repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
mlflow | dev/proto_plugin.py | .py | import json
import sys
import textwrap
from dataclasses import asdict, dataclass
from dataclasses import field as dataclass_field
from enum import Enum
from google.protobuf import descriptor_pb2
from google.protobuf.compiler import plugin_pb2
from mlflow.protos import databricks_pb2
class Visibility(Enum):
PUBL... | 559 | 19,369 |
mlflow | dev/gen_rest_api.py | .py | # /// script
# dependencies = ["texttable"]
# ///
"""Generate RST documentation from protobuf JSON definitions."""
from __future__ import annotations
import json
import logging
import re
from enum import Enum
from pathlib import Path
from textwrap import dedent
from typing import Any
from texttable import Texttable
... | 864 | 30,277 |
mlflow | dev/normalize_chars.py | .py | import sys
from pathlib import Path
# Mapping of characters to normalize. Start with quotes; extend as needed.
CHAR_MAP = {
"\u2018": "'", # left single quotation mark
"\u2019": "'", # right single quotation mark
"\u201c": '"', # left double quotation mark
"\u201d": '"', # right double quotation ma... | 44 | 1,073 |
mlflow | dev/build_docs.py | .py | """Build MLflow release documentation and publish to mlflow-legacy-website."""
from __future__ import annotations
import argparse
import json
import os
import shutil
import subprocess
import uuid
from datetime import datetime, timezone
from pathlib import Path
from packaging.version import InvalidVersion, Version
#... | 282 | 9,201 |
mlflow | dev/extract_deps.py | .py | import ast
import re
from pathlib import Path
from typing import cast
def parse_dependencies(content: str) -> list[str]:
pattern = r"dependencies\s*=\s*(\[[\s\S]*?\])\n"
match = re.search(pattern, content)
if match is None:
raise ValueError("Could not find dependencies in pyproject.toml")
deps... | 24 | 590 |
mlflow | dev/update_mlflow_versions.py | .py | import argparse
import logging
import re
from pathlib import Path
from packaging.version import Version
_logger = logging.getLogger(__name__)
_PYTHON_VERSION_FILES = [
Path("mlflow", "version.py"),
]
_PYPROJECT_TOML_FILES = [
Path("pyproject.toml"),
Path("pyproject.release.toml"),
Path("libs/skinny/... | 274 | 9,183 |
mlflow | dev/create_release_branch.py | .py | import argparse
import os
import subprocess
from packaging.version import Version
def main(new_version: str, remote: str, dry_run: bool = False) -> None:
version = Version(new_version)
release_branch = f"branch-{version.major}.{version.minor}"
exists_on_remote = (
subprocess.check_output(
... | 63 | 2,169 |
mlflow | dev/update_model_catalog.py | .py | """Update the MLflow model catalog from upstream data sources.
Usage:
uv run python dev/update_model_catalog.py [--output-dir PATH]
Fetches the LiteLLM model_prices_and_context_window.json from GitHub,
transforms it into the MLflow-native schema, and merges the results into the
per-provider catalog files in the o... | 467 | 18,012 |
mlflow | dev/annotate_flaky_tests.py | .py | """Insert @pytest.mark.flaky decorators for classifier-approved flaky tests.
Third stage of the flaky-test pipeline (detect -> classify -> annotate). Reads the
classifier output and, for every verdict with ``action == "annotate"``, adds a
``@pytest.mark.flaky(attempts=N)`` decorator above the corresponding test functi... | 251 | 10,316 |
mlflow | dev/validate_release_version.py | .py | import argparse
from packaging.version import Version
def parse_args() -> argparse.Namespace:
parser = argparse.ArgumentParser()
parser.add_argument(
"--version", help="Release version to validate, e.g., '1.2.3'", required=True
)
return parser.parse_args()
def main() -> None:
args = par... | 26 | 580 |
mlflow | dev/generate_protos.py | .py | import platform
import subprocess
import tempfile
import textwrap
import urllib.request
import zipfile
from pathlib import Path
from typing import Literal
SYSTEM = platform.system()
MACHINE = platform.machine()
CACHE_DIR = Path(".cache/protobuf_cache")
MLFLOW_PROTOS_DIR = Path("mlflow/protos")
TEST_PROTOS_DIR = Path("... | 334 | 10,408 |
mlflow | dev/build.py | .py | import argparse
import contextlib
import shutil
import subprocess
import sys
import zipfile
from collections.abc import Generator
from dataclasses import dataclass
from pathlib import Path
@dataclass(frozen=True)
class Package:
# name of the package on PyPI.
pypi_name: str
# type of the package, one of "d... | 141 | 4,044 |
mlflow | dev/remove_experimental_decorators.py | .py | """
Script to automatically remove @experimental decorators from functions
that have been experimental for more than a configurable cutoff period (default: 6 months).
