Buckets:
| { | |
| "clean_negative_records": 4000, | |
| "counts_by_cwe": { | |
| "CWE-022": 600, | |
| "CWE-078": 300, | |
| "CWE-079": 600, | |
| "CWE-089": 600, | |
| "CWE-090": 300, | |
| "CWE-094": 300, | |
| "CWE-113": 300, | |
| "CWE-117": 300, | |
| "CWE-1236": 300, | |
| "CWE-1333": 300, | |
| "CWE-200": 300, | |
| "CWE-209": 300, | |
| "CWE-276": 300, | |
| "CWE-295": 300, | |
| "CWE-306": 300, | |
| "CWE-312": 300, | |
| "CWE-319": 300, | |
| "CWE-327": 300, | |
| "CWE-330": 300, | |
| "CWE-347": 300, | |
| "CWE-352": 300, | |
| "CWE-377": 300, | |
| "CWE-384": 300, | |
| "CWE-400": 300, | |
| "CWE-409": 300, | |
| "CWE-434": 300, | |
| "CWE-502": 600, | |
| "CWE-601": 300, | |
| "CWE-611": 300, | |
| "CWE-643": 300, | |
| "CWE-798": 300, | |
| "CWE-862": 300, | |
| "CWE-915": 300, | |
| "CWE-918": 600, | |
| "CWE-942": 300 | |
| }, | |
| "counts_by_ecosystem": { | |
| "csv-pandas": 300, | |
| "django": 600, | |
| "fastapi": 300, | |
| "fastapi-starlette": 600, | |
| "flask": 900, | |
| "flask-jinja": 300, | |
| "httpx-fastapi": 300, | |
| "ldap3": 300, | |
| "logging": 300, | |
| "lxml": 600, | |
| "pyjwt": 300, | |
| "python-stdlib": 5400, | |
| "pyyaml": 300, | |
| "requests": 600, | |
| "sqlalchemy": 300, | |
| "web-api": 600 | |
| }, | |
| "counts_by_split": { | |
| "holdout": 1200, | |
| "test": 1200, | |
| "train": 8400, | |
| "val": 1200 | |
| }, | |
| "counts_by_split_and_cwe": { | |
| "holdout": { | |
| "CWE-022": 60, | |
| "CWE-078": 30, | |
| "CWE-079": 60, | |
| "CWE-089": 60, | |
| "CWE-090": 30, | |
| "CWE-094": 30, | |
| "CWE-113": 30, | |
| "CWE-117": 30, | |
| "CWE-1236": 30, | |
| "CWE-1333": 30, | |
| "CWE-200": 30, | |
| "CWE-209": 30, | |
| "CWE-276": 30, | |
| "CWE-295": 30, | |
| "CWE-306": 30, | |
| "CWE-312": 30, | |
| "CWE-319": 30, | |
| "CWE-327": 30, | |
| "CWE-330": 30, | |
| "CWE-347": 30, | |
| "CWE-352": 30, | |
| "CWE-377": 30, | |
| "CWE-384": 30, | |
| "CWE-400": 30, | |
| "CWE-409": 30, | |
| "CWE-434": 30, | |
| "CWE-502": 60, | |
| "CWE-601": 30, | |
| "CWE-611": 30, | |
| "CWE-643": 30, | |
| "CWE-798": 30, | |
| "CWE-862": 30, | |
| "CWE-915": 30, | |
| "CWE-918": 60, | |
| "CWE-942": 30 | |
| }, | |
| "test": { | |
| "CWE-022": 60, | |
| "CWE-078": 30, | |
| "CWE-079": 60, | |
| "CWE-089": 60, | |
| "CWE-090": 30, | |
| "CWE-094": 30, | |
| "CWE-113": 30, | |
| "CWE-117": 30, | |
| "CWE-1236": 30, | |
| "CWE-1333": 30, | |
| "CWE-200": 30, | |
| "CWE-209": 30, | |
| "CWE-276": 30, | |
| "CWE-295": 30, | |
| "CWE-306": 30, | |
| "CWE-312": 30, | |
| "CWE-319": 30, | |
| "CWE-327": 30, | |
| "CWE-330": 30, | |
| "CWE-347": 30, | |
| "CWE-352": 30, | |
| "CWE-377": 30, | |
| "CWE-384": 30, | |
| "CWE-400": 30, | |
| "CWE-409": 30, | |
| "CWE-434": 30, | |
| "CWE-502": 60, | |
| "CWE-601": 30, | |
| "CWE-611": 30, | |
| "CWE-643": 30, | |
| "CWE-798": 30, | |
| "CWE-862": 30, | |
| "CWE-915": 30, | |
| "CWE-918": 60, | |
| "CWE-942": 30 | |
| }, | |
| "train": { | |
| "CWE-022": 420, | |
| "CWE-078": 210, | |
| "CWE-079": 420, | |
| "CWE-089": 420, | |
| "CWE-090": 210, | |
| "CWE-094": 210, | |
| "CWE-113": 210, | |
| "CWE-117": 210, | |
| "CWE-1236": 210, | |
| "CWE-1333": 210, | |
| "CWE-200": 210, | |
| "CWE-209": 210, | |
| "CWE-276": 210, | |
| "CWE-295": 210, | |
| "CWE-306": 210, | |
| "CWE-312": 210, | |
| "CWE-319": 210, | |
| "CWE-327": 210, | |
| "CWE-330": 210, | |
| "CWE-347": 210, | |
| "CWE-352": 210, | |
| "CWE-377": 210, | |
| "CWE-384": 210, | |
| "CWE-400": 210, | |
| "CWE-409": 210, | |
| "CWE-434": 210, | |
| "CWE-502": 420, | |
| "CWE-601": 210, | |
| "CWE-611": 210, | |
