Project Dataset Uploads/Records

[Kados47]

This PR documents the migration of datasets from Project 2 and Project 3 into the Redback Operations Data Warehouse via the file upload service. All datasets from Project 2 have been removed from the public GitHub repository following successful upload, and a record of the migrated datasets has been created in this repository to serve as a logbook and reference point. The README links to the official Data Warehousing Documentation for further details and to the GitHub Data Scribe tool to assist with tracking future uploads and preprocessing steps. This work was completed by Kadyn Trayford (s223308953).

[github-actions]

🔒 Security Scan Results

🔒 Security Scan Results
=========================

Bandit Scan Results:
-------------------
Run started:2025-09-21 04:09:37.160912

Test results:
>> Issue: [B104:hardcoded_bind_all_interfaces] Possible binding to all interfaces.
   Severity: Medium   Confidence: Medium
   CWE: CWE-605 (https://cwe.mitre.org/data/definitions/605.html)
   More Info: https://bandit.readthedocs.io/en/1.8.6/plugins/b104_hardcoded_bind_all_interfaces.html
   Location: ./Core DW Infrastructure/dremio-api/api.py:100:17
99	    port = int(os.getenv('FLASK_RUN_PORT', 5000))
100	    app.run(host='0.0.0.0', port=port)

--------------------------------------------------
>> Issue: [B104:hardcoded_bind_all_interfaces] Possible binding to all interfaces.
   Severity: Medium   Confidence: Medium
   CWE: CWE-605 (https://cwe.mitre.org/data/definitions/605.html)
   More Info: https://bandit.readthedocs.io/en/1.8.6/plugins/b104_hardcoded_bind_all_interfaces.html
   Location: ./Core DW Infrastructure/flask/flaskapi_dw.py:86:17
85	if __name__ == '__main__':
86	    app.run(host='0.0.0.0', port=5000)  # Running on port 5000 IMPORTANT

--------------------------------------------------
>> Issue: [B104:hardcoded_bind_all_interfaces] Possible binding to all interfaces.
   Severity: Medium   Confidence: Medium
   CWE: CWE-605 (https://cwe.mitre.org/data/definitions/605.html)
   More Info: https://bandit.readthedocs.io/en/1.8.6/plugins/b104_hardcoded_bind_all_interfaces.html
   Location: ./File Upload Service/flask/flaskapi_dw.py:86:17
85	if __name__ == '__main__':
86	    app.run(host='0.0.0.0', port=5000)  # Running on port 5000 IMPORTANT

--------------------------------------------------
>> Issue: [B104:hardcoded_bind_all_interfaces] Possible binding to all interfaces.
   Severity: Medium   Confidence: Medium
   CWE: CWE-605 (https://cwe.mitre.org/data/definitions/605.html)
   More Info: https://bandit.readthedocs.io/en/1.8.6/plugins/b104_hardcoded_bind_all_interfaces.html
   Location: ./MongoDB_Connection/Project1/main.py:12:35
11	    debug_mode = os.environ.get('FLASK_DEBUG', 'False').lower() == 'true'
12	    app.run(debug=debug_mode, host='0.0.0.0')

--------------------------------------------------
>> Issue: [B104:hardcoded_bind_all_interfaces] Possible binding to all interfaces.
   Severity: Medium   Confidence: Medium
   CWE: CWE-605 (https://cwe.mitre.org/data/definitions/605.html)
   More Info: https://bandit.readthedocs.io/en/1.8.6/plugins/b104_hardcoded_bind_all_interfaces.html
   Location: ./Structured Dremio Solution/Flask-api/api.py:100:17
99	    port = int(os.getenv('FLASK_RUN_PORT', 5000))
100	    app.run(host='0.0.0.0', port=port)

--------------------------------------------------
>> Issue: [B608:hardcoded_sql_expressions] Possible SQL injection vector through string-based query construction.
   Severity: Medium   Confidence: Low
   CWE: CWE-89 (https://cwe.mitre.org/data/definitions/89.html)
   More Info: https://bandit.readthedocs.io/en/1.8.6/plugins/b608_hardcoded_sql_expressions.html
   Location: ./Structured Dremio Solution/Script/pipeline.py:168:12
167	    placeholders = ', '.join(['?' for _ in data[0]])
168	    query = f"INSERT INTO {table_name} VALUES ({placeholders})"
169	    cursor = conn.cursor()

--------------------------------------------------
>> Issue: [B108:hardcoded_tmp_directory] Probable insecure usage of temp file/directory.
   Severity: Medium   Confidence: Medium
   CWE: CWE-377 (https://cwe.mitre.org/data/definitions/377.html)
   More Info: https://bandit.readthedocs.io/en/1.8.6/plugins/b108_hardcoded_tmp_directory.html
   Location: ./pre-processing/pre-processing.py:177:29
176	
177	            temp_file_path = f'/tmp/{obj.object_name}'
178	

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

Code scanned:
	Total lines of code: 2481
	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: 7
		High: 0
	Total issues (by confidence):
		Undefined: 0
		Low: 1
		Medium: 6
		High: 10
Files skipped (0):

Dependency Check Results:
-----------------------

✅ No critical security issues detected.

The code has passed all critical security checks.

[lperry022]

LGTM! Great work!