"""
import argparse
import ast
import json
import subprocess
from dataclasses import dataclass
from datetime import datetime, timedelta, timezone
from p... | 200 | 7,105 |
mlflow | dev/xtest_viz.py | .py | # /// script
# dependencies = [
# "aiohttp",
# ]
# ///
"""
Script to visualize cross-version test results for MLflow autologging and models.
This script fetches scheduled workflow run results from GitHub Actions and generates
a markdown table showing the test status for different package versions across
different ... | 390 | 13,558 |
mlflow | dev/update_ml_package_versions.py | .py | """
Backward-compatibility entry point that delegates to `flavors update`.
Internal jobs still invoke `python dev/update_ml_package_versions.py [--skip-yml]`.
Prefer `uv run flavors update` for new callers.
TODO: Delete this file once all internal jobs have migrated.
"""
import sys
from flavors._cli import main
if... | 17 | 410 |
mlflow | dev/pypi/tests/test_client.py | .py | from __future__ import annotations
import asyncio
import json
import threading
from collections.abc import Iterator
from contextlib import contextmanager
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
from typing import Any
from unittest import mock
import pypi
import pytest
from packaging.versio... | 159 | 5,081 |
mlflow | dev/pypi/tests/test_models.py | .py | from __future__ import annotations
from typing import Any
import pytest
from packaging.specifiers import SpecifierSet
from packaging.version import Version
from pypi._models import Package
_DEFAULT_UPLOAD = "2024-01-01T00:00:00Z"
def _payload(releases: dict[str, list[dict[str, Any]]]) -> dict[str, Any]:
# Inje... | 153 | 5,177 |
mlflow | dev/pypi/tests/conftest.py | .py | from collections.abc import Iterator
import pypi
import pytest
@pytest.fixture(autouse=True)
def _clear_caches() -> Iterator[None]:
pypi.clear_cache()
yield
pypi.clear_cache()
| 12 | 191 |
mlflow | dev/pypi/src/pypi/__init__.py | .py | from pypi._client import PyPIError, clear_cache, get_package, get_packages
from pypi._models import Package, Release
__all__ = [
"Package",
"PyPIError",
"Release",
"clear_cache",
"get_package",
"get_packages",
]
| 12 | 237 |
mlflow | dev/pypi/src/pypi/_models.py | .py | from __future__ import annotations
from dataclasses import dataclass
from datetime import datetime
from typing import Any
from packaging.specifiers import InvalidSpecifier, SpecifierSet
from packaging.version import InvalidVersion, Version
def _parse_upload_time(value: str | None) -> datetime | None:
if not val... | 89 | 3,004 |
mlflow | dev/pypi/src/pypi/_client.py | .py | from __future__ import annotations
import asyncio
import json
import os
from collections.abc import Iterable
from typing import Any, Literal, overload
import aiohttp
from pypi._models import Package
_DEFAULT_PYPI_URL = "https://pypi.org"
_TIMEOUT_SECONDS = 10.0
_RETRIES = 3
_BACKOFF_BASE = 0.5
# Transient HTTP sta... | 110 | 3,669 |
mlflow | dev/flavors/tests/test_update.py | .py | from datetime import datetime, timedelta, timezone
from pathlib import Path
from unittest import mock
import pytest
from flavors import _update
from flavors._update import VersionInfo
from pypi import Package