| "CWE-643": 210, | |
| "CWE-798": 210, | |
| "CWE-862": 210, | |
| "CWE-915": 210, | |
| "CWE-918": 420, | |
| "CWE-942": 210 | |
| }, | |
| "val": { | |
| "CWE-022": 60, | |
| "CWE-078": 30, | |
| "CWE-079": 60, | |
| "CWE-089": 60, | |
| "CWE-090": 30, | |
| "CWE-094": 30, | |
| "CWE-113": 30, | |
| "CWE-117": 30, | |
| "CWE-1236": 30, | |
| "CWE-1333": 30, | |
| "CWE-200": 30, | |
| "CWE-209": 30, | |
| "CWE-276": 30, | |
| "CWE-295": 30, | |
| "CWE-306": 30, | |
| "CWE-312": 30, | |
| "CWE-319": 30, | |
| "CWE-327": 30, | |
| "CWE-330": 30, | |
| "CWE-347": 30, | |
| "CWE-352": 30, | |
| "CWE-377": 30, | |
| "CWE-384": 30, | |
| "CWE-400": 30, | |
| "CWE-409": 30, | |
| "CWE-434": 30, | |
| "CWE-502": 60, | |
| "CWE-601": 30, | |
| "CWE-611": 30, | |
| "CWE-643": 30, | |
| "CWE-798": 30, | |
| "CWE-862": 30, | |
| "CWE-915": 30, | |
| "CWE-918": 60, | |
| "CWE-942": 30 | |
| } | |
| }, | |
| "generator_profile_count": 40, | |
| "generator_sha256": "a56d8f54d04586e2d49e673d216ba166404e2e76709e833740163b2f09312d39", | |
| "generator_version": "1.0", | |
| "guidance_references": [ | |
| "https://cwe.mitre.org/data/definitions/1236.html", | |
| "https://cwe.mitre.org/data/definitions/915.html", | |
| "https://docs.djangoproject.com/en/5.2/topics/security/", | |
| "https://docs.python.org/3/library/ast.html#ast.literal_eval", | |
| "https://docs.python.org/3/library/hashlib.html#key-derivation", | |
| "https://docs.python.org/3/library/logging.html", | |
| "https://docs.python.org/3/library/os.html#os.chmod", | |
| "https://docs.python.org/3/library/re.html", | |
| "https://docs.python.org/3/library/secrets.html", | |
| "https://docs.python.org/3/library/security_warnings.html", | |
| "https://docs.python.org/3/library/tarfile.html", | |
| "https://docs.python.org/3/library/tempfile.html", | |
| "https://docs.python.org/3/library/xml.html#xml-vulnerabilities", | |
| "https://docs.python.org/3/library/zipfile.html", | |
| "https://docs.sqlalchemy.org/en/20/core/sqlelement.html", | |
| "https://fastapi.tiangolo.com/tutorial/request-files/", | |
| "https://fastapi.tiangolo.com/tutorial/security/", | |
| "https://flask.palletsprojects.com/en/stable/web-security/", | |
| "https://ldap3.readthedocs.io/en/latest/conv.html", | |
| "https://lxml.de/xpathxslt.html", | |
| "https://pyjwt.readthedocs.io/en/stable/api.html", | |
| "https://pyyaml.org/wiki/PyYAMLDocumentation", | |
| "https://requests.readthedocs.io/en/latest/user/advanced/#ssl-cert-verification", | |
| "https://www.python-httpx.org/advanced/clients/", | |
| "https://www.starlette.io/middleware/#corsmiddleware" | |
| ], | |
| "languages": { | |
| "python": 12000 | |
| }, | |
| "output_files": { | |
| "holdout": "C:\\Users\\abkmy\\OneDrive\\Documents\\PySecPatch\\pysecpatch\\data\\holdout.jsonl", | |
| "test": "C:\\Users\\abkmy\\OneDrive\\Documents\\PySecPatch\\pysecpatch\\data\\test.jsonl", | |
| "train": "C:\\Users\\abkmy\\OneDrive\\Documents\\PySecPatch\\pysecpatch\\data\\train.jsonl", | |
| "val": "C:\\Users\\abkmy\\OneDrive\\Documents\\PySecPatch\\pysecpatch\\data\\val.jsonl" | |
| }, | |
| "seed": 20260619, | |
| "source_licenses": { | |
| "Apache-2.0": 12000 | |
| }, | |
| "sources": { | |
| "generated": 12000 | |
| }, | |
| "template_families_by_split": { | |
| "holdout": [ | |
| "cwe-022-path_traversal-python-stdlib-holdout-policy_factory", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-holdout-policy_factory", | |
| "cwe-078-command_injection-python-stdlib-holdout-policy_factory", | |
| "cwe-079-django_safe_string_xss-django-holdout-policy_factory", | |
| "cwe-079-flask_jinja_xss-flask-jinja-holdout-policy_factory", | |
