pyproject.toml

# build requirements
[build-system]
requires = ["setuptools < 68.0.0"]
build-backend = "setuptools.build_meta"

# iSort
[tool.isort]
multi_line_output = 0
line_length = 120
skip = [ "env", "wandb", "runs", "build", "node_modules" ]
known_third_party = ["wandb"]
include_trailing_comma = true
split_on_trailing_comma = true

[tool.ruff.lint]
select = [
    "C4",
    # TODO port pydocstyle
    # "D", # pydocstyle
    "LOG",
    "PERF",
    "PLE",
    "COM812",
    "UP006",
    "F401",
]
extend-safe-fixes = [
    "UP006",
]
ignore = [
    "C408",
    "PERF2",
    "PERF4",
]

[tool.ruff]
target-version = "py39"
exclude = [
    "build/**",
    "docs/**",
    "node_modules/**",
]

# Pyright
[tool.pyright]
include = [
    "composer/**",
    "tests/**",
    "examples/**",
]
exclude = [
    "build/**",
    "node_modules/**",
    'composer/trainer/mosaic_fsdp_utils.py'
]
# Disable checks for missing imports, as a conditional install of composer will not include them
# Any incorrect imports will be discovered through test cases
reportMissingImports="none"
# Sometimes for code validation or readability we want redundant isinstance checks.
reportUnnecessaryIsInstance = "none"
reportMissingTypeStubs = "none"
# forward() and initailize_object() have incompatible method overrides
reportIncompatibleMethodOverride = "none"
reportIncompatibleVariableOverride = "error"
reportUnusedImport = "error"
reportUnusedClass = "error"
reportUnusedFunction = "error"
reportUnusedVariable = "error"
reportDuplicateImport = "error"
reportWildcardImportFromLibrary = "error"
reportUntypedFunctionDecorator = "error"
# Pyright sometimes marks public imports as private
reportPrivateImportUsage = "none"
reportUndefinedVariable = "error"
strictParameterNoneValue = true
reportPropertyTypeMismatch = "error"
reportUntypedNamedTuple = "error"
reportUnnecessaryCast = "error"
reportInvalidTypeVarUse = "error"
reportOverlappingOverload = "error"
reportUninitializedInstanceVariable = "error"
reportInvalidStringEscapeSequence = "error"
reportMissingParameterType = "none"  # TODO: make this an error. Many tests are missing parameter types.
reportCallInDefaultInitializer = "error"
reportUnnecessaryComparison = "error"
reportSelfClsParameterName = "error"
# Need to ensure all implict string concatinations are wrapped with an extra set of paranethesis.
reportImplicitStringConcatenation = "none"  # TODO: make this an error.
reportInvalidStubStatement = "error"
reportIncompleteStub = "error"
reportUnsupportedDunderAll = "error"
reportUnusedCoroutine = "error"

# Pytest
[tool.pytest.ini_options]
# By default, do not run gpu, vision, docs, notebook, or daily tests
addopts = "--codeblocks --strict-markers -m 'not gpu and not doctest and not daily and not remote' --color=yes"

markers = [
    # Tests that require a world_size of two should be annotated with `@pytest.mark.world_size(2)`.
    # If not specified, the test will be assumed to have a world-size of one, which is
    # equivalent to `@pytest.mark.world_size(1)`
    "world_size(val)",
    # Tests that require a gpu should be annotated with `@pytest.mark.gpu`
    "gpu",
    # Tests which are run as part of the documentation build
    "doctest",
    # Should be run during daily regression
    "daily",
    # Whether the test will be reading data from a remote source, and may require credentials
    "remote",
]
filterwarnings = [
    "error",  # Mark all warnings as errors

    # Treat the warnings that python usually would ignore as warnings, not errors.
    "default::DeprecationWarning",
    'default::PendingDeprecationWarning',
    'default::ImportWarning',
    'ignore::ResourceWarning',  # Ignore these -- they are from errors like CPU OOMs

