MED
MINED109
[MINED109] Mutable default argument in `__call__` (dict): `def __call__(... = []/{}/set()…
python/pathway/xpacks/llm/parsers.py:297
MED
MINED109
[MINED109] Mutable default argument in `__wrapped__` (dict): `def __wrapped__(... = []/{}…
python/pathway/xpacks/llm/parsers.py:239
MED
MINED109
[MINED109] Mutable default argument in `__init__` (dict): `def __init__(... = []/{}/set()…
python/pathway/xpacks/llm/parsers.py:112
MED
MINED109
[MINED109] Mutable default argument in `list_documents` (list): `def list_documents(... =…
python/pathway/xpacks/llm/question_answ…:1214
MED
MINED109
[MINED109] Mutable default argument in `send_post_request` (dict): `def send_post_request…
python/pathway/xpacks/llm/question_answ…:1061
MED
MINED109
[MINED109] Mutable default argument in `parse_image_details` (dict): `def parse_image_det…
python/pathway/xpacks/llm/_parser_utils…:227
MED
MINED109
[MINED109] Mutable default argument in `chunk` (dict): `def chunk(... = []/{}/set())` — P…
python/pathway/xpacks/llm/splitters.py:229
MED
MINED109
[MINED109] Mutable default argument in `chunk` (dict): `def chunk(... = []/{}/set())` — P…
python/pathway/xpacks/llm/splitters.py:173
MED
MINED109
[MINED109] Mutable default argument in `chunk` (dict): `def chunk(... = []/{}/set())` — P…
python/pathway/xpacks/llm/splitters.py:156
MED
MINED109
[MINED109] Mutable default argument in `chunk` (dict): `def chunk(... = []/{}/set())` — P…
python/pathway/xpacks/llm/splitters.py:80
MED
MINED109
[MINED109] Mutable default argument in `_eval_args_kwargs` (dict): `def _eval_args_kwargs…
python/pathway/internals/expression_pri…:136
MED
MINED109
[MINED109] Mutable default argument in `geolocate_external` (list): `def geolocate_extern…
examples/projects/twitter/services/path…:49
MED
MINED109
[MINED109] Mutable default argument in `add_distance_and_buckets` (list): `def add_distan…
examples/projects/twitter/services/path…:65
MED
MINED109
[MINED109] Mutable default argument in `run_sql` (list): `def run_sql(... = []/{}/set())`…
examples/projects/twitter/services/api/…:25
MED
MINED109
[MINED109] Mutable default argument in `run_with_querying` (dict): `def run_with_querying…
examples/projects/option-greeks/queryin…:68
MED
MINED109
[MINED109] Mutable default argument in `a_list_documents` (list): `def a_list_documents(.…
integration_tests/rag_evals/connector.py:69
MED
MINED109
[MINED109] Mutable default argument in `list_documents` (list): `def list_documents(... =…
integration_tests/rag_evals/connector.py:55
MED
MINED109
[MINED109] Mutable default argument in `a_send_post_request` (dict): `def a_send_post_req…
integration_tests/rag_evals/connector.py:7
MED
MINED111
[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r…
integration_tests/rag_evals/experiment.…:34
MED
MINED111
[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r…
integration_tests/db_connectors/utils.py:631
MED
MINED111
[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r…
integration_tests/db_connectors/utils.py:1307
MED
MINED111
[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r…
integration_tests/db_connectors/utils.py:858
MED
MINED111
[MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r…
integration_tests/s3/base.py:58
MED
SEC015
[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. …
python/pathway/internals/udfs/caches.py:60
MED
SEC127
[SEC127] AI agent stub — TODO: implement / pass placeholder body: Function body left as T…
python/pathway/stdlib/ml/hmm.py:211
MED
SEC127
[SEC127] AI agent stub — TODO: implement / pass placeholder body: Function body left as T…
python/pathway/internals/thisclass.py:126
MED
SEC127
[SEC127] AI agent stub — TODO: implement / pass placeholder body: Function body left as T…
python/pathway/internals/interactive.py:174
MED
SEC134
[SEC134] AI scaffold leftover — Lorem ipsum / example.com / John Doe in code: Lorem ipsum…
python/pathway/internals/config.py:184
MED
SEC045
[SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even …
python/pathway/web_dashboard/db.py:65
MED
SEC045
[SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even …
python/pathway/internals/column_propert…:24
MED
SEC007
[SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code.
python/pathway/stdlib/ml/hmm.py:200
MED
SEC007
[SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code.
python/pathway/internals/yaml_loader.py:151
MED
SEC007
[SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code.
