v0.27.0 Release Preparation (#842)

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

Author: sdv-team

HISTORY.md

@@ -1,5 +1,15 @@
 # History
 
+## v0.27.0 - 2026-01-29
+
+### New Features
+
+* When visualizing InterTable Trends, don't display pairs without any scores - Issue [#833](https://github.com/sdv-dev/SDMetrics/issues/833) by @fealho
+* When visualizing Column Pair Trends, don't display rows/columns without any scores - Issue [#832](https://github.com/sdv-dev/SDMetrics/issues/832) by @fealho
+* Add a threshold to the ContingencySimilarity metric - Issue [#817](https://github.com/sdv-dev/SDMetrics/issues/817) by @fealho
+* Add a threshold to the CorrelationSimilarity metric - Issue [#816](https://github.com/sdv-dev/SDMetrics/issues/816) by @R-Palazzo
+* In the quality report, ignore column pairs that don't have trends in the real data - Issue [#815](https://github.com/sdv-dev/SDMetrics/issues/815) by @fealho
+
 ## v0.26.0 - 2026-01-26
 
 ### Bugs Fixed

static_code_analysis.txt

@@ -1,4 +1,4 @@
-Run started:2026-01-26 18:58:49.863184+00:00
+Run started:2026-01-29 21:43:48.344046+00:00
 
 Test results:
 >> Issue: [B101:assert_used] Use of assert detected. The enclosed code will be removed when compiling to optimised byte code.
@@ -36,20 +36,20 @@ Test results:
    Severity: Medium   Confidence: High
    CWE: CWE-502 (https://cwe.mitre.org/data/definitions/502.html)
    More Info: https://bandit.readthedocs.io/en/1.9.2/blacklists/blacklist_calls.html#b301-pickle
-   Location: ./sdmetrics/reports/base_report.py:295:21
-294	        with open(filepath, 'rb') as f:
-295	            report = pickle.load(f)
-296	            if current_version != report._package_version:
+   Location: ./sdmetrics/reports/base_report.py:305:21
+304	        with open(filepath, 'rb') as f:
+305	            report = pickle.load(f)
+306	            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/1.9.2/plugins/b101_assert_used.html
-   Location: ./sdmetrics/reports/multi_table/_properties/base.py:70:8
-69	
-70	        assert is_dataframe, assert_message
-71	        if not has_score_column:
+   Location: ./sdmetrics/reports/multi_table/_properties/base.py:74:8
+73	
+74	        assert is_dataframe, assert_message
+75	        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.
@@ -117,7 +117,7 @@ Test results:
 --------------------------------------------------
 
 Code scanned:
-	Total lines of code: 11869
+	Total lines of code: 12188
 	Total lines skipped (#nosec): 0
 	Total potential issues skipped due to specifically being disabled (e.g., #nosec BXXX): 0