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Prepare release for v0.12.1
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‎HISTORY.md‎

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# History
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## v0.12.1 - 2025-12-04
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### New Features
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* If there are no datasets in the bucket, the `DatasetExplorer` should show a warning and return an empty table - Issue [#475](https://github.com/sdv-dev/SDGym/issues/475) by @fealho
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* Add input validation for the `DatasetExplorer` class and functions - Issue [#474](https://github.com/sdv-dev/SDGym/issues/474) by @fealho
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### Bugs Fixed
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* Record the train and sample times whenever an error occurs during a benchmark. - Issue [#503](https://github.com/sdv-dev/SDGym/issues/503) by @R-Palazzo
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## v0.12.0 - 2025-11-20
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### New Features

‎static_code_analysis.txt‎

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Run started:2025-11-20 21:17:17.099743
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Run started:2025-12-04 20:58:29.825928
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Test results:
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>> Issue: [B403:blacklist] Consider possible security implications associated with pickle module.
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Severity: Medium Confidence: Low
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CWE: CWE-89 (https://cwe.mitre.org/data/definitions/89.html)
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More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b608_hardcoded_sql_expressions.html
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Location: ./sdgym/benchmark.py:944:27
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943 # User data script to install the library
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944 user_data_script = f"""#!/bin/bash
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945 sudo apt update -y
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946 sudo apt install -y python3-pip python3-venv awscli
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947 echo "======== Create Virtual Environment ============"
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948 python3 -m venv ~/env
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949 source ~/env/bin/activate
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950 echo "======== Install Dependencies in venv ============"
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951 pip install --upgrade pip
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952 pip install sdgym[all]
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953 pip install anyio
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954 echo "======== Configure AWS CLI ============"
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955 aws configure set aws_access_key_id {credentials.access_key}
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956 aws configure set aws_secret_access_key {credentials.secret_key}
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957 aws configure set region {session.region_name}
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958 echo "======== Write Script ==========="
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959 printf '%s\\n' "{escaped_script}" > ~/sdgym_script.py
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960 echo "======== Run Script ==========="
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961 python ~/sdgym_script.py
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962
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963 echo "======== Complete ==========="
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964 INSTANCE_ID=$(curl -s http://169.254.169.254/latest/meta-data/instance-id)
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965 aws ec2 terminate-instances --instance-ids $INSTANCE_ID
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966 """
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967
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Location: ./sdgym/benchmark.py:992:27
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991 # User data script to install the library
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992 user_data_script = f"""#!/bin/bash
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993 sudo apt update -y
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994 sudo apt install -y python3-pip python3-venv awscli
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995 echo "======== Create Virtual Environment ============"
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996 python3 -m venv ~/env
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997 source ~/env/bin/activate
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998 echo "======== Install Dependencies in venv ============"
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999 pip install --upgrade pip
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1000 pip install sdgym[all]
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1001 pip install anyio
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1002 echo "======== Configure AWS CLI ============"
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1003 aws configure set aws_access_key_id {credentials.access_key}
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1004 aws configure set aws_secret_access_key {credentials.secret_key}
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1005 aws configure set region {session.region_name}
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1006 echo "======== Write Script ==========="
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1007 printf '%s\\n' "{escaped_script}" > ~/sdgym_script.py
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1008 echo "======== Run Script ==========="
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1009 python ~/sdgym_script.py
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1010
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1011 echo "======== Complete ==========="
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1012 INSTANCE_ID=$(curl -s http://169.254.169.254/latest/meta-data/instance-id)
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1013 aws ec2 terminate-instances --instance-ids $INSTANCE_ID
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1014 """
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--------------------------------------------------
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>> Issue: [B608:hardcoded_sql_expressions] Possible SQL injection vector through string-based query construction.
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Severity: Medium Confidence: Low
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CWE: CWE-89 (https://cwe.mitre.org/data/definitions/89.html)
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More Info: https://bandit.readthedocs.io/en/1.7.7/plugins/b608_hardcoded_sql_expressions.html
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Location: ./sdgym/benchmark.py:1410:31
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1409 def _get_user_data_script(access_key, secret_key, region_name, script_content):
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1410 return textwrap.dedent(f"""\
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1411 #!/bin/bash
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1412 set -e
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1413
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1414 # Always terminate the instance when the script exits (success or failure)