def _iso8601(dt: datetime) -> str:
return (dt if dt.tzinfo else dt.replace(tzinfo=timezone.utc)).isoform... | 238 | 5,712 |
mlflow | dev/flavors/tests/test_cli.py | .py | import subprocess
import sys
from unittest import mock
import pytest
from flavors import _cli
def _run(*args: str) -> subprocess.CompletedProcess[str]:
return subprocess.run(
[sys.executable, "-m", "flavors._cli", *args],
capture_output=True,
text=True,
check=False,
)
@pytes... | 46 | 1,339 |
mlflow | dev/flavors/tests/test_matrix.py | .py | import asyncio
import functools
import re
import tempfile
from collections.abc import Iterator
from contextlib import contextmanager
from pathlib import Path
from typing import Any, Callable, ParamSpec, TypeVar
from unittest import mock
import pytest
pytestmark = pytest.mark.skip(
reason="Disabled by #21985: dev ... | 175 | 5,585 |
mlflow | dev/flavors/src/flavors/_releases.py | .py | from __future__ import annotations
from datetime import datetime, timedelta, timezone
from pypi import Package
from flavors._schema import Version
RELEASE_CUTOFF_DAYS = 7
def get_released_versions(package: Package) -> list[Version]:
cutoff = datetime.now(tz=timezone.utc) - timedelta(days=RELEASE_CUTOFF_DAYS)
... | 22 | 663 |
mlflow | dev/flavors/src/flavors/_schema.py | .py | from __future__ import annotations
from datetime import datetime, timezone
from pathlib import Path
from packaging.specifiers import SpecifierSet
from packaging.version import Version as OriginalVersion
from pydantic import BaseModel, ConfigDict, field_validator
DEV_VERSION = "dev"
# Treat "dev" as "newer than any e... | 113 | 3,614 |
mlflow | dev/flavors/src/flavors/_cli.py | .py | from __future__ import annotations
import argparse
import asyncio
from flavors import _matrix, _update
def main() -> None:
parser = argparse.ArgumentParser(
prog="flavors",
description="CLI for cooking mlflow/ml-package-versions.yml.",
)
subparsers = parser.add_subparsers(dest="command",... | 40 | 1,092 |
mlflow | dev/flavors/src/flavors/__init__.py | .py | from flavors._loader import VERSIONS_YAML_PATH, load, load_or_default, load_raw
from flavors._releases import RELEASE_CUTOFF_DAYS, get_released_versions
from flavors._schema import (
DEV_NUMERIC,
DEV_VERSION,
FlavorConfig,
PackageInfo,
TestConfig,
Version,
)
__all__ = [
"DEV_NUMERIC",
"... | 26 | 541 |
mlflow | dev/flavors/src/flavors/_update.py | .py | """
Update the maximum package versions in `mlflow/ml-package-versions.yml`.
# Usage
```
flavors update
flavors update --skip-yml
```
"""
from __future__ import annotations
import argparse
import asyncio
import json
import os
import re
import urllib.error
import urllib.request
from dataclasses import dataclass
from... | 304 | 10,713 |
mlflow | dev/flavors/src/flavors/_loader.py | .py | from __future__ import annotations
from pathlib import Path
from typing import Any
import yaml
from flavors._schema import FlavorConfig
VERSIONS_YAML_PATH = "mlflow/ml-package-versions.yml"
def load(path: str | Path) -> dict[str, FlavorConfig]:
with open(path) as f:
raw = yaml.safe_load(f)
return ... | 35 | 867 |
mlflow | dev/flavors/src/flavors/_matrix.py | .py | """
Generate the cross-version test matrix from `mlflow/ml-package-versions.yml`.
