|
| 1 | +"""Known Python module names for fuzzy matching import suggestions. |
| 2 | +
|
| 3 | +This module provides a curated list of popular Python package import names |
| 4 | +for suggesting corrections when a user mistypes an import statement. |
| 5 | +
|
| 6 | +Sources: |
| 7 | +- Python standard library (typeshed/stdlib/VERSIONS) |
| 8 | +- Top 200 PyPI packages by downloads (https://github.com/hugovk/top-pypi-packages) |
| 9 | +
|
| 10 | +Note: These are import names, not PyPI package names. |
| 11 | +""" |
| 12 | + |
| 13 | +from __future__ import annotations |
| 14 | + |
| 15 | +from typing import Final |
| 16 | + |
| 17 | +from mypy.modulefinder import StdlibVersions |
| 18 | + |
| 19 | +POPULAR_THIRD_PARTY_MODULES: Final[frozenset[str]] = frozenset({ |
| 20 | + # Cloud |
| 21 | + "boto3", |
| 22 | + "botocore", |
| 23 | + "aiobotocore", |
| 24 | + "s3transfer", |
| 25 | + "s3fs", |
| 26 | + "awscli", |
| 27 | + |
| 28 | + # HTTP / Networking |
| 29 | + "urllib3", |
| 30 | + "requests", |
| 31 | + "certifi", |
| 32 | + "idna", |
| 33 | + "charset_normalizer", |
| 34 | + "httpx", |
| 35 | + "httpcore", |
| 36 | + "aiohttp", |
| 37 | + "yarl", |
| 38 | + "multidict", |
| 39 | + "requests_oauthlib", |
| 40 | + "oauthlib", |
| 41 | + "websocket", |
| 42 | + "websockets", |
| 43 | + "h11", |
| 44 | + "sniffio", |
| 45 | + "requests_toolbelt", |
| 46 | + "httplib2", |
| 47 | + |
| 48 | + # Typing / Extensions |
| 49 | + "typing_extensions", |
| 50 | + "mypy_extensions", |
| 51 | + "annotated_types", |
| 52 | + "typing_inspection", |
| 53 | + |
| 54 | + # Core Utilities |
| 55 | + "setuptools", |
| 56 | + "packaging", |
| 57 | + "pip", |
| 58 | + "wheel", |
| 59 | + "virtualenv", |
| 60 | + "platformdirs", |
| 61 | + "filelock", |
| 62 | + "zipp", |
| 63 | + "importlib_metadata", |
| 64 | + "importlib_resources", |
| 65 | + "distlib", |
| 66 | + "distro", |
| 67 | + "appdirs", |
| 68 | + |
| 69 | + # Data Science / Numerical |
| 70 | + "numpy", |
| 71 | + "pandas", |
| 72 | + "scipy", |
| 73 | + "sklearn", |
| 74 | + "matplotlib", |
| 75 | + "pyarrow", |
| 76 | + "networkx", |
| 77 | + "joblib", |
| 78 | + "threadpoolctl", |
| 79 | + "kiwisolver", |
| 80 | + "fontTools", |
| 81 | + "dill", |
| 82 | + "cloudpickle", |
| 83 | + |
| 84 | + # Serialization / Config |
| 85 | + "yaml", |
| 86 | + "pydantic", |
| 87 | + "pydantic_core", |
| 88 | + "pydantic_settings", |
| 89 | + "attrs", |
| 90 | + "tomli", |
| 91 | + "tomlkit", |
| 92 | + "jsonschema", |
| 93 | + "jsonschema_specifications", |
| 94 | + "jsonpointer", |
| 95 | + "jmespath", |
| 96 | + "msgpack", |
| 97 | + "isodate", |
| 98 | + "ruamel", |
| 99 | + |
| 100 | + # Cryptography / Security |
| 101 | + "cryptography", |
| 102 | + "cffi", |
| 103 | + "pycparser", |
| 104 | + "rsa", |
| 105 | + "pyjwt", |
| 106 | + "jwt", |
| 107 | + "pyasn1", |
| 108 | + "pyasn1_modules", |
| 109 | + "OpenSSL", |
| 110 | + "nacl", |
| 111 | + "bcrypt", |
| 112 | + "asn1crypto", |
| 113 | + "paramiko", |
| 114 | + "secretstorage", |
| 115 | + "msal", |
| 116 | + "msal_extensions", |
| 117 | + "keyring", |
| 118 | + |
| 119 | + # Date / Time |
| 120 | + "dateutil", |
| 121 | + "pytz", |
| 122 | + "tzdata", |
| 123 | + "tzlocal", |
| 124 | + |
| 125 | + # Google |
| 126 | + "google", |
| 127 | + "google_auth_oauthlib", |
| 128 | + "google_auth_httplib2", |
| 129 | + "google_crc32c", |
| 130 | + "googleapiclient", |
| 131 | + "grpc", |
| 132 | + "grpc_status", |
| 133 | + "grpc_tools", |
| 134 | + "protobuf", |
| 135 | + "proto", |
| 136 | + "googleapis_common_protos", |
| 137 | + |
| 138 | + # Testing |