| "cwe-089-sql_injection-python-stdlib-holdout-policy_factory", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-holdout-policy_factory", | |
| "cwe-090-ldap_filter_injection-ldap3-holdout-policy_factory", | |
| "cwe-094-dynamic_code_injection-python-stdlib-holdout-policy_factory", | |
| "cwe-113-http_response_splitting-web-api-holdout-policy_factory", | |
| "cwe-117-log_injection-logging-holdout-policy_factory", | |
| "cwe-1236-csv_formula_injection-csv-pandas-holdout-policy_factory", | |
| "cwe-1333-regex_dos-python-stdlib-holdout-policy_factory", | |
| "cwe-200-sensitive_data_exposure-python-stdlib-holdout-policy_factory", | |
| "cwe-209-django_error_details-django-holdout-policy_factory", | |
| "cwe-276-insecure_file_permissions-python-stdlib-holdout-policy_factory", | |
| "cwe-295-requests_tls_verification-requests-holdout-policy_factory", | |
| "cwe-306-fastapi_missing_authentication-fastapi-holdout-policy_factory", | |
| "cwe-312-plaintext_password_storage-python-stdlib-holdout-policy_factory", | |
| "cwe-319-cleartext_http_transport-requests-holdout-policy_factory", | |
| "cwe-327-weak_cryptography-python-stdlib-holdout-policy_factory", | |
| "cwe-330-insecure_random_token-python-stdlib-holdout-policy_factory", | |
| "cwe-347-pyjwt_signature_bypass-pyjwt-holdout-policy_factory", | |
| "cwe-352-flask_csrf_validation-flask-holdout-policy_factory", | |
| "cwe-377-insecure_temp_file-python-stdlib-holdout-policy_factory", | |
| "cwe-384-flask_session_fixation-flask-holdout-policy_factory", | |
| "cwe-400-resource_consumption-python-stdlib-holdout-policy_factory", | |
| "cwe-409-zip_decompression_bomb-python-stdlib-holdout-policy_factory", | |
| "cwe-434-fastapi_upload_validation-fastapi-starlette-holdout-policy_factory", | |
| "cwe-502-pyyaml_unsafe_load-pyyaml-holdout-policy_factory", | |
| "cwe-502-unsafe_deserialization-python-stdlib-holdout-policy_factory", | |
| "cwe-601-flask_open_redirect-flask-holdout-policy_factory", | |
| "cwe-611-lxml_external_entity-lxml-holdout-policy_factory", | |
| "cwe-643-lxml_xpath_injection-lxml-holdout-policy_factory", | |
| "cwe-798-hardcoded_credentials-python-stdlib-holdout-policy_factory", | |
| "cwe-862-missing_authorization-python-stdlib-holdout-policy_factory", | |
| "cwe-915-mass_assignment-web-api-holdout-policy_factory", | |
| "cwe-918-httpx_client_ssrf-httpx-fastapi-holdout-policy_factory", | |
| "cwe-918-ssrf-python-stdlib-holdout-policy_factory", | |
| "cwe-942-starlette_permissive_cors-fastapi-starlette-holdout-policy_factory" | |
| ], | |
| "test": [ | |
| "cwe-022-path_traversal-python-stdlib-test-adapter_method", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-test-adapter_method", | |
| "cwe-078-command_injection-python-stdlib-test-adapter_method", | |
| "cwe-079-django_safe_string_xss-django-test-adapter_method", | |
| "cwe-079-flask_jinja_xss-flask-jinja-test-adapter_method", | |
| "cwe-089-sql_injection-python-stdlib-test-adapter_method", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-test-adapter_method", | |
| "cwe-090-ldap_filter_injection-ldap3-test-adapter_method", | |
| "cwe-094-dynamic_code_injection-python-stdlib-test-adapter_method", | |
| "cwe-113-http_response_splitting-web-api-test-adapter_method", | |
| "cwe-117-log_injection-logging-test-adapter_method", | |
| "cwe-1236-csv_formula_injection-csv-pandas-test-adapter_method", | |
| "cwe-1333-regex_dos-python-stdlib-test-adapter_method", | |
| "cwe-200-sensitive_data_exposure-python-stdlib-test-adapter_method", | |
| "cwe-209-django_error_details-django-test-adapter_method", | |