examples/projects/twitter/services/path…:69
MED
SEC123
[SEC123] Production stack trace / debug output exposed: Debug mode left on in production …
docs/2.developers/4.user-guide/30.data-…:95
MED
DKR003
Dockerfile base image uses the latest tag
examples/projects/web-scraping/Dockerfi…:1
MED
DKR003
Dockerfile base image uses the latest tag
examples/projects/twitter/services/fron…:1
MED
AUC001
[AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks…
—
MED
MINED124
[MINED124] requirements.txt: `pathway` has no version pin: Unpinned pip requirement means…
examples/projects/spark-data-preparatio…:1
MED
MINED124
[MINED124] requirements.txt: `pandas` has no version pin: Unpinned pip requirement means …
examples/projects/aws-fargate-deploy/re…:3
MED
MINED124
[MINED124] requirements.txt: `deltalake` has no version pin: Unpinned pip requirement mea…
examples/projects/aws-fargate-deploy/re…:2
MED
MINED124
[MINED124] requirements.txt: `boto3` has no version pin: Unpinned pip requirement means e…
examples/projects/aws-fargate-deploy/re…:1
MED
MINED124
[MINED124] requirements.txt: `uvicorn` has no version pin: Unpinned pip requirement means…
examples/projects/option-greeks/require…:9
MED
MINED124
[MINED124] requirements.txt: `streamlit` has no version pin: Unpinned pip requirement mea…
examples/projects/option-greeks/require…:8
MED
MINED124
[MINED124] requirements.txt: `pydantic` has no version pin: Unpinned pip requirement mean…
examples/projects/option-greeks/require…:7
MED
MINED124
[MINED124] requirements.txt: `fastapi` has no version pin: Unpinned pip requirement means…
examples/projects/option-greeks/require…:6
MED
MINED124
[MINED124] requirements.txt: `python-dotenv` has no version pin: Unpinned pip requirement…
examples/projects/option-greeks/require…:5
MED
MINED124
[MINED124] requirements.txt: `pathway` has no version pin: Unpinned pip requirement means…
examples/projects/option-greeks/require…:4
MED
MINED124
[MINED124] requirements.txt: `scipy` has no version pin: Unpinned pip requirement means e…
examples/projects/option-greeks/require…:3
MED
MINED124
[MINED124] requirements.txt: `pandas` has no version pin: Unpinned pip requirement means …
examples/projects/option-greeks/require…:2
MED
MINED124
[MINED124] requirements.txt: `databento` has no version pin: Unpinned pip requirement mea…
examples/projects/option-greeks/require…:1
MED
MINED124
[MINED124] requirements.txt: `python-dotenv` has no version pin: Unpinned pip requirement…
examples/projects/ag2-multiagent-rag/re…:4
MED
MINED124
[MINED124] requirements.txt: `requests` has no version pin: Unpinned pip requirement mean…
examples/projects/ag2-multiagent-rag/re…:3
MED
MINED124
[MINED124] requirements.txt: `pathway` has no version pin: Unpinned pip requirement means…
examples/projects/ag2-multiagent-rag/re…:1
MED
MINED124
[MINED124] requirements.txt: `azure-mgmt-containerinstance` has no version pin: Unpinned …
examples/projects/azure-aci-deploy/requ…:5
MED
MINED124
[MINED124] requirements.txt: `azure-identity` has no version pin: Unpinned pip requiremen…
examples/projects/azure-aci-deploy/requ…:4
MED
MINED124
[MINED124] requirements.txt: `pandas` has no version pin: Unpinned pip requirement means …
examples/projects/azure-aci-deploy/requ…:3
MED
MINED124
[MINED124] requirements.txt: `deltalake` has no version pin: Unpinned pip requirement mea…
examples/projects/azure-aci-deploy/requ…:2
MED
MINED124
[MINED124] requirements.txt: `boto3` has no version pin: Unpinned pip requirement means e…
examples/projects/azure-aci-deploy/requ…:1
MED
MINED124
[MINED124] requirements.txt: `langchain-community` has no version pin: Unpinned pip requi…
integration_tests/rag_evals/requirement…:8
MED
MINED124
[MINED124] requirements.txt: `langchain-core` has no version pin: Unpinned pip requiremen…
integration_tests/rag_evals/requirement…:7
MED
MINED124
[MINED124] requirements.txt: `langchain-openai` has no version pin: Unpinned pip requirem…
integration_tests/rag_evals/requirement…:6
MED
MINED124
[MINED124] requirements.txt: `seaborn` has no version pin: Unpinned pip requirement means…
integration_tests/rag_evals/requirement…:3
MED
DKR002
Compose service `otel-collector` image has no explicit tag
examples/projects/monitoring/docker-com…:1
MED
DKR002
Compose service `mongodb` image has no explicit tag
examples/projects/debezium-mongodb-exam…:2
MED
DKR002
Dockerfile base image has no explicit tag
examples/projects/twitter/services/geoc…:1
MED
DKC015
Database service has no healthcheck
examples/projects/realtime-log-monitori…:38
MED
DKC015
Database service has no healthcheck
examples/projects/debezium-postgres-exa…:2
MED
DKC016
App service does not wait for database health
examples/projects/debezium-mongodb-exam…:10
MED
DKR009
Dockerfile separates apt update from install
examples/projects/spark-data-preparatio…:7
MED
DKR018
Database dump or local database file is included in Docker build context
.dockerignore
MED
DKR001
Docker final stage has no non-root USER
examples/projects/web-scraping/Dockerfi…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/twitter/services/twee…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/twitter/services/path…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/twitter/services/fron…:15
MED
DKR001
Docker final stage has no non-root USER