    # Ignore the following warnings
    'ignore:Deterministic mode is activated:UserWarning',  # All tests run with deterministic mode
    'ignore:SubsetNumBatchesWarning',  # SubsetNumBatches is used extensively in testing
    # ignore lambda warnings
    'ignore:Running code eval locally may be insecure.*:UserWarning', # All tests run w/o lambdas at the moment
    # allow training metrics
    'ignore:Computing model evaluation metrics during training doubles the number of forward passes:UserWarning',
    'ignore:No optimizer was specified.:UserWarning',  # OK to not specify an optimizer in the tests
    # Ignore a bug in the pytorch dataloader
    '''ignore:Exception ignored in. <function _MultiProcessingDataLoaderIter.__del__:pytest.PytestUnraisableExceptionWarning''',
    # Ignore torchvision complaining about no c libraries (happens in the conda build)
    'ignore:Failed to load image Python extension:UserWarning',
    # Ignore a deprecation warning in the conda build
    'ignore:distutils Version classes are deprecated:DeprecationWarning',
    # Ignore a UserWarning from TorchMetrics about potentially large memory usage when batch sizes are extremely large
    'ignore:Metric `SpearmanCorrcoef` will save all targets and predictions in the buffer:UserWarning:torchmetrics',
    # Ignore a UserWarning from torch 1.12 due to DeepSpeed's use of positional args
    'ignore:Positional args are being deprecated, use kwargs instead.*:UserWarning',
    'ignore:torch.distributed._all_gather_base is a private function and will be deprecated.*:UserWarning',
    'ignore:torch.distributed._reduce_scatter_base is a private function and will be deprecated.*:UserWarning',
    # Ignore tensorboard deprecation warnings
    'ignore:Call to deprecated create function Descriptor().*:DeprecationWarning:tensorboard',
    'ignore:Call to deprecated create function EnumDescriptor().*:DeprecationWarning:tensorboard',
    'ignore:Call to deprecated create function EnumValueDescriptor().*:DeprecationWarning:tensorboard',
    'ignore:Call to deprecated create function FieldDescriptor().*:DeprecationWarning:tensorboard',
    'ignore:Call to deprecated create function FileDescriptor().*:DeprecationWarning:tensorboard',
    # Ignore TracerWarnings for operations potentially unsupported by model tracing
    'ignore:.*might cause the trace to be incorrect.*:Warning',
    'ignore:save_weights_only=True only saves weights for now, but will changed to also save metadata.*:UserWarning',
    # Ignore has_cuda is deprecated warning please use torch.backends.cuda.is_build
    '''ignore:'has_cuda' is deprecated, please use 'torch.backends.cuda.is_built():UserWarning''',
    # Ignore has_cudnn is deprecated warning please use torch.backends.cudnn.is_available
    '''ignore:'has_cudnn' is deprecated, please use 'torch.backends.cudnn.is_available():UserWarning''',
    # Ignore has_mps is deprecated warning please use torch.backends.mps.is_built
    '''ignore:'has_mps' is deprecated, please use 'torch.backends.mps.is_built():UserWarning''',
    # Ignore has_mkldnn is deprecated warning please use torch.backends.mkldnn.is_available
    '''ignore:'has_mkldnn' is deprecated, please use 'torch.backends.mkldnn.is_available():UserWarning''',
    # Ignore torch distributed deprecated warnings
    '''ignore:torch.distributed.reduce_op is deprecated, please use torch.distributed.ReduceOp instead:UserWarning''',
    # Ignore torch sharded tensor deprecated warnings
    '''ignore:Please use DTensor instead and we are deprecating ShardedTensor.:UserWarning''',
    # Ignore torch pytree deprecated warnings
    '''ignore:torch.utils._pytree._register_pytree_node is deprecated.*:UserWarning''',
    # Ignore autograd kernel warning inside DeepSpeed
    '''ignore:.*an autograd kernel was not registered to the Autograd key.*:UserWarning''',
    # Ignore save_state_dict / load_state_dict deprecation warnings
    '''ignore:'.*_state_dict' is deprecated and will be removed in future versions.*:UserWarning''',
    # Ignore mlflow warnings about transformers versions,
    '''ignore:The 'transformers' MLflow Models integration.*:UserWarning''',
    # Ignore the flash v3 warnings from transformer engine
    '''ignore:To use flash-attn v3*:UserWarning''',
    # Ignore our own deprecation warnings
    '''ignore::composer.utils.warnings.VersionedDeprecationWarning''',
    # Ignore deprecation warning for torch.load
    '''ignore:You are using `torch.load` with `weights_only=False`.*:FutureWarning''',
    # Ignore deprecation warning as DeepSpeed uses old path
    '''ignore:.*torch.cuda.amp.custom.*:FutureWarning''',
    # DeepSpeed uses positional arguments for PyTorch, ignore the warning
    '''ignore:.*Positional args are being deprecated, use kwargs instead.*:FutureWarning''',
    # PyTorch uses their own deprecated function
    '''ignore:.*FSDP.state_dict_type.*:FutureWarning''',
    # Ignore PyTorch NO_SHARD deprecation
    '''ignore:.*The `NO_SHARD` sharding strategy is deprecated.*:FutureWarning''',
    # Some unit tests use ShardedTensor, though by default we use DTensor
    '''ignore:.*Please use DTensor instead and we are deprecating.*:FutureWarning''',
    # Ignore Torch load_state_dict warnings, it's used by torch internal, not composer
    '''ignore:.*`load_state_dict` is deprecated and *:FutureWarning''',
    # Ignore NeptuneLogger warnings
    '''ignore:.*NVML Shared Library Not Found. GPU usage metrics may not be reported.*''',
    # Ignore HuggingFace future warnings
    '''ignore:.*`clean_up_tokenization_spaces` was not set.*:FutureWarning''',
]

