CTGAN/static_code_analysis.txt at main · sdv-dev/CTGAN · GitHub

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Run started:2026-02-12 22:24:35.767908+00:00

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/1.9.2/plugins/b101_assert_used.html
   Location: ./ctgan/__main__.py:121:8
120	    if args.sample_condition_column is not None:
121	        assert args.sample_condition_column_value is not None
122

--------------------------------------------------
>> 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: ./ctgan/data.py:48:12
47	        else:
48	            assert item[0] == 'D'
49	            discrete.append(idx)

--------------------------------------------------
>> 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: ./ctgan/data.py:69:16
68	            else:
69	                assert idx in discrete
70	                row.append(column_info[idx].index(col))

--------------------------------------------------
>> 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: ./ctgan/data.py:85:20
84	                else:
85	                    assert idx in meta['discrete_columns']
86	                    print(meta['column_info'][idx][int(col)], end=' ', file=f)

--------------------------------------------------
>> 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: ./ctgan/data_sampler.py:40:8
39	                st += sum([span_info.dim for span_info in column_info])
40	        assert st == data.shape[1]
41

--------------------------------------------------
>> Issue: [B614:pytorch_load] Use of unsafe PyTorch load
   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/plugins/b614_pytorch_load.html
   Location: ./ctgan/synthesizers/base.py:124:16
123	        device = _set_device(enable_gpu=True)
124	        model = torch.load(path, weights_only=False)
125	        model.set_device(device)

--------------------------------------------------
>> 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: ./ctgan/synthesizers/ctgan.py:61:8
60	        """Apply the Discriminator to the `input_`."""
61	        assert input_.size()[0] % self.pac == 0
62	        return self.seq(input_.view(-1, self.pacdim))

--------------------------------------------------
>> 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: ./ctgan/synthesizers/ctgan.py:169:8
168	    ):
169	        assert batch_size % 2 == 0
170

--------------------------------------------------
>> 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: ./ctgan/synthesizers/tvae.py:101:4
100
101	    assert st == recon_x.size()[1]
102	    KLD = -0.5 * torch.sum(1 + logvar - mu**2 - logvar.exp())

--------------------------------------------------

Code scanned:
	Total lines of code: 1479
	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: 8
		Medium: 1
		High: 0
	Total issues (by confidence):
		Undefined: 0
		Low: 0
		Medium: 0
		High: 9
Files skipped (0):