# Usage
```
# Test all items
flavors matrix
# Exclude items for dev versions
flavors matrix --no-dev
# Test items affected by config file updates
flavors matrix --ref-versions-yaml /path/to/ref-versions.yml
# Test items affected by f... | 660 | 23,611 |
mlflow | dev/proto_to_graphql/parsing_utils.py | .py | from autogeneration_utils import get_method_name
from google.protobuf.descriptor import FieldDescriptor
from mlflow.protos import databricks_pb2
def get_method_type(method_descriptor):
return method_descriptor.GetOptions().Extensions[databricks_pb2.rpc].endpoints[0].method
def process_method(method_descriptor,... | 68 | 2,768 |
mlflow | dev/proto_to_graphql/schema_autogeneration.py | .py | import ast
from autogeneration_utils import (
DUMMY_FIELD,
INDENT,
INDENT2,
SCHEMA_EXTENSION,
SCHEMA_EXTENSION_MODULE,
get_descriptor_full_pascal_name,
get_method_name,
method_descriptor_to_generated_pb2_file_name,
)
from google.protobuf.descriptor import FieldDescriptor
from string_uti... | 226 | 8,889 |
mlflow | dev/proto_to_graphql/string_utils.py | .py | import re
def camel_to_snake(string):
return re.sub(r"(?<!^)(?=[A-Z])", "_", string).lower()
def snake_to_camel(string):
return "".join(x[0].upper() + x[1:] for x in string.split("_"))
def snake_to_pascal(string):
temp = snake_to_camel(string)
return temp[0].upper() + temp[1:]
| 15 | 300 |
mlflow | dev/benchmarks/tracing/_data.py | .py | import json
import random
import time
import uuid
from opentelemetry import trace as trace_api
from opentelemetry.sdk.resources import Resource as _OTelResource
from opentelemetry.sdk.trace import ReadableSpan as OTelReadableSpan
from opentelemetry.trace import SpanContext
from mlflow.entities.span import Span, SpanT... | 117 | 4,038 |
mlflow | dev/benchmarks/tracing/test_trace_perf.py | .py | import random
from _data import generate_trace_data
from pytest_benchmark.fixture import BenchmarkFixture
import mlflow
from mlflow.entities.span import SpanType
from mlflow.store.tracking.sqlalchemy_store import SqlAlchemyStore
DEFAULT_SPANS = 100
INGEST_ROUNDS = 20
INGEST_WARMUP = 3
def test_ingest(benchmark: Be... | 132 | 3,923 |
mlflow | dev/benchmarks/tracing/conftest.py | .py | from collections.abc import Iterator
from pathlib import Path
import pytest
from _data import SEED_SPANS_PER_TRACE, SEED_TRACES, seed_traces
import mlflow
from mlflow.store.tracking.sqlalchemy_store import SqlAlchemyStore
@pytest.fixture(scope="session")
def bench_dir(tmp_path_factory: pytest.TempPathFactory) -> Pa... | 40 | 1,215 |
mlflow | dev/benchmarks/gateway/fake_server.py | .py | # /// script
# requires-python = ">=3.10"
# dependencies = ["fastapi>=0.115.0,<1", "uvicorn[standard]>=0.30.0,<1"]
# ///
"""Fake OpenAI-compatible server for benchmarking.
Returns synthetic responses after a configurable delay so benchmarks measure
MLflow overhead rather than provider latency.
Run standalone:
uv ... | 69 | 1,859 |
mlflow | dev/benchmarks/gateway/benchmark.py | .py | # /// script
# requires-python = ">=3.10"
# dependencies = ["aiohttp>=3.13.3,<4", "rich>=14.3.3,<15"]
# ///
"""Async HTTP benchmark client for the MLflow AI Gateway.
Can be imported by run.py or used standalone:
uv run benchmark.py --url http://127.0.0.1:5731/gateway/benchmark-chat/mlflow/invocations
uv run be... | 363 | 11,726 |
mlflow | dev/benchmarks/gateway/run.py | .py | # /// script
# requires-python = ">=3.10"
# dependencies = ["aiohttp>=3.13.3,<4", "psycopg2-binary>=2.9,<3", "rich>=14.3.3,<15"]
# ///
"""MLflow AI Gateway benchmark runner.
Orchestrates fake OpenAI server, MLflow server(s), optional PostgreSQL and
nginx (via Docker), then runs the async benchmark client.
