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|||||||
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MIT License
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||||||
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||||||
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Copyright (c) 2023 Declan Teevan
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||||||
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||||||
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Permission is hereby granted, free of charge, to any person obtaining a copy
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SOFTWARE.
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||||||
33
README.md
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|||||||
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# Request Coalescing in Async Python
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||||||
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||||||
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## About
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||||||
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||||||
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This repository is a simple experiment revolved around implementing request coalescing in Python using Asyncio and FastAPI, inspired by the Discord Engineering team's blog post on [How Discord Stores Trillions of Messages.](https://discord.com/blog/how-discord-stores-trillions-of-messages)
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||||||
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||||||
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## How does it work?
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||||||
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||||||
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When a client makes a request for an item, as they're name in this demo, of a specific id, it adds a task to the coalescer queue and waits for the result of that task. Any subsequent requests for items of the same ID, in the meantime, will subscribe to the future result of that first pending task instead of performing their own read query.
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||||||
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||||||
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||||||
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||||||
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## Testing
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||||||
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||||||
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```bash
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||||||
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> poetry run pytest
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||||||
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||||||
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tests\test_standard.py Making 5x100 concurrent requests (500 total)...
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Standard Requests: Took 457.228ms
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Standard Metrics: {'requests': 500, 'db_calls': 500}
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||||||
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tests\test_coalesced.py Making 5x100 concurrent requests (500 total)...
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Coalesced Requests: Took 49.328ms
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Coalesced Metrics: {'requests': 500, 'db_calls': 100}
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||||||
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```
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||||||
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The number of database queries has fallen from 1:1 with requests to 1 database call per 5 requests (lining up with there being 5 requests being made concurrently in the tests).
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||||||
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||||||
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## License and Contributing
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||||||
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||||||
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Please feel free to make pull requests containing any suggestions for improvements.
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||||||
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||||||
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This repository is open sourced under the [MIT License.](/LICENSE)
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||||||
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# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
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[[package]]
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||||||
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name = "aiosqlite"
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||||||
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version = "0.19.0"
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||||||
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description = "asyncio bridge to the standard sqlite3 module"
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||||||
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||||||
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python-versions = ">=3.7"
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||||||
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|
||||||
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||||||
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[package.extras]
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||||||
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dev = ["aiounittest (==1.4.1)", "attribution (==1.6.2)", "black (==23.3.0)", "coverage[toml] (==7.2.3)", "flake8 (==5.0.4)", "flake8-bugbear (==23.3.12)", "flit (==3.7.1)", "mypy (==1.2.0)", "ufmt (==2.1.0)", "usort (==1.0.6)"]
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docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"]
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||||||
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[[package]]
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||||||
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name = "annotated-types"
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||||||
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||||||
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description = "Reusable constraint types to use with typing.Annotated"
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[package.dependencies]
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typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
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||||||
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[[package]]
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||||||
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name = "anyio"
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||||||
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version = "3.7.1"
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||||||
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description = "High level compatibility layer for multiple asynchronous event loop implementations"
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[package.dependencies]
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||||||
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exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
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||||||
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idna = ">=2.8"
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||||||
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sniffio = ">=1.1"
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||||||
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||||||
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[package.extras]
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||||||
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doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
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||||||
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test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
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||||||
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trio = ["trio (<0.22)"]
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||||||
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||||||
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[[package]]
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||||||
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name = "asgi-lifespan"
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||||||
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version = "2.1.0"
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||||||
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files = [
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||||||
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||||||
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[package.dependencies]
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||||||
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sniffio = "*"
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||||||
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||||||
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[[package]]
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||||||
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name = "certifi"
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||||||
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version = "2023.7.22"
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||||||
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description = "Python package for providing Mozilla's CA Bundle."
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||||||
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optional = false
|
||||||
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python-versions = ">=3.6"
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||||||
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files = [
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||||||
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||||||
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[[package]]
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||||||
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name = "click"
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||||||
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version = "8.1.7"
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||||||
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description = "Composable command line interface toolkit"
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||||||
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optional = false
|
||||||
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python-versions = ">=3.7"
|
||||||
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files = [
|
||||||
|
{file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
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{file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
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]
|
||||||
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|
||||||
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[package.dependencies]
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colorama = {version = "*", markers = "platform_system == \"Windows\""}
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||||||
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|
||||||
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[[package]]
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||||||
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name = "colorama"
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||||||
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version = "0.4.6"
|
||||||
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description = "Cross-platform colored terminal text."