| 139 | + "pytest", |
| 140 | + "pluggy", |
| 141 | + "iniconfig", |
| 142 | + "coverage", |
| 143 | + "exceptiongroup", |
| 144 | + |
| 145 | + # CLI / Terminal |
| 146 | + "click", |
| 147 | + "typer", |
| 148 | + "colorama", |
| 149 | + "rich", |
| 150 | + "tqdm", |
| 151 | + "tabulate", |
| 152 | + "prompt_toolkit", |
| 153 | + "shellingham", |
| 154 | + "wcwidth", |
| 155 | + |
| 156 | + # Web Frameworks |
| 157 | + "flask", |
| 158 | + "werkzeug", |
| 159 | + "itsdangerous", |
| 160 | + "blinker", |
| 161 | + "fastapi", |
| 162 | + "starlette", |
| 163 | + "uvicorn", |
| 164 | + |
| 165 | + # Templates / Markup |
| 166 | + "jinja2", |
| 167 | + "markupsafe", |
| 168 | + "pygments", |
| 169 | + "markdown_it", |
| 170 | + "mdurl", |
| 171 | + "docutils", |
| 172 | + |
| 173 | + # Async |
| 174 | + "anyio", |
| 175 | + "greenlet", |
| 176 | + "aiosignal", |
| 177 | + "aiohappyeyeballs", |
| 178 | + "async_timeout", |
| 179 | + |
| 180 | + # Database |
| 181 | + "sqlalchemy", |
| 182 | + "alembic", |
| 183 | + "redis", |
| 184 | + "psycopg2", |
| 185 | + |
| 186 | + # Parsing / XML |
| 187 | + "lxml", |
| 188 | + "bs4", |
| 189 | + "soupsieve", |
| 190 | + "pyparsing", |
| 191 | + "regex", |
| 192 | + "et_xmlfile", |
| 193 | + |
| 194 | + # OpenTelemetry |
| 195 | + "opentelemetry", |
| 196 | + |
| 197 | + # Azure |
| 198 | + "azure", |
| 199 | + |
| 200 | + # Other Popular Modules |
| 201 | + "six", |
| 202 | + "fsspec", |
| 203 | + "wrapt", |
| 204 | + "propcache", |
| 205 | + "rpds", |
| 206 | + "pathspec", |
| 207 | + "PIL", |
| 208 | + "pillow", |
| 209 | + "psutil", |
| 210 | + "referencing", |
| 211 | + "trove_classifiers", |
| 212 | + "openpyxl", |
| 213 | + "tenacity", |
| 214 | + "more_itertools", |
| 215 | + "sortedcontainers", |
| 216 | + "decorator", |
| 217 | + "ptyprocess", |
| 218 | + "pexpect", |
| 219 | + "hatchling", |
| 220 | + "dotenv", |
| 221 | + "python_dotenv", |
| 222 | + "huggingface_hub", |
| 223 | + "transformers", |
| 224 | + "openai", |
| 225 | + "langsmith", |
| 226 | + "dns", |
| 227 | + "dnspython", |
| 228 | + "git", |
| 229 | + "gitdb", |
| 230 | + "smmap", |
| 231 | + "deprecated", |
| 232 | + "chardet", |
| 233 | + "backoff", |
| 234 | + "ruff", |
| 235 | + "setuptools_scm", |
| 236 | + "pyproject_hooks", |
| 237 | + "jiter", |
| 238 | + "yandexcloud", |
| 239 | + "aliyunsdkcore", |
| 240 | + "uritemplate", |
| 241 | + "kubernetes", |
| 242 | + "snowflake", |
| 243 | + "multipart", |
| 244 | +}) |
| 245 | + |
| 246 | + |
| 247 | +def get_stdlib_modules( |
| 248 | + stdlib_versions: StdlibVersions, |
| 249 | + python_version: tuple[int, int] | None = None, |
| 250 | +) -> frozenset[str]: |
| 251 | + modules: set[str] = set() |
| 252 | + for module, (min_ver, max_ver) in stdlib_versions.items(): |
| 253 | + if python_version is not None: |
| 254 | + if python_version < min_ver: |
| 255 | + continue |
| 256 | + if max_ver is not None and python_version > max_ver: |
| 257 | + continue |
| 258 | + top_level = module.split(".")[0] |
| 259 | + modules.add(top_level) |
| 260 | + return frozenset(modules) |
| 261 | + |
| 262 | + |
| 263 | +def get_known_modules( |
| 264 | + stdlib_versions: StdlibVersions | None = None, |
| 265 | + python_version: tuple[int, int] | None = None, |
| 266 | +) -> frozenset[str]: |
| 267 | + modules: set[str] = set(POPULAR_THIRD_PARTY_MODULES) |
| 268 | + if stdlib_versions is not None: |
| 269 | + modules = modules.union(get_stdlib_modules(stdlib_versions, python_version)) |
| 270 | + return frozenset(modules) |
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