"):{};return{...this.constructor.Default,..."object"==typeof i?i:{},...Ft(e)?_e.getDataAttributes(e):{},..."object"==typeof t?t:{}}}_typeCheckConfig(t,e=this.constructor.DefaultType){for(const[n,s]of Object.entries(e)){const e=t[n],o=Ft(e)?"element":null==(i=e)?`${i}`:Object.prototype.toString.call(i).match(/\s([a-z]+)/i)[1].toLowerCase();if(!new RegExp(s).test(o))throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option "${n}" provided type "${o}" but expected type "${s}".`)}var i}}class ve extends be{constructor(t,e){super(),(t=Ht(t))&&(this._element=t,this._config=this._getConfig(e),Nt.set(this._element,this.constructor.DATA_KEY,this))}dispose(){Nt.remove(this._element,this.constructor.DATA_KEY),fe.off(this._element,this.constructor.EVENT_KEY);for(const t of 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e?we.find(e):[]}},Ee=(t,e="hide")=>{const i=`click.dismiss${t.EVENT_KEY}`,n=t.NAME;fe.on(document,i,`[data-bs-dismiss="${n}"]`,(function(i){if(["A","AREA"].includes(this.tagName)&&i.preventDefault(),Wt(this))return;const s=we.getElementFromSelector(this)||this.closest(`.${n}`);t.getOrCreateInstance(s)[e]()}))},Ae=".bs.alert",Te=`close${Ae}`,Ce=`closed${Ae}`;class Oe extends ve{static get NAME(){return"alert"}close(){if(fe.trigger(this._element,Te).defaultPrevented)return;this._element.classList.remove("show");const t=this._element.classList.contains("fade");this._queueCallback((()=>this._destroyElement()),this._element,t)}_destroyElement(){this._element.remove(),fe.trigger(this._element,Ce),this.dispose()}static jQueryInterface(t){return this.each((function(){const e=Oe.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}Ee(Oe,"close"),Qt(Oe);const xe='[data-bs-toggle="button"]';class ke extends ve{static get NAME(){return"button"}toggle(){this._element.setAttribute("aria-pressed",this._element.classList.toggle("active"))}static jQueryInterface(t){return this.each((function(){const e=ke.getOrCreateInstance(this);"toggle"===t&&e[t]()}))}}fe.on(document,"click.bs.button.data-api",xe,(t=>{t.preventDefault();const e=t.target.closest(xe);ke.getOrCreateInstance(e).toggle()})),Qt(ke);const Le=".bs.swipe",Se=`touchstart${Le}`,De=`touchmove${Le}`,$e=`touchend${Le}`,Ie=`pointerdown${Le}`,Ne=`pointerup${Le}`,Pe={endCallback:null,leftCallback:null,rightCallback:null},Me={endCallback:"(function|null)",leftCallback:"(function|null)",rightCallback:"(function|null)"};class je extends be{constructor(t,e){super(),this._element=t,t&&je.isSupported()&&(this._config=this._getConfig(e),this._deltaX=0,this._supportPointerEvents=Boolean(window.PointerEvent),this._initEvents())}static get Default(){return Pe}static get DefaultType(){return Me}static get NAME(){return"swipe"}dispose(){fe.off(this._element,Le)}_start(t){this._supportPointerEvents?this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX):this._deltaX=t.touches[0].clientX}_end(t){this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX-this._deltaX),this._handleSwipe(),Xt(this._config.endCallback)}_move(t){this._deltaX=t.touches&&t.touches.length>1?0:t.touches[0].clientX-this._deltaX}_handleSwipe(){const t=Math.abs(this._deltaX);if(t<=40)return;const e=t/this._deltaX;this._deltaX=0,e&&Xt(e>0?this._config.rightCallback:this._config.leftCallback)}_initEvents(){this._supportPointerEvents?(fe.on(this._element,Ie,(t=>this._start(t))),fe.on(this._element,Ne,(t=>this._end(t))),this._element.classList.add("pointer-event")):(fe.on(this._element,Se,(t=>this._start(t))),fe.on(this._element,De,(t=>this._move(t))),fe.on(this._element,$e,(t=>this._end(t))))}_eventIsPointerPenTouch(t){return this._supportPointerEvents&&("pen"===t.pointerType||"touch"===t.pointerType)}static isSupported(){return"ontouchstart"in document.documentElement||navigator.maxTouchPoints>0}}const Fe=".bs.carousel",He=".data-api",Be="next",We="prev",ze="left",Re="right",qe=`slide${Fe}`,Ve=`slid${Fe}`,Ye=`keydown${Fe}`,Ke=`mouseenter${Fe}`,Qe=`mouseleave${Fe}`,Xe=`dragstart${Fe}`,Ue=`load${Fe}${He}`,Ge=`click${Fe}${He}`,Je="carousel",Ze="active",ti=".active",ei=".carousel-item",ii=ti+ei,ni={ArrowLeft:Re,ArrowRight:ze},si={interval:5e3,keyboard:!0,pause:"hover",ride:!1,touch:!0,wrap:!0},oi={interval:"(number|boolean)",keyboard:"boolean",pause:"(string|boolean)",ride:"(boolean|string)",touch:"boolean",wrap:"boolean"};class ri extends ve{constructor(t,e){super(t,e),this._interval=null,this._activeElement=null,this._isSliding=!1,this.touchTimeout=null,this._swipeHelper=null,this._indicatorsElement=we.findOne(".carousel-indicators",this._element),this._addEventListeners(),this._config.ride===Je&&this.cycle()}static get Default(){return si}static get DefaultType(){return oi}static get 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t.defaultInterval=t.interval,t}_addEventListeners(){this._config.keyboard&&fe.on(this._element,Ye,(t=>this._keydown(t))),"hover"===this._config.pause&&(fe.on(this._element,Ke,(()=>this.pause())),fe.on(this._element,Qe,(()=>this._maybeEnableCycle()))),this._config.touch&&je.isSupported()&&this._addTouchEventListeners()}_addTouchEventListeners(){for(const t of we.find(".carousel-item img",this._element))fe.on(t,Xe,(t=>t.preventDefault()));const t={leftCallback:()=>this._slide(this._directionToOrder(ze)),rightCallback:()=>this._slide(this._directionToOrder(Re)),endCallback:()=>{"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((()=>this._maybeEnableCycle()),500+this._config.interval))}};this._swipeHelper=new je(this._element,t)}_keydown(t){if(/input|textarea/i.test(t.target.tagName))return;const e=ni[t.key];e&&(t.preventDefault(),this._slide(this._directionToOrder(e)))}_getItemIndex(t){return 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l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),qt(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(Ze),i.classList.remove(Ze,c,l),this._isSliding=!1,r(Ve)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return we.findOne(ii,this._element)}_getItems(){return we.find(ei,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return Kt()?t===ze?We:Be:t===ze?Be:We}_orderToDirection(t){return Kt()?t===We?ze:Re:t===We?Re:ze}static jQueryInterface(t){return this.each((function(){const e=ri.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}fe.on(document,Ge,"[data-bs-slide], 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e=we.getSelectorFromElement(t),i=we.find(e).filter((t=>t===this._element));null!==e&&i.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter((t=>t!==this._element)).map((t=>yi.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(fe.trigger(this._element,li).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(pi),this._element.classList.add(mi),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(mi),this._element.classList.add(pi,fi),this._element.style[e]="",fe.trigger(this._element,ci)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(fe.trigger(this._element,hi).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,qt(this._element),this._element.classList.add(mi),this._element.classList.remove(pi,fi);for(const t of this._triggerArray){const e=we.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(mi),this._element.classList.add(pi),fe.trigger(this._element,di)}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(fi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ht(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(_i);for(const e of t){const t=we.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=we.find(gi,this._config.parent);return we.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=yi.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}fe.on(document,ui,_i,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();for(const t of we.getMultipleElementsFromSelector(this))yi.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(yi);const wi="dropdown",Ei=".bs.dropdown",Ai=".data-api",Ti="ArrowUp",Ci="ArrowDown",Oi=`hide${Ei}`,xi=`hidden${Ei}`,ki=`show${Ei}`,Li=`shown${Ei}`,Si=`click${Ei}${Ai}`,Di=`keydown${Ei}${Ai}`,$i=`keyup${Ei}${Ai}`,Ii="show",Ni='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Pi=`${Ni}.${Ii}`,Mi=".dropdown-menu",ji=Kt()?"top-end":"top-start",Fi=Kt()?"top-start":"top-end",Hi=Kt()?"bottom-end":"bottom-start",Bi=Kt()?"bottom-start":"bottom-end",Wi=Kt()?"left-start":"right-start",zi=Kt()?"right-start":"left-start",Ri={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},qi={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Vi extends ve{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=we.next(this._element,Mi)[0]||we.prev(this._element,Mi)[0]||we.findOne(Mi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return Ri}static get DefaultType(){return qi}static get NAME(){return wi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Wt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!fe.trigger(this._element,ki,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Ii),this._element.classList.add(Ii),fe.trigger(this._element,Li,t)}}hide(){if(Wt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!fe.trigger(this._element,Oi,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Ii),this._element.classList.remove(Ii),this._element.setAttribute("aria-expanded","false"),_e.removeDataAttribute(this._menu,"popper"),fe.trigger(this._element,xi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Ft(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${wi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper 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t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(_e.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Xt(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=we.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Bt(t)));i.length&&Gt(i,e,t===Ci,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Vi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=we.find(Pi);for(const i of e){const e=Vi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ti,Ci].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ni)?this:we.prev(this,Ni)[0]||we.next(this,Ni)[0]||we.findOne(Ni,t.delegateTarget.parentNode),o=Vi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}fe.on(document,Di,Ni,Vi.dataApiKeydownHandler),fe.on(document,Di,Mi,Vi.dataApiKeydownHandler),fe.on(document,Si,Vi.clearMenus),fe.on(document,$i,Vi.clearMenus),fe.on(document,Si,Ni,(function(t){t.preventDefault(),Vi.getOrCreateInstance(this).toggle()})),Qt(Vi);const Yi="backdrop",Ki="show",Qi=`mousedown.bs.${Yi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Ui={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Gi extends be{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Ui}static get NAME(){return Yi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Ki),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(fe.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),fe.on(t,Qi,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Ut(t,this._getElement(),this._config.isAnimated)}}const Ji=".bs.focustrap",Zi=`focusin${Ji}`,tn=`keydown.tab${Ji}`,en="backward",nn={autofocus:!0,trapElement:null},sn={autofocus:"boolean",trapElement:"element"};class on extends be{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return nn}static get DefaultType(){return sn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),fe.off(document,Ji),fe.on(document,Zi,(t=>this._handleFocusin(t))),fe.on(document,tn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,fe.off(document,Ji))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=we.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===en?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?en:"forward")}}const rn=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",an=".sticky-top",ln="padding-right",cn="margin-right";class hn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,ln,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e+t)),this._setElementAttributes(an,cn,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,ln),this._resetElementAttributes(rn,ln),this._resetElementAttributes(an,cn)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&_e.