# Coverage
[tool.coverage.run]
parallel = true
branch = true
relative_files = true
concurrency = ["thread"]
include = [
    "composer/*"
]

# Yapf
[tool.yapf]
# Align closing bracket with visual indentation.
align_closing_bracket_with_visual_indent = false

# Allow dictionary keys to exist on multiple lines. For example:
#
#   x = {
#       ('this is the first element of a tuple',
#        'this is the second element of a tuple'):
#            value,
#   }
allow_multiline_dictionary_keys = false

# Allow lambdas to be formatted on more than one line.
allow_multiline_lambdas = false

# Allow splitting before a default / named assignment in an argument list.
allow_split_before_default_or_named_assigns = true

# Allow splits before the dictionary value.
allow_split_before_dict_value = true

#   Let spacing indicate operator precedence. For example:
#
#     a = 1 * 2 + 3 / 4
#     b = 1 / 2 - 3 * 4
#     c = (1 + 2) * (3 - 4)
#     d = (1 - 2) / (3 + 4)
#     e = 1 * 2 - 3
#     f = 1 + 2 + 3 + 4
#
# will be formatted as follows to indicate precedence:
#
#     a = 1*2 + 3/4
#     b = 1/2 - 3*4
#     c = (1+2) * (3-4)
#     d = (1-2) / (3+4)
#     e = 1*2 - 3
#     f = 1 + 2 + 3 + 4
#
arithmetic_precedence_indication = false

# Number of blank lines surrounding top-level function and class
# definitions.
blank_lines_around_top_level_definition = 2

# Insert a blank line before a class-level docstring.
blank_line_before_class_docstring = false

# Insert a blank line before a module docstring.
blank_line_before_module_docstring = true

# Insert a blank line before a 'def' or 'class' immediately nested
# within another 'def' or 'class'. For example:
#
#   class Foo:
#                      # <------ this blank line
#     def method():
#       ...
blank_line_before_nested_class_or_def = true

# Do not split consecutive brackets. Only relevant when
# dedent_closing_brackets is set. For example:
#
#    call_func_that_takes_a_dict(
#        {
#            'key1': 'value1',
#            'key2': 'value2',
#        }
#    )
#
# would reformat to:
#
#    call_func_that_takes_a_dict({
#        'key1': 'value1',
#        'key2': 'value2',
#    })
coalesce_brackets = true

# The column limit.
column_limit = 120

# The style for continuation alignment. Possible values are:
#
# - SPACE: Use spaces for continuation alignment. This is default behavior.
# - FIXED: Use fixed number (CONTINUATION_INDENT_WIDTH) of columns
#   (ie: CONTINUATION_INDENT_WIDTH/INDENT_WIDTH tabs or
#   CONTINUATION_INDENT_WIDTH spaces) for continuation alignment.
# - VALIGN-RIGHT: Vertically align continuation lines to multiple of
#   INDENT_WIDTH columns. Slightly right (one tab or a few spaces) if
#   cannot vertically align continuation lines with indent characters.
continuation_align_style = 'SPACE'

# Indent width used for line continuations.
continuation_indent_width = 4

# Put closing brackets on a separate line, dedented, if the bracketed
# expression can't fit in a single line. Applies to all kinds of brackets,
# including function definitions and calls. For example:
#
#   config = {
#       'key1': 'value1',
#       'key2': 'value2',
#   }        # <--- this bracket is dedented and on a separate line
#
#   time_series = self.remote_client.query_entity_counters(
#       entity='dev3246.region1',
#       key='dns.query_latency_tcp',
#       transform=Transformation.AVERAGE(window=timedelta(seconds=60)),
#       start_ts=now()-timedelta(days=3),
#       end_ts=now(),
#   )        # <--- this bracket is dedented and on a separate line
dedent_closing_brackets = true