Usage:
... | 794 | 27,232 |
mlflow | dev/clint/tests/test_config.py | .py | import subprocess
from pathlib import Path
from typing import Generator
import pytest
from clint.config import Config
from clint.utils import get_repo_root
@pytest.fixture(autouse=True)
def clear_repo_root_cache() -> Generator[None, None, None]:
"""Clear the get_repo_root cache before each test to avoid cross-te... | 128 | 3,516 |
mlflow | dev/clint/tests/test_ignore_map.py | .py | from clint.linter import DisableComment, parse_comments
def _parse(code: str) -> list[DisableComment]:
disables, _ = parse_comments(code)
return disables
def test_single_rule() -> None:
code = """
x = 1 # clint: disable=rule-a
y = 2
"""
assert _parse(code) == [DisableComment("rule-a", 1, 9, 1)]
d... | 79 | 1,895 |
mlflow | dev/clint/tests/test_resolve_paths.py | .py | from __future__ import annotations
import subprocess
from pathlib import Path
from unittest.mock import patch
import pytest
from clint.utils import ALLOWED_EXTS, _git_ls_files, resolve_paths
@pytest.fixture
def git_repo(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Path:
"""Create and initialize a git rep... | 280 | 9,184 |
mlflow | dev/clint/tests/test_index.py | .py | from pathlib import Path
from unittest.mock import patch
from clint.index import SymbolIndex
def test_symbol_index_build_basic(tmp_path: Path) -> None:
mlflow_dir = tmp_path / "mlflow"
mlflow_dir.mkdir()
test_file = mlflow_dir / "test.py"
test_file.write_text("def test_function(): pass")
mock_g... | 43 | 1,401 |
mlflow | dev/clint/tests/rules/test_mock_patch_dict_environ.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.mock_patch_dict_environ import MockPatchDictEnviron
def test_mock_patch_dict_environ_with_string_literal(index: SymbolIndex) -> None:
code = """
import... | 137 | 4,144 |
mlflow | dev/clint/tests/rules/test_redundant_test_docstring.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.redundant_test_docstring import RedundantTestDocstring
def test_redundant_docstrings_are_flagged(index: SymbolIndex) -> None:
code = '''
def test_feature_a():
"""
... | 230 | 6,049 |
mlflow | dev/clint/tests/rules/test_implicit_optional.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import ImplicitOptional
def test_implicit_optional(index: SymbolIndex) -> None:
code = """
from typing import Optional
# Bad
bad: int = None
class Bad... | 61 | 1,671 |
mlflow | dev/clint/tests/rules/test_no_shebang.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import NoShebang
def test_no_shebang(index: SymbolIndex) -> None:
config = Config(select={NoShebang.name})
# Test file with shebang ... | 66 | 1,968 |
mlflow | dev/clint/tests/rules/test_test_name_typo.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.test_name_typo import TestNameTypo
def test_test_name_typo(index: SymbolIndex) -> None:
code = """import pytest
# Bad - starts with 'test' but missing... | 38 | 992 |
mlflow | dev/clint/tests/rules/test_unknown_mlflow_function.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.unknown_mlflow_function import UnknownMlflowFunction
def test_unknown_mlflow_function(index: SymbolIndex) -> None:
code = '''
def bad():
... | 69 | 1,507 |
mlflow | dev/clint/tests/rules/test_forbidden_set_active_model_usage.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.forbidden_set_active_model_usage import ForbiddenSetActiveModelUsage
def test_forbidden_set_active_model_usage(index: SymbolIndex) -> None:
code = """
... | 34 | 1,132 |
mlflow | dev/clint/tests/rules/test_empty_notebook_cell.py | .py | import json
from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.empty_notebook_cell import EmptyNotebookCell
def test_empty_notebook_cell(index: SymbolIndex) -> None:
notebook_content = {
"cells": [
{... | 48 | 1,494 |
mlflow | dev/clint/tests/rules/test_lazy_import.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import LazyImport
def test_lazy_import(index: SymbolIndex) -> None:
code = """
def f():
# Bad
import sys
import pandas as pd
# Good
import... | 50 | 1,374 |
mlflow | dev/clint/tests/rules/test_unused_disable_comment.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import UnusedDisableComment
def test_stale_disable_comment(index: SymbolIndex) -> None:
code = """
import os # clint: disable=lazy-import
"""
conf... | 90 | 3,032 |