| "cwe-276-insecure_file_permissions-python-stdlib-test-adapter_method", | |
| "cwe-295-requests_tls_verification-requests-test-adapter_method", | |
| "cwe-306-fastapi_missing_authentication-fastapi-test-adapter_method", | |
| "cwe-312-plaintext_password_storage-python-stdlib-test-adapter_method", | |
| "cwe-319-cleartext_http_transport-requests-test-adapter_method", | |
| "cwe-327-weak_cryptography-python-stdlib-test-adapter_method", | |
| "cwe-330-insecure_random_token-python-stdlib-test-adapter_method", | |
| "cwe-347-pyjwt_signature_bypass-pyjwt-test-adapter_method", | |
| "cwe-352-flask_csrf_validation-flask-test-adapter_method", | |
| "cwe-377-insecure_temp_file-python-stdlib-test-adapter_method", | |
| "cwe-384-flask_session_fixation-flask-test-adapter_method", | |
| "cwe-400-resource_consumption-python-stdlib-test-adapter_method", | |
| "cwe-409-zip_decompression_bomb-python-stdlib-test-adapter_method", | |
| "cwe-434-fastapi_upload_validation-fastapi-starlette-test-adapter_method", | |
| "cwe-502-pyyaml_unsafe_load-pyyaml-test-adapter_method", | |
| "cwe-502-unsafe_deserialization-python-stdlib-test-adapter_method", | |
| "cwe-601-flask_open_redirect-flask-test-adapter_method", | |
| "cwe-611-lxml_external_entity-lxml-test-adapter_method", | |
| "cwe-643-lxml_xpath_injection-lxml-test-adapter_method", | |
| "cwe-798-hardcoded_credentials-python-stdlib-test-adapter_method", | |
| "cwe-862-missing_authorization-python-stdlib-test-adapter_method", | |
| "cwe-915-mass_assignment-web-api-test-adapter_method", | |
| "cwe-918-httpx_client_ssrf-httpx-fastapi-test-adapter_method", | |
| "cwe-918-ssrf-python-stdlib-test-adapter_method", | |
| "cwe-942-starlette_permissive_cors-fastapi-starlette-test-adapter_method" | |
| ], | |
| "train": [ | |
| "cwe-022-path_traversal-python-stdlib-train-callable_object", | |
| "cwe-022-path_traversal-python-stdlib-train-function", | |
| "cwe-022-path_traversal-python-stdlib-train-guarded_function", | |
| "cwe-022-path_traversal-python-stdlib-train-keyword_only", | |
| "cwe-022-path_traversal-python-stdlib-train-service_method", | |
| "cwe-022-path_traversal-python-stdlib-train-static_method", | |
| "cwe-022-path_traversal-python-stdlib-train-two_stage", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-train-callable_object", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-train-function", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-train-guarded_function", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-train-keyword_only", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-train-service_method", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-train-static_method", | |
| "cwe-022-tarfile_path_traversal-python-stdlib-train-two_stage", | |
| "cwe-078-command_injection-python-stdlib-train-callable_object", | |
| "cwe-078-command_injection-python-stdlib-train-function", | |
| "cwe-078-command_injection-python-stdlib-train-guarded_function", | |
| "cwe-078-command_injection-python-stdlib-train-keyword_only", | |
| "cwe-078-command_injection-python-stdlib-train-service_method", | |
| "cwe-078-command_injection-python-stdlib-train-static_method", | |
| "cwe-078-command_injection-python-stdlib-train-two_stage", | |
| "cwe-079-django_safe_string_xss-django-train-callable_object", | |
| "cwe-079-django_safe_string_xss-django-train-function", | |
| "cwe-079-django_safe_string_xss-django-train-guarded_function", | |
| "cwe-079-django_safe_string_xss-django-train-keyword_only", | |
| "cwe-079-django_safe_string_xss-django-train-service_method", | |
| "cwe-079-django_safe_string_xss-django-train-static_method", | |
