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# Job Market API | ||
# Introducing the Job Market API powered by FastAPI! | ||
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Welcome to the Job Market API! This API provides functionalities to extract, transform, load (ETL), and analyze job market data from various sources. The API allows users to interact with the data stored in the system, perform ETL processes, and execute predefined use cases for data analysis. | ||
The Job Market API is a powerful tool for analyzing trends and gaining insights into the job market landscape. Built with FastAPI, the API offers seamless data loading, tailored use cases, and actionable insights. | ||
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## Installation and Setup | ||
## ✨ Features: | ||
The `api.py` is the python script which contains all the endpoints of our application. | ||
- Load data seamlessly into Elasticsearch. | ||
- Explore use cases with tailored endpoints. | ||
- Retrieve valuable insights with just a few clicks. | ||
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## API Endpoints | ||
## API Endpoints | ||
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- `/scraped_data`: Endpoint to trigger the data extraction and loading process. | ||
- `/processed_data`: Endpoint to execute predefined use cases for data analysis. | ||
- `/load_data`: Load data into Elasticsearch. | ||
- `/usecase1`: Execute and retrieve results for use case 1 (e.g., analyzing job postings). | ||
- `/usecase2`: Execute and retrieve results for use case 2 (e.g., tracking market trends). | ||
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## Usage | ||
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1. **Load Data**: | ||
``` | ||
GET http://localhost:8000//scraped_data | ||
``` | ||
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2. **Analyze Data**: | ||
``` | ||
GET http://localhost:8000//processed_data | ||
``` | ||
- Make requests to the desired endpoints using appropriate parameters. | ||
- Receive responses containing actionable insights and analysis results. | ||
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## Additional Information | ||
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- **Error Handling:** The API returns appropriate status codes and error messages for invalid requests or errors. | ||
- **Authentication:** Add authentication mechanisms to restrict access to sensitive endpoints. | ||
- **Rate Limiting:** Implement rate limiting to prevent abuse of the API. | ||
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## Resources: | ||
- [https://fastapi.tiangolo.com/](https://fastapi.tiangolo.com/) | ||
- [https://www.uvicorn.org/](https://www.uvicorn.org/) | ||
- [https://swagger.io/](https://swagger.io/) |