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/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 |
mlflow | dev/clint/tests/rules/conftest.py | .py | import pytest
from clint.index import SymbolIndex
@pytest.fixture(scope="session")
def index() -> SymbolIndex:
return SymbolIndex.build()
| 8 | 144 |
mlflow | dev/clint/src/clint/utils.py | .py | from __future__ import annotations
import ast
import re
import subprocess
from functools import lru_cache
from pathlib import Path
@lru_cache(maxsize=1)
def get_repo_root() -> Path:
"""Find the git repository root directory with caching."""
try:
result = subprocess.check_output(["git", "rev-parse", "... | 91 | 2,796 |
mlflow | dev/clint/src/clint/index.py | .py | """Symbol indexing for MLflow codebase.
This module provides efficient indexing and lookup of Python symbols (functions, classes)
across the MLflow codebase using AST parsing and parallel processing.
Key components:
- FunctionInfo: Lightweight function signature information
- ModuleSymbolExtractor: AST visitor for ex... | 222 | 7,936 |
mlflow | dev/clint/src/clint/__main__.py | .py | from clint import main
main()
| 4 | 31 |
mlflow | dev/clint/src/clint/__init__.py | .py | import argparse
import itertools
import json
import re
import sys
import tempfile
from concurrent.futures import ProcessPoolExecutor, as_completed
from dataclasses import dataclass
from pathlib import Path
from typing import Literal
from typing_extensions import Self
from clint.config import Config
from clint.index i... | 111 | 3,823 |
mlflow | dev/clint/src/clint/comments.py | .py | import io
import re
import tokenize
from dataclasses import dataclass
from typing import TYPE_CHECKING, Iterator
from typing_extensions import Self
if TYPE_CHECKING:
from clint.linter import Position
NOQA_REGEX = re.compile(r"#\s*noqa\s*:\s*([A-Z]\d+(?:\s*,\s*[A-Z]\d+)*)", re.IGNORECASE)
@dataclass
class Noqa:... | 42 | 1,174 |
mlflow | dev/clint/src/clint/builtin.py | .py | # https://github.com/PyCQA/isort/blob/b818cec889657cb786beafe94a6641f8fc0f0e64/isort/stdlibs/py311.py
BUILTIN_MODULES = {
"_ast",
"_thread",
"abc",
"aifc",
"argparse",
"array",
"ast",
"asynchat",
"asyncio",
"asyncore",
"atexit",
"audioop",
"base64",
"bdb",
"bi... | 217 | 3,223 |
mlflow | dev/clint/src/clint/config.py | .py | import re
import typing
from dataclasses import dataclass, field
import tomli
from typing_extensions import Self
from clint.rules import ALL_RULES
from clint.utils import get_repo_root
def _validate_exclude_paths(exclude_paths: list[str]) -> None:
"""Validate that all paths in the exclude list exist.
Args:... | 111 | 3,827 |
mlflow | dev/clint/src/clint/resolver.py | .py | import ast
from collections.abc import Iterator
from contextlib import contextmanager
class Resolver:
def __init__(self) -> None:
self.name_map: dict[str, list[str]] = {}
self._scope_stack: list[dict[str, list[str]]] = []
def clear(self) -> None:
"""Clear all name mappings. Useful whe... | 90 | 2,931 |
mlflow | dev/clint/src/clint/linter.py | .py | import ast
import fnmatch
import json
import re
import textwrap
import tokenize
from dataclasses import dataclass
from pathlib import Path
from typing import Any, Iterable, Iterator, TypeAlias
from typing_extensions import Self
from clint import rules
from clint.comments import Noqa, iter_comments
from clint.config i... | 1,085 | 41,242 |
mlflow | dev/clint/src/clint/rules/os_chdir_in_test.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class OsChdirInTest(Rule):
def _message(self) -> str:
return "Do not use `os.chdir` in test directly. Use `monkeypatch.chdir` (https://docs.pytest.org/en/stable/reference/reference.html#pytest.MonkeyPatch.chdir)."
@stat... | 17 | 520 |
mlflow | dev/clint/src/clint/rules/no_rst.py | .py | from clint.rules.base import Rule
class NoRst(Rule):
def _message(self) -> str:
return "Do not use RST style. Use Google style instead."
| 7 | 151 |
mlflow | dev/clint/src/clint/rules/pytest_mark_repeat.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class PytestMarkRepeat(Rule):
def _message(self) -> str:
return (
"@pytest.mark.repeat decorator should not be committed. "
"This decorator is meant for local testing only to check for flaky tests."