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=_e.getDataAttribute(t,e);null!==i?(_e.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Ft(t))e(t);else for(const i of we.find(t,this._element))e(i)}}const dn=".bs.modal",un=`hide${dn}`,fn=`hidePrevented${dn}`,pn=`hidden${dn}`,mn=`show${dn}`,gn=`shown${dn}`,_n=`resize${dn}`,bn=`click.dismiss${dn}`,vn=`mousedown.dismiss${dn}`,yn=`keydown.dismiss${dn}`,wn=`click${dn}.data-api`,En="modal-open",An="show",Tn="modal-static",Cn={backdrop:!0,focus:!0,keyboard:!0},On={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class xn extends ve{constructor(t,e){super(t,e),this._dialog=we.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new hn,this._addEventListeners()}static get Default(){return Cn}static get DefaultType(){return On}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||fe.trigger(this._element,mn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(En),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(fe.trigger(this._element,un).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){fe.off(window,dn),fe.off(this._dialog,dn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Gi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new on({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=we.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,fe.trigger(this._element,gn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){fe.on(this._element,yn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),fe.on(window,_n,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),fe.on(this._element,vn,(t=>{fe.one(this._element,bn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(En),this._resetAdjustments(),this._scrollBar.reset(),fe.trigger(this._element,pn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(fe.trigger(this._element,fn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Tn)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Tn),this._queueCallback((()=>{this._element.classList.remove(Tn),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=xn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}fe.on(document,wn,'[data-bs-toggle="modal"]',(function(t){const e=we.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),fe.one(e,mn,(t=>{t.defaultPrevented||fe.one(e,pn,(()=>{Bt(this)&&this.focus()}))}));const i=we.findOne(".modal.show");i&&xn.getInstance(i).hide(),xn.getOrCreateInstance(e).toggle(this)})),Ee(xn),Qt(xn);const kn=".bs.offcanvas",Ln=".data-api",Sn=`load${kn}${Ln}`,Dn="show",$n="showing",In="hiding",Nn=".offcanvas.show",Pn=`show${kn}`,Mn=`shown${kn}`,jn=`hide${kn}`,Fn=`hidePrevented${kn}`,Hn=`hidden${kn}`,Bn=`resize${kn}`,Wn=`click${kn}${Ln}`,zn=`keydown.dismiss${kn}`,Rn={backdrop:!0,keyboard:!0,scroll:!1},qn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Vn extends ve{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Rn}static get DefaultType(){return qn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||fe.trigger(this._element,Pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new hn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add($n),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Dn),this._element.classList.remove($n),fe.trigger(this._element,Mn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(fe.trigger(this._element,jn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(In),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Dn,In),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new hn).reset(),fe.trigger(this._element,Hn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Gi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():fe.trigger(this._element,Fn)}:null})}_initializeFocusTrap(){return new on({trapElement:this._element})}_addEventListeners(){fe.on(this._element,zn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():fe.trigger(this._element,Fn))}))}static jQueryInterface(t){return this.each((function(){const e=Vn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}fe.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=we.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this))return;fe.one(e,Hn,(()=>{Bt(this)&&this.focus()}));const i=we.findOne(Nn);i&&i!==e&&Vn.getInstance(i).hide(),Vn.getOrCreateInstance(e).toggle(this)})),fe.on(window,Sn,(()=>{for(const t of we.find(Nn))Vn.getOrCreateInstance(t).show()})),fe.on(window,Bn,(()=>{for(const t of we.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Vn.getOrCreateInstance(t).hide()})),Ee(Vn),Qt(Vn);const Yn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Un={allowList:Yn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Gn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Jn={entry:"(string|element|function|null)",selector:"(string|element)"};class Zn extends be{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Un}static get DefaultType(){return Gn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Jn)}_setContent(t,e,i){const n=we.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Ft(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Xt(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const ts=new Set(["sanitize","allowList","sanitizeFn"]),es="fade",is="show",ns=".modal",ss="hide.bs.modal",os="hover",rs="focus",as={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},ls={allowList:Yn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},cs={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class hs extends ve{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return ls}static get DefaultType(){return cs}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),fe.off(this._element.closest(ns),ss,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=fe.trigger(this._element,this.constructor.eventName("show")),e=(zt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),fe.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(is),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._queueCallback((()=>{fe.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!fe.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(is),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._activeTrigger.click=!1,this._activeTrigger[rs]=!1,this._activeTrigger[os]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),fe.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(es,is),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(es),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Zn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(es)}_isShown(){return this.tip&&this.tip.classList.contains(is)}_createPopper(t){const e=Xt(this._config.placement,[this,t,this._element]),i=as[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Xt(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Xt(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)fe.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===os?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===os?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");fe.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?rs:os]=!0,e._enter()})),fe.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?rs:os]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},fe.on(this._element.closest(ns),ss,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=_e.getDataAttributes(this._element);for(const t of Object.keys(e))ts.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ht(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=hs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(hs);const ds={...hs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},us={...hs.DefaultType,content:"(null|string|element|function)"};class fs extends hs{static get Default(){return ds}static get DefaultType(){return us}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=fs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(fs);const ps=".bs.scrollspy",ms=`activate${ps}`,gs=`click${ps}`,_s=`load${ps}.data-api`,bs="active",vs="[href]",ys=".nav-link",ws=`${ys}, .nav-item > ${ys}, .list-group-item`,Es={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},As={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ts extends ve{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return Es}static get DefaultType(){return As}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=Ht(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map((t=>Number.parseFloat(t)))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(fe.off(this._config.target,gs),fe.on(this._config.target,gs,vs,(t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=we.find(vs,this._config.target);for(const e of t){if(!e.hash||Wt(e))continue;const t=we.findOne(decodeURI(e.hash),this._element);Bt(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(bs),this._activateParents(t),fe.trigger(this._element,ms,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))we.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(bs);else for(const e of we.parents(t,".nav, .list-group"))for(const t of we.prev(e,ws))t.classList.add(bs)}_clearActiveClass(t){t.classList.remove(bs);const e=we.find(`${vs}.${bs}`,t);for(const t of e)t.classList.remove(bs)}static jQueryInterface(t){return this.each((function(){const e=Ts.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(window,_s,(()=>{for(const t of we.find('[data-bs-spy="scroll"]'))Ts.getOrCreateInstance(t)})),Qt(Ts);const Cs=".bs.tab",Os=`hide${Cs}`,xs=`hidden${Cs}`,ks=`show${Cs}`,Ls=`shown${Cs}`,Ss=`click${Cs}`,Ds=`keydown${Cs}`,$s=`load${Cs}`,Is="ArrowLeft",Ns="ArrowRight",Ps="ArrowUp",Ms="ArrowDown",js="Home",Fs="End",Hs="active",Bs="fade",Ws="show",zs=".dropdown-toggle",Rs=`:not(${zs})`,qs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Vs=`.nav-link${Rs}, .list-group-item${Rs}, [role="tab"]${Rs}, ${qs}`,Ys=`.${Hs}[data-bs-toggle="tab"], .${Hs}[data-bs-toggle="pill"], .${Hs}[data-bs-toggle="list"]`;class Ks extends ve{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),fe.on(this._element,Ds,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?fe.trigger(e,Os,{relatedTarget:t}):null;fe.trigger(t,ks,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Hs),this._activate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),fe.trigger(t,Ls,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Bs)))}_deactivate(t,e){t&&(t.classList.remove(Hs),t.blur(),this._deactivate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),fe.trigger(t,xs,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Bs)))}_keydown(t){if(![Is,Ns,Ps,Ms,js,Fs].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!Wt(t)));let i;if([js,Fs].includes(t.key))i=e[t.key===js?0:e.length-1];else{const n=[Ns,Ms].includes(t.key);i=Gt(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Ks.getOrCreateInstance(i).show())}_getChildren(){return we.find(Vs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=we.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=we.findOne(t,i);s&&s.classList.toggle(n,e)};n(zs,Hs),n(".dropdown-menu",Ws),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Hs)}_getInnerElement(t){return t.matches(Vs)?t:we.findOne(Vs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Ks.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(document,Ss,qs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this)||Ks.getOrCreateInstance(this).show()})),fe.on(window,$s,(()=>{for(const t of we.find(Ys))Ks.getOrCreateInstance(t)})),Qt(Ks);const Qs=".bs.toast",Xs=`mouseover${Qs}`,Us=`mouseout${Qs}`,Gs=`focusin${Qs}`,Js=`focusout${Qs}`,Zs=`hide${Qs}`,to=`hidden${Qs}`,eo=`show${Qs}`,io=`shown${Qs}`,no="hide",so="show",oo="showing",ro={animation:"boolean",autohide:"boolean",delay:"number"},ao={animation:!0,autohide:!0,delay:5e3};class lo extends ve{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return ao}static get DefaultType(){return ro}static get NAME(){return"toast"}show(){fe.trigger(this._element,eo).