[REPORTS]

# Set the output format. Available formats are text, parseable, colorized, msvs
# (visual studio) and html.
output-format=colorized

# Tells whether to display a full report or only the messages
reports=yes

# Python expression which should return a note less than 10 (10 is the highest
# note). You have access to the variables errors warning, statement which
# respectively contain the number of errors / warnings messages and the total
# number of statements analyzed. This is used by the global evaluation report
# (RP0004).
evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)


[VARIABLES]

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

# 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


[BASIC]

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

# Good variable names which should always be accepted, separated by a comma
# x, y, X, Y - vector maxtrix of features and labels.
# P, p - probability distribution
# qs - query strategry
# w, W - weight vector
# N - number of instances
# T, K - number of iterations
good-names=i,j,k,_,X,Y,x,y,P,p,qs,w,W,N,T,K

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

# Naming hint for attribute names
attr-name-hint=[a-z_][a-z0-9_]{2,30}$

# Regular expression matching correct variable names
# start with X imply its a matrix for features
variable-rgx=[a-z_X][a-z0-9_]{2,30}$

# Naming hint for variable names
variable-name-hint=[a-z_X][a-z0-9_]{2,30}$

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

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


[TYPECHECK]

# 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=numpy,matplotlib,future_builtins

# List of classes names for which member attributes should not be checked
# (useful for classes with attributes dynamically set). This supports can work
# with qualified names.
ignored-classes=

# 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=


[FORMAT]

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

# List of optional constructs for which whitespace checking is disabled. `dict-
# separator` is used to allow tabulation in dicts, etc.: {1  : 1,\n222: 2}.
# `trailing-comma` allows a space between comma and closing bracket: (a, ).
# `empty-line` allows space-only lines.
no-space-check=trailing-comma,dict-separator

# 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=LF


[DESIGN]

# Maximum number of arguments for function / method
max-args=15

# sometimes more locals can handle computation more efficiently
max-locals=30

# Maximum number of attributes for a class (see R0902).
max-attributes=15


[MESSAGES CONTROL]

# R0903 - Not enough public methods
# E0611 - No name %r in module %r (countless false-positives)
# E1101, E1103 - %s %r has no %r member (countless false-positives)
# F0401 - Unable to import %r (error for c extensions)
disable=R0903,E0611,E1101,E1103,F0401


[CLASSES]

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

# 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