... | 23 | 709 |
mlflow | dev/clint/src/clint/rules/os_environ_delete_in_test.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class OsEnvironDeleteInTest(Rule):
def _message(self) -> str:
return (
"Do not delete `os.environ` in test directly (del os.environ[...] or "
"os.environ.pop(...)). Use `monkeypatch.delenv` "
... | 31 | 1,148 |
mlflow | dev/clint/src/clint/rules/lazy_import.py | .py | from clint.builtin import BUILTIN_MODULES
from clint.rules.base import Rule
# Third-party packages that are always available as core dependencies of mlflow-tracing
# (the smallest installable unit of MLflow). Lazy imports of these packages are flagged
# the same way as stdlib lazy imports.
_ALWAYS_AVAILABLE_MODULES = ... | 27 | 851 |
mlflow | dev/clint/src/clint/rules/assign_before_append.py | .py | import ast
from clint.rules.base import Rule
class AssignBeforeAppend(Rule):
def _message(self) -> str:
return (
"Avoid unnecessary assignment before appending to a list. "
"Use a list comprehension instead."
)
@staticmethod
def check(node: ast.For, prev_stmt: ast... | 65 | 2,027 |
mlflow | dev/clint/src/clint/rules/os_environ_set_in_test.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class OsEnvironSetInTest(Rule):
def _message(self) -> str:
return "Do not set `os.environ` in test directly. Use `monkeypatch.setenv` (https://docs.pytest.org/en/stable/reference/reference.html#pytest.MonkeyPatch.setenv)."
... | 20 | 700 |
mlflow | dev/clint/src/clint/rules/markdown_link.py | .py | from clint.rules.base import Rule
class MarkdownLink(Rule):
def _message(self) -> str:
return (
"Markdown link is not supported in docstring. "
"Use reST link instead (e.g., `Link text <link URL>`_)."
)
| 10 | 249 |
mlflow | dev/clint/src/clint/rules/lazy_module.py | .py | from clint.rules.base import Rule
class LazyModule(Rule):
def _message(self) -> str:
return "Module loaded by `LazyLoader` must be imported in `TYPE_CHECKING` block."
| 7 | 181 |
mlflow | dev/clint/src/clint/rules/do_not_disable.py | .py | from typing_extensions import Self
from clint.rules.base import Rule
class DoNotDisable(Rule):
RULES = {
"B006": "Use None as default and set value in function body instead of mutable defaults",
"F821": "Use typing.TYPE_CHECKING for forward references to optional dependencies",
}
def __i... | 30 | 937 |
mlflow | dev/clint/src/clint/rules/mock_patch_as_decorator.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class MockPatchAsDecorator(Rule):
def _message(self) -> str:
return (
"Do not use `unittest.mock.patch` as a decorator. "
"Use it as a context manager to avoid patches being active longer than needed ... | 28 | 981 |
mlflow | dev/clint/src/clint/rules/no_class_based_tests.py | .py | import ast
from typing_extensions import Self
from clint.rules.base import Rule
class NoClassBasedTests(Rule):
def __init__(self, class_name: str) -> None:
self.class_name = class_name
@classmethod
def check(cls, node: ast.ClassDef, path_name: str) -> Self | None:
# Only check in test f... | 36 | 932 |
mlflow | dev/clint/src/clint/rules/isinstance_union_syntax.py | .py | import ast
from clint.rules.base import Rule
class IsinstanceUnionSyntax(Rule):
def _message(self) -> str:
return (
"Use `isinstance(obj, (X, Y))` instead of `isinstance(obj, X | Y)`. "
"The union syntax with `|` is slower than using a tuple of types."