# Disable the heuristic which places each list element on a separate line
# if the list is comma-terminated.
disable_ending_comma_heuristic = false

# Place each dictionary entry onto its own line.
each_dict_entry_on_separate_line = true

# Require multiline dictionary even if it would normally fit on one line.
# For example:
#
#   config = {
#       'key1': 'value1'
#   }
force_multiline_dict = false

# The regex for an i18n comment. The presence of this comment stops
# reformatting of that line, because the comments are required to be
# next to the string they translate.
i18n_comment = '#\..*'

# The i18n function call names. The presence of this function stops
# reformattting on that line, because the string it has cannot be moved
# away from the i18n comment.
i18n_function_call = 'N_, _'

# Indent blank lines.
indent_blank_lines = false

# Put closing brackets on a separate line, indented, if the bracketed
# expression can't fit in a single line. Applies to all kinds of brackets,
# including function definitions and calls. For example:
#
#   config = {
#       'key1': 'value1',
#       'key2': 'value2',
#       }        # <--- this bracket is indented and on a separate line
#
#   time_series = self.remote_client.query_entity_counters(
#       entity='dev3246.region1',
#       key='dns.query_latency_tcp',
#       transform=Transformation.AVERAGE(window=timedelta(seconds=60)),
#       start_ts=now()-timedelta(days=3),
#       end_ts=now(),
#       )        # <--- this bracket is indented and on a separate line
indent_closing_brackets = false

# Indent the dictionary value if it cannot fit on the same line as the
# dictionary key. For example:
#
#   config = {
#       'key1':
#           'value1',
#       'key2': value1 +
#               value2,
#   }
indent_dictionary_value = true

# The number of columns to use for indentation.
indent_width = 4

# Join short lines into one line. E.g., single line 'if' statements.
join_multiple_lines = false

# Do not include spaces around selected binary operators. For example:
#
#   1 + 2 * 3 - 4 / 5
#
# will be formatted as follows when configured with "*,/":
#
#   1 + 2*3 - 4/5
no_spaces_around_selected_binary_operators = ''

# Use spaces around default or named assigns.
spaces_around_default_or_named_assign = false

# Adds a space after the opening '{' and before the ending '}' dict delimiters.
#
#   {1: 2}
#
# will be formatted as:
#
#   { 1: 2 }
spaces_around_dict_delimiters = false

# Adds a space after the opening '[' and before the ending ']' list delimiters.
#
#   [1, 2]
#
# will be formatted as:
#
#   [ 1, 2 ]
spaces_around_list_delimiters = false

# Use spaces around the power operator.
spaces_around_power_operator = false

# Use spaces around the subscript / slice operator.  For example:
#
#   my_list[1 : 10 : 2]
spaces_around_subscript_colon = false

# Adds a space after the opening '(' and before the ending ')' tuple delimiters.
#
#   (1, 2, 3)
#
# will be formatted as:
#
#   ( 1, 2, 3 )
spaces_around_tuple_delimiters = false

# The number of spaces required before a trailing comment.
# This can be a single value (representing the number of spaces
# before each trailing comment) or list of values (representing
# alignment column values; trailing comments within a block will
# be aligned to the first column value that is greater than the maximum
# line length within the block). For example:
#
# With spaces_before_comment=5:
#
#   1 + 1 # Adding values
#
# will be formatted as:
#
#   1 + 1     # Adding values <-- 5 spaces between the end of the statement and comment
#
# With spaces_before_comment = '15, 20:'
#
#   1 + 1 # Adding values
#   two + two # More adding
#
#   longer_statement # This is a longer statement
#   short # This is a shorter statement
#
#   a_very_long_statement_that_extends_beyond_the_final_column # Comment
#   short # This is a shorter statement
#
# will be formatted as:
#
#   1 + 1          # Adding values <-- end of line comments in block aligned to col 15
#   two + two      # More adding
#
#   longer_statement    # This is a longer statement <-- end of line comments in block aligned to col 20
#   short               # This is a shorter statement
#
#   a_very_long_statement_that_extends_beyond_the_final_column  # Comment <-- the end of line comments are aligned based on the line length
#   short                                                       # This is a shorter statement
#
spaces_before_comment = 2