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(no),qt(this._element),this._element.classList.add(so,oo),this._queueCallback((()=>{this._element.classList.remove(oo),fe.trigger(this._element,io),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(fe.trigger(this._element,Zs).defaultPrevented||(this._element.classList.add(oo),this._queueCallback((()=>{this._element.classList.add(no),this._element.classList.remove(oo,so),fe.trigger(this._element,to)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(so),super.dispose()}isShown(){return this._element.classList.contains(so)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){fe.on(this._element,Xs,(t=>this._onInteraction(t,!0))),fe.on(this._element,Us,(t=>this._onInteraction(t,!1))),fe.on(this._element,Gs,(t=>this._onInteraction(t,!0))),fe.on(this._element,Js,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=lo.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named 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b/report/proposal/_build/html/_static/scripts/bootstrap.js.LICENSE.txt deleted file mode 100644 index 10f979d..0000000 --- a/report/proposal/_build/html/_static/scripts/bootstrap.js.LICENSE.txt +++ /dev/null @@ -1,5 +0,0 @@ -/*! - * Bootstrap v5.3.2 (https://getbootstrap.com/) - * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) - * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) - */ diff --git a/report/proposal/_build/html/_static/scripts/bootstrap.js.map b/report/proposal/_build/html/_static/scripts/bootstrap.js.map deleted file mode 100644 index 64e212b..0000000 --- a/report/proposal/_build/html/_static/scripts/bootstrap.js.map +++ /dev/null @@ -1 +0,0 @@ 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(element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n var uaData = navigator.userAgentData;\n\n if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n return uaData.brands.map(function (item) {\n return item.brand + \"/\" + item.version;\n }).join(' ');\n }\n\n return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n if (isFixedStrategy === void 0) {\n isFixedStrategy = false;\n }\n\n var clientRect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (includeScale && isHTMLElement(element)) {\n scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n }\n\n var _ref = isElement(element) ? getWindow(element) : window,\n visualViewport = _ref.visualViewport;\n\n var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n var width = clientRect.width / scaleX;\n var height = clientRect.height / scaleY;\n return {\n width: width,\n height: height,\n top: y,\n right: x + width,\n bottom: y + height,\n left: x,\n x: x,\n y: y\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = /firefox/i.test(getUAString());\n var isIE = /Trident/i.test(getUAString());\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n if (isShadowRoot(currentNode)) {\n currentNode = currentNode.host;\n }\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n var v = within(min, value, max);\n return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n var x = _ref.x,\n y = _ref.y;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(x * dpr) / dpr || 0,\n y: round(y * dpr) / dpr || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n variation = _ref2.variation,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets,\n isFixed = _ref2.isFixed;\n var _offsets$x = offsets.x,\n x = _offsets$x === void 0 ? 0 : _offsets$x,\n _offsets$y = offsets.y,\n y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n x: x,\n y: y\n }) : {\n x: x,\n y: y\n };\n\n x = _ref3.x;\n y = _ref3.y;\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top || (placement === left || placement === right) && variation === end) {\n sideY = bottom;\n var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n offsetParent[heightProp];\n y -= offsetY - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left || (placement === top || placement === bottom) && variation === end) {\n sideX = right;\n var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n offsetParent[widthProp];\n x -= offsetX - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n x: x,\n y: y\n }, getWindow(popper)) : {\n x: x,\n y: y\n };\n\n x = _ref4.x;\n y = _ref4.y;\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n var state = _ref5.state,\n options = _ref5.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n variation: getVariation(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration,\n isFixed: state.options.strategy === 'fixed'\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0;\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height;\n var layoutViewport = isLayoutViewport();\n\n if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$strategy = _options.strategy,\n strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n var referenceClientRect = getBoundingClientRect(state.elements.reference);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n mainAxis: tetherOffsetValue,\n altAxis: tetherOffsetValue\n } : Object.assign({\n mainAxis: 0,\n altAxis: 0\n }, tetherOffsetValue);\n var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis) {\n var _offsetModifierState$;\n\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = offset + overflow[mainSide];\n var max = offset - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = offset + maxOffset - offsetModifierValue;\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _offsetModifierState$2;\n\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _len = altAxis === 'y' ? 'height' : 'width';\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = round(rect.width) / element.offsetWidth || 1;\n var scaleY = round(rect.height) / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(setOptionsAction) {\n var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n });\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref) {\n var name = _ref.name,\n _ref$options = _ref.options,\n options = _ref$options === void 0 ? {} : _ref$options,\n effect = _ref.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n * Bootstrap v5.3.2 (https://getbootstrap.com/)\n * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map();\nconst Data = {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map());\n }\n const instanceMap = elementMap.get(element);\n\n // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n return;\n }\n instanceMap.set(key, instance);\n },\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null;\n }\n return null;\n },\n remove(element, key) {\n if (!elementMap.has(element)) {\n return;\n }\n const instanceMap = elementMap.get(element);\n instanceMap.delete(key);\n\n // free up element references if there are no instances left for an element\n if (instanceMap.size === 0) {\n elementMap.delete(element);\n }\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend';\n\n/**\n * Properly escape IDs selectors to handle weird IDs\n * @param {string} selector\n * @returns {string}\n */\nconst parseSelector = selector => {\n if (selector && window.CSS && window.CSS.escape) {\n // document.querySelector needs escaping to handle IDs (html5+) containing for instance /\n selector = selector.replace(/#([^\\s\"#']+)/g, (match, id) => `#${CSS.escape(id)}`);\n }\n return selector;\n};\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n if (object === null || object === undefined) {\n return `${object}`;\n }\n return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n do {\n prefix += Math.floor(Math.random() * MAX_UID);\n } while (document.getElementById(prefix));\n return prefix;\n};\nconst getTransitionDurationFromElement = element => {\n if (!element) {\n return 0;\n }\n\n // Get transition-duration of the element\n let {\n transitionDuration,\n transitionDelay\n } = window.getComputedStyle(element);\n const floatTransitionDuration = Number.parseFloat(transitionDuration);\n const floatTransitionDelay = Number.parseFloat(transitionDelay);\n\n // Return 0 if element or transition duration is not found\n if (!floatTransitionDuration && !floatTransitionDelay) {\n return 0;\n }\n\n // If multiple durations are defined, take the first\n transitionDuration = transitionDuration.split(',')[0];\n transitionDelay = transitionDelay.split(',')[0];\n return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\nconst triggerTransitionEnd = element => {\n element.dispatchEvent(new Event(TRANSITION_END));\n};\nconst isElement = object => {\n if (!object || typeof object !== 'object') {\n return false;\n }\n if (typeof object.jquery !== 'undefined') {\n object = object[0];\n }\n return typeof object.nodeType !== 'undefined';\n};\nconst getElement = object => {\n // it's a jQuery object or a node element\n if (isElement(object)) {\n return object.jquery ? object[0] : object;\n }\n if (typeof object === 'string' && object.length > 0) {\n return document.querySelector(parseSelector(object));\n }\n return null;\n};\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false;\n }\n const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible';\n // Handle `details` element as its content may falsie appear visible when it is closed\n const closedDetails = element.closest('details:not([open])');\n if (!closedDetails) {\n return elementIsVisible;\n }\n if (closedDetails !== element) {\n const summary = element.closest('summary');\n if (summary && summary.parentNode !== closedDetails) {\n return false;\n }\n if (summary === null) {\n return false;\n }\n }\n return elementIsVisible;\n};\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true;\n }\n if (element.classList.contains('disabled')) {\n return true;\n }\n if (typeof element.disabled !== 'undefined') {\n return element.disabled;\n }\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null;\n }\n\n // Can find the shadow root otherwise it'll return the document\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode();\n return root instanceof ShadowRoot ? root : null;\n }\n if (element instanceof ShadowRoot) {\n return element;\n }\n\n // when we don't find a shadow root\n if (!element.parentNode) {\n return null;\n }\n return findShadowRoot(element.parentNode);\n};\nconst noop = () => {};\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\n\nconst getjQuery = () => {\n if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return window.jQuery;\n }\n return null;\n};\nconst DOMContentLoadedCallbacks = [];\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n for (const callback of DOMContentLoadedCallbacks) {\n callback();\n }\n });\n }\n DOMContentLoadedCallbacks.push(callback);\n } else {\n callback();\n }\n};\nconst isRTL = () => document.documentElement.dir === 'rtl';\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery();\n /* istanbul ignore if */\n if ($) {\n const name = plugin.NAME;\n const JQUERY_NO_CONFLICT = $.fn[name];\n $.fn[name] = plugin.jQueryInterface;\n $.fn[name].Constructor = plugin;\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT;\n return plugin.jQueryInterface;\n };\n }\n });\n};\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue;\n};\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback);\n return;\n }\n const durationPadding = 5;\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n let called = false;\n const handler = ({\n target\n }) => {\n if (target !== transitionElement) {\n return;\n }\n called = true;\n transitionElement.removeEventListener(TRANSITION_END, handler);\n execute(callback);\n };\n transitionElement.addEventListener(TRANSITION_END, handler);\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement);\n }\n }, emulatedDuration);\n};\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n const listLength = list.length;\n let index = list.indexOf(activeElement);\n\n // if the element does not exist in the list return an element\n // depending on the direction and if cycle is allowed\n if (index === -1) {\n return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n }\n index += shouldGetNext ? 