examples/projects/twitter/services/data…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/twitter/services/api/…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/spark-data-preparatio…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/realtime-log-monitori…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/realtime-log-monitori…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/kafka-ETL/producer-sr…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/kafka-ETL/pathway-src…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/from_jupyter_to_deplo…:2
MED
DKR001
Docker final stage has no non-root USER
examples/projects/debezium-postgres-exa…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/debezium-mongodb-exam…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/debezium-mongodb-exam…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/best-movies-example/r…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/best-movies-example/r…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/best-movies-example/k…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/best-movies-example/k…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/azure-aci-deploy/Dock…:1
MED
DKR001
Docker final stage has no non-root USER
examples/projects/aws-fargate-deploy/Do…:1
MED
WEB003
Public web service has no security.txt
.well-known/security.txt
MED
DKR014
Dockerfile copies broad context with incomplete .dockerignore
examples/projects/web-scraping/Dockerfi…:8
MED
DKR014
Dockerfile copies broad context with incomplete .dockerignore
examples/projects/twitter/services/fron…:12
MED
DKR004
Docker build secret exposed through ARG
examples/projects/twitter/services/fron…:6
MED
DKR014
Dockerfile copies broad context with incomplete .dockerignore
examples/projects/from_jupyter_to_deplo…:5
MED
DKC013
Database service has no persistent data volume
examples/projects/realtime-log-monitori…:20
MED
DKC013
Database service has no persistent data volume
examples/projects/realtime-log-monitori…:16
MED
DKC013
Database service has no persistent data volume
examples/projects/realtime-log-monitori…:10
MED
DKC013
Database service has no persistent data volume
examples/projects/realtime-log-monitori…:6
MED
DKC013
Database service has no persistent data volume
examples/projects/kafka-ETL/docker-comp…:12
MED
DKC013
Database service has no persistent data volume
examples/projects/kafka-ETL/docker-comp…:6
MED
DKC013
Database service has no persistent data volume
examples/projects/from_jupyter_to_deplo…:7
MED
DKC013
Database service has no persistent data volume
examples/projects/from_jupyter_to_deplo…:3
MED
DKC013
Database service has no persistent data volume
examples/projects/debezium-postgres-exa…:18
MED
DKC013
Database service has no persistent data volume
examples/projects/debezium-postgres-exa…:13
MED
DKC013
Database service has no persistent data volume
examples/projects/debezium-mongodb-exam…:21
MED
DKC013
Database service has no persistent data volume
examples/projects/debezium-mongodb-exam…:16
MED
DKC013
Database service has no persistent data volume
examples/projects/best-movies-example/k…:12
MED
DKC013
Database service has no persistent data volume
examples/projects/best-movies-example/k…:6
MED
AUC012
[AUC012] FastAPI interactive docs may be exposed by framework defaults: FastAPI exposes /…
—
MED
DKC007
Compose service contains a literal secret environment value
examples/projects/realtime-log-monitori…:38
MED
DKC007
Compose service contains a literal secret environment value
examples/projects/debezium-postgres-exa…:2
LOW
AIC003
Duplicated implementation block across source files
python/pathway/internals/__init__.py:130
LOW
AIC003
Duplicated implementation block across source files
external/timely-dataflow/timely/src/dat…:27
LOW
AIC003
Duplicated implementation block across source files
external/timely-dataflow/communication/…:126
LOW
AIC003
Duplicated implementation block across source files
external/differential-dataflow/tpchlike…:43
LOW
AIC003
Duplicated implementation block across source files
external/differential-dataflow/tpchlike…:42
LOW
AIC003
Duplicated implementation block across source files
external/differential-dataflow/tpchlike…:43
LOW
AIC003
Duplicated implementation block across source files
external/differential-dataflow/tpchlike…:50
LOW
AIC003
Duplicated implementation block across source files
external/differential-dataflow/tpchlike…:35
LOW
AIC003
Duplicated implementation block across source files
external/differential-dataflow/tpchlike…:20
LOW
DKC015
Database service has no healthcheck
examples/projects/realtime-log-monitori…:20
LOW
DKC015
Database service has no healthcheck
examples/projects/realtime-log-monitori…:16
LOW
DKC015
Database service has no healthcheck
examples/projects/realtime-log-monitori…:10
LOW
DKC015
Database service has no healthcheck
examples/projects/realtime-log-monitori…:6
LOW
DKC015
Database service has no healthcheck
examples/projects/kafka-ETL/docker-comp…:12
LOW
DKC015
Database service has no healthcheck
examples/projects/kafka-ETL/docker-comp…:6
LOW
DKC015
Database service has no healthcheck
examples/projects/from_jupyter_to_deplo…:7
LOW
DKC015
Database service has no healthcheck
examples/projects/from_jupyter_to_deplo…:3
LOW
DKC015
Database service has no healthcheck
examples/projects/debezium-postgres-exa…:18
LOW
DKC015
Database service has no healthcheck
examples/projects/debezium-postgres-exa…:13
LOW
DKC015
Database service has no healthcheck
examples/projects/debezium-mongodb-exam…:21
LOW
DKC015
Database service has no healthcheck
examples/projects/debezium-mongodb-exam…:16
LOW
DKC015