)
@staticmethod... | 53 | 1,749 |
mlflow | dev/clint/src/clint/rules/unsafe_version_parse.py | .py | import ast
from typing import TYPE_CHECKING
from clint.rules.base import Rule
if TYPE_CHECKING:
from clint.resolver import Resolver
class UnsafeVersionParse(Rule):
# Names/attributes that hold a raw Databricks runtime (DBR) version string. These are NOT
# PEP 440 (e.g. "18.x-aarch64-photon-scala2") and ... | 68 | 2,501 |
mlflow | dev/clint/src/clint/rules/unnamed_thread_pool.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class UnnamedThreadPool(Rule):
def _message(self) -> str:
return (
"`ThreadPoolExecutor()` must be called with a `thread_name_prefix` argument to improve "
"debugging and traceability of thread-relate... | 24 | 779 |
mlflow | dev/clint/src/clint/rules/incorrect_type_annotation.py | .py | import ast
from clint.rules.base import Rule
class IncorrectTypeAnnotation(Rule):
MAPPING = {
"callable": "Callable",
"any": "Any",
}
def __init__(self, type_hint: str) -> None:
self.type_hint = type_hint
@staticmethod
def check(node: ast.Name) -> bool:
return no... | 26 | 664 |
mlflow | dev/clint/src/clint/rules/forbidden_set_active_model_usage.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class ForbiddenSetActiveModelUsage(Rule):
def _message(self) -> str:
return (
"Usage of `set_active_model` is not allowed in mlflow, use `_set_active_model` instead."
)
@staticmethod
def check(no... | 23 | 667 |
mlflow | dev/clint/src/clint/rules/__init__.py | .py | from clint.rules.assign_before_append import AssignBeforeAppend
from clint.rules.base import Rule
from clint.rules.do_not_disable import DoNotDisable
from clint.rules.docstring_param_order import DocstringParamOrder
from clint.rules.empty_notebook_cell import EmptyNotebookCell
from clint.rules.example_syntax_error impo... | 125 | 5,227 |
mlflow | dev/clint/src/clint/rules/unknown_mlflow_function.py | .py | from clint.rules.base import Rule
class UnknownMlflowFunction(Rule):
def __init__(self, function_name: str) -> None:
self.function_name = function_name
def _message(self) -> str:
return (
f"Unknown MLflow function: `{self.function_name}`. "
"This function may not exist... | 13 | 356 |
mlflow | dev/clint/src/clint/rules/forbidden_deprecation_warning.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
def _is_deprecation_warning(expr: ast.expr) -> bool:
return isinstance(expr, ast.Name) and expr.id == "DeprecationWarning"
class ForbiddenDeprecationWarning(Rule):
def _message(self) -> str:
return (
"Do no... | 35 | 1,331 |
mlflow | dev/clint/src/clint/rules/use_walrus_operator.py | .py | import ast
from clint.rules.base import Rule
class UseWalrusOperator(Rule):
def _message(self) -> str:
return (
"Use the walrus operator `:=` when a variable is assigned and only used "
"within an `if` block that tests its truthiness. "
"For example, replace `a = ...; ... | 190 | 6,365 |
mlflow | dev/clint/src/clint/rules/prefer_dict_union.py | .py | import ast
from clint.rules.base import Rule
def _is_simple_name_or_attribute(node: ast.expr) -> bool:
"""
Check if a node is a simple name (e.g., `a`) or a chain of attribute
accesses on a simple name (e.g., `obj.attr` or `a.b.c`).
"""
if isinstance(node, ast.Name):
return True
if is... | 57 | 1,797 |
mlflow | dev/clint/src/clint/rules/mock_patch_dict_environ.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class MockPatchDictEnviron(Rule):
def _message(self) -> str:
return (
"Do not use `mock.patch.dict` to modify `os.environ` in tests; "
"use pytest's monkeypatch fixture (monkeypatch.setenv / monkeypat... | 47 | 1,482 |
mlflow | dev/clint/src/clint/rules/no_shebang.py | .py | from clint.rules.base import Rule
class NoShebang(Rule):
def _message(self) -> str:
return "Python scripts should not contain shebang lines"
@staticmethod
def check(file_content: str) -> bool:
"""
Returns True if the file contains a shebang line at the beginning.
A sheban... | 16 | 451 |
mlflow | dev/clint/src/clint/rules/forbidden_make_judge_in_builtin_scorers.py | .py | import ast
from pathlib import Path
from clint.resolver import Resolver
from clint.rules.base import Rule
class ForbiddenMakeJudgeInBuiltinScorers(Rule):
"""Ensure make_judge is not used in builtin_scorers.py.
