FAI-881: Upgrade Pylint version

pyproject.toml

@@ -32,7 +32,7 @@ dev = [
     "joblib==1.0.1",
     "jupyter==1.0.0",
     "scikit-learn==0.24.2",
-    "pylint==2.9.0",
+    "pylint==2.15.6",
     "pytest==6.2.4",
     "setuptools",
     "wheel",

requirements-dev.txt

@@ -4,7 +4,7 @@ click==8.0.4
 joblib==1.2.0
 jupyter==1.0.0
 scikit-learn==0.24.2
-pylint==2.9.0
+pylint==2.15.6
 pytest==6.2.4
 setuptools
 wheel

src/trustyai/explainers.py

@@ -1,6 +1,7 @@
 """Explainers module"""
 # pylint: disable = import-error, too-few-public-methods, wrong-import-order, line-too-long,
 # pylint: disable = unused-argument, too-many-lines
+# pylint: disable = consider-using-f-string, invalid-name
 from typing import Dict, Optional, List, Union
 import matplotlib.pyplot as plt
 import matplotlib as mpl

src/trustyai/initializer.py

@@ -1,4 +1,5 @@
 # pylint: disable = import-error, import-outside-toplevel, dangerous-default-value, invalid-name, R0801
+# pylint: disable = deprecated-module
 """Main TrustyAI Python bindings"""
 from distutils.sysconfig import get_python_lib
 import glob

src/trustyai/model/__init__.py

@@ -1,5 +1,6 @@
 # pylint: disable = import-error, too-few-public-methods, invalid-name, duplicate-code, too-many-lines
 # pylint: disable = unused-import, wrong-import-order
+# pylint: disable = consider-using-f-string
 """General model classes"""
 import uuid as _uuid
 from typing import List, Optional, Union, Callable

src/trustyai/utils/_tyrus_info_text.py

@@ -1,7 +1,7 @@
+# pylint: disable = consider-using-f-string
 """Info text used in Tyrus visualization explainer info"""
 from trustyai.utils._visualisation import bold_red_html, bold_green_html
 
-
 LIME_TEXT = """
 <div style="padding: 10px">
     <h3> What is LIME?</h3>

src/trustyai/utils/_visualisation.py

@@ -1,4 +1,5 @@
 """Visualiser utilies for explainer results"""
+# pylint: disable = consider-using-f-string
 from abc import ABC, abstractmethod
 import pandas as pd
 from pandas.io.formats.style import Styler
@@ -52,7 +53,6 @@ def feature_html(content):
     "neutral_primary_colour": "#ffffff",
 }
 
-
 DEFAULT_RC_PARAMS = {
     "patch.linewidth": 0.5,
     "patch.facecolor": "348ABD",

src/trustyai/utils/tyrus.py

@@ -1,6 +1,7 @@
 """Tyrus module"""
 # pylint: disable = too-few-public-methods, wrong-import-order, protected-access, cell-var-from-loop
 # pylint: disable = too-many-instance-attributes, import-error. too-many-locals
+# pylint: disable = consider-using-f-string
 import numpy as np
 import pandas as pd
 from bokeh.io import show, output_file, output_notebook, reset_output