| "cwe-079-django_safe_string_xss-django-train-two_stage", | |
| "cwe-079-flask_jinja_xss-flask-jinja-train-callable_object", | |
| "cwe-079-flask_jinja_xss-flask-jinja-train-function", | |
| "cwe-079-flask_jinja_xss-flask-jinja-train-guarded_function", | |
| "cwe-079-flask_jinja_xss-flask-jinja-train-keyword_only", | |
| "cwe-079-flask_jinja_xss-flask-jinja-train-service_method", | |
| "cwe-079-flask_jinja_xss-flask-jinja-train-static_method", | |
| "cwe-079-flask_jinja_xss-flask-jinja-train-two_stage", | |
| "cwe-089-sql_injection-python-stdlib-train-callable_object", | |
| "cwe-089-sql_injection-python-stdlib-train-function", | |
| "cwe-089-sql_injection-python-stdlib-train-guarded_function", | |
| "cwe-089-sql_injection-python-stdlib-train-keyword_only", | |
| "cwe-089-sql_injection-python-stdlib-train-service_method", | |
| "cwe-089-sql_injection-python-stdlib-train-static_method", | |
| "cwe-089-sql_injection-python-stdlib-train-two_stage", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-train-callable_object", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-train-function", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-train-guarded_function", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-train-keyword_only", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-train-service_method", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-train-static_method", | |
| "cwe-089-sqlalchemy_text_injection-sqlalchemy-train-two_stage", | |
| "cwe-090-ldap_filter_injection-ldap3-train-callable_object", | |
| "cwe-090-ldap_filter_injection-ldap3-train-function", | |
| "cwe-090-ldap_filter_injection-ldap3-train-guarded_function", | |
| "cwe-090-ldap_filter_injection-ldap3-train-keyword_only", | |
| "cwe-090-ldap_filter_injection-ldap3-train-service_method", | |
| "cwe-090-ldap_filter_injection-ldap3-train-static_method", | |
| "cwe-090-ldap_filter_injection-ldap3-train-two_stage", | |
| "cwe-094-dynamic_code_injection-python-stdlib-train-callable_object", | |
| "cwe-094-dynamic_code_injection-python-stdlib-train-function", | |
| "cwe-094-dynamic_code_injection-python-stdlib-train-guarded_function", | |
| "cwe-094-dynamic_code_injection-python-stdlib-train-keyword_only", | |
| "cwe-094-dynamic_code_injection-python-stdlib-train-service_method", | |
| "cwe-094-dynamic_code_injection-python-stdlib-train-static_method", | |
| "cwe-094-dynamic_code_injection-python-stdlib-train-two_stage", | |
| "cwe-113-http_response_splitting-web-api-train-callable_object", | |
| "cwe-113-http_response_splitting-web-api-train-function", | |
| "cwe-113-http_response_splitting-web-api-train-guarded_function", | |
| "cwe-113-http_response_splitting-web-api-train-keyword_only", | |
| "cwe-113-http_response_splitting-web-api-train-service_method", | |
| "cwe-113-http_response_splitting-web-api-train-static_method", | |
| "cwe-113-http_response_splitting-web-api-train-two_stage", | |
| "cwe-117-log_injection-logging-train-callable_object", | |
| "cwe-117-log_injection-logging-train-function", | |
| "cwe-117-log_injection-logging-train-guarded_function", | |
| "cwe-117-log_injection-logging-train-keyword_only", | |
| "cwe-117-log_injection-logging-train-service_method", | |
| "cwe-117-log_injection-logging-train-static_method", | |
| "cwe-117-log_injection-logging-train-two_stage", | |
| "cwe-1236-csv_formula_injection-csv-pandas-train-callable_object", | |
| "cwe-1236-csv_formula_injection-csv-pandas-train-function", | |
| "cwe-1236-csv_formula_injection-csv-pandas-train-guarded_function", | |
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