mlflow | dev/clint/tests/rules/test_nested_mock_patch.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.nested_mock_patch import NestedMockPatch
def test_nested_mock_patch_unittest_mock(index: SymbolIndex) -> None:
code = """
import unittest.mock
def tes... | 203 | 6,175 |
mlflow | dev/clint/tests/rules/test_forbidden_top_level_import.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.forbidden_top_level_import import ForbiddenTopLevelImport
def test_forbidden_top_level_import(index: SymbolIndex) -> None:
code = """
# Bad
import foo
... | 46 | 1,352 |
mlflow | dev/clint/tests/rules/test_mock_patch_as_decorator.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.mock_patch_as_decorator import MockPatchAsDecorator
def test_mock_patch_as_decorator_unittest_mock(index: SymbolIndex) -> None:
code = """
import unitt... | 110 | 3,387 |
mlflow | dev/clint/tests/rules/test_extraneous_docstring_param.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.extraneous_docstring_param import ExtraneousDocstringParam
def test_extraneous_docstring_param(index: SymbolIndex) -> None:
code = '''
def bad_function... | 35 | 1,036 |
mlflow | dev/clint/tests/rules/test_unsafe_version_parse.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.unsafe_version_parse import UnsafeVersionParse
def test_unsafe_version_parse(index: SymbolIndex) -> None:
code = """
import importlib.metadata
import importlib_metadata... | 71 | 2,362 |
mlflow | dev/clint/tests/rules/test_except_bool_op.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import ExceptBoolOp
def test_except_bool_op(index: SymbolIndex) -> None:
code = """
# Bad - or in except
try:
pass
except ValueError or KeyError:
... | 55 | 1,016 |
mlflow | dev/clint/tests/rules/test_invalid_experimental_decorator.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.invalid_experimental_decorator import InvalidExperimentalDecorator
def test_invalid_experimental_decorator(index: SymbolIndex) -> None:
code = """
from... | 57 | 1,659 |
mlflow | dev/clint/tests/rules/test_unknown_mlflow_arguments.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.unknown_mlflow_arguments import UnknownMlflowArguments
def test_unknown_mlflow_arguments(index: SymbolIndex) -> None:
code = '''
def bad(... | 68 | 1,586 |
mlflow | dev/clint/tests/rules/test_prefer_dict_union.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules import PreferDictUnion
@pytest.mark.parametrize(
"code",
[
pytest.param("{**dict1, **dict2}", id="two_dict_unpacks"),
pytest.param("{*... | 48 | 1,976 |
mlflow | dev/clint/tests/rules/test_forbidden_make_judge_in_builtin_scorers.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.forbidden_make_judge_in_builtin_scorers import (
ForbiddenMakeJudgeInBuiltinScorers,
)
def test_forbidden_make_judge_in_builtin_scorers(index: SymbolIndex) -> None:
... | 87 | 2,954 |
mlflow | dev/clint/tests/rules/test_invalid_abstract_method.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.invalid_abstract_method import InvalidAbstractMethod
def test_invalid_abstract_method(index: SymbolIndex) -> None:
code = """
import abc
class Abstrac... | 41 | 1,223 |
mlflow | dev/clint/tests/rules/test_log_model_artifact_path.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.log_model_artifact_path import LogModelArtifactPath
def test_log_model_artifact_path(index: SymbolIndex) -> None:
code = """
import mlflow
# Bad - usi... | 35 | 1,214 |
mlflow | dev/clint/tests/rules/test_redundant_mock_return_value.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.redundant_mock_return_value import RedundantMockReturnValue
CONFIG = Config(select={RedundantMockReturnValue.name})
TEST_FILE = Path("test_foo.py")
@pytest.m... | 120 | 2,614 |
mlflow | dev/clint/tests/rules/test_isinstance_union_syntax.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import IsinstanceUnionSyntax
def test_isinstance_union_syntax(index: SymbolIndex) -> None:
code = """
# Bad - basic union syntax
isinstance(obj, str | ... | 45 | 1,189 |
mlflow | dev/clint/tests/rules/test_os_environ_set_in_test.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.os_environ_set_in_test import OsEnvironSetInTest
def test_os_environ_set_in_test(index: SymbolIndex) -> None:
code = """
import os
# Bad
def test_func... | 26 | 714 |
mlflow | dev/clint/tests/rules/test_use_sys_executable.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import UseSysExecutable