After switching to InstructionsJudge in builtin_scorers.py, this rule
prevents future regressi... | 47 | 1,503 |
mlflow | dev/clint/src/clint/rules/forbidden_trace_ui_in_notebook.py | .py | from clint.rules.base import Rule
class ForbiddenTraceUIInNotebook(Rule):
def _message(self) -> str:
return (
"Found the MLflow Trace UI iframe in the notebook. "
"The trace UI in cell outputs will not render correctly in previews or the website. "
"Please run `mlflow.t... | 12 | 422 |
mlflow | dev/clint/src/clint/rules/subprocess_check_call.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class SubprocessCheckCall(Rule):
def _message(self) -> str:
return (
"Use `subprocess.check_call(...)` instead of `subprocess.run(..., check=True)` "
"for better readability. Only applies when check=T... | 44 | 1,269 |
mlflow | dev/clint/src/clint/rules/log_model_artifact_path.py | .py | import ast
from typing import TYPE_CHECKING
from clint.rules.base import Rule
from clint.utils import resolve_expr
if TYPE_CHECKING:
from clint.index import SymbolIndex
class LogModelArtifactPath(Rule):
def _message(self) -> str:
return "`artifact_path` parameter of `log_model` is deprecated. Use `n... | 55 | 1,800 |
mlflow | dev/clint/src/clint/rules/prefer_os_environ.py | .py | import ast
from typing import Literal
from typing_extensions import Self
from clint.resolver import Resolver
from clint.rules.base import Rule
# See https://github.com/astral-sh/ruff/issues/3608
class PreferOsEnviron(Rule):
def __init__(self, func: Literal["getenv", "putenv"]) -> None:
self.func = func
... | 26 | 770 |
mlflow | dev/clint/src/clint/rules/prefer_next.py | .py | import ast
from clint.rules.base import Rule
class PreferNext(Rule):
def _message(self) -> str:
return (
"Use `next(x for x in items if condition)` instead of "
"`[x for x in items if condition][0]` for finding the first matching element."
)
@staticmethod
def chec... | 37 | 1,159 |
mlflow | dev/clint/src/clint/rules/unparameterized_generic_type.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class UnparameterizedGenericType(Rule):
def __init__(self, type_hint: str) -> None:
self.type_hint = type_hint
@staticmethod
def is_generic_type(node: ast.Name | ast.Attribute, resolver: Resolver) -> bool:
i... | 33 | 902 |
mlflow | dev/clint/src/clint/rules/invalid_experimental_decorator.py | .py | import ast
from packaging.version import InvalidVersion, Version
from clint.resolver import Resolver
from clint.rules.base import Rule
def _is_valid_version(version: str) -> bool:
try:
v = Version(version)
return not (v.is_devrelease or v.is_prerelease or v.is_postrelease)
except InvalidVers... | 54 | 1,614 |
mlflow | dev/clint/src/clint/rules/extraneous_docstring_param.py | .py | from clint.rules.base import Rule
class ExtraneousDocstringParam(Rule):
def __init__(self, params: set[str]) -> None:
self.params = params
def _message(self) -> str:
return f"Extraneous parameters in docstring: {self.params}"
| 10 | 253 |
mlflow | dev/clint/src/clint/rules/unnamed_thread.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class UnnamedThread(Rule):
def _message(self) -> str:
return (
"`threading.Thread()` must be called with a `name` argument to improve debugging "
"and traceability of thread-related issues."
)... | 24 | 715 |
mlflow | dev/clint/src/clint/rules/missing_docstring_param.py | .py | from clint.rules.base import Rule
class MissingDocstringParam(Rule):
def __init__(self, params: set[str]) -> None:
self.params = params
def _message(self) -> str:
return f"Missing parameters in docstring: {self.params}"
| 10 | 247 |
mlflow | dev/clint/src/clint/rules/forbidden_top_level_import.py | .py | from clint.rules.base import Rule
class ForbiddenTopLevelImport(Rule):
def __init__(self, module: str) -> None:
self.module = module
def _message(self) -> str:
return (
f"Importing module `{self.module}` at the top level is not allowed "
"in this file. Use lazy import ... | 13 | 340 |
mlflow | dev/clint/src/clint/rules/tempfile_in_test.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class TempfileInTest(Rule):
def _message(self) -> str:
return (
"Do not use `tempfile` in tests. Use the `tmp_path` fixture instead "
"(https://docs.pytest.org/en/stable/reference/reference.html#tmp-p... | 24 | 683 |
mlflow | dev/clint/src/clint/rules/get_artifact_uri.py | .py | from clint.rules.base import Rule
class GetArtifactUri(Rule):
def _message(self) -> str:
return (
"`mlflow.get_artifact_uri` should not be used in examples. "
"Use the return value of `log_model` instead."