# Insert a space between the ending comma and closing bracket of a list,
# etc.
space_between_ending_comma_and_closing_bracket = false

# Use spaces inside brackets, braces, and parentheses.  For example:
#
#   method_call( 1 )
#   my_dict[ 3 ][ 1 ][ get_index( *args, **kwargs ) ]
#   my_set = { 1, 2, 3 }
space_inside_brackets = false

# Split before arguments
split_all_comma_separated_values = false

# Split before arguments, but do not split all subexpressions recursively
# (unless needed).
split_all_top_level_comma_separated_values = false

# Split before arguments if the argument list is terminated by a
# comma.
split_arguments_when_comma_terminated = true

# Set to True to prefer splitting before '+', '-', '*', '/', '//', or '@'
# rather than after.
split_before_arithmetic_operator = false

# Set to True to prefer splitting before '&', '|' or '^' rather than
# after.
split_before_bitwise_operator = false

# Split before the closing bracket if a list or dict literal doesn't fit on
# a single line.
split_before_closing_bracket = true

# Split before a dictionary or set generator (comp_for). For example, note
# the split before the 'for':
#
#   foo = {
#       variable: 'Hello world, have a nice day!'
#       for variable in bar if variable != 42
#   }
split_before_dict_set_generator = false

# Split before the '.' if we need to split a longer expression:
#
#   foo = ('This is a really long string: {}, {}, {}, {}'.format(a, b, c, d))
#
# would reformat to something like:
#
#   foo = ('This is a really long string: {}, {}, {}, {}'
#          .format(a, b, c, d))
split_before_dot = false

# Split after the opening paren which surrounds an expression if it doesn't
# fit on a single line.
split_before_expression_after_opening_paren = false

# If an argument / parameter list is going to be split, then split before
# the first argument.
split_before_first_argument = false

# Set to True to prefer splitting before 'and' or 'or' rather than
# after.
split_before_logical_operator = false

# Split named assignments onto individual lines.
split_before_named_assigns = true

# Set to True to split list comprehensions and generators that have
# non-trivial expressions and multiple clauses before each of these
# clauses. For example:
#
#   result = [
#       a_long_var + 100 for a_long_var in xrange(1000)
#       if a_long_var % 10]
#
# would reformat to something like:
#
#   result = [
#       a_long_var + 100
#       for a_long_var in xrange(1000)
#       if a_long_var % 10]
split_complex_comprehension = true

# The penalty for splitting right after the opening bracket.
split_penalty_after_opening_bracket = 300

# The penalty for splitting the line after a unary operator.
split_penalty_after_unary_operator = 10000

# The penalty of splitting the line around the '+', '-', '*', '/', '//',
# ``%``, and '@' operators.
split_penalty_arithmetic_operator = 300

# The penalty for splitting right before an if expression.
split_penalty_before_if_expr = 0

# The penalty of splitting the line around the '&', '|', and '^'
# operators.
split_penalty_bitwise_operator = 300

# The penalty for splitting a list comprehension or generator
# expression.
split_penalty_comprehension = 2100

# The penalty for characters over the column limit.
split_penalty_excess_character = 7000

# The penalty incurred by adding a line split to the unwrapped line. The
# more line splits added the higher the penalty.
split_penalty_for_added_line_split = 20

# The penalty of splitting a list of "import as" names. For example:
#
#   from a_very_long_or_indented_module_name_yada_yad import (long_argument_1,
#                                                             long_argument_2,
#                                                             long_argument_3)
#
# would reformat to something like:
#
#   from a_very_long_or_indented_module_name_yada_yad import (
#       long_argument_1, long_argument_2, long_argument_3)
split_penalty_import_names = 0

# The penalty of splitting the line around the 'and' and 'or'
# operators.
split_penalty_logical_operator = 300

# Use the Tab character for indentation.
use_tabs = false

# Ignore directories
[tool.yapfignore]
ignore_patterns = [
    "runs/**/*.py",
    "wandb/**/*.py",
    "build/**/*.py",
]

[tool.pylint.MASTER]

# A comma-separated list of package or module names from where C extensions may
# be loaded. Extensions are loading into the active Python interpreter and may
# run arbitrary code.
extension-pkg-allow-list=""

# A comma-separated list of package or module names from where C extensions may
# be loaded. Extensions are loading into the active Python interpreter and may
# run arbitrary code. (This is an alternative name to extension-pkg-allow-list
# for backward compatibility.)
extension-pkg-whitelist=""

