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| Comment | ||||
|---|---|---|---|---|
| typing-extensions | +517 M downloads (473 to 990). Backported and Experimental Type Hints for Python 3.9+ | 44.7M | 3 | 514 |
| urllib3 | +466 M downloads (641 to 1106). HTTP library with thread-safe connection pooling, file post, and more. | 47.2M | 6 | 2,735 |
| aiobotocore | +453 M downloads (429 to 883). Async client for aws services using botocore and aiohttp | 31.6M | 19 | 1,360 |
| certifi | +441 M downloads (514 to 955). Python package for providing Mozilla's CA Bundle. | 45.1M | 7 | 926 |
| idna | +427 M downloads (482 to 909). Internationalized Domain Names in Applications (IDNA) | 43.7M | 9 | 289 |
| botocore | +406 M downloads (604 to 1010). Low-level, data-driven core of boto 3. | 38.2M | 243 | 1,698 |
| charset-normalizer | +395 M downloads (496 to 891). The Real First Universal Charset Detector. Open, modern and actively maintained alternative to [...] | 41.2M | 8 | 164 |
| packaging | +390 M downloads (470 to 860). Core utilities for Python packages | 50.4M | 7 | 724 |
| requests | +380 M downloads (579 to 959). Python HTTP for Humans. | 43.5M | 6 | 18,526 |
| setuptools | +359 M downloads (521 to 880). Easily download, build, install, upgrade, and uninstall Python packages | 39.2M | 9 | 2,998 |
| grpcio-status | +322 M downloads (426 to 748). Status proto mapping for gRPC | 25.0M | 21 | — |
| pygments | +313 M downloads (150 to 464). Pygments is a syntax highlighting package written in Python. | 27.4M | 2 | 2,141 |
| six | +288 M downloads (386 to 674). Python 2 and 3 compatibility utilities | 30.5M | 0 | 1,094 |
| h11 | +287 M downloads (110 to 397). A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 | 21.3M | 0 | 403 |
| pluggy | +286 M downloads (181 to 467). plugin and hook calling mechanisms for python | 26.7M | 0 | — |
| anyio | +281 M downloads (114 to 395). High-level concurrency and networking framework on top of asyncio or Trio | 22.9M | 8 | 2,123 |
| yandexcloud | +278 M downloads (7 to 285). The Yandex Cloud official SDK | 3.7M | 48 | 99 |
| cffi | +273 M downloads (269 to 542). Foreign Function Interface for Python calling C code. | 29.0M | 2 | 217 |
| cryptography | +271 M downloads (310 to 581). cryptography is a package which provides cryptographic recipes and primitives to Python developers. | 33.1M | 12 | 7,874 |
| pydantic | +261 M downloads (288 to 549). Data validation using Python type hints | 27.1M | 19 | — |
| s3transfer | +256 M downloads (398 to 654). An Amazon S3 Transfer Manager | 24.4M | 9 | 239 |
| pydantic-core | +254 M downloads (188 to 442). Core functionality for Pydantic validation and serialization | 23.9M | 16 | — |
| numpy | +253 M downloads (406 to 659). Fundamental package for array computing in Python | 28.2M | 16 | 34,425 |
| google-genai | +246 M downloads (0 to 246). GenAI Python SDK | 7.6M | 71 | 2,478 |
| click | +243 M downloads (240 to 483). Composable command line interface toolkit | 25.5M | 7 | 14,703 |
| opentelemetry-proto | +242 M downloads (40 to 282). OpenTelemetry Python Proto | 9.5M | 12 | 2,196 |
| python-dateutil | +239 M downloads (478 to 718). Extensions to the standard Python datetime module | 31.3M | 0 | 2,648 |
| pyyaml | +238 M downloads (337 to 576). YAML parser and emitter for Python | 28.8M | 0 | 2,923 |
| pytest | +236 M downloads (160 to 396). pytest: simple powerful testing with Python | 22.3M | 6 | 14,356 |
| iniconfig | +227 M downloads (145 to 372). brain-dead simple config-ini parsing | 21.4M | 3 | 50 |
| opentelemetry-exporter-otlp-proto-grpc | +226 M downloads (37 to 263). OpenTelemetry Collector Protobuf over gRPC Exporter | 7.3M | 12 | 2,196 |
| annotated-types | +226 M downloads (145 to 371). Reusable constraint types to use with typing.Annotated | 20.5M | 1 | 553 |
| s3fs | +223 M downloads (349 to 572). Convenient Filesystem interface over S3 | 19.1M | 9 | 487 |
| pycparser | +218 M downloads (260 to 477). C parser in Python | 25.9M | 3 | 3,736 |
| protobuf | +207 M downloads (273 to 480). | 21.8M | 23 | — |
| fsspec | +206 M downloads (353 to 560). File-system specification | 21.8M | 9 | 855 |
| grpcio-tools | +199 M downloads (63 to 262). Protobuf code generator for gRPC | 7.9M | 21 | 48,573 |
| opentelemetry-exporter-otlp-proto-http | +195 M downloads (36 to 231). OpenTelemetry Collector Protobuf over HTTP Exporter | 8.5M | 12 | 2,196 |
| pandas | +195 M downloads (302 to 497). Powerful data structures for data analysis, time series, and statistics | 20.2M | 11 | 44,815 |
| httpcore | +193 M downloads (102 to 295). A minimal low-level HTTP client. | 17.9M | 0 | 663 |
| cachetools | +188 M downloads (169 to 358). Extensible memoizing collections and decorators | 10.0M | 23 | 2,624 |
| tzdata | +187 M downloads (148 to 335). Provider of IANA time zone data | 13.3M | 6 | 100 |
| platformdirs | +186 M downloads (220 to 406). A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`. | 18.5M | 34 | 248 |
| attrs | +183 M downloads (260 to 443). Classes Without Boilerplate | 22.3M | 1 | — |
| filelock | +183 M downloads (169 to 352). A platform independent file lock. | 16.7M | 56 | 229 |
| httpx | +182 M downloads (118 to 300). The next generation HTTP client. | 18.2M | 3 | 14,903 |
| python-dotenv | +178 M downloads (95 to 273). Read key-value pairs from a .env file and set them as environment variables | 16.6M | 5 | 8,648 |
| jmespath | +176 M downloads (230 to 406). JSON Matching Expressions | 16.9M | 1 | 2,361 |
| opentelemetry-exporter-otlp | +174 M downloads (40 to 214). OpenTelemetry Collector Exporters | 5.1M | 12 | 2,196 |
| google-auth | +171 M downloads (164 to 336). Google Authentication Library | 14.0M | 35 | 714 |