1 : -1;\n if (isCycleAllowed) {\n index = (index + listLength) % listLength;\n }\n return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\nlet uidEvent = 1;\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\nfunction getElementEvents(element) {\n const uid = makeEventUid(element);\n element.uidEvent = uid;\n eventRegistry[uid] = eventRegistry[uid] || {};\n return eventRegistry[uid];\n}\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n hydrateObj(event, {\n delegateTarget: element\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn);\n }\n return fn.apply(element, [event]);\n };\n}\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector);\n for (let {\n target\n } = event; target && target !== this; target = target.parentNode) {\n for (const domElement of domElements) {\n if (domElement !== target) {\n continue;\n }\n hydrateObj(event, {\n delegateTarget: target\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, selector, fn);\n }\n return fn.apply(target, [event]);\n }\n }\n };\n}\nfunction findHandler(events, callable, delegationSelector = null) {\n return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n const isDelegated = typeof handler === 'string';\n // TODO: tooltip passes `false` instead of selector, so we need to check\n const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n let typeEvent = getTypeEvent(originalTypeEvent);\n if (!nativeEvents.has(typeEvent)) {\n typeEvent = originalTypeEvent;\n }\n return [isDelegated, callable, typeEvent];\n}\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n\n // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n if (originalTypeEvent in customEvents) {\n const wrapFunction = fn => {\n return function (event) {\n if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n return fn.call(this, event);\n }\n };\n };\n callable = wrapFunction(callable);\n }\n const events = getElementEvents(element);\n const handlers = events[typeEvent] || (events[typeEvent] = {});\n const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n if (previousFunction) {\n previousFunction.oneOff = previousFunction.oneOff && oneOff;\n return;\n }\n const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n fn.delegationSelector = isDelegated ? handler : null;\n fn.callable = callable;\n fn.oneOff = oneOff;\n fn.uidEvent = uid;\n handlers[uid] = fn;\n element.addEventListener(typeEvent, fn, isDelegated);\n}\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector);\n if (!fn) {\n return;\n }\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n delete events[typeEvent][fn.uidEvent];\n}\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {};\n for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n if (handlerKey.includes(namespace)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n}\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '');\n return customEvents[event] || event;\n}\nconst EventHandler = {\n on(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, false);\n },\n one(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, true);\n },\n off(element, originalTypeEvent, handler, delegationFunction) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n const inNamespace = typeEvent !== originalTypeEvent;\n const events = getElementEvents(element);\n const storeElementEvent = events[typeEvent] || {};\n const isNamespace = originalTypeEvent.startsWith('.');\n if (typeof callable !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!Object.keys(storeElementEvent).length) {\n return;\n }\n removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n return;\n }\n if (isNamespace) {\n for (const elementEvent of Object.keys(events)) {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n }\n }\n for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n const handlerKey = keyHandlers.replace(stripUidRegex, '');\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n },\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null;\n }\n const $ = getjQuery();\n const typeEvent = getTypeEvent(event);\n const inNamespace = event !== typeEvent;\n let jQueryEvent = null;\n let bubbles = true;\n let nativeDispatch = true;\n let defaultPrevented = false;\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args);\n $(element).trigger(jQueryEvent);\n bubbles = !jQueryEvent.isPropagationStopped();\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n defaultPrevented = jQueryEvent.isDefaultPrevented();\n }\n const evt = hydrateObj(new Event(event, {\n bubbles,\n cancelable: true\n }), args);\n if (defaultPrevented) {\n evt.preventDefault();\n }\n if (nativeDispatch) {\n element.dispatchEvent(evt);\n }\n if (evt.defaultPrevented && jQueryEvent) {\n jQueryEvent.preventDefault();\n }\n return evt;\n }\n};\nfunction hydrateObj(obj, meta = {}) {\n for (const [key, value] of Object.entries(meta)) {\n try {\n obj[key] = value;\n } catch (_unused) {\n Object.defineProperty(obj, key, {\n configurable: true,\n get() {\n return value;\n }\n });\n }\n }\n return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n if (value === 'true') {\n return true;\n }\n if (value === 'false') {\n return false;\n }\n if (value === Number(value).toString()) {\n return Number(value);\n }\n if (value === '' || value === 'null') {\n return null;\n }\n if (typeof value !== 'string') {\n return value;\n }\n try {\n return JSON.parse(decodeURIComponent(value));\n } catch (_unused) {\n return value;\n }\n}\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n },\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n },\n getDataAttributes(element) {\n if (!element) {\n return {};\n }\n const attributes = {};\n const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n for (const key of bsKeys) {\n let pureKey = key.replace(/^bs/, '');\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n attributes[pureKey] = normalizeData(element.dataset[key]);\n }\n return attributes;\n },\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Class definition\n */\n\nclass Config {\n // Getters\n static get Default() {\n return {};\n }\n static get DefaultType() {\n return {};\n }\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!');\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n return config;\n }\n _mergeConfigObj(config, element) {\n const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n return {\n ...this.constructor.Default,\n ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n ...(typeof config === 'object' ? config : {})\n };\n }\n _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n for (const [property, expectedTypes] of Object.entries(configTypes)) {\n const value = config[property];\n const valueType = isElement(value) ? 'element' : toType(value);\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n }\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.2';\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n constructor(element, config) {\n super();\n element = getElement(element);\n if (!element) {\n return;\n }\n this._element = element;\n this._config = this._getConfig(config);\n Data.set(this._element, this.constructor.DATA_KEY, this);\n }\n\n // Public\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY);\n EventHandler.off(this._element, this.constructor.EVENT_KEY);\n for (const propertyName of Object.getOwnPropertyNames(this)) {\n this[propertyName] = null;\n }\n }\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated);\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config, this._element);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n\n // Static\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY);\n }\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n }\n static get VERSION() {\n return VERSION;\n }\n static get DATA_KEY() {\n return `bs.${this.NAME}`;\n }\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`;\n }\n static eventName(name) {\n return `${name}${this.EVENT_KEY}`;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst getSelector = element => {\n let selector = element.getAttribute('data-bs-target');\n if (!selector || selector === '#') {\n let hrefAttribute = element.getAttribute('href');\n\n // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n // `document.querySelector` will rightfully complain it is invalid.\n // See https://github.com/twbs/bootstrap/issues/32273\n if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n return null;\n }\n\n // Just in case some CMS puts out a full URL with the anchor appended\n if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n }\n selector = hrefAttribute && hrefAttribute !== '#' ? parseSelector(hrefAttribute.trim()) : null;\n }\n return selector;\n};\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n },\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector);\n },\n children(element, selector) {\n return [].concat(...element.children).filter(child => child.matches(selector));\n },\n parents(element, selector) {\n const parents = [];\n let ancestor = element.parentNode.closest(selector);\n while (ancestor) {\n parents.push(ancestor);\n ancestor = ancestor.parentNode.closest(selector);\n }\n return parents;\n },\n prev(element, selector) {\n let previous = element.previousElementSibling;\n while (previous) {\n if (previous.matches(selector)) {\n return [previous];\n }\n previous = previous.previousElementSibling;\n }\n return [];\n },\n // TODO: this is now unused; remove later along with prev()\n next(element, selector) {\n let next = element.nextElementSibling;\n while (next) {\n if (next.matches(selector)) {\n return [next];\n }\n next = next.nextElementSibling;\n }\n return [];\n },\n focusableChildren(element) {\n const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n },\n getSelectorFromElement(element) {\n const selector = getSelector(element);\n if (selector) {\n return SelectorEngine.findOne(selector) ? selector : null;\n }\n return null;\n },\n getElementFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.findOne(selector) : null;\n },\n getMultipleElementsFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.find(selector) : [];\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n const name = component.NAME;\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`);\n const instance = component.getOrCreateInstance(target);\n\n // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n instance[method]();\n });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$f;\n }\n\n // Public\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n if (closeEvent.defaultPrevented) {\n return;\n }\n this._element.classList.remove(CLASS_NAME_SHOW$8);\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n }\n\n // Private\n _destroyElement() {\n this._element.remove();\n EventHandler.trigger(this._element, EVENT_CLOSED);\n this.dispose();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close');\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$e;\n }\n\n // Public\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this);\n if (config === 'toggle') {\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n event.preventDefault();\n const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n const data = Button.getOrCreateInstance(button);\n data.toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n endCallback: null,\n leftCallback: null,\n rightCallback: null\n};\nconst DefaultType$c = {\n endCallback: '(function|null)',\n leftCallback: '(function|null)',\n rightCallback: '(function|null)'\n};\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n constructor(element, config) {\n super();\n this._element = element;\n if (!element || !Swipe.isSupported()) {\n return;\n }\n this._config = this._getConfig(config);\n this._deltaX = 0;\n this._supportPointerEvents = Boolean(window.PointerEvent);\n this._initEvents();\n }\n\n // Getters\n static get Default() {\n return Default$c;\n }\n static get DefaultType() {\n return DefaultType$c;\n }\n static get NAME() {\n return NAME$d;\n }\n\n // Public\n dispose() {\n EventHandler.off(this._element, EVENT_KEY$9);\n }\n\n // Private\n _start(event) {\n if (!this._supportPointerEvents) {\n this._deltaX = event.touches[0].clientX;\n return;\n }\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX;\n }\n }\n _end(event) {\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX - this._deltaX;\n }\n this._handleSwipe();\n execute(this._config.endCallback);\n }\n _move(event) {\n this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n }\n _handleSwipe() {\n const absDeltaX = Math.abs(this._deltaX);\n if (absDeltaX <= SWIPE_THRESHOLD) {\n return;\n }\n const direction = absDeltaX / this._deltaX;\n this._deltaX = 0;\n if (!direction) {\n return;\n }\n execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n }\n _initEvents() {\n if (this._supportPointerEvents) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n }\n }\n _eventIsPointerPenTouch(event) {\n return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n }\n\n // Static\n static isSupported() {\n return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n interval: 5000,\n keyboard: true,\n pause: 'hover',\n ride: false,\n touch: true,\n wrap: true\n};\nconst DefaultType$b = {\n interval: '(number|boolean)',\n // TODO:v6 remove boolean support\n keyboard: 'boolean',\n pause: '(string|boolean)',\n ride: '(boolean|string)',\n touch: 'boolean',\n wrap: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._interval = null;\n this._activeElement = null;\n this._isSliding = false;\n this.touchTimeout = null;\n this._swipeHelper = null;\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n this._addEventListeners();\n if (this._config.ride === CLASS_NAME_CAROUSEL) {\n this.cycle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$b;\n }\n static get DefaultType() {\n return DefaultType$b;\n }\n static get NAME() {\n return NAME$c;\n }\n\n // Public\n next() {\n this._slide(ORDER_NEXT);\n }\n nextWhenVisible() {\n // FIXME TODO use `document.visibilityState`\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next();\n }\n }\n prev() {\n this._slide(ORDER_PREV);\n }\n pause() {\n if (this._isSliding) {\n triggerTransitionEnd(this._element);\n }\n this._clearInterval();\n }\n cycle() {\n this._clearInterval();\n this._updateInterval();\n this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n }\n _maybeEnableCycle() {\n if (!this._config.ride) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n return;\n }\n this.cycle();\n }\n to(index) {\n const items = this._getItems();\n if (index > items.length - 1 || index < 0) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n return;\n }\n const activeIndex = this._getItemIndex(this._getActive());\n if (activeIndex === index) {\n return;\n }\n const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n this._slide(order, items[index]);\n }\n dispose() {\n if (this._swipeHelper) {\n this._swipeHelper.dispose();\n }\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n config.defaultInterval = config.interval;\n return config;\n }\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n }\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n }\n if (this._config.touch && Swipe.isSupported()) {\n this._addTouchEventListeners();\n }\n }\n _addTouchEventListeners() {\n for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n }\n const endCallBack = () => {\n if (this._config.pause !== 'hover') {\n return;\n }\n\n // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n this.pause();\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout);\n }\n this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n };\n const swipeConfig = {\n leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n endCallback: endCallBack\n };\n this._swipeHelper = new Swipe(this._element, swipeConfig);\n }\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return;\n }\n const direction = KEY_TO_DIRECTION[event.key];\n if (direction) {\n event.preventDefault();\n this._slide(this._directionToOrder(direction));\n }\n }\n _getItemIndex(element) {\n return this._getItems().indexOf(element);\n }\n _setActiveIndicatorElement(index) {\n if (!this._indicatorsElement) {\n return;\n }\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n activeIndicator.removeAttribute('aria-current');\n const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n if (newActiveIndicator) {\n newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n newActiveIndicator.setAttribute('aria-current', 'true');\n }\n }\n _updateInterval() {\n const element = this._activeElement || this._getActive();\n if (!element) {\n return;\n }\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n this._config.interval = elementInterval || this._config.defaultInterval;\n }\n _slide(order, element = null) {\n if (this._isSliding) {\n return;\n }\n const activeElement = this._getActive();\n const isNext = order === ORDER_NEXT;\n const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n if (nextElement === activeElement) {\n return;\n }\n const nextElementIndex = this._getItemIndex(nextElement);\n const triggerEvent = eventName => {\n return EventHandler.trigger(this._element, eventName, {\n relatedTarget: nextElement,\n direction: this._orderToDirection(order),\n from: this._getItemIndex(activeElement),\n to: nextElementIndex\n });\n };\n const slideEvent = triggerEvent(EVENT_SLIDE);\n if (slideEvent.defaultPrevented) {\n return;\n }\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n // TODO: change tests that use empty divs to avoid this check\n return;\n }\n const isCycling = Boolean(this._interval);\n this.pause();\n this._isSliding = true;\n this._setActiveIndicatorElement(nextElementIndex);\n this._activeElement = nextElement;\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n nextElement.classList.add(orderClassName);\n reflow(nextElement);\n activeElement.classList.add(directionalClassName);\n nextElement.classList.add(directionalClassName);\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName);\n nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n this._isSliding = false;\n triggerEvent(EVENT_SLID);\n };\n this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n if (isCycling) {\n this.cycle();\n }\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_SLIDE);\n }\n _getActive() {\n return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n }\n _getItems() {\n return SelectorEngine.find(SELECTOR_ITEM, this._element);\n }\n _clearInterval() {\n if (this._interval) {\n clearInterval(this._interval);\n this._interval = null;\n }\n }\n _directionToOrder(direction) {\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n }\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n }\n _orderToDirection(order) {\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n }\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Carousel.getOrCreateInstance(this, config);\n if (typeof config === 'number') {\n data.to(config);\n return;\n }\n if (typeof config === 'string') {\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return;\n }\n event.preventDefault();\n const carousel = Carousel.getOrCreateInstance(target);\n const slideIndex = this.getAttribute('data-bs-slide-to');\n if (slideIndex) {\n carousel.to(slideIndex);\n carousel._maybeEnableCycle();\n return;\n }\n if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n carousel.next();\n carousel._maybeEnableCycle();\n return;\n }\n carousel.prev();\n carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n for (const carousel of carousels) {\n Carousel.getOrCreateInstance(carousel);\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n parent: null,\n toggle: true\n};\nconst DefaultType$a = {\n parent: '(null|element)',\n toggle: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isTransitioning = false;\n this._triggerArray = [];\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n for (const elem of toggleList) {\n const selector = SelectorEngine.getSelectorFromElement(elem);\n const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n if (selector !== null && filterElement.length) {\n this._triggerArray.push(elem);\n }\n }\n this._initializeChildren();\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n }\n if (this._config.toggle) {\n this.toggle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$a;\n }\n static get DefaultType() {\n return DefaultType$a;\n }\n static get NAME() {\n return NAME$b;\n }\n\n // Public\n toggle() {\n if (this._isShown()) {\n this.hide();\n } else {\n this.show();\n }\n }\n show() {\n if (this._isTransitioning || this._isShown()) {\n return;\n }\n let activeChildren = [];\n\n // find active children\n if (this._config.parent) {\n activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n toggle: false\n }));\n }\n if (activeChildren.length && activeChildren[0]._isTransitioning) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n for (const activeInstance of activeChildren) {\n activeInstance.hide();\n }\n const dimension = this._getDimension();\n this._element.classList.remove(CLASS_NAME_COLLAPSE);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.style[dimension] = 0;\n this._addAriaAndCollapsedClass(this._triggerArray, true);\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n this._element.style[dimension] = '';\n EventHandler.trigger(this._element, EVENT_SHOWN$6);\n };\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n const scrollSize = `scroll${capitalizedDimension}`;\n this._queueCallback(complete, this._element, true);\n this._element.style[dimension] = `${this._element[scrollSize]}px`;\n }\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n const dimension = this._getDimension();\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n for (const trigger of this._triggerArray) {\n const element = SelectorEngine.getElementFromSelector(trigger);\n if (element && !this._isShown(element)) {\n this._addAriaAndCollapsedClass([trigger], false);\n }\n }\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE);\n EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n };\n this._element.style[dimension] = '';\n this._queueCallback(complete, this._element, true);\n }\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW$7);\n }\n\n // Private\n _configAfterMerge(config) {\n config.toggle = Boolean(config.toggle); // Coerce string values\n config.parent = getElement(config.parent);\n return config;\n }\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n }\n _initializeChildren() {\n if (!this._config.parent) {\n return;\n }\n const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n for (const element of children) {\n const selected = SelectorEngine.getElementFromSelector(element);\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected));\n }\n }\n }\n _getFirstLevelChildren(selector) {\n const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent);\n // remove children if greater depth\n return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n }\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return;\n }\n for (const element of triggerArray) {\n element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n element.setAttribute('aria-expanded', isOpen);\n }\n }\n\n // Static\n static jQueryInterface(config) {\n const _config = {};\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false;\n }\n return this.each(function () {\n const data = Collapse.getOrCreateInstance(this, _config);\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n event.preventDefault();\n }\n for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n Collapse.getOrCreateInstance(element, {\n toggle: false\n }).toggle();\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n autoClose: true,\n boundary: 'clippingParents',\n display: 'dynamic',\n offset: [0, 2],\n popperConfig: null,\n reference: 'toggle'\n};\nconst DefaultType$9 = {\n autoClose: '(boolean|string)',\n boundary: '(string|element)',\n display: 'string',\n offset: '(array|string|function)',\n popperConfig: '(null|object|function)',\n reference: '(string|element|object)'\n};\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._popper = null;\n this._parent = this._element.parentNode; // dropdown wrapper\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n this._inNavbar = this._detectNavbar();\n }\n\n // Getters\n static get Default() {\n return Default$9;\n }\n