def test_use_sys_executable(index: SymbolIndex) -> None:
code = """
import subprocess
import sys
# Bad
subprocess.run(["mlflow... | 28 | 818 |
mlflow | dev/clint/tests/rules/test_pytest_mark_repeat.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.pytest_mark_repeat import PytestMarkRepeat
def test_pytest_mark_repeat(index: SymbolIndex) -> None:
code = """
import pytest
@pytest.mark.repeat(10)
d... | 22 | 655 |
mlflow | dev/clint/tests/rules/test_unparameterized_generic_type.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.unparameterized_generic_type import UnparameterizedGenericType
def test_unparameterized_generic_type(index: SymbolIndex) -> None:
code = """
from typin... | 47 | 1,473 |
mlflow | dev/clint/tests/rules/test_markdown_link.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.markdown_link import MarkdownLink
def test_markdown_link(index: SymbolIndex) -> None:
code = '''
# Bad
def function_with_markdown_link():
"""
T... | 105 | 2,820 |
mlflow | dev/clint/tests/rules/test_unnamed_thread.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import UnnamedThread
def test_unnamed_thread(index: SymbolIndex) -> None:
code = """
import threading
# Bad
threading.Thread(target=lambda: None)
# G... | 24 | 630 |
mlflow | dev/clint/tests/rules/test_multi_assign.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import MultiAssign
def test_multi_assign(index: SymbolIndex) -> None:
code = """
# Bad - non-constant values
x, y = func1(), func2()
# Good - unpackin... | 27 | 696 |
mlflow | dev/clint/tests/rules/test_subprocess_check_call.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import SubprocessCheckCall
def test_subprocess_check_call(index: SymbolIndex) -> None:
code = """
import subprocess
# Bad
subprocess.run(["echo", "hel... | 30 | 800 |
mlflow | dev/clint/tests/rules/test_os_environ_delete_in_test.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.os_environ_delete_in_test import OsEnvironDeleteInTest
def test_os_environ_delete_in_test(index: SymbolIndex) -> None:
code = """
import os
def test_s... | 97 | 2,773 |
mlflow | dev/clint/tests/rules/test_no_rst.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.no_rst import NoRst
def test_no_rst(index: SymbolIndex) -> None:
code = """
def bad(y: int) -> str:
'''
:param y: The parameter
:returns: ... | 32 | 711 |
mlflow | dev/clint/tests/rules/test_docstring_param_order.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.docstring_param_order import DocstringParamOrder
def test_docstring_param_order(index: SymbolIndex) -> None:
code = """
# Bad
def f(x: int, y: str) -> ... | 32 | 803 |
mlflow | dev/clint/tests/rules/test_missing_docstring_param.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.missing_docstring_param import MissingDocstringParam
def test_missing_docstring_param(index: SymbolIndex) -> None:
code = '''
def bad_function(param1: ... | 91 | 2,542 |
mlflow | dev/clint/tests/rules/test_os_chdir_in_test.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.os_chdir_in_test import OsChdirInTest
def test_os_chdir_in_test(index: SymbolIndex) -> None:
code = """
import os
# Bad
def test_func():
os.chdir(... | 107 | 2,913 |
mlflow | dev/clint/tests/rules/test_do_not_disable.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.do_not_disable import DoNotDisable
def test_do_not_disable(index: SymbolIndex) -> None:
code = """
# Bad B006
# noqa: B006
# Bad F821
# noqa: F821
# ... | 50 | 1,558 |
mlflow | dev/clint/tests/rules/test_prefer_os_environ.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.prefer_os_environ import PreferOsEnviron
@pytest.mark.parametrize(
"code",
[
pytest.param('import os\n\nval = os.getenv("FOO")', id="os.getenv... | 39 | 1,501 |
mlflow | dev/clint/tests/rules/test_incorrect_type_annotation.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.incorrect_type_annotation import IncorrectTypeAnnotation
def test_incorrect_type_annotation(index: SymbolIndex) -> None:
code = """
def bad_function_ca... | 28 | 985 |
mlflow | dev/clint/tests/rules/test_tempfile_in_test.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.tempfile_in_test import TempfileInTest
def test_tempfile_in_test_temporary_directory(index: SymbolIndex) -> None:
code = """
import tempfile
# Bad
def... | 253 | 7,133 |
