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# Created by https://www.toptal.com/developers/gitignore/api/python | ||
# Edit at https://www.toptal.com/developers/gitignore?templates=python | ||
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### Python ### | ||
# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*$py.class | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
downloads/ | ||
eggs/ | ||
.eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
wheels/ | ||
share/python-wheels/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
MANIFEST | ||
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# PyInstaller | ||
# Usually these files are written by a python script from a template | ||
# before PyInstaller builds the exe, so as to inject date/other infos into it. | ||
*.manifest | ||
*.spec | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.nox/ | ||
.coverage | ||
.coverage.* | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
*.cover | ||
*.py,cover | ||
.hypothesis/ | ||
.pytest_cache/ | ||
cover/ | ||
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# Translations | ||
*.mo | ||
*.pot | ||
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# Django stuff: | ||
*.log | ||
local_settings.py | ||
db.sqlite3 | ||
db.sqlite3-journal | ||
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# Flask stuff: | ||
instance/ | ||
.webassets-cache | ||
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# Scrapy stuff: | ||
.scrapy | ||
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# Sphinx documentation | ||
docs/_build/ | ||
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# PyBuilder | ||
.pybuilder/ | ||
target/ | ||
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# Jupyter Notebook | ||
.ipynb_checkpoints | ||
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# IPython | ||
profile_default/ | ||
ipython_config.py | ||
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# pyenv | ||
# For a library or package, you might want to ignore these files since the code is | ||
# intended to run in multiple environments; otherwise, check them in: | ||
# .python-version | ||
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# pipenv | ||
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. | ||
# However, in case of collaboration, if having platform-specific dependencies or dependencies | ||
# having no cross-platform support, pipenv may install dependencies that don't work, or not | ||
# install all needed dependencies. | ||
#Pipfile.lock | ||
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# poetry | ||
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. | ||
# This is especially recommended for binary packages to ensure reproducibility, and is more | ||
# commonly ignored for libraries. | ||
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control | ||
#poetry.lock | ||
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# pdm | ||
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. | ||
#pdm.lock | ||
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it | ||
# in version control. | ||
# https://pdm.fming.dev/#use-with-ide | ||
.pdm.toml | ||
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm | ||
__pypackages__/ | ||
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# Celery stuff | ||
celerybeat-schedule | ||
celerybeat.pid | ||
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# SageMath parsed files | ||
*.sage.py | ||
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# Environments | ||
.env | ||
.venv | ||
env/ | ||
venv/ | ||
ENV/ | ||
env.bak/ | ||
venv.bak/ | ||
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# Spyder project settings | ||
.spyderproject | ||
.spyproject | ||
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# Rope project settings | ||
.ropeproject | ||
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# mkdocs documentation | ||
/site | ||
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# mypy | ||
.mypy_cache/ | ||
.dmypy.json | ||
dmypy.json | ||
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# Pyre type checker | ||
.pyre/ | ||
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# pytype static type analyzer | ||
.pytype/ | ||
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# Cython debug symbols | ||
cython_debug/ | ||
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# PyCharm | ||
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can | ||
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore | ||
# and can be added to the global gitignore or merged into this file. For a more nuclear | ||
# option (not recommended) you can uncomment the following to ignore the entire idea folder. | ||
#.idea/ | ||
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### Python Patch ### | ||
# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration | ||
poetry.toml | ||
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# ruff | ||
.ruff_cache/ | ||
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# LSP config files | ||
pyrightconfig.json | ||
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# End of https://www.toptal.com/developers/gitignore/api/python |
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# OpenAI Billing Analysis | ||
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Command line tool to provide per key $ usage of OpenAI API keys on daily and | ||
monthly level. | ||
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> [!NOTE] | ||
> Open AI's dashboard will have this feature directly in some time. In | ||
> that case, we will archive this repository and use the dashboard itself. | ||
For using, download JSON billing data from the activity tab of [the usage | ||
dashboard](https://platform.openai.com/usage) and run the following: | ||
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```shell | ||
# Assuming you have installed the package | ||
openai_billing_analysis activity-2024-02-01-2024-03-01.json --date=2024-02-13 | ||
``` |
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""" | ||
Usage: | ||
openai_billing_analysis <activity-export> [--date=<date>] | ||
Arguments: | ||
<activity-export> JSON export file for Open AI monthly activity. Download | ||
from activity tab here https://platform.openai.com/usage | ||
Options: | ||
--date=<date> Date to analyze in yyyy-MM-dd format. Defaults to today. | ||
""" | ||
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import datetime | ||
import json | ||
import warnings | ||
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from docopt import docopt | ||
from gpt_cost_estimator import CostEstimator | ||
from pydash import py_ | ||
from tabulate import tabulate | ||
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# NOTE: Using https://github.com/michaelachmann/gpt-cost-estimator/ with some | ||
# changes as of 13th Feb 2024 | ||
PRICES = { | ||
**CostEstimator.PRICES, | ||
"gpt-3.5-turbo-0125": {"input": 0.0005, "output": 0.0015}, | ||
"gpt-4-0125-preview": {"input": 0.01, "output": 0.03} | ||
} | ||
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def activity_cost(activity: dict) -> float: | ||
if activity["usage_type"] != "text": | ||
raise ValueError(f"Unsupported usage type {activity['usage_type']}.") | ||
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price = PRICES[activity["model"]] | ||
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return (price["input"] * activity["n_context_tokens_total"] / 1000) + \ | ||
(price["output"] * activity["n_generated_tokens_total"] / 1000) | ||
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def activity_date(activity: dict) -> datetime.date: | ||
tz = datetime.datetime.now().astimezone().tzinfo | ||
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return datetime.datetime.fromtimestamp(activity["timestamp"], tz=tz).date() | ||
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def print_breakdown(data: list[dict]): | ||
table = [] | ||
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def _group_fn(activity) -> str: | ||
return activity["api_key_name"] or activity["user"] | ||
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for name, group in py_.group_by(data, _group_fn).items(): | ||
table.append([name, sum([activity_cost(activity) for activity in group])]) | ||
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table = sorted(table, key=lambda it: it[1], reverse=True) | ||
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print(tabulate(table, headers=["Key / User", "$"], tablefmt="fancy_grid")) | ||
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def main(): | ||
args = docopt(__doc__) | ||
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with open(args["<activity-export>"]) as fp: | ||
data = json.load(fp)["data"] | ||
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warnings.warn("Please ensure that the data dump is freshly downloaded") | ||
print() | ||
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total_cost = sum([activity_cost(activity) for activity in data]) | ||
print(f":: Total cost ${total_cost}") | ||
print(":: Monthly breakdown") | ||
print_breakdown(data) | ||
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print("\n") | ||
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if args["--date"]: | ||
asked_date = datetime.datetime.strptime(args["--date"], "%Y-%m-%d").date() | ||
else: | ||
asked_date = datetime.datetime.now().date() | ||
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daily_data = [activity for activity in data if activity_date(activity) == asked_date] | ||
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daily_cost = sum([activity_cost(activity) for activity in daily_data]) | ||
print(f":: Day's ({asked_date} your tz) cost ${daily_cost}") | ||
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print(f":: Daily breakdown") | ||
print_breakdown(daily_data) |
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