static get DefaultType() {\n return DefaultType$9;\n }\n static get NAME() {\n return NAME$a;\n }\n\n // Public\n toggle() {\n return this._isShown() ? this.hide() : this.show();\n }\n show() {\n if (isDisabled(this._element) || this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n if (showEvent.defaultPrevented) {\n return;\n }\n this._createPopper();\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n this._element.focus();\n this._element.setAttribute('aria-expanded', true);\n this._menu.classList.add(CLASS_NAME_SHOW$6);\n this._element.classList.add(CLASS_NAME_SHOW$6);\n EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n }\n hide() {\n if (isDisabled(this._element) || !this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n this._completeHide(relatedTarget);\n }\n dispose() {\n if (this._popper) {\n this._popper.destroy();\n }\n super.dispose();\n }\n update() {\n this._inNavbar = this._detectNavbar();\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Private\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n if (this._popper) {\n this._popper.destroy();\n }\n this._menu.classList.remove(CLASS_NAME_SHOW$6);\n this._element.classList.remove(CLASS_NAME_SHOW$6);\n this._element.setAttribute('aria-expanded', 'false');\n Manipulator.removeDataAttribute(this._menu, 'popper');\n EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n }\n _getConfig(config) {\n config = super._getConfig(config);\n if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n }\n return config;\n }\n _createPopper() {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n }\n let referenceElement = this._element;\n if (this._config.reference === 'parent') {\n referenceElement = this._parent;\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference);\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference;\n }\n const popperConfig = this._getPopperConfig();\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n }\n _isShown() {\n return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n }\n _getPlacement() {\n const parentDropdown = this._parent;\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n return PLACEMENT_TOPCENTER;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n return PLACEMENT_BOTTOMCENTER;\n }\n\n // We need to trim the value because custom properties can also include spaces\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n }\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n }\n _detectNavbar() {\n return this._element.closest(SELECTOR_NAVBAR) !== null;\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n };\n\n // Disable Popper if we have a static display or Dropdown is in Navbar\n if (this._inNavbar || this._config.display === 'static') {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // TODO: v6 remove\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }];\n }\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _selectMenuItem({\n key,\n target\n }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n if (!items.length) {\n return;\n }\n\n // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n static clearMenus(event) {\n if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n return;\n }\n const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n for (const toggle of openToggles) {\n const context = Dropdown.getInstance(toggle);\n if (!context || context._config.autoClose === false) {\n continue;\n }\n const composedPath = event.composedPath();\n const isMenuTarget = composedPath.includes(context._menu);\n if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n continue;\n }\n\n // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue;\n }\n const relatedTarget = {\n relatedTarget: context._element\n };\n if (event.type === 'click') {\n relatedTarget.clickEvent = event;\n }\n context._completeHide(relatedTarget);\n }\n }\n static dataApiKeydownHandler(event) {\n // If not an UP | DOWN | ESCAPE key => not a dropdown command\n // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n const isInput = /input|textarea/i.test(event.target.tagName);\n const isEscapeEvent = event.key === ESCAPE_KEY$2;\n const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n if (!isUpOrDownEvent && !isEscapeEvent) {\n return;\n }\n if (isInput && !isEscapeEvent) {\n return;\n }\n event.preventDefault();\n\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n const instance = Dropdown.getOrCreateInstance(getToggleButton);\n if (isUpOrDownEvent) {\n event.stopPropagation();\n instance.show();\n instance._selectMenuItem(event);\n return;\n }\n if (instance._isShown()) {\n // else is escape and we check if it is shown\n event.stopPropagation();\n instance.hide();\n getToggleButton.focus();\n }\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n event.preventDefault();\n Dropdown.getOrCreateInstance(this).toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n className: 'modal-backdrop',\n clickCallback: null,\n isAnimated: false,\n isVisible: true,\n // if false, we use the backdrop helper without adding any element to the dom\n rootElement: 'body' // give the choice to place backdrop under different elements\n};\n\nconst DefaultType$8 = {\n className: 'string',\n clickCallback: '(function|null)',\n isAnimated: 'boolean',\n isVisible: 'boolean',\n rootElement: '(element|string)'\n};\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isAppended = false;\n this._element = null;\n }\n\n // Getters\n static get Default() {\n return Default$8;\n }\n static get DefaultType() {\n return DefaultType$8;\n }\n static get NAME() {\n return NAME$9;\n }\n\n // Public\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._append();\n const element = this._getElement();\n if (this._config.isAnimated) {\n reflow(element);\n }\n element.classList.add(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n execute(callback);\n });\n }\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n this.dispose();\n execute(callback);\n });\n }\n dispose() {\n if (!this._isAppended) {\n return;\n }\n EventHandler.off(this._element, EVENT_MOUSEDOWN);\n this._element.remove();\n this._isAppended = false;\n }\n\n // Private\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div');\n backdrop.className = this._config.className;\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE$4);\n }\n this._element = backdrop;\n }\n return this._element;\n }\n _configAfterMerge(config) {\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement);\n return config;\n }\n _append() {\n if (this._isAppended) {\n return;\n }\n const element = this._getElement();\n this._config.rootElement.append(element);\n EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback);\n });\n this._isAppended = true;\n }\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n autofocus: true,\n trapElement: null // The element to trap focus inside of\n};\n\nconst DefaultType$7 = {\n autofocus: 'boolean',\n trapElement: 'element'\n};\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isActive = false;\n this._lastTabNavDirection = null;\n }\n\n // Getters\n static get Default() {\n return Default$7;\n }\n static get DefaultType() {\n return DefaultType$7;\n }\n static get NAME() {\n return NAME$8;\n }\n\n // Public\n activate() {\n if (this._isActive) {\n return;\n }\n if (this._config.autofocus) {\n this._config.trapElement.focus();\n }\n EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n this._isActive = true;\n }\n deactivate() {\n if (!this._isActive) {\n return;\n }\n this._isActive = false;\n EventHandler.off(document, EVENT_KEY$5);\n }\n\n // Private\n _handleFocusin(event) {\n const {\n trapElement\n } = this._config;\n if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n return;\n }\n const elements = SelectorEngine.focusableChildren(trapElement);\n if (elements.length === 0) {\n trapElement.focus();\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus();\n } else {\n elements[0].focus();\n }\n }\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return;\n }\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body;\n }\n\n // Public\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth;\n return Math.abs(window.innerWidth - documentWidth);\n }\n hide() {\n const width = this.getWidth();\n this._disableOverFlow();\n // give padding to element to balance the hidden scrollbar width\n this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n }\n reset() {\n this._resetElementAttributes(this._element, 'overflow');\n this._resetElementAttributes(this._element, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n }\n isOverflowing() {\n return this.getWidth() > 0;\n }\n\n // Private\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow');\n this._element.style.overflow = 'hidden';\n }\n _setElementAttributes(selector, styleProperty, callback) {\n const scrollbarWidth = this.getWidth();\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return;\n }\n this._saveInitialAttribute(element, styleProperty);\n const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _saveInitialAttribute(element, styleProperty) {\n const actualValue = element.style.getPropertyValue(styleProperty);\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProperty, actualValue);\n }\n }\n _resetElementAttributes(selector, styleProperty) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProperty);\n // We only want to remove the property if the value is `null`; the value can also be zero\n if (value === null) {\n element.style.removeProperty(styleProperty);\n return;\n }\n Manipulator.removeDataAttribute(element, styleProperty);\n element.style.setProperty(styleProperty, value);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector);\n return;\n }\n for (const sel of SelectorEngine.find(selector, this._element)) {\n callBack(sel);\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n backdrop: true,\n focus: true,\n keyboard: true\n};\nconst DefaultType$6 = {\n backdrop: '(boolean|string)',\n focus: 'boolean',\n keyboard: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._isShown = false;\n this._isTransitioning = false;\n this._scrollBar = new ScrollBarHelper();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$6;\n }\n static get DefaultType() {\n return DefaultType$6;\n }\n static get NAME() {\n return NAME$7;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._isTransitioning = true;\n this._scrollBar.hide();\n document.body.classList.add(CLASS_NAME_OPEN);\n this._adjustDialog();\n this._backdrop.show(() => this._showElement(relatedTarget));\n }\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._isShown = false;\n this._isTransitioning = true;\n this._focustrap.deactivate();\n this._element.classList.remove(CLASS_NAME_SHOW$4);\n this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n }\n dispose() {\n EventHandler.off(window, EVENT_KEY$4);\n EventHandler.off(this._dialog, EVENT_KEY$4);\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n handleUpdate() {\n this._adjustDialog();\n }\n\n // Private\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop),\n // 'static' option will be translated to true, and booleans will keep their value,\n isAnimated: this._isAnimated()\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _showElement(relatedTarget) {\n // try to append dynamic modal\n if (!document.body.contains(this._element)) {\n document.body.append(this._element);\n }\n this._element.style.display = 'block';\n this._element.removeAttribute('aria-hidden');\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.scrollTop = 0;\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n if (modalBody) {\n modalBody.scrollTop = 0;\n }\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_SHOW$4);\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate();\n }\n this._isTransitioning = false;\n EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n relatedTarget\n });\n };\n this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n if (event.key !