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Prepare release for v0.17.1
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15 changes: 15 additions & 0 deletions HISTORY.md
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# History

## v0.17.1 - 2024-12-04

### Maintenance

* Create Prepare Release workflow - Issue [#674](https://github.com/sdv-dev/SDMetrics/issues/674) by @amontanez24
* Update codecov and add flag for integration tests - Issue [#644](https://github.com/sdv-dev/SDMetrics/issues/644) by @pvk-developer

### Bugs Fixed

* `InterRowMSAS` ignores sequences with missing values - Issue [#679](https://github.com/sdv-dev/SDMetrics/issues/679) by @fealho
* Improve error handling for datetime values when `apply_log = True` for `InterRowMSAS` - Issue [#672](https://github.com/sdv-dev/SDMetrics/issues/672) by @fealho
* Improve warning handling for non-positive values when `apply_log = True` for `InterRowMSAS` - Issue [#670](https://github.com/sdv-dev/SDMetrics/issues/670) by @fealho
* `StatisticMSAS` raises undesirable `FutureWarning` - Issue [#665](https://github.com/sdv-dev/SDMetrics/issues/665) by @fealho
* `KSComplement` can be unstable for constant float values - Issue [#652](https://github.com/sdv-dev/SDMetrics/issues/652) by @fealho

## v0.17.0 - 2024-11-14

This release adds a number of Multi-Sequence Aggregate Similarity (MSAS) metrics!
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124 changes: 119 additions & 5 deletions static_code_analysis.txt
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Run started:2024-11-15 03:09:38.348077
Run started:2024-12-04 16:26:58.995362

Test results:
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b101_assert_used.html
Location: ./build/lib/sdmetrics/multi_table/multi_single_table.py:187:8
186 """
187 assert cls.min_value == 0.0
188 return super().normalize(raw_score)

--------------------------------------------------
>> Issue: [B403:blacklist] Consider possible security implications associated with pickle module.
Severity: Low Confidence: High
CWE: CWE-502 (https://cwe.mitre.org/data/definitions/502.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/blacklists/blacklist_imports.html#b403-import-pickle
Location: ./build/lib/sdmetrics/reports/base_report.py:4:0
3 import importlib.metadata
4 import pickle
5 import sys

--------------------------------------------------
>> Issue: [B112:try_except_continue] Try, Except, Continue detected.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b112_try_except_continue.html
Location: ./build/lib/sdmetrics/reports/base_report.py:116:16
115 real_data[column], synthetic_data[column] = converted_cols
116 except Exception:
117 continue
118

--------------------------------------------------
>> Issue: [B301:blacklist] Pickle and modules that wrap it can be unsafe when used to deserialize untrusted data, possible security issue.
Severity: Medium Confidence: High
CWE: CWE-502 (https://cwe.mitre.org/data/definitions/502.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/blacklists/blacklist_calls.html#b301-pickle
Location: ./build/lib/sdmetrics/reports/base_report.py:310:21
309 with open(filepath, 'rb') as f:
310 report = pickle.load(f)
311 if current_version != report._package_version:

--------------------------------------------------
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b101_assert_used.html
Location: ./build/lib/sdmetrics/reports/multi_table/_properties/base.py:67:8
66
67 assert is_dataframe, assert_message
68 if not has_score_column:

--------------------------------------------------
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b101_assert_used.html
Location: ./build/lib/sdmetrics/single_table/multi_column_pairs.py:146:8
145 """
146 assert cls.min_value == 0.0
147 return super().normalize(raw_score)

--------------------------------------------------
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b101_assert_used.html
Location: ./build/lib/sdmetrics/single_table/multi_single_column.py:163:8
162 """
163 assert cls.min_value == 0.0
164 return super().normalize(raw_score)

--------------------------------------------------
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b101_assert_used.html
Location: ./build/lib/sdmetrics/single_table/privacy/loss.py:80:8
79 """
80 assert len(pred) == len(real)
81

--------------------------------------------------
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b101_assert_used.html
Location: ./build/lib/sdmetrics/single_table/privacy/util.py:72:4
71 dist = 0
72 assert len(target) == len(test), (
73 'Tuples must have the same length in thecalculation of hamming distance!'
74 )
75

--------------------------------------------------
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b101_assert_used.html
Location: ./build/lib/sdmetrics/timeseries/detection.py:104:8
103 """
104 assert cls.min_value == 0.0
105 return super().normalize(raw_score)

--------------------------------------------------
>> Issue: [B110:try_except_pass] Try, Except, Pass detected.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b110_try_except_pass.html
Location: ./build/lib/sdmetrics/visualization.py:37:8
36
37 except Exception:
38 pass
39

--------------------------------------------------
>> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
Severity: Low Confidence: High
CWE: CWE-703 (https://cwe.mitre.org/data/definitions/703.html)
Expand Down Expand Up @@ -117,19 +231,19 @@ Test results:
--------------------------------------------------

Code scanned:
Total lines of code: 9453
Total lines of code: 18840
Total lines skipped (#nosec): 0
Total potential issues skipped due to specifically being disabled (e.g., #nosec BXXX): 0

Run metrics:
Total issues (by severity):
Undefined: 0
Low: 10
Medium: 1
Low: 20
Medium: 2
High: 0
Total issues (by confidence):
Undefined: 0
Low: 0
Medium: 0
High: 11
High: 22
Files skipped (0):

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