)
| 10 | 254 |
mlflow | dev/clint/src/clint/rules/docstring_param_order.py | .py | from clint.rules.base import Rule
class DocstringParamOrder(Rule):
def __init__(self, params: list[str]) -> None:
self.params = params
def _message(self) -> str:
return f"Unordered parameters in docstring: {self.params}"
| 10 | 248 |
mlflow | dev/clint/src/clint/rules/unknown_mlflow_arguments.py | .py | from clint.rules.base import Rule
class UnknownMlflowArguments(Rule):
def __init__(self, function_name: str, unknown_args: set[str]) -> None:
self.function_name = function_name
self.unknown_args = unknown_args
def _message(self) -> str:
args_str = ", ".join(f"`{arg}`" for arg in sorte... | 15 | 518 |
mlflow | dev/clint/src/clint/rules/example_syntax_error.py | .py | from clint.rules.base import Rule
class ExampleSyntaxError(Rule):
def _message(self) -> str:
return "This example has a syntax error."
| 7 | 149 |
mlflow | dev/clint/src/clint/rules/nested_mock_patch.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class NestedMockPatch(Rule):
def _message(self) -> str:
return (
"Do not nest `unittest.mock.patch` context managers. "
"Use multiple context managers in a single `with` statement instead: "
... | 55 | 1,963 |
mlflow | dev/clint/src/clint/rules/implicit_optional.py | .py | import ast
from clint.rules.base import Rule
class ImplicitOptional(Rule):
def _message(self) -> str:
return "Use `Optional` if default value is `None`"
@staticmethod
def check(node: ast.AnnAssign) -> bool:
"""
Returns True if the value to assign is `None` but the type annotation... | 61 | 1,988 |
mlflow | dev/clint/src/clint/rules/typing_extensions.py | .py | from clint.rules.base import Rule
class TypingExtensions(Rule):
def __init__(self, *, full_name: str, allowlist: list[str]) -> None:
self.full_name = full_name
self.allowlist = allowlist
def _message(self) -> str:
return (
f"`{self.full_name}` is not allowed to use. Only {... | 16 | 594 |
mlflow | dev/clint/src/clint/rules/use_sys_executable.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class UseSysExecutable(Rule):
def _message(self) -> str:
return (
"Use `[sys.executable, '-m', 'mlflow', ...]` when running mlflow CLI in a subprocess."
)
@staticmethod
def check(node: ast.Call, ... | 35 | 1,105 |
mlflow | dev/clint/src/clint/rules/empty_notebook_cell.py | .py | from clint.rules.base import Rule
class EmptyNotebookCell(Rule):
def _message(self) -> str:
return "Empty notebook cell. Remove it or add some content."
| 7 | 167 |
mlflow | dev/clint/src/clint/rules/redundant_test_docstring.py | .py | """Rule to detect redundant docstrings in test files.
This rule flags:
- ALL single-line docstrings in test functions and classes (multi-line
function/class docstrings are allowed since they generally provide
meaningful context).
- ALL module-level docstrings in test files (single- or multi-line).
"""
import ast
... | 65 | 2,096 |
mlflow | dev/clint/src/clint/rules/except_bool_op.py | .py | import ast
from clint.rules.base import Rule
class ExceptBoolOp(Rule):
def _message(self) -> str:
return (
"Did you mean `except (X, Y):`? Using or/and in an except handler is likely a mistake."
)
@staticmethod
def check(node: ast.ExceptHandler) -> bool:
return isinst... | 15 | 348 |
mlflow | dev/clint/src/clint/rules/redundant_mock_return_value.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class RedundantMockReturnValue(Rule):
def _message(self) -> str:
return (
"Do not pass `return_value=MagicMock()` or `return_value=Mock()` to `patch()`. "
"The default return value of a mock is alread... | 37 | 1,181 |
mlflow | dev/clint/src/clint/rules/invalid_abstract_method.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class InvalidAbstractMethod(Rule):
def _message(self) -> str:
return (
"Abstract method should only contain a single statement/expression, "
"and it must be `pass`, `...`, or a docstring."