== ESCAPE_KEY$1) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n this._triggerBackdropTransition();\n });\n EventHandler.on(window, EVENT_RESIZE$1, () => {\n if (this._isShown && !this._isTransitioning) {\n this._adjustDialog();\n }\n });\n EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n if (this._element !== event.target || this._element !== event2.target) {\n return;\n }\n if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition();\n return;\n }\n if (this._config.backdrop) {\n this.hide();\n }\n });\n });\n }\n _hideModal() {\n this._element.style.display = 'none';\n this._element.setAttribute('aria-hidden', true);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n this._isTransitioning = false;\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN);\n this._resetAdjustments();\n this._scrollBar.reset();\n EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n });\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE$3);\n }\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n if (hideEvent.defaultPrevented) {\n return;\n }\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const initialOverflowY = this._element.style.overflowY;\n // return if the following background transition hasn't yet completed\n if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n return;\n }\n if (!isModalOverflowing) {\n this._element.style.overflowY = 'hidden';\n }\n this._element.classList.add(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.classList.remove(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.style.overflowY = initialOverflowY;\n }, this._dialog);\n }, this._dialog);\n this._element.focus();\n }\n\n /**\n * The following methods are used to handle overflowing modals\n */\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const scrollbarWidth = this._scrollBar.getWidth();\n const isBodyOverflowing = scrollbarWidth > 0;\n if (isBodyOverflowing && !isModalOverflowing) {\n const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n if (!isBodyOverflowing && isModalOverflowing) {\n const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n }\n _resetAdjustments() {\n this._element.style.paddingLeft = '';\n this._element.style.paddingRight = '';\n }\n\n // Static\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](relatedTarget);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$4, () => {\n if (isVisible(this)) {\n this.focus();\n }\n });\n });\n\n // avoid conflict when clicking modal toggler while another one is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n if (alreadyOpen) {\n Modal.getInstance(alreadyOpen).hide();\n }\n const data = Modal.getOrCreateInstance(target);\n data.toggle(this);\n});\nenableDismissTrigger(Modal);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n backdrop: true,\n keyboard: true,\n scroll: false\n};\nconst DefaultType$5 = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n scroll: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isShown = false;\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$5;\n }\n static get DefaultType() {\n return DefaultType$5;\n }\n static get NAME() {\n return NAME$6;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._backdrop.show();\n if (!this._config.scroll) {\n new ScrollBarHelper().hide();\n }\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.classList.add(CLASS_NAME_SHOWING$1);\n const completeCallBack = () => {\n if (!this._config.scroll || this._config.backdrop) {\n this._focustrap.activate();\n }\n this._element.classList.add(CLASS_NAME_SHOW$3);\n this._element.classList.remove(CLASS_NAME_SHOWING$1);\n EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n relatedTarget\n });\n };\n this._queueCallback(completeCallBack, this._element, true);\n }\n hide() {\n if (!this._isShown) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._focustrap.deactivate();\n this._element.blur();\n this._isShown = false;\n this._element.classList.add(CLASS_NAME_HIDING);\n this._backdrop.hide();\n const completeCallback = () => {\n this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n if (!this._config.scroll) {\n new ScrollBarHelper().reset();\n }\n EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n };\n this._queueCallback(completeCallback, this._element, true);\n }\n dispose() {\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n\n // Private\n _initializeBackDrop() {\n const clickCallback = () => {\n if (this._config.backdrop === 'static') {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n this.hide();\n };\n\n // 'static' option will be translated to true, and booleans will keep their value\n const isVisible = Boolean(this._config.backdrop);\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: isVisible ? clickCallback : null\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (event.key !== ESCAPE_KEY) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n });\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$3, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus();\n }\n });\n\n // avoid conflict when clicking a toggler of an offcanvas, while another is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n if (alreadyOpen && alreadyOpen !== target) {\n Offcanvas.getInstance(alreadyOpen).hide();\n }\n const data = Offcanvas.getOrCreateInstance(target);\n data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n Offcanvas.getOrCreateInstance(selector).show();\n }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n if (getComputedStyle(element).position !== 'fixed') {\n Offcanvas.getOrCreateInstance(element).hide();\n }\n }\n});\nenableDismissTrigger(Offcanvas);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\nconst DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n div: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n};\n// js-docs-end allow-list\n\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i;\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n const attributeName = attribute.nodeName.toLowerCase();\n if (allowedAttributeList.includes(attributeName)) {\n if (uriAttributes.has(attributeName)) {\n return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue));\n }\n return true;\n }\n\n // Check if a regular expression validates the attribute.\n return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n if (!unsafeHtml.length) {\n return unsafeHtml;\n }\n if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n return sanitizeFunction(unsafeHtml);\n }\n const domParser = new window.DOMParser();\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n for (const element of elements) {\n const elementName = element.nodeName.toLowerCase();\n if (!Object.keys(allowList).includes(elementName)) {\n element.remove();\n continue;\n }\n const attributeList = [].concat(...element.attributes);\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n for (const attribute of attributeList) {\n if (!allowedAttribute(attribute, allowedAttributes)) {\n element.removeAttribute(attribute.nodeName);\n }\n }\n }\n return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n allowList: DefaultAllowlist,\n content: {},\n // { selector : text , selector2 : text2 , }\n extraClass: '',\n html: false,\n sanitize: true,\n sanitizeFn: null,\n template: '
'\n};\nconst DefaultType$4 = {\n allowList: 'object',\n content: 'object',\n extraClass: '(string|function)',\n html: 'boolean',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n template: 'string'\n};\nconst DefaultContentType = {\n entry: '(string|element|function|null)',\n selector: '(string|element)'\n};\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n }\n\n // Getters\n static get Default() {\n return Default$4;\n }\n static get DefaultType() {\n return DefaultType$4;\n }\n static get NAME() {\n return NAME$5;\n }\n\n // Public\n getContent() {\n return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n }\n hasContent() {\n return this.getContent().length > 0;\n }\n changeContent(content) {\n this._checkContent(content);\n this._config.content = {\n ...this._config.content,\n ...content\n };\n return this;\n }\n toHtml() {\n const templateWrapper = document.createElement('div');\n templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n for (const [selector, text] of Object.entries(this._config.content)) {\n this._setContent(templateWrapper, text, selector);\n }\n const template = templateWrapper.children[0];\n const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n if (extraClass) {\n template.classList.add(...extraClass.split(' '));\n }\n return template;\n }\n\n // Private\n _typeCheckConfig(config) {\n super._typeCheckConfig(config);\n this._checkContent(config.content);\n }\n _checkContent(arg) {\n for (const [selector, content] of Object.entries(arg)) {\n super._typeCheckConfig({\n selector,\n entry: content\n }, DefaultContentType);\n }\n }\n _setContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template);\n if (!templateElement) {\n return;\n }\n content = this._resolvePossibleFunction(content);\n if (!content) {\n templateElement.remove();\n return;\n }\n if (isElement(content)) {\n this._putElementInTemplate(getElement(content), templateElement);\n return;\n }\n if (this._config.html) {\n templateElement.innerHTML = this._maybeSanitize(content);\n return;\n }\n templateElement.textContent = content;\n }\n _maybeSanitize(arg) {\n return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this]);\n }\n _putElementInTemplate(element, templateElement) {\n if (this._config.html) {\n templateElement.innerHTML = '';\n templateElement.append(element);\n return;\n }\n templateElement.textContent = element.textContent;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n allowList: DefaultAllowlist,\n animation: true,\n boundary: 'clippingParents',\n container: false,\n customClass: '',\n delay: 0,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n html: false,\n offset: [0, 6],\n placement: 'top',\n popperConfig: null,\n sanitize: true,\n sanitizeFn: null,\n selector: false,\n template: '
' + '
' + '
' + '
',\n title: '',\n trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n allowList: 'object',\n animation: 'boolean',\n boundary: '(string|element)',\n container: '(string|element|boolean)',\n customClass: '(string|function)',\n delay: '(number|object)',\n fallbackPlacements: 'array',\n html: 'boolean',\n offset: '(array|string|function)',\n placement: '(string|function)',\n popperConfig: '(null|object|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n selector: '(string|boolean)',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string'\n};\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n }\n super(element, config);\n\n // Private\n this._isEnabled = true;\n this._timeout = 0;\n this._isHovered = null;\n this._activeTrigger = {};\n this._popper = null;\n this._templateFactory = null;\n this._newContent = null;\n\n // Protected\n this.tip = null;\n this._setListeners();\n if (!this._config.selector) {\n this._fixTitle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$3;\n }\n static get DefaultType() {\n return DefaultType$3;\n }\n static get NAME() {\n return NAME$4;\n }\n\n // Public\n enable() {\n this._isEnabled = true;\n }\n disable() {\n this._isEnabled = false;\n }\n toggleEnabled() {\n this._isEnabled = !this._isEnabled;\n }\n toggle() {\n if (!this._isEnabled) {\n return;\n }\n this._activeTrigger.click = !this._activeTrigger.click;\n if (this._isShown()) {\n this._leave();\n return;\n }\n this._enter();\n }\n dispose() {\n clearTimeout(this._timeout);\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n if (this._element.getAttribute('data-bs-original-title')) {\n this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n }\n this._disposePopper();\n super.dispose();\n }\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements');\n }\n if (!