pyproject.toml

[tool.isort]
profile = "black"
known_ml="numpy,torch,torchvision"
sections="FUTURE,STDLIB,ML,THIRDPARTY,FIRSTPARTY,LOCALFOLDER"

[tool.pylint]

[tool.pylint.MAIN]

# Specify a configuration file.
#rcfile=

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

# 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="^\\.#"

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

# List of plugins (as comma separated values of python modules names) to load,
# usually to register additional checkers.
load-plugins=[
    "pylint.extensions.check_elif",
    "pylint.extensions.bad_builtin",
    "pylint.extensions.docparams",
    "pylint.extensions.for_any_all",
    "pylint.extensions.set_membership",
    "pylint.extensions.code_style",
    "pylint.extensions.overlapping_exceptions",
    "pylint.extensions.typing",
    "pylint.extensions.redefined_variable_type",
    "pylint.extensions.comparison_placement",
    "pylint.extensions.mccabe",]

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

# 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"

# 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=""

# Minimum supported python version
py-version = "3.7.2"

# 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

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

# 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=""


[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=

# 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="""
    use-symbolic-message-instead,
    useless-suppression,
    """

# 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 re-enable 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=["attribute-defined-outside-init",
    "invalid-name",
    "missing-docstring",
    "protected-access",
    "too-few-public-methods",
    "format",
    "fixme",
    "cyclic-import",
    "import-error",
    "no-member",
    "no-else-return",
    "no-else-raise",
    "pointless-exception-statement",
    "pointless-string-statement"]


[tool.pylint.REPORTS]

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

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

# Python expression which should return a note less than 10 (10 is the highest
# note). You have access to the variables 'fatal', 'error', 'warning', 'refactor', 'convention'
# and 'info', 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="max(0, 0 if fatal else 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=

# Activate the evaluation score.
score="yes"


[tool.pylint.LOGGING]

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

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


[tool.pylint.MISCELLANEOUS]

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

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


[tool.pylint.SIMILARITIES]

# Minimum lines number of a similarity.
min-similarity-lines=6

# Ignore comments when computing similarities.
ignore-comments="yes"

# Ignore docstrings when computing similarities.
ignore-docstrings="yes"

# Ignore imports when computing similarities.
ignore-imports="yes"

# Signatures are removed from the similarity computation
ignore-signatures="yes"


[tool.pylint.VARIABLES]

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

# A regular expression matching the name of dummy variables (i.e. expectedly
# not used).
dummy-variables-rgx="_$|dummy"

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

# 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=""

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

# 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.FORMAT]

# Maximum number of characters on a single line.
max-line-length=88

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

# 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"

# 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"

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

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

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

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


[tool.pylint.BASIC]

# Set the linting for string quotes
# string-quote="double"
# triple-quote="double"
# docstring-quote="double"

# Good variable names which should always be accepted, separated by a comma
good-names="i,j,k,ex,Run,_"

# Good variable names regexes, separated by a comma. If names match any regex,
# they will always be accepted
good-names-rgxs=""

# Bad variable names which should always be refused, separated by a comma
bad-names="foo,bar,baz,toto,tutu,tata"

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

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

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

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

# Regular expression matching correct function names
function-rgx="[a-z_][a-z0-9_]{2,30}$"

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

# Regular expression matching correct variable names
variable-rgx="[a-z_][a-z0-9_]{2,30}$"

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

# Regular expression matching correct constant names
const-rgx="(([A-Z_][A-Z0-9_]*)|(__.*__))$"

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

# Regular expression matching correct attribute names
attr-rgx="[a-z_][a-z0-9_]{2,}$"

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

# Regular expression matching correct argument names
argument-rgx="[a-z_][a-z0-9_]{2,30}$"

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

# Regular expression matching correct class attribute names
class-attribute-rgx="([A-Za-z_][A-Za-z0-9_]{2,30}|(__.*__))$"

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

# Regular expression matching correct inline iteration names
inlinevar-rgx="[A-Za-z_][A-Za-z0-9_]*$"

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

# Regular expression matching correct class names
class-rgx="[A-Z_][a-zA-Z0-9]+$"


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

# Regular expression matching correct module names
module-rgx="(([a-z_][a-z0-9_]*)|([A-Z][a-zA-Z0-9]+))$"


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

# Regular expression matching correct method names
method-rgx="[a-z_][a-z0-9_]{2,}$"

# Regular expression which can overwrite the naming style set by typevar-naming-style.
#typevar-rgx=

# Regular expression which should only match function or class names that do
# not require a docstring. Use ^(?!__init__$)_ to also check __init__.
no-docstring-rgx="__.*__"