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||||||
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optional = false
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||||||
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python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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files = [
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{file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
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]
|
||||||
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|
||||||
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[[package]]
|
||||||
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name = "databases"
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||||||
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version = "0.8.0"
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||||||
|
description = "Async database support for Python."
|
||||||
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optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
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|
{file = "databases-0.8.0-py3-none-any.whl", hash = "sha256:0ceb7fd5c740d846e1f4f58c0256d780a6786841ec8e624a21f1eb1b51a9093d"},
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{file = "databases-0.8.0.tar.gz", hash = "sha256:6544d82e9926f233d694ec29cd018403444c7fb6e863af881a8304d1ff5cfb90"},
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]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
aiosqlite = {version = "*", optional = true, markers = "extra == \"sqlite\""}
|
||||||
|
sqlalchemy = ">=1.4.42,<1.5"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
aiomysql = ["aiomysql"]
|
||||||
|
aiopg = ["aiopg"]
|
||||||
|
aiosqlite = ["aiosqlite"]
|
||||||
|
asyncmy = ["asyncmy"]
|
||||||
|
asyncpg = ["asyncpg"]
|
||||||
|
mysql = ["aiomysql"]
|
||||||
|
postgresql = ["asyncpg"]
|
||||||
|
sqlite = ["aiosqlite"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "exceptiongroup"
|
||||||
|
version = "1.1.3"
|
||||||
|
description = "Backport of PEP 654 (exception groups)"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
|
||||||
|
{file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
test = ["pytest (>=6)"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "fastapi"
|
||||||
|
version = "0.103.2"
|
||||||
|
description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "fastapi-0.103.2-py3-none-any.whl", hash = "sha256:3270de872f0fe9ec809d4bd3d4d890c6d5cc7b9611d721d6438f9dacc8c4ef2e"},
|
||||||
|
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|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
anyio = ">=3.7.1,<4.0.0"
|
||||||
|
pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
|
||||||
|
starlette = ">=0.27.0,<0.28.0"
|
||||||
|
typing-extensions = ">=4.5.0"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "greenlet"
|
||||||
|
version = "3.0.0"
|
||||||
|
description = "Lightweight in-process concurrent programming"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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{file = "greenlet-3.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:37f60b3a42d8b5499be910d1267b24355c495064f271cfe74bf28b17b099133c"},
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||||||
|
{file = "greenlet-3.0.0-cp311-universal2-macosx_10_9_universal2.whl", hash = "sha256:c3692ecf3fe754c8c0f2c95ff19626584459eab110eaab66413b1e7425cd84e9"},
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||||||
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||||||
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{file = "greenlet-3.0.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:73b2f1922a39d5d59cc0e597987300df3396b148a9bd10b76a058a2f2772fc04"},
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||||||
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||||||
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||||||
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{file = "greenlet-3.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:334ef6ed8337bd0b58bb0ae4f7f2dcc84c9f116e474bb4ec250a8bb9bd797a66"},
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||||||
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{file = "greenlet-3.0.0-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6672fdde0fd1a60b44fb1751a7779c6db487e42b0cc65e7caa6aa686874e79fb"},
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||||||
|
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||||||
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{file = "greenlet-3.0.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:269d06fa0f9624455ce08ae0179430eea61085e3cf6457f05982b37fd2cefe17"},
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||||||
|
{file = "greenlet-3.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:9adbd8ecf097e34ada8efde9b6fec4dd2a903b1e98037adf72d12993a1c80b51"},
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||||||
|
{file = "greenlet-3.0.0-cp312-universal2-macosx_10_9_universal2.whl", hash = "sha256:553d6fb2324e7f4f0899e5ad2c427a4579ed4873f42124beba763f16032959af"},
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||||||
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{file = "greenlet-3.0.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c6b5ce7f40f0e2f8b88c28e6691ca6806814157ff05e794cdd161be928550f4c"},
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||||||
|
{file = "greenlet-3.0.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ecf94aa539e97a8411b5ea52fc6ccd8371be9550c4041011a091eb8b3ca1d810"},
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||||||
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||||||
|
{file = "greenlet-3.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e52a712c38e5fb4fd68e00dc3caf00b60cb65634d50e32281a9d6431b33b4af1"},
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||||||
|
{file = "greenlet-3.0.0-cp37-cp37m-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d5539f6da3418c3dc002739cb2bb8d169056aa66e0c83f6bacae0cd3ac26b423"},
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||||||
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{file = "greenlet-3.0.0-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:343675e0da2f3c69d3fb1e894ba0a1acf58f481f3b9372ce1eb465ef93cf6fed"},