(this._isWithContent() && this._isEnabled)) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n const shadowRoot = findShadowRoot(this._element);\n const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n if (showEvent.defaultPrevented || !isInTheDom) {\n return;\n }\n\n // TODO: v6 remove this or make it optional\n this._disposePopper();\n const tip = this._getTipElement();\n this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n const {\n container\n } = this._config;\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip);\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n }\n this._popper = this._createPopper(tip);\n tip.classList.add(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n const complete = () => {\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n if (this._isHovered === false) {\n this._leave();\n }\n this._isHovered = false;\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n hide() {\n if (!this._isShown()) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n if (hideEvent.defaultPrevented) {\n return;\n }\n const tip = this._getTipElement();\n tip.classList.remove(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n this._activeTrigger[TRIGGER_CLICK] = false;\n this._activeTrigger[TRIGGER_FOCUS] = false;\n this._activeTrigger[TRIGGER_HOVER] = false;\n this._isHovered = null; // it is a trick to support manual triggering\n\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return;\n }\n if (!this._isHovered) {\n this._disposePopper();\n }\n this._element.removeAttribute('aria-describedby');\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n update() {\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Protected\n _isWithContent() {\n return Boolean(this._getTitle());\n }\n _getTipElement() {\n if (!this.tip) {\n this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n }\n return this.tip;\n }\n _createTipElement(content) {\n const tip = this._getTemplateFactory(content).toHtml();\n\n // TODO: remove this check in v6\n if (!tip) {\n return null;\n }\n tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2);\n // TODO: v6 the following can be achieved with CSS only\n tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n const tipId = getUID(this.constructor.NAME).toString();\n tip.setAttribute('id', tipId);\n if (this._isAnimated()) {\n tip.classList.add(CLASS_NAME_FADE$2);\n }\n return tip;\n }\n setContent(content) {\n this._newContent = content;\n if (this._isShown()) {\n this._disposePopper();\n this.show();\n }\n }\n _getTemplateFactory(content) {\n if (this._templateFactory) {\n this._templateFactory.changeContent(content);\n } else {\n this._templateFactory = new TemplateFactory({\n ...this._config,\n // the `content` var has to be after `this._config`\n // to override config.content in case of popover\n content,\n extraClass: this._resolvePossibleFunction(this._config.customClass)\n });\n }\n return this._templateFactory;\n }\n _getContentForTemplate() {\n return {\n [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n };\n }\n _getTitle() {\n return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n }\n\n // Private\n _initializeOnDelegatedTarget(event) {\n return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n }\n _isAnimated() {\n return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n }\n _isShown() {\n return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n }\n _createPopper(tip) {\n const placement = execute(this._config.placement, [this, tip, this._element]);\n const attachment = AttachmentMap[placement.toUpperCase()];\n return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this._element]);\n }\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [{\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }, {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n }, {\n name: 'preSetPlacement',\n enabled: true,\n phase: 'beforeMain',\n fn: data => {\n // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n }\n }]\n };\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _setListeners() {\n const triggers = this._config.trigger.split(' ');\n for (const trigger of triggers) {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context.toggle();\n });\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n EventHandler.on(this._element, eventIn, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n context._enter();\n });\n EventHandler.on(this._element, eventOut, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n context._leave();\n });\n }\n }\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide();\n }\n };\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n }\n _fixTitle() {\n const title = this._element.getAttribute('title');\n if (!title) {\n return;\n }\n if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n this._element.setAttribute('aria-label', title);\n }\n this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n this._element.removeAttribute('title');\n }\n _enter() {\n if (this._isShown() || this._isHovered) {\n this._isHovered = true;\n return;\n }\n this._isHovered = true;\n this._setTimeout(() => {\n if (this._isHovered) {\n this.show();\n }\n }, this._config.delay.show);\n }\n _leave() {\n if (this._isWithActiveTrigger()) {\n return;\n }\n this._isHovered = false;\n this._setTimeout(() => {\n if (!this._isHovered) {\n this.hide();\n }\n }, this._config.delay.hide);\n }\n _setTimeout(handler, timeout) {\n clearTimeout(this._timeout);\n this._timeout = setTimeout(handler, timeout);\n }\n _isWithActiveTrigger() {\n return Object.values(this._activeTrigger).includes(true);\n }\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element);\n for (const dataAttribute of Object.keys(dataAttributes)) {\n if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n delete dataAttributes[dataAttribute];\n }\n }\n config = {\n ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n };\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n config.container = config.container === false ? document.body : getElement(config.container);\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n };\n }\n if (typeof config.title === 'number') {\n config.title = config.title.toString();\n }\n if (typeof config.content === 'number') {\n config.content = config.content.toString();\n }\n return config;\n }\n _getDelegateConfig() {\n const config = {};\n for (const [key, value] of Object.entries(this._config)) {\n if (this.constructor.Default[key] !== value) {\n config[key] = value;\n }\n }\n config.selector = false;\n config.trigger = 'manual';\n\n // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n return config;\n }\n _disposePopper() {\n if (this._popper) {\n this._popper.destroy();\n this._popper = null;\n }\n if (this.tip) {\n this.tip.remove();\n this.tip = null;\n }\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = {\n ...Tooltip.Default,\n content: '',\n offset: [0, 8],\n placement: 'right',\n template: '
' + '
' + '

' + '
' + '
',\n trigger: 'click'\n};\nconst DefaultType$2 = {\n ...Tooltip.DefaultType,\n content: '(null|string|element|function)'\n};\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n // Getters\n static get Default() {\n return Default$2;\n }\n static get DefaultType() {\n return DefaultType$2;\n }\n static get NAME() {\n return NAME$3;\n }\n\n // Overrides\n _isWithContent() {\n return this._getTitle() || this._getContent();\n }\n\n // Private\n _getContentForTemplate() {\n return {\n [SELECTOR_TITLE]: this._getTitle(),\n [SELECTOR_CONTENT]: this._getContent()\n };\n }\n _getContent() {\n return this._resolvePossibleFunction(this._config.content);\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n offset: null,\n // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: '0px 0px -25%',\n smoothScroll: false,\n target: null,\n threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n offset: '(number|null)',\n // TODO v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: 'string',\n smoothScroll: 'boolean',\n target: 'element',\n threshold: 'array'\n};\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n\n // this._element is the observablesContainer and config.target the menu links wrapper\n this._targetLinks = new Map();\n this._observableSections = new Map();\n this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n this._activeTarget = null;\n this._observer = null;\n this._previousScrollData = {\n visibleEntryTop: 0,\n parentScrollTop: 0\n };\n this.refresh(); // initialize\n }\n\n // Getters\n static get Default() {\n return Default$1;\n }\n static get DefaultType() {\n return DefaultType$1;\n }\n static get NAME() {\n return NAME$2;\n }\n\n // Public\n refresh() {\n this._initializeTargetsAndObservables();\n this._maybeEnableSmoothScroll();\n if (this._observer) {\n this._observer.disconnect();\n } else {\n this._observer = this._getNewObserver();\n }\n for (const section of this._observableSections.values()) {\n this._observer.observe(section);\n }\n }\n dispose() {\n this._observer.disconnect();\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n config.target = getElement(config.target) || document.body;\n\n // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n if (typeof config.threshold === 'string') {\n config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n }\n return config;\n }\n _maybeEnableSmoothScroll() {\n if (!this._config.smoothScroll) {\n return;\n }\n\n // unregister any previous listeners\n EventHandler.off(this._config.target, EVENT_CLICK);\n EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n const observableSection = this._observableSections.get(event.target.hash);\n if (observableSection) {\n event.preventDefault();\n const root = this._rootElement || window;\n const height = observableSection.offsetTop - this._element.offsetTop;\n if (root.scrollTo) {\n root.scrollTo({\n top: height,\n behavior: 'smooth'\n });\n return;\n }\n\n // Chrome 60 doesn't support `scrollTo`\n root.scrollTop = height;\n }\n });\n }\n _getNewObserver() {\n const options = {\n root: this._rootElement,\n threshold: this._config.threshold,\n rootMargin: this._config.rootMargin\n };\n return new IntersectionObserver(entries => this._observerCallback(entries), options);\n }\n\n // The logic of selection\n _observerCallback(entries) {\n const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n const activate = entry => {\n this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n this._process(targetElement(entry));\n };\n const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n this._previousScrollData.parentScrollTop = parentScrollTop;\n for (const entry of entries) {\n if (!entry.isIntersecting) {\n this._activeTarget = null;\n this._clearActiveClass(targetElement(entry));\n continue;\n }\n const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop;\n // if we are scrolling down, pick the bigger offsetTop\n if (userScrollsDown && entryIsLowerThanPrevious) {\n activate(entry);\n // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n if (!parentScrollTop) {\n return;\n }\n continue;\n }\n\n // if we are scrolling up, pick the smallest offsetTop\n if (!userScrollsDown && !entryIsLowerThanPrevious) {\n activate(entry);\n }\n }\n }\n _initializeTargetsAndObservables() {\n this._targetLinks = new Map();\n this._observableSections = new Map();\n const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n for (const anchor of targetLinks) {\n // ensure that the anchor has an id and is not disabled\n if (!anchor.hash || isDisabled(anchor)) {\n continue;\n }\n const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element);\n\n // ensure that the observableSection exists & is visible\n if (isVisible(observableSection)) {\n this._targetLinks.set(decodeURI(anchor.hash), anchor);\n this._observableSections.set(anchor.hash, observableSection);\n }\n }\n }\n _process(target) {\n if (this._activeTarget === target) {\n return;\n }\n this._clearActiveClass(this._config.target);\n this._activeTarget = target;\n target.classList.add(CLASS_NAME_ACTIVE$1);\n this._activateParents(target);\n EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n relatedTarget: target\n });\n }\n _activateParents(target) {\n // Activate dropdown parents\n if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n return;\n }\n for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n // Set triggered links parents as active\n // With both