# Return non-zero exit code if any of these messages/categories are detected,
# even if score is above --fail-under value. Syntax same as enable. Messages
# specified are enabled, while categories only check already-enabled messages.
fail-on=""

# Specify a score threshold to be exceeded before program exits with error.
# fail-under=10.0

# Files or directories to be skipped. They should be base names, not paths.
ignore="CVS"

# Add files or directories matching the regex patterns to the ignore-list. The
# regex matches against paths and can be in Posix or Windows format.
ignore-paths=""

# Files or directories matching the regex patterns are skipped. The regex
# matches against base names, not paths.
ignore-patterns=""

# Python code to execute, usually for sys.path manipulation such as
# pygtk.require().
init-hook=""

# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
# number of processors available to use.
jobs=4

# Control the amount of potential inferred values when inferring a single
# object. This can help the performance when dealing with large functions or
# complex, nested conditions.
limit-inference-results=100

# List of plugins (as comma separated values of python module names) to load,
# usually to register additional checkers.
# load-plugins=

# Pickle collected data for later comparisons.
# persistent=yes

# Minimum Python version to use for version dependent checks. Will default to
# the version used to run pylint.
py-version=3.9

# When enabled, pylint would attempt to guess common misconfiguration and emit
# user-friendly hints instead of false-positive error messages.
suggestion-mode="yes"

# Allow loading of arbitrary C extensions. Extensions are imported into the
# active Python interpreter and may run arbitrary code.
unsafe-load-any-extension="no"


[tool.pylint.'MESSAGES CONTROL']

# Only show warnings with the listed confidence levels. Leave empty to show
# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED.
confidence=""

# Disable the message, report, category or checker with the given id(s). You
# can either give multiple identifiers separated by comma (,) or put this
# option multiple times (only on the command line, not in the configuration
# file where it should appear only once). You can also use "--disable=all" to
# disable everything first and then reenable specific checks. For example, if
# you want to run only the similarities checker, you can use "--disable=all
# --enable=similarities". If you want to run only the classes checker, but have
# no Warning level messages displayed, use "--disable=all --enable=classes
# --disable=W".
disable="""raw-checker-failed,
        bad-inline-option,
        locally-disabled,
        file-ignored,
        suppressed-message,
        useless-suppression,
        deprecated-pragma,
        similarities,
        typecheck,
        design,
        missing-module-docstring,
        wrong-import-position,
        use-symbolic-message-instead,
        arguments-differ,
        import-outside-toplevel,
        too-many-nested-block,
        signature-differs,
        useless-import-alias"""

# Enable the message, report, category or checker with the given id(s). You can
# either give multiple identifier separated by comma (,) or put this option
# multiple time (only on the command line, not in the configuration file where
# it should appear only once). See also the "--disable" option for examples.
enable="c-extension-no-member"


[tool.pylint.'REPORTS']

# Python expression which should return a score less than or equal to 10. You
# have access to the variables 'error', 'warning', 'refactor', and 'convention'
# which contain the number of messages in each category, as well as 'statement'
# which is the total number of statements analyzed. This score is used by the
# global evaluation report (RP0004).
# evaluation="10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)"

# Template used to display messages. This is a python new-style format string
# used to format the message information. See doc for all details.
#msg-template=

# Set the output format. Available formats are text, parseable, colorized, json
# and msvs (visual studio). You can also give a reporter class, e.g.
# mypackage.mymodule.MyReporterClass.
output-format="colorized"

# Tells whether to display a full report or only the messages.
reports="no"

# Activate the evaluation score.
score="no"


[tool.pylint.REFACTORING]

# Maximum number of nested blocks for function / method body
max-nested-blocks=10

# Complete name of functions that never returns. When checking for
# inconsistent-return-statements if a never returning function is called then
# it will be considered as an explicit return statement and no message will be
# printed.
never-returning-functions="sys.exit,argparse.parse_error"


[tool.pylint.STRING]

# This flag controls whether inconsistent-quotes generates a warning when the
# character used as a quote delimiter is used inconsistently within a module.
check-quote-consistency="no"

# This flag controls whether the implicit-str-concat should generate a warning
# on implicit string concatenation in sequences defined over several lines.
check-str-concat-over-line-jumps="no"


[tool.pylint.LOGGING]

# The type of string formatting that logging methods do. `old` means using %
# formatting, `new` is for `{}` formatting.
logging-format-style="old"