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||||||
|
{file = "greenlet-3.0.0-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:abe1ef3d780de56defd0c77c5ba95e152f4e4c4e12d7e11dd8447d338b85a625"},
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||||||
|
{file = "greenlet-3.0.0-cp37-cp37m-win32.whl", hash = "sha256:e693e759e172fa1c2c90d35dea4acbdd1d609b6936115d3739148d5e4cd11947"},
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||||||
|
{file = "greenlet-3.0.0-cp37-cp37m-win_amd64.whl", hash = "sha256:bdd696947cd695924aecb3870660b7545a19851f93b9d327ef8236bfc49be705"},
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||||||
|
{file = "greenlet-3.0.0-cp37-universal2-macosx_11_0_x86_64.whl", hash = "sha256:cc3e2679ea13b4de79bdc44b25a0c4fcd5e94e21b8f290791744ac42d34a0353"},
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||||||
|
{file = "greenlet-3.0.0-cp38-cp38-macosx_11_0_universal2.whl", hash = "sha256:63acdc34c9cde42a6534518e32ce55c30f932b473c62c235a466469a710bfbf9"},
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||||||
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{file = "greenlet-3.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a1a6244ff96343e9994e37e5b4839f09a0207d35ef6134dce5c20d260d0302c"},
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||||||
|
{file = "greenlet-3.0.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b822fab253ac0f330ee807e7485769e3ac85d5eef827ca224feaaefa462dc0d0"},
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||||||
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{file = "greenlet-3.0.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8060b32d8586e912a7b7dac2d15b28dbbd63a174ab32f5bc6d107a1c4143f40b"},
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||||||
|
{file = "greenlet-3.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:621fcb346141ae08cb95424ebfc5b014361621b8132c48e538e34c3c93ac7365"},
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||||||
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{file = "greenlet-3.0.0-cp38-cp38-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6bb36985f606a7c49916eff74ab99399cdfd09241c375d5a820bb855dfb4af9f"},
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||||||
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{file = "greenlet-3.0.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:10b5582744abd9858947d163843d323d0b67be9432db50f8bf83031032bc218d"},
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||||||
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||||||
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{file = "greenlet-3.0.0-cp38-cp38-win32.whl", hash = "sha256:9de687479faec7db5b198cc365bc34addd256b0028956501f4d4d5e9ca2e240a"},
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||||||
|
{file = "greenlet-3.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:3fd2b18432e7298fcbec3d39e1a0aa91ae9ea1c93356ec089421fabc3651572b"},
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||||||
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{file = "greenlet-3.0.0-cp38-universal2-macosx_11_0_x86_64.whl", hash = "sha256:3c0d36f5adc6e6100aedbc976d7428a9f7194ea79911aa4bf471f44ee13a9464"},
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||||||
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{file = "greenlet-3.0.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:4cd83fb8d8e17633ad534d9ac93719ef8937568d730ef07ac3a98cb520fd93e4"},
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||||||
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{file = "greenlet-3.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a5b2d4cdaf1c71057ff823a19d850ed5c6c2d3686cb71f73ae4d6382aaa7a06"},
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||||||
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{file = "greenlet-3.0.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2e7dcdfad252f2ca83c685b0fa9fba00e4d8f243b73839229d56ee3d9d219314"},
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||||||
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{file = "greenlet-3.0.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c94e4e924d09b5a3e37b853fe5924a95eac058cb6f6fb437ebb588b7eda79870"},
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||||||
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{file = "greenlet-3.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad6fb737e46b8bd63156b8f59ba6cdef46fe2b7db0c5804388a2d0519b8ddb99"},
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||||||
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{file = "greenlet-3.0.0-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d55db1db455c59b46f794346efce896e754b8942817f46a1bada2d29446e305a"},
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||||||
|
{file = "greenlet-3.0.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:56867a3b3cf26dc8a0beecdb4459c59f4c47cdd5424618c08515f682e1d46692"},
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||||||
|
{file = "greenlet-3.0.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:9a812224a5fb17a538207e8cf8e86f517df2080c8ee0f8c1ed2bdaccd18f38f4"},
|
||||||
|
{file = "greenlet-3.0.0-cp39-cp39-win32.whl", hash = "sha256:0d3f83ffb18dc57243e0151331e3c383b05e5b6c5029ac29f754745c800f8ed9"},
|
||||||
|
{file = "greenlet-3.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:831d6f35037cf18ca5e80a737a27d822d87cd922521d18ed3dbc8a6967be50ce"},
|
||||||
|
{file = "greenlet-3.0.0-cp39-universal2-macosx_11_0_x86_64.whl", hash = "sha256:a048293392d4e058298710a54dfaefcefdf49d287cd33fb1f7d63d55426e4355"},
|
||||||
|
{file = "greenlet-3.0.0.tar.gz", hash = "sha256:19834e3f91f485442adc1ee440171ec5d9a4840a1f7bd5ed97833544719ce10b"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
docs = ["Sphinx"]
|
||||||
|
test = ["objgraph", "psutil"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "h11"
|
||||||
|
version = "0.14.0"
|
||||||
|
description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
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||||||
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{file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "httpcore"
|
||||||
|
version = "0.18.0"
|
||||||
|
description = "A minimal low-level HTTP client."