mlflow | dev/clint/tests/rules/test_forbidden_trace_ui_in_notebook.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.forbidden_trace_ui_in_notebook import ForbiddenTraceUIInNotebook
def test_forbidden_trace_ui_in_notebook(index: SymbolIndex) -> None:
notebook_content = """
{
"cells":... | 68 | 1,487 |
mlflow | dev/clint/tests/rules/test_lazy_module.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.lazy_module import LazyModule
def test_lazy_module(index: SymbolIndex) -> None:
# Create a file that looks like mlflow/__init__.py for the rule to appl... | 29 | 1,072 |
mlflow | dev/clint/tests/rules/test_version_major_check.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.version_major_check import MajorVersionCheck
def test_version_major_check(index: SymbolIndex) -> None:
code = """
from packaging.version import Version
Version("0.9.0"... | 43 | 1,369 |
mlflow | dev/clint/tests/rules/test_missing_notebook_h1_header.py | .py | import json
from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules import MissingNotebookH1Header
def test_missing_notebook_h1_header(index: SymbolIndex) -> None:
notebook = {
"cells": [
{
... | 47 | 1,344 |
mlflow | dev/clint/tests/rules/test_assign_before_append.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import AssignBeforeAppend
def test_assign_before_append_basic(index: SymbolIndex) -> None:
code = """
items = []
for x in data:
item = transform(x)... | 149 | 4,157 |
mlflow | dev/clint/tests/rules/test_use_gh_token.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules.use_gh_token import UseGhToken
@pytest.mark.parametrize(
"code",
[
pytest.param(
'import os\n\ntoken = os.getenv("GITHUB_TOKEN")',... | 59 | 1,728 |
mlflow | dev/clint/tests/rules/test_get_artifact_uri.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import GetArtifactUri
def test_get_artifact_uri_in_rst_example(index: SymbolIndex) -> None:
code = """
Documentation
=============
Here'... | 87 | 2,469 |
mlflow | dev/clint/tests/rules/test_forbidden_deprecation_warning.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import ForbiddenDeprecationWarning
def test_forbidden_deprecation_warning(index: SymbolIndex) -> None:
code = """
import warnings
# Bad - should be fl... | 83 | 2,911 |
mlflow | dev/clint/tests/rules/test_no_class_based_tests.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.no_class_based_tests import NoClassBasedTests
def test_no_class_based_tests(index: SymbolIndex) -> None:
code = """import pytest
# Bad - class-based t... | 66 | 1,758 |
mlflow | dev/clint/tests/rules/test_typing_extensions.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.typing_extensions import TypingExtensions
def test_typing_extensions(index: SymbolIndex) -> None:
code = """
# Bad
from typing_extensions import ParamS... | 24 | 719 |
mlflow | dev/clint/tests/rules/test_mlflow_class_name.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.mlflow_class_name import MlflowClassName
def test_mlflow_class_name(index: SymbolIndex) -> None:
code = """
# Bad - using MLflow
class MLflowClient:
... | 43 | 1,156 |
mlflow | dev/clint/tests/rules/test_unnamed_thread_pool.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import UnnamedThreadPool
def test_thread_pool_executor(index: SymbolIndex) -> None:
code = """
from concurrent.futures import ThreadPoolExecutor
# Bad... | 24 | 657 |
mlflow | dev/clint/tests/rules/test_prefer_next.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import lint_file
from clint.rules import PreferNext
@pytest.mark.parametrize(
"code",
[
pytest.param("[x for x in items if f(x)][0]", id="basic_pattern"),
],
)
def test_fla... | 39 | 1,303 |
mlflow | dev/clint/tests/rules/test_use_walrus_operator.py | .py | from pathlib import Path
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules import UseWalrusOperator
def test_basic_walrus_pattern(index: SymbolIndex) -> None:
code = """
def f():
a = func()
if a:
use(a)
"""
... | 418 | 10,262 |
mlflow | dev/clint/tests/rules/test_example_syntax_error.py | .py | from pathlib import Path
import pytest
from clint.config import Config
from clint.index import SymbolIndex
from clint.linter import Position, Range, lint_file
from clint.rules.example_syntax_error import ExampleSyntaxError
def test_example_syntax_error(index: SymbolIndex) -> None:
code = '''
def bad():
"""
... | 47 | 1,253 |
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