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1415 trap '
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1416 INSTANCE_ID=$(curl -s http://169.254.169.254/latest/meta-data/instance-id);
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1417 echo "======== Terminating EC2 instance: $INSTANCE_ID ==========";
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1418 aws ec2 terminate-instances --instance-ids $INSTANCE_ID;
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1419 ' EXIT
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1420
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1421 exec > >(tee /var/log/user-data.log|logger -t user-data -s 2>/dev/console) 2>&1
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1422 echo "======== Update and Install Dependencies ============"
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1423 sudo apt update -y
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1424 sudo apt install -y python3-pip python3-venv awscli
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1425 echo "======== Configure AWS CLI ============"
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1426 aws configure set aws_access_key_id '{access_key}'
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1427 aws configure set aws_secret_access_key '{secret_key}'
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1428 aws configure set default.region '{region_name}'
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1429
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1430 echo "======== Create Virtual Environment ============"
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1431 python3 -m venv ~/env
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1432 source ~/env/bin/activate
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1433
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1434 echo "======== Install Dependencies in venv ============"
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1435 pip install --upgrade pip
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1436 pip install sdgym[all]
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1437 pip install s3fs
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1438
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1439 echo "======== Write Script ==========="
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1440 cat << 'EOF' > ~/sdgym_script.py
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1441 {script_content}
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1442 EOF
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1443
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1444 echo "======== Run Script ==========="
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1445 python ~/sdgym_script.py
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1446 echo "======== Complete ==========="
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1447 INSTANCE_ID=$(curl -s http://169.254.169.254/latest/meta-data/instance-id)
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1448 aws ec2 terminate-instances --instance-ids $INSTANCE_ID
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1449 """).strip()
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1450
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Location: ./sdgym/benchmark.py:1475:31
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1474 def _get_user_data_script(access_key, secret_key, region_name, script_content):
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1475 return textwrap.dedent(f"""\
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1476 #!/bin/bash
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1477 set -e
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1478
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1479 # Always terminate the instance when the script exits (success or failure)
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1480 trap '
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1481 INSTANCE_ID=$(curl -s http://169.254.169.254/latest/meta-data/instance-id);
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1482 echo "======== Terminating EC2 instance: $INSTANCE_ID ==========";
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1483 aws ec2 terminate-instances --instance-ids $INSTANCE_ID;
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1484 ' EXIT
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1485
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1486 exec > >(tee /var/log/user-data.log|logger -t user-data -s 2>/dev/console) 2>&1
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1487 echo "======== Update and Install Dependencies ============"
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1488 sudo apt update -y
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1489 sudo apt install -y python3-pip python3-venv awscli
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1490 echo "======== Configure AWS CLI ============"
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1491 aws configure set aws_access_key_id '{access_key}'
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1492 aws configure set aws_secret_access_key '{secret_key}'
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1493 aws configure set default.region '{region_name}'
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1494
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1495 echo "======== Create Virtual Environment ============"
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1496 python3 -m venv ~/env
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1497 source ~/env/bin/activate
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1498
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1499 echo "======== Install Dependencies in venv ============"
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1500 pip install --upgrade pip
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1501 pip install sdgym[all]
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1502 pip install s3fs
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1503
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1504 echo "======== Write Script ==========="
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1505 cat << 'EOF' > ~/sdgym_script.py
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1506 {script_content}
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1507 EOF
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1508
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1509 echo "======== Run Script ==========="
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1510 python ~/sdgym_script.py
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1511 echo "======== Complete ==========="
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1512 INSTANCE_ID=$(curl -s http://169.254.169.254/latest/meta-data/instance-id)
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1513 aws ec2 terminate-instances --instance-ids $INSTANCE_ID
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1514 """).strip()
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1515
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--------------------------------------------------
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>> Issue: [B403:blacklist] Consider possible security implications associated with pickle module.
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--------------------------------------------------
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Code scanned:
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Total lines of code: 4839
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Total lines of code: 4978
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Total lines skipped (#nosec): 0
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Total potential issues skipped due to specifically being disabled (e.g., #nosec BXXX): 0
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