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.8"
|
||||||
|
files = [
|
||||||
|
{file = "httpcore-0.18.0-py3-none-any.whl", hash = "sha256:adc5398ee0a476567bf87467063ee63584a8bce86078bf748e48754f60202ced"},
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||||||
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{file = "httpcore-0.18.0.tar.gz", hash = "sha256:13b5e5cd1dca1a6636a6aaea212b19f4f85cd88c366a2b82304181b769aab3c9"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
anyio = ">=3.0,<5.0"
|
||||||
|
certifi = "*"
|
||||||
|
h11 = ">=0.13,<0.15"
|
||||||
|
sniffio = "==1.*"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
http2 = ["h2 (>=3,<5)"]
|
||||||
|
socks = ["socksio (==1.*)"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "httpx"
|
||||||
|
version = "0.25.0"
|
||||||
|
description = "The next generation HTTP client."
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.8"
|
||||||
|
files = [
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||||||
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||||||
|
]
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||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
certifi = "*"
|
||||||
|
httpcore = ">=0.18.0,<0.19.0"
|
||||||
|
idna = "*"
|
||||||
|
sniffio = "*"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
brotli = ["brotli", "brotlicffi"]
|
||||||
|
cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
|
||||||
|
http2 = ["h2 (>=3,<5)"]
|
||||||
|
socks = ["socksio (==1.*)"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "idna"
|
||||||
|
version = "3.4"
|
||||||
|
description = "Internationalized Domain Names in Applications (IDNA)"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.5"
|
||||||
|
files = [
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||||||
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||||||
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||||||
|
]
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||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "iniconfig"
|
||||||
|
version = "2.0.0"
|
||||||
|
description = "brain-dead simple config-ini parsing"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
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||||||
|
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||||||
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|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "packaging"
|
||||||
|
version = "23.2"
|
||||||
|
description = "Core utilities for Python packages"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
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||||||
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|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pluggy"
|
||||||
|
version = "1.3.0"
|
||||||
|
description = "plugin and hook calling mechanisms for python"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.8"
|
||||||
|
files = [
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||||||
|
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||||||
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||||||
|
]
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
dev = ["pre-commit", "tox"]
|
||||||
|
testing = ["pytest", "pytest-benchmark"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pydantic"
|
||||||
|
version = "2.4.2"
|
||||||
|
description = "Data validation using Python type hints"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
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||||||
|
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||||||
|
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||||||
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||||||
|
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||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
annotated-types = ">=0.4.0"
|
||||||
|
pydantic-core = "2.10.1"
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||||||
|
typing-extensions = ">=4.6.1"
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
email = ["email-validator (>=2.0.0)"]
|
||||||
|
|
||||||
|
[[package]]
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||||||
|
name = "pydantic-core"
|
||||||
|
version = "2.10.1"
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||||||
|
description = ""
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||||||
|
optional = false
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||||||
|
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||||||
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||||||
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]
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||||||
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|
||||||
|
[package.dependencies]
|
||||||
|
typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "pytest"
|
||||||
|
version = "7.4.2"
|
||||||
|
description = "pytest: simple powerful testing with Python"
|
||||||
|
optional = false
|
||||||
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||||||
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||||||
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||||||
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||||||
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[package.dependencies]
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||||||
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colorama = {version = "*", markers = "sys_platform == \"win32\""}
|
||||||
|
exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
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||||||
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iniconfig = "*"
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||||||
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packaging = "*"
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||||||
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pluggy = ">=0.12,<2.0"