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

# List of decorators that define properties, such as abc.abstractproperty.
property-classes="abc.abstractproperty"


[tool.pylint.TYPECHECK]

# Regex pattern to define which classes are considered mixins if ignore-mixin-
# members is set to 'yes'
mixin-class-rgx=".*MixIn"

# List of module names for which member attributes should not be checked
# (useful for modules/projects where namespaces are manipulated during runtime
# and thus existing member attributes cannot be deduced by static analysis). It
# supports qualified module names, as well as Unix pattern matching.
ignored-modules=""

# List of class names for which member attributes should not be checked (useful
# for classes with dynamically set attributes). This supports the use of
# qualified names.
ignored-classes="SQLObject, optparse.Values, thread._local, _thread._local"

# List of members which are set dynamically and missed by pylint inference
# system, and so shouldn't trigger E1101 when accessed. Python regular
# expressions are accepted.
generated-members="REQUEST,acl_users,aq_parent,argparse.Namespace"

# List of decorators that create context managers from functions, such as
# contextlib.contextmanager.
contextmanager-decorators="contextlib.contextmanager"

# Tells whether to warn about missing members when the owner of the attribute
# is inferred to be None.
ignore-none="yes"

# This flag controls whether pylint should warn about no-member and similar
# checks whenever an opaque object is returned when inferring. The inference
# can return multiple potential results while evaluating a Python object, but
# some branches might not be evaluated, which results in partial inference. In
# that case, it might be useful to still emit no-member and other checks for
# the rest of the inferred objects.
ignore-on-opaque-inference="yes"

# Show a hint with possible names when a member name was not found. The aspect
# of finding the hint is based on edit distance.
missing-member-hint="yes"

# The minimum edit distance a name should have in order to be considered a
# similar match for a missing member name.
missing-member-hint-distance=1

# The total number of similar names that should be taken in consideration when
# showing a hint for a missing member.
missing-member-max-choices=1

[tool.pylint.SPELLING]

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

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

# 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:,pragma:,"# noinspection

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

# Tells whether to store unknown words to indicated private dictionary in
# --spelling-private-dict-file option instead of raising a message.
spelling-store-unknown-words="no"

# Limits count of emitted suggestions for spelling mistakes.
max-spelling-suggestions=2


[tool.pylint.DESIGN]

# Maximum number of arguments for function / method
max-args=10

# Maximum number of locals for function / method body
max-locals=25

# Maximum number of return / yield for function / method body
max-returns=11

# Maximum number of branch for function / method body
max-branches=27

# Maximum number of statements in function / method body
max-statements=100

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

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

# Maximum number of attributes for a class (see R0902).
max-attributes=100

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

# Maximum number of public methods for a class (see R0904).
max-public-methods=25

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

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

max-complexity=10

[tool.pylint.CLASSES]

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

# 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="mcs"

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

# Warn about protected attribute access inside special methods
check-protected-access-in-special-methods="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="regsub,TERMIOS,Bastion,rexec"

# Create a graph of every (i.e. internal and external) dependencies in the
# given file (report RP0402 must not be disabled)
import-graph=""

# Create a graph of external dependencies in the given file (report RP0402 must
# not be disabled)
ext-import-graph=""

# Create a graph of internal dependencies in 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.EXCEPTIONS]

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


[tool.pylint.TYPING]

# Set to ``no`` if the app / library does **NOT** need to support runtime
# introspection of type annotations. If you use type annotations
# **exclusively** for type checking of an application, you're probably fine.
# For libraries, evaluate if some users what to access the type hints at
# runtime first, e.g., through ``typing.get_type_hints``. Applies to Python
# versions 3.7 - 3.9
runtime-typing = "no"


[tool.pylint.DEPRECATED_BUILTINS]

# List of builtins function names that should not be used, separated by a comma
bad-functions="map,input"


[tool.pylint.REFACTORING]

# Maximum number of nested blocks for function / method body
max-nested-blocks=5

# 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="yes"

# 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.CODE_STYLE]

# Max line length for which to sill emit suggestions. Used to prevent optional
# suggestions which would get split by a code formatter (e.g., black). Will
# default to the setting for ``max-line-length``.
#max-line-length-suggestions=