)
... | 51 | 1,684 |
mlflow | dev/clint/src/clint/rules/mlflow_class_name.py | .py | from clint.rules.base import Rule
class MlflowClassName(Rule):
def _message(self) -> str:
return "Should use `Mlflow` in class name, not `MLflow` or `MLFlow`."
| 7 | 174 |
mlflow | dev/clint/src/clint/rules/use_gh_token.py | .py | import ast
from clint.resolver import Resolver
from clint.rules.base import Rule
class UseGhToken(Rule):
def _message(self) -> str:
return "Use GH_TOKEN instead of GITHUB_TOKEN for the environment variable name."
@staticmethod
def check(node: ast.Call, resolver: Resolver) -> bool:
"""
... | 25 | 774 |
mlflow | dev/clint/src/clint/rules/base.py | .py | import inspect
import itertools
import re
from abc import ABC, abstractmethod
from typing import Any
_id_counter = itertools.count(start=1)
_CLASS_NAME_TO_RULE_NAME_REGEX = re.compile(r"(?<!^)(?=[A-Z])")
class Rule(ABC):
id: str
name: str
def __init_subclass__(cls, **kwargs: Any) -> None:
super(... | 32 | 798 |
mlflow | dev/clint/src/clint/rules/multi_assign.py | .py | import ast
from clint.rules.base import Rule
class MultiAssign(Rule):
def _message(self) -> str:
return (
"Avoid multiple assignment (e.g., `x, y = func()`). Use separate assignments "
"instead for better readability and easier debugging."
)
@staticmethod
def chec... | 52 | 1,779 |
mlflow | dev/clint/src/clint/rules/unused_disable_comment.py | .py | from clint.rules.base import Rule
class UnusedDisableComment(Rule):
def __init__(self, rule_name: str) -> None:
self.rule_name = rule_name
def _message(self) -> str:
return f"Unused disable comment for rule `{self.rule_name}`"
| 10 | 254 |
mlflow | dev/clint/src/clint/rules/test_name_typo.py | .py | from clint.rules.base import Rule
class TestNameTypo(Rule):
def _message(self) -> str:
return "This function looks like a test, but its name does not start with 'test_'."
| 7 | 185 |
mlflow | dev/clint/src/clint/rules/version_major_check.py | .py | import ast
import re
from typing import TYPE_CHECKING
from clint.rules.base import Rule
if TYPE_CHECKING:
from clint.resolver import Resolver
class MajorVersionCheck(Rule):
def _message(self) -> str:
return (
"Use `.major` field for major version comparisons instead of full version strin... | 58 | 1,899 |
mlflow | dev/clint/src/clint/rules/missing_notebook_h1_header.py | .py | from clint.rules.base import Rule
class MissingNotebookH1Header(Rule):
def _message(self) -> str:
return "Notebook should have at least one H1 header for the title."
| 7 | 180 |
mlflow | dev/dev_stubs/__init__.py | .py | """Credential-free dev/CI stubs for reviewing provider-gated MLflow UI.
``run_dev_server.py --stub-providers <names>`` installs these before launching
the dev server so features gated on external providers/credentials render
without real keys, cost, or nondeterminism.
- ``claude`` -- a fake ``claude`` CLI on PATH, sa... | 87 | 3,021 |
mlflow | dev/dev_stubs/claude_cli.py | .py | """Credential-free stub `claude` CLI for reviewing provider-gated Assistant UI.
The MLflow Assistant's "Claude Code" provider only reveals its chat panel after
an auth probe succeeds: it shells out to
``claude -p hi --max-turns 1 --output-format json`` and unlocks the UI when that
exits 0 (see ``mlflow/assistant/provi... | 110 | 4,093 |
mlflow | docs/api_reference/broken_links.py | .py | import contextlib
import socket
import subprocess
import sys
import time
import requests
from scrapy.crawler import CrawlerProcess
from scrapy.linkextractors import LinkExtractor
from scrapy.spiders import CrawlSpider, Rule
def get_safe_port():
with contextlib.closing(socket.socket(socket.AF_INET, socket.SOCK_ST... | 73 | 1,987 |
mlflow | docs/api_reference/gateway_api_docs.py | .py | import json
import tempfile
from pathlib import Path
from mlflow.gateway.app import create_app_from_path
# This HTML was obtained by sending a request to the `/docs` route and saving the response.
# To hide the "try it out" button, we set `supportedSubmitMethods` to an empty list.
# The url was changed to "./openapi.... | 94 | 2,529 |
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