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||||||
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|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "sniffio"
|
||||||
|
version = "1.3.0"
|
||||||
|
description = "Sniff out which async library your code is running under"
|
||||||
|
optional = false
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||||||
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||||||
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||||||
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[[package]]
|
||||||
|
name = "sqlalchemy"
|
||||||
|
version = "1.4.49"
|
||||||
|
description = "Database Abstraction Library"
|
||||||
|
optional = false
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||||||
|
{file = "SQLAlchemy-1.4.49-cp36-cp36m-win32.whl", hash = "sha256:706bfa02157b97c136547c406f263e4c6274a7b061b3eb9742915dd774bbc264"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp36-cp36m-win_amd64.whl", hash = "sha256:a7f7b5c07ae5c0cfd24c2db86071fb2a3d947da7bd487e359cc91e67ac1c6d2e"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp37-cp37m-macosx_11_0_x86_64.whl", hash = "sha256:4afbbf5ef41ac18e02c8dc1f86c04b22b7a2125f2a030e25bbb4aff31abb224b"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:24e300c0c2147484a002b175f4e1361f102e82c345bf263242f0449672a4bccf"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:201de072b818f8ad55c80d18d1a788729cccf9be6d9dc3b9d8613b053cd4836d"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7653ed6817c710d0c95558232aba799307d14ae084cc9b1f4c389157ec50df5c"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp37-cp37m-win32.whl", hash = "sha256:647e0b309cb4512b1f1b78471fdaf72921b6fa6e750b9f891e09c6e2f0e5326f"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp37-cp37m-win_amd64.whl", hash = "sha256:ab73ed1a05ff539afc4a7f8cf371764cdf79768ecb7d2ec691e3ff89abbc541e"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:37ce517c011560d68f1ffb28af65d7e06f873f191eb3a73af5671e9c3fada08a"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a1878ce508edea4a879015ab5215546c444233881301e97ca16fe251e89f1c55"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:0e8e608983e6f85d0852ca61f97e521b62e67969e6e640fe6c6b575d4db68557"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ccf956da45290df6e809ea12c54c02ace7f8ff4d765d6d3dfb3655ee876ce58d"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp38-cp38-win32.whl", hash = "sha256:f167c8175ab908ce48bd6550679cc6ea20ae169379e73c7720a28f89e53aa532"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp38-cp38-win_amd64.whl", hash = "sha256:45806315aae81a0c202752558f0df52b42d11dd7ba0097bf71e253b4215f34f4"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:b6d0c4b15d65087738a6e22e0ff461b407533ff65a73b818089efc8eb2b3e1de"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a843e34abfd4c797018fd8d00ffffa99fd5184c421f190b6ca99def4087689bd"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:1c890421651b45a681181301b3497e4d57c0d01dc001e10438a40e9a9c25ee77"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d26f280b8f0a8f497bc10573849ad6dc62e671d2468826e5c748d04ed9e670d5"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp39-cp39-win32.whl", hash = "sha256:ec2268de67f73b43320383947e74700e95c6770d0c68c4e615e9897e46296294"},
|
||||||
|
{file = "SQLAlchemy-1.4.49-cp39-cp39-win_amd64.whl", hash = "sha256:bbdf16372859b8ed3f4d05f925a984771cd2abd18bd187042f24be4886c2a15f"},
|
||||||
|
{file = "SQLAlchemy-1.4.49.tar.gz", hash = "sha256:06ff25cbae30c396c4b7737464f2a7fc37a67b7da409993b182b024cec80aed9"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
|
||||||
|
aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
|
||||||
|
asyncio = ["greenlet (!=0.4.17)"]
|
||||||
|
asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
|
||||||
|
mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)"]
|
||||||
|
mssql = ["pyodbc"]
|
||||||
|
mssql-pymssql = ["pymssql"]
|
||||||
|
mssql-pyodbc = ["pyodbc"]
|
||||||
|
mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
|
||||||
|
mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
|
||||||
|
mysql-connector = ["mysql-connector-python"]
|
||||||
|
oracle = ["cx-oracle (>=7)", "cx-oracle (>=7,<8)"]
|
||||||
|
postgresql = ["psycopg2 (>=2.7)"]
|
||||||
|
postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
|
||||||
|
postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
|
||||||
|
postgresql-psycopg2binary = ["psycopg2-binary"]
|
||||||
|
postgresql-psycopg2cffi = ["psycopg2cffi"]
|
||||||
|
pymysql = ["pymysql", "pymysql (<1)"]
|
||||||
|
sqlcipher = ["sqlcipher3-binary"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "starlette"
|
||||||
|
version = "0.27.0"
|
||||||
|
description = "The little ASGI library that shines."
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "starlette-0.27.0-py3-none-any.whl", hash = "sha256:918416370e846586541235ccd38a474c08b80443ed31c578a418e2209b3eef91"},
|
||||||
|
{file = "starlette-0.27.0.tar.gz", hash = "sha256:6a6b0d042acb8d469a01eba54e9cda6cbd24ac602c4cd016723117d6a7e73b75"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
anyio = ">=3.4.0,<5"
|
||||||
|
typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "tomli"
|
||||||
|
version = "2.0.1"
|
||||||
|
description = "A lil' TOML parser"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.7"
|
||||||
|
files = [
|
||||||
|
{file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
|
||||||
|
{file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "typing-extensions"
|
||||||
|
version = "4.8.0"
|
||||||
|
description = "Backported and Experimental Type Hints for Python 3.8+"
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.8"
|
||||||
|
files = [
|
||||||
|
{file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
|
||||||
|
{file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "uvicorn"
|
||||||
|
version = "0.23.2"
|
||||||
|
description = "The lightning-fast ASGI server."