Database service has no healthcheck
examples/projects/best-movies-example/k…:12
LOW
DKC015
Database service has no healthcheck
examples/projects/best-movies-example/k…:6
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/spark-data-preparatio…:9
LOW
DKR011
Dockerfile installs recommended OS packages
examples/projects/spark-data-preparatio…:8
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/realtime-log-monitori…:4
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/realtime-log-monitori…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/realtime-log-monitori…:5
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/realtime-log-monitori…:4
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/realtime-log-monitori…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/kafka-ETL/producer-sr…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/kafka-ETL/pathway-src…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/from_jupyter_to_deplo…:4
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/debezium-postgres-exa…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/debezium-mongodb-exam…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/debezium-mongodb-exam…:4
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/debezium-mongodb-exam…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/best-movies-example/r…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/best-movies-example/r…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/best-movies-example/k…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/best-movies-example/k…:3
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/azure-aci-deploy/Dock…:6
LOW
DKR008
.dockerignore misses sensitive defaults
.dockerignore
LOW
DKR012
Dockerfile keeps pip download cache
examples/projects/aws-fargate-deploy/Do…:6
LOW
DKC016
App service does not wait for database health
examples/projects/realtime-log-monitori…:32
LOW
DKC016
App service does not wait for database health
examples/projects/kafka-ETL/docker-comp…:38
LOW
DKC016
App service does not wait for database health
examples/projects/kafka-ETL/docker-comp…:31
LOW
DKC016
App service does not wait for database health
examples/projects/from_jupyter_to_deplo…:33
LOW
DKC016
App service does not wait for database health
examples/projects/from_jupyter_to_deplo…:24
LOW
DKC016
App service does not wait for database health
examples/projects/debezium-postgres-exa…:39
LOW
DKC016
App service does not wait for database health
examples/projects/debezium-mongodb-exam…:42
LOW
DKC016
App service does not wait for database health
examples/projects/best-movies-example/k…:38
LOW
DKC016
App service does not wait for database health
examples/projects/best-movies-example/k…:31
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/realtime-log-monitori…:32
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/realtime-log-monitori…:10
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/realtime-log-monitori…:2
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/realtime-log-monitori…:22
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/realtime-log-monitori…:2
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/monitoring/docker-com…:1
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/kafka-ETL/docker-comp…:38
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/kafka-ETL/docker-comp…:31
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/from_jupyter_to_deplo…:33
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/from_jupyter_to_deplo…:24
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/debezium-postgres-exa…:39
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/debezium-mongodb-exam…:42
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/debezium-mongodb-exam…:10
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/best-movies-example/r…:40
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/best-movies-example/r…:32
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/best-movies-example/k…:38
LOW
DKC010
Compose service lacks no-new-privileges hardening
examples/projects/best-movies-example/k…:31
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/realtime-log-monitori…:32
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/realtime-log-monitori…:10
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/realtime-log-monitori…:2
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/realtime-log-monitori…:22
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/realtime-log-monitori…:2
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/monitoring/docker-com…:1
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/kafka-ETL/docker-comp…:38
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/kafka-ETL/docker-comp…:31
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/from_jupyter_to_deplo…:33
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/from_jupyter_to_deplo…:24
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/debezium-postgres-exa…:39
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/debezium-mongodb-exam…:42
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/debezium-mongodb-exam…:10
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/best-movies-example/r…:40
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/best-movies-example/r…:32
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/best-movies-example/k…:38
LOW
DKC006
Compose service does not declare a runtime user
examples/projects/best-movies-example/k…:31