# Logging modules to check that the string format arguments are in logging
# function parameter format.
logging-modules="logging"


[tool.pylint.VARIABLES]

# List of additional names supposed to be defined in builtins. Remember that
# you should avoid defining new builtins when possible.
additional-builtins=""

# Tells whether unused global variables should be treated as a violation.
allow-global-unused-variables="yes"

# List of names allowed to shadow builtins
allowed-redefined-builtins=""

# List of strings which can identify a callback function by name. A callback
# name must start or end with one of those strings.
callbacks="cb_,_cb"

# A regular expression matching the name of dummy variables (i.e. expected to
# not be used).
dummy-variables-rgx="_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_"

# Argument names that match this expression will be ignored. Default to name
# with leading underscore.
ignored-argument-names="_.*|^ignored_|^unused_"

# Tells whether we should check for unused import in __init__ files.
init-import="no"

# List of qualified module names which can have objects that can redefine
# builtins.
redefining-builtins-modules="six.moves,past.builtins,future.builtins,builtins,io"


[tool.pylint.MISCELLANEOUS]

# List of note tags to take in consideration, separated by a comma.
notes=""

# Regular expression of note tags to take in consideration.
#notes-rgx=


[tool.pylint.SPELLING]

# Limits count of emitted suggestions for spelling mistakes.
max-spelling-suggestions=4

# Spelling dictionary name. Available dictionaries: none. To make it work,
# install the 'python-enchant' package.
spelling-dict=""

# List of comma separated words that should be considered directives if they
# appear and the beginning of a comment and should not be checked.
spelling-ignore-comment-directives="fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy:,pyright:,type:"

# List of comma separated words that should not be checked.
spelling-ignore-words=""

# A path to a file that contains the private dictionary; one word per line.
spelling-private-dict-file=""

# Tells whether to store unknown words to the private dictionary (see the
# --spelling-private-dict-file option) instead of raising a message.
spelling-store-unknown-words="no"


[tool.pylint.BASIC]

# Naming style matching correct argument names.
argument-naming-style="snake_case"

# Regular expression matching correct argument names. Overrides argument-
# naming-style.
#argument-rgx=

# Naming style matching correct attribute names.
attr-naming-style="snake_case"

# Regular expression matching correct attribute names. Overrides attr-naming-
# style.
#attr-rgx=

# Bad variable names which should always be refused, separated by a comma.
bad-names=""

# Bad variable names regexes, separated by a comma. If names match any regex,
# they will always be refused
bad-names-rgxs=""

# Naming style matching correct class attribute names.
class-attribute-naming-style="any"

# Regular expression matching correct class attribute names. Overrides class-
# attribute-naming-style.
#class-attribute-rgx=

# Naming style matching correct class constant names.
class-const-naming-style="UPPER_CASE"

# Regular expression matching correct class constant names. Overrides class-
# const-naming-style.
#class-const-rgx=

# Naming style matching correct class names.
class-naming-style="PascalCase"

# Regular expression matching correct class names. Overrides class-naming-
# style.
#class-rgx=

# Naming style matching correct constant names.
const-naming-style="UPPER_CASE"

# Regular expression matching correct constant names. Overrides const-naming-
# style.
#const-rgx=

# Minimum line length for functions/classes that require docstrings, shorter
# ones are exempt.
docstring-min-length=-1

# Naming style matching correct function names.
function-naming-style="snake_case"

# Regular expression matching correct function names. Overrides function-
# naming-style.
#function-rgx=

# Good variable names which should always be accepted, separated by a comma.
good-names=""

# Good variable names regexes, separated by a comma. If names match any regex,
# they will always be accepted
good-names-rgxs="^[_a-z][_a-z0-9]*$"

# Include a hint for the correct naming format with invalid-name.
include-naming-hint="no"

# Naming style matching correct inline iteration names.
inlinevar-naming-style="any"

# Regular expression matching correct inline iteration names. Overrides
# inlinevar-naming-style.
#inlinevar-rgx=

# Naming style matching correct method names.
method-naming-style="snake_case"

# Regular expression matching correct method names. Overrides method-naming-
# style.
#method-rgx=

# Naming style matching correct module names.
module-naming-style="snake_case"

# Regular expression matching correct module names. Overrides module-naming-
# style.
#module-rgx=

# Colon-delimited sets of names that determine each other's naming style when
# the name regexes allow several styles.
name-group=""

# Regular expression which should only match function or class names that do
# not require a docstring.
no-docstring-rgx="^_"