|
||||||
|
optional = false
|
||||||
|
python-versions = ">=3.8"
|
||||||
|
files = [
|
||||||
|
{file = "uvicorn-0.23.2-py3-none-any.whl", hash = "sha256:1f9be6558f01239d4fdf22ef8126c39cb1ad0addf76c40e760549d2c2f43ab53"},
|
||||||
|
{file = "uvicorn-0.23.2.tar.gz", hash = "sha256:4d3cc12d7727ba72b64d12d3cc7743124074c0a69f7b201512fc50c3e3f1569a"},
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.dependencies]
|
||||||
|
click = ">=7.0"
|
||||||
|
h11 = ">=0.8"
|
||||||
|
typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
|
||||||
|
|
||||||
|
[package.extras]
|
||||||
|
standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
|
||||||
|
|
||||||
|
[metadata]
|
||||||
|
lock-version = "2.0"
|
||||||
|
python-versions = "^3.8"
|
||||||
|
content-hash = "4768622928d63eff0a159f569efcfe9b65ae154f8f2c60cbe6853b9f873e2f65"
|
||||||
26
pyproject.toml
Normal file
26
pyproject.toml
Normal file
@@ -0,0 +1,26 @@
|
|||||||
|
[tool.poetry]
|
||||||
|
name = "request-coalescing-py"
|
||||||
|
version = "0.1.0"
|
||||||
|
description = "A simple demonstration of request coalescing in asynchronous Python."
|
||||||
|
authors = ["Declan <declan@hexolan.dev>"]
|
||||||
|
readme = "README.md"
|
||||||
|
|
||||||
|
[tool.poetry.dependencies]
|
||||||
|
python = "^3.8"
|
||||||
|
fastapi = "^0.103.2"
|
||||||
|
pydantic = "^2.4.2"
|
||||||
|
databases = {extras = ["sqlite"], version = "^0.8.0"}
|
||||||
|
uvicorn = "^0.23.2"
|
||||||
|
|
||||||
|
[tool.poetry.group.dev.dependencies]
|
||||||
|
httpx = "^0.25.0"
|
||||||
|
pytest = "^7.4.2"
|
||||||
|
asgi-lifespan = "^2.1.0"
|
||||||
|
|
||||||
|
[tool.pytest.ini_options]
|
||||||
|
minversion = "7.0"
|
||||||
|
addopts = "--capture=tee-sys -p no:cacheprovider"
|
||||||
|
|
||||||
|
[build-system]
|
||||||
|
requires = ["poetry-core"]
|
||||||
|
build-backend = "poetry.core.masonry.api"
|
||||||
0
request_coalescing_py/__init__.py
Normal file
0
request_coalescing_py/__init__.py
Normal file
33
request_coalescing_py/coalescer.py
Normal file
33
request_coalescing_py/coalescer.py
Normal file
@@ -0,0 +1,33 @@
|
|||||||
|
import asyncio
|
||||||
|
from typing import Optional
|
||||||
|
|
||||||
|
from request_coalescing_py.models import Item
|
||||||
|
from request_coalescing_py.database import DatabaseRepo
|
||||||
|
|
||||||
|
|
||||||
|
class CoalescingRepo:
|
||||||
|
def __init__(self, repo: DatabaseRepo):
|
||||||
|
self._repo = repo
|
||||||
|
|
||||||
|
self._queue = asyncio.Queue()
|
||||||
|
self._queued = {} # map of item_id: future
|
||||||
|
|
||||||
|
async def get_by_id(self, item_id: int) -> "asyncio.Future[Optional[Item]]":
|
||||||
|
# Check if there is an already pending request for that item.
|
||||||
|
fut = self._queued.get(item_id)
|
||||||
|
if fut:
