[ENH]

[cmdavis4]

PR Description

Please describe the changes proposed in the pull request:

• Numerous small bug fixes
• Generalized logging to pd.Series in addition to pd.DataFrame
• Added an optional extra data quality check method to DataFrames
• Added logging for additional methods
• Improved log messages for some methods
• Made the memory calculation component optional based on a flag to enable/auto_enable, as it slows things down dramatically for large dataframes
• Removed some broken code
• Fixed some formatting issues

This PR resolves issue #25

PR Checklist

Please ensure that you have done the following:

1. [ ] PR in from a fork off your branch. Do not PR from <your_username>:master, but rather from <your_username>:.
2. [ ] If you're not on the contributors list, add yourself to AUTHORS.rst.

Quick Check

To do a very quick check that everything is correct, follow these steps below:

• [ ] Run the command make format from pandsa-log's top-level directory. This will automatically run:
  • black formatting
  • fix imports with isort

[pep8speaks]

Hello @cmdavis4! Thanks for opening this PR. We checked the lines you've touched for PEP 8 issues, and found:

• In the file pandas_log/aop_utils.py:

Line 88:80: E501 line too long (90 > 79 characters) Line 108:80: E501 line too long (80 > 79 characters)

• In the file pandas_log/extras.py:

Line 8:80: E501 line too long (102 > 79 characters) Line 11:80: E501 line too long (114 > 79 characters) Line 13:80: E501 line too long (88 > 79 characters) Line 14:80: E501 line too long (82 > 79 characters) Line 18:80: E501 line too long (103 > 79 characters) Line 26:80: E501 line too long (103 > 79 characters) Line 27:80: E501 line too long (88 > 79 characters) Line 29:80: E501 line too long (104 > 79 characters) Line 30:80: E501 line too long (119 > 79 characters) Line 37:80: E501 line too long (90 > 79 characters) Line 38:80: E501 line too long (104 > 79 characters) Line 45:80: E501 line too long (80 > 79 characters) Line 54:80: E501 line too long (113 > 79 characters) Line 66:80: E501 line too long (84 > 79 characters) Line 68:80: E501 line too long (104 > 79 characters) Line 69:80: E501 line too long (92 > 79 characters) Line 70:80: E501 line too long (86 > 79 characters) Line 75:80: E501 line too long (81 > 79 characters) Line 77:80: E501 line too long (105 > 79 characters) Line 80:80: E501 line too long (82 > 79 characters) Line 81:80: E501 line too long (100 > 79 characters) Line 107:80: E501 line too long (118 > 79 characters)

• In the file pandas_log/pandas_execution_stats.py:

Line 20:80: E501 line too long (81 > 79 characters) Line 29:80: E501 line too long (95 > 79 characters) Line 30:80: E501 line too long (97 > 79 characters) Line 103:80: E501 line too long (110 > 79 characters) Line 116:80: E501 line too long (86 > 79 characters) Line 144:80: E501 line too long (90 > 79 characters) Line 152:80: E501 line too long (80 > 79 characters) Line 156:80: E501 line too long (109 > 79 characters) Line 158:80: E501 line too long (111 > 79 characters) Line 160:80: E501 line too long (87 > 79 characters) Line 162:80: E501 line too long (96 > 79 characters)

• In the file pandas_log/pandas_log.py:

Line 40:80: E501 line too long (99 > 79 characters) Line 48:80: E501 line too long (113 > 79 characters) Line 57:80: E501 line too long (117 > 79 characters) Line 64:80: E501 line too long (113 > 79 characters) Line 82:80: E501 line too long (98 > 79 characters) Line 88:80: E501 line too long (95 > 79 characters) Line 99:80: E501 line too long (102 > 79 characters) Line 103:80: E501 line too long (102 > 79 characters) Line 110:80: E501 line too long (113 > 79 characters) Line 115:80: E501 line too long (100 > 79 characters) Line 119:80: E501 line too long (120 > 79 characters) Line 121:80: E501 line too long (99 > 79 characters) Line 122:80: E501 line too long (104 > 79 characters) Line 129:80: E501 line too long (101 > 79 characters) Line 132:80: E501 line too long (102 > 79 characters)

• In the file pandas_log/patched_logs_functions.py:

Line 7:80: E501 line too long (103 > 79 characters) Line 15:80: E501 line too long (110 > 79 characters) Line 29:80: E501 line too long (113 > 79 characters) Line 30:80: E501 line too long (92 > 79 characters) Line 42:80: E501 line too long (114 > 79 characters) Line 44:80: E501 line too long (119 > 79 characters) Line 55:80: E501 line too long (112 > 79 characters) Line 56:80: E501 line too long (118 > 79 characters) Line 76:80: E501 line too long (85 > 79 characters) Line 104:80: E501 line too long (85 > 79 characters) Line 112:80: E501 line too long (100 > 79 characters) Line 114:80: E501 line too long (81 > 79 characters) Line 116:80: E501 line too long (85 > 79 characters) Line 225:80: E501 line too long (100 > 79 characters) Line 227:80: E501 line too long (84 > 79 characters) Line 228:80: E501 line too long (83 > 79 characters) Line 231:80: E501 line too long (116 > 79 characters) Line 253:80: E501 line too long (108 > 79 characters) Line 254:80: E501 line too long (98 > 79 characters) Line 294:80: E501 line too long (81 > 79 characters) Line 370:80: E501 line too long (101 > 79 characters) Line 442:80: E501 line too long (108 > 79 characters) Line 444:80: E501 line too long (120 > 79 characters) Line 448:80: E501 line too long (106 > 79 characters) Line 530:80: E501 line too long (89 > 79 characters)

• In the file pandas_log/settings.py:

Line 3:80: E501 line too long (80 > 79 characters)

• In the file setup.py:

Line 20:80: E501 line too long (119 > 79 characters) Line 21:80: E501 line too long (81 > 79 characters) Line 29:80: E501 line too long (120 > 79 characters) Line 30:80: E501 line too long (90 > 79 characters)