# List of decorators that produce properties, such as abc.abstractproperty. Add
# to this list to register other decorators that produce valid properties.
# These decorators are taken in consideration only for invalid-name.
property-classes="abc.abstractproperty"

# Naming style matching correct variable names.
variable-naming-style="snake_case"

# Regular expression matching correct variable names. Overrides variable-
# naming-style.
#variable-rgx=


[tool.pylint.SIMILARITIES]

# Comments are removed from the similarity computation
ignore-comments="yes"

# Docstrings are removed from the similarity computation
ignore-docstrings="yes"

# Imports are removed from the similarity computation
ignore-imports="no"

# Signatures are removed from the similarity computation
ignore-signatures="no"

# Minimum lines number of a similarity.
min-similarity-lines=4


[tool.pylint.FORMAT]

# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
expected-line-ending-format=""

# Regexp for a line that is allowed to be longer than the limit.
ignore-long-lines="^\\s*(# )?<?https?:\\/\\/\\S+>?$"

# Number of spaces of indent required inside a hanging or continued line.
indent-after-paren=4

# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
# tab).
indent-string='    '

# Maximum number of characters on a single line.
max-line-length=120

# Maximum number of lines in a module.
# max-module-lines=1000

# Allow the body of a class to be on the same line as the declaration if body
# contains single statement.
single-line-class-stmt="no"

# Allow the body of an if to be on the same line as the test if there is no
# else.
single-line-if-stmt="no"


[tool.pylint.IMPORTS]

# List of modules that can be imported at any level, not just the top level
# one.
allow-any-import-level=""

# Allow wildcard imports from modules that define __all__.
allow-wildcard-with-all="no"

# Analyse import fallback blocks. This can be used to support both Python 2 and
# 3 compatible code, which means that the block might have code that exists
# only in one or another interpreter, leading to false positives when analysed.
analyse-fallback-blocks="no"

# Deprecated modules which should not be used, separated by a comma.
deprecated-modules=""

# Output a graph (.gv or any supported image format) of external dependencies
# to the given file (report RP0402 must not be disabled).
ext-import-graph=""

# Output a graph (.gv or any supported image format) of all (i.e. internal and
# external) dependencies to the given file (report RP0402 must not be
# disabled).
import-graph=""

# Output a graph (.gv or any supported image format) of internal dependencies
# to the given file (report RP0402 must not be disabled).
int-import-graph=""

# Force import order to recognize a module as part of the standard
# compatibility libraries.
known-standard-library=""

# Force import order to recognize a module as part of a third party library.
known-third-party="enchant"

# Couples of modules and preferred modules, separated by a comma.
preferred-modules=""


[tool.pylint.CLASSES]

# Warn about protected attribute access inside special methods
check-protected-access-in-special-methods="no"

# List of method names used to declare (i.e. assign) instance attributes.
defining-attr-methods="__init__,__new__,setUp,__post_init__"

# List of member names, which should be excluded from the protected access
# warning.
exclude-protected="_asdict,_fields,_replace,_source,_make"

# List of valid names for the first argument in a class method.
valid-classmethod-first-arg="cls"

# List of valid names for the first argument in a metaclass class method.
valid-metaclass-classmethod-first-arg="cls"


[tool.pylint.DESIGN]

# List of regular expressions of class ancestor names to ignore when counting
# public methods (see R0903)
exclude-too-few-public-methods=""

# List of qualified class names to ignore when counting class parents (see
# R0901)
ignored-parents=""

# Maximum number of arguments for function / method.
max-args=5

# Maximum number of attributes for a class (see R0902).
max-attributes=7

# Maximum number of boolean expressions in an if statement (see R0916).
max-bool-expr=5

# Maximum number of branch for function / method body.
max-branches=12

# Maximum number of locals for function / method body.
max-locals=15

# Maximum number of parents for a class (see R0901).
max-parents=7

# Maximum number of public methods for a class (see R0904).
max-public-methods=20

# Maximum number of return / yield for function / method body.
max-returns=6

# Maximum number of statements in function / method body.
max-statements=50

# Minimum number of public methods for a class (see R0903).
min-public-methods=2


[tool.pylint.EXCEPTIONS]

# Exceptions that will emit a warning when being caught. Defaults to
# "BaseException, Exception".
overgeneral-exceptions="BaseException,Exception"

[tool.pydocstyle]
convention="google"
add_ignore="D102,D105,D107,D401"
add_select="D400,D404"