|
||||||
|
return fut
|
||||||
|
|
||||||
|
# There is not a pending request.
|
||||||
|
fut = asyncio.get_event_loop().create_future()
|
||||||
|
self._queued[item_id] = fut
|
||||||
|
await self._queue.put(item_id)
|
||||||
|
return fut
|
||||||
|
|
||||||
|
async def process_queue(self) -> None:
|
||||||
|
while True:
|
||||||
|
item_id = await self._queue.get()
|
||||||
|
item = await self._repo.get_by_id(item_id)
|
||||||
|
self._queued[item_id].set_result(item)
|
||||||
|
del self._queued[item_id]
|
||||||
|
self._queue.task_done()
|
||||||
37
request_coalescing_py/database.py
Normal file
37
request_coalescing_py/database.py
Normal file
@@ -0,0 +1,37 @@
|
|||||||
|
import asyncio
|
||||||
|
from typing import Optional
|
||||||
|
|
||||||
|
from fastapi import FastAPI
|
||||||
|
from databases import Database
|
||||||
|
|
||||||
|
from request_coalescing_py.models import Item
|
||||||
|
|
||||||
|
|
||||||
|
class DatabaseRepo:
|
||||||
|
def __init__(self, app: FastAPI) -> None:
|
||||||
|
self.app = app
|
||||||
|
|
||||||
|
async def start_db(self) -> None:
|
||||||
|
self._db = Database("sqlite://./test.db")
|
||||||
|
await self._db.connect()
|
||||||
|
|
||||||
|
try:
|
||||||
|
await self._db.execute(query="CREATE TABLE IF NOT EXISTS 'items' (id INTEGER PRIMARY KEY, name TEXT)")
|
||||||
|
await self._db.execute(query="INSERT INTO 'items' (id, name) VALUES (1, 'Test Item')")
|
||||||
|
except Exception:
|
||||||
|
pass
|
||||||
|
|
||||||
|
async def stop_db(self) -> None:
|
||||||
|
await self._db.disconnect()
|
||||||
|
|
||||||
|
async def get_by_id(self, item_id: int) -> Optional[Item]:
|
||||||
|
self.app.state.metrics["db_calls"] += 1
|
||||||
|
|
||||||
|
# Simulate expensive read (50ms)
|
||||||
|
await asyncio.sleep(.05)
|
||||||
|
|
||||||
|
row = await self._db.fetch_one(query="SELECT * FROM 'items' WHERE id = :id", values={"id": item_id})
|
||||||
|
if row:
|
||||||
|
return Item(**row._mapping)
|
||||||
|
|
||||||
|
return None
|
||||||
33
request_coalescing_py/main.py
Normal file
33
request_coalescing_py/main.py
Normal file
@@ -0,0 +1,33 @@
|
|||||||
|
import asyncio
|
||||||
|
|
||||||
|
from fastapi import FastAPI
|
||||||
|
|
||||||
|
from request_coalescing_py.database import DatabaseRepo
|
||||||
|
from request_coalescing_py.coalescer import CoalescingRepo
|
||||||
|
from request_coalescing_py.routes import router
|
||||||
|
|
||||||
|
app = FastAPI()
|
||||||
|
|
||||||
|
|
||||||
|
@app.on_event("startup")
|
||||||
|
async def startup_event():
|
||||||
|
# initialise metrics
|
||||||
|
app.state.DEFAULT_METRICS = {"requests": 0, "db_calls": 0}
|
||||||
|
app.state.metrics = app.state.DEFAULT_METRICS.copy()
|
||||||
|
|
||||||
|
# initilise DB repository
|
||||||
|
app.state.repo = DatabaseRepo(app=app)
|
||||||
|
await app.state.repo.start_db()
|
||||||
|
|
||||||
|
# initialise worker and coalescing repo
|
||||||
|
app.state.coalescer = CoalescingRepo(repo=app.state.repo)
|
||||||
|
asyncio.create_task(app.state.coalescer.process_queue())
|
||||||
|
|
||||||
|
|
||||||
|
@app.on_event("shutdown")
|
||||||
|
async def shutdown_event():
|
||||||
|
# close DB connection
|
||||||
|
await app.state.repo.stop_db()
|
||||||
|
|
||||||
|
|
||||||
|
app.include_router(router)
|
||||||
6
request_coalescing_py/models.py
Normal file
6
request_coalescing_py/models.py
Normal file
@@ -0,0 +1,6 @@
|
|||||||
|
from pydantic import BaseModel
|
||||||
|
|
||||||
|
|
||||||
|
class Item(BaseModel):
|
||||||
|
id: int
|
||||||
|
name: str
|
||||||
40
request_coalescing_py/routes.py
Normal file
40
request_coalescing_py/routes.py
Normal file
@@ -0,0 +1,40 @@
|
|||||||
|
from fastapi import APIRouter, Request, HTTPException
|
||||||
|
|
||||||
|
from request_coalescing_py.models import Item
|
||||||
|
|
||||||
|
router = APIRouter()
|
||||||
|
|
||||||
|
|
||||||
|
@router.get("/metrics")
|
||||||
|
def view_metrics(request: Request) -> dict:
|
||||||
|
return request.app.state.metrics
|
||||||
|
|
||||||
|
|
||||||
|
@router.post("/metrics")
|
||||||
|
def view_and_reset_metrics(request: Request) -> dict:
|
||||||
|
metrics = request.app.state.metrics
|
||||||
|
