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Issue title

Mutable default argument in `send_post_request` (dict)

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Severity Rule Title File:line
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
Reset to top 5 200 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `pathwaycom/pathway`

**Score: 75/100 (A-)**  ·  431 findings  ·  scanned 2026-06-05 09:09 UTC  ·  291,912 LOC

| Severity | Count |
|---|---|
| CRITICAL | 18 |
| HIGH | 104 |
| MEDIUM | 113 |
| LOW | 111 |

📊 [Full filterable report](https://repobility.com/scan/49132254-95b6-49b4-a4d1-8a5245f14672/)  ·  ![scorecard](https://repobility.com/scan/49132254-95b6-49b4-a4d1-8a5245f14672/report.png?v=1780650545-s2)

### Top findings

1. **MEDIUM** `MINED109` — Mutable default argument in `__call__` (dict)
   `python/pathway/xpacks/llm/parsers.py:297` · ✓ Repobility
2. **MEDIUM** `MINED109` — Mutable default argument in `__wrapped__` (dict)
   `python/pathway/xpacks/llm/parsers.py:239` · ✓ Repobility
3. **MEDIUM** `MINED109` — Mutable default argument in `__init__` (dict)
   `python/pathway/xpacks/llm/parsers.py:112` · ✓ Repobility
4. **MEDIUM** `MINED109` — Mutable default argument in `list_documents` (list)
   `python/pathway/xpacks/llm/question_answering.py:1214` · ✓ Repobility
5. **MEDIUM** `MINED109` — Mutable default argument in `send_post_request` (dict)
   `python/pathway/xpacks/llm/question_answering.py:1061` · ✓ Repobility

---

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Already filed
304/444 findings (68%) on this scan are already flagged as test-file, won't-fix, or suppressed. The scan is too noisy to file as a single issue. Curate down to specific actionable findings, or address the FP source first.

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