request.app.state.metrics = request.app.state.DEFAULT_METRICS.copy()
|
||||||
|
return metrics
|
||||||
|
|
||||||
|
|
||||||
|
@router.get("/standard/{item_id}")
|
||||||
|
async def get_standard_route(request: Request, item_id: int) -> Item:
|
||||||
|
request.app.state.metrics["requests"] += 1
|
||||||
|
|
||||||
|
item = await request.app.state.repo.get_by_id(item_id)
|
||||||
|
if item is None:
|
||||||
|
raise HTTPException(status_code=404, detail="Item Not Found")
|
||||||
|
|
||||||
|
return item
|
||||||
|
|
||||||
|
|
||||||
|
@router.get("/coalesced/{item_id}")
|
||||||
|
async def get_coalesced_route(request: Request, item_id: int) -> Item:
|
||||||
|
request.app.state.metrics["requests"] += 1
|
||||||
|
|
||||||
|
item_future = await request.app.state.coalescer.get_by_id(item_id)
|
||||||
|
item = await item_future
|
||||||
|
if item is None:
|
||||||
|
raise HTTPException(status_code=404, detail="Item Not Found")
|
||||||
|
|
||||||
|
return item
|
||||||
0
tests/__init__.py
Normal file
0
tests/__init__.py
Normal file
24
tests/conftest.py
Normal file
24
tests/conftest.py
Normal file
@@ -0,0 +1,24 @@
|
|||||||
|
import pytest
|
||||||
|
from fastapi import FastAPI
|
||||||
|
from httpx import AsyncClient
|
||||||
|
from asgi_lifespan import LifespanManager
|
||||||
|
|
||||||
|
from request_coalescing_py.main import app
|
||||||
|
from request_coalescing_py.models import Item
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.fixture
|
||||||
|
def anyio_backend() -> str:
|
||||||
|
return "asyncio"
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.fixture(scope="function")
|
||||||
|
async def test_app() -> FastAPI:
|
||||||
|
async with LifespanManager(app) as manager:
|
||||||
|
yield manager.app
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.fixture(scope="function")
|
||||||
|
async def client(test_app) -> AsyncClient:
|
||||||
|
async with AsyncClient(app=test_app, base_url="http://test") as client:
|
||||||
|
yield client
|
||||||
25
tests/test_coalesced.py
Normal file
25
tests/test_coalesced.py
Normal file
@@ -0,0 +1,25 @@
|
|||||||
|
import asyncio
|
||||||
|
from datetime import datetime
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.mark.anyio
|
||||||
|
async def test_coalesced_requests(client) -> None:
|
||||||
|
print("Making 5x100 concurrent requests (500 total)...")
|
||||||
|
|
||||||
|
async def make_requests():
|
||||||
|
for _ in range(100):
|
||||||
|
response = await client.get("/coalesced/1")
|
||||||
|
assert response.status_code == 200
|
||||||
|
|
||||||
|
# Make the requests concurrently and wait until they complete
|
||||||
|
start_time = datetime.now()
|
||||||
|
tasks = [asyncio.create_task(make_requests()) for _ in range(5)]
|
||||||
|
for task in tasks:
|
||||||
|
await task
|
||||||
|
print("Coalesced Requests: Took {delta}ms".format(delta=(datetime.now() - start_time).microseconds / 1000))
|
||||||
|
|
||||||
|
# View the metrics
|
||||||
|
metrics = await client.get("/metrics")
|
||||||
|
print("Coalesced Metrics:", metrics.json())
|
||||||
25
tests/test_standard.py
Normal file
25
tests/test_standard.py
Normal file
@@ -0,0 +1,25 @@
|
|||||||
|
import asyncio
|
||||||
|
from datetime import datetime
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.mark.anyio
|
||||||
|
async def test_standard_requests(client) -> None:
|
||||||
|
print("Making 5x100 concurrent requests (500 total)...")
|
||||||
|
|
||||||
|
async def make_requests():
|
||||||
|
for _ in range(100):
|
||||||
|
response = await client.get("/standard/1")
|
||||||
|
assert response.status_code == 200
|
||||||
|
|
||||||
|
# Make the requests concurrently and wait until they complete
|
||||||
|
start_time = datetime.now()
|
||||||
|
tasks = [asyncio.create_task(make_requests()) for _ in range(5)]
|
||||||
|
for task in tasks:
|
||||||
|
await task
|
||||||
|
print("Standard Requests: Took {delta}ms".format(delta=(datetime.now() - start_time).microseconds / 1000))
|
||||||
|
|
||||||
|
# View the metrics
|
||||||
|
metrics = await client.get("/metrics")
|
||||||
|
print("Standard Metrics:", metrics.json())
|
||||||
Reference in New Issue
Block a user