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Issue title

Mutable default argument in `__init__` (dict)

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Severity Rule Title File:line
MED MINED109 [MINED109] Mutable default argument in `get_image_dataset` (dict): `def get_image_dataset… assets/training/model_evaluation/src/im…:338
MED MINED109 [MINED109] Mutable default argument in `get_generation_dataset` (dict): `def get_generati… assets/training/model_evaluation/src/im…:286
MED MINED109 [MINED109] Mutable default argument in `get_object_detection_dataset` (dict): `def get_ob… assets/training/model_evaluation/src/im…:214
MED MINED109 [MINED109] Mutable default argument in `get_classification_dataset` (dict): `def get_clas… assets/training/model_evaluation/src/im…:152
MED MINED109 [MINED109] Mutable default argument in `__init__` (dict): `def __init__(... = []/{}/set()… assets/training/model_evaluation/src/co…:74
MED MINED109 [MINED109] Mutable default argument in `recursive_dict_keys_snake_to_camel` (list): `def … assets/training/model_evaluation/src/wo…:234
MED MINED109 [MINED109] Mutable default argument in `predict` (dict): `def predict(... = []/{}/set())`… assets/training/model_management/src/az…:164
MED MINED109 [MINED109] Mutable default argument in `_save` (dict): `def _save(... = []/{}/set())` — P… assets/training/model_management/src/az…:92
MED MINED109 [MINED109] Mutable default argument in `acs_existing_to_mlindex` (dict): `def acs_existin… assets/large_language_models/rag/compon…:121
MED MINED109 [MINED109] Mutable default argument in `poll_on_deployment` (dict): `def poll_on_deployme… assets/large_language_models/rag/compon…:249
MED MINED109 [MINED109] Mutable default argument in `__init__` (list): `def __init__(... = []/{}/set()… assets/large_language_models/utils/Comp…:65
MED MINED109 [MINED109] Mutable default argument in `get_online_endpoint` (dict): `def get_online_endp… assets/aml-benchmark/components/src/aml…:18
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/evaluation_on_cloud/environments…:187
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/common/src/utils/run_utils.py:149
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/common/src/utils/run_utils.py:23
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/common/src/delete_endpoint.py:114
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/common/src/delete_endpoint.py:105
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/common/src/delete_endpoint.py:54
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/evaluators/builtin/ifeval/evalua…:403
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… assets/evaluators/builtin/ifeval/evalua…:389
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… scripts/azureml-assets/azureml/assets/c…:623
MED MINED109 [MINED109] Mutable default argument in `_test` (list): `def _test(... = []/{}/set())` — P… scripts/validation/copyright_validation…:19
MED MINED111 [MINED111] Bare except continues silently: Bare `except:` (or `except Exception:`) that r… scripts/promptflow-ci/check_spec_yaml.py:65
MED SEC012 [SEC012] ZipSlip — Archive Path Traversal: Archive extraction without path validation all… assets/training/vision/jobs/object-dete…:33
MED SEC012 [SEC012] ZipSlip — Archive Path Traversal: Archive extraction without path validation all… assets/training/vision/jobs/object-dete…:119
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… assets/training/finetune_acft_image/src…:68
MED SEC011 [SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execut… assets/training/finetune_acft_hf_nlp/sr…:169
MED SEC007 [SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code. scripts/azureml-assets/azureml/assets/u…:107
MED SEC045 [SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even … assets/model_monitoring/components/src/…:56
MED SEC045 [SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even … assets/evaluators/builtin/ifeval/evalua…:28
MED SEC045 [SEC045] eval()/exec() on stored or user-supplied data: eval() and exec() on data — even … assets/aml-benchmark/scripts/custom_inf…:280
MED SEC136 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all excepti… assets/training/model_management/src/az…:98
MED SEC136 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all excepti… assets/common/src/utils/run_utils.py:146
MED SEC136 [SEC136] AI-typical over-broad exception handler swallowing all errors: Catch-all excepti… assets/aml-benchmark/scripts/custom_dat…:76
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… assets/training/model_evaluation/src/ta…:88
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… assets/training/model_evaluation/src/ru…:193
MED ERR001 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even… assets/aml-benchmark/components/src/aml…:79
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… assets/aml-benchmark/components/src/aml…:102
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… assets/aml-benchmark/components/src/aml…:58
MED SEC034 [SEC034] Log Injection / Log Forging — unsanitized user input in log: User input is logge… assets/aml-benchmark/components/src/aml…:52
MED COMP001 [COMP001] High cognitive complexity: Function `start` has cognitive complexity 19 (SonarS… assets/aml-benchmark/components/src/aml…:77
MED COMP001 [COMP001] High cognitive complexity: Function `run` has cognitive complexity 25 (SonarSou… assets/aml-benchmark/components/src/aml…:73
MED MINED124 [MINED124] requirements.txt: `pydocstyle` has no version pin: Unpinned pip requirement me… assets/aml-benchmark/requirements.txt:19
MED MINED124 [MINED124] requirements.txt: `flake8` has no version pin: Unpinned pip requirement means … assets/aml-benchmark/requirements.txt:18
MED MINED124 [MINED124] requirements.txt: `ddt` has no version pin: Unpinned pip requirement means eve… assets/aml-benchmark/requirements.txt:17
MED MINED124 [MINED124] requirements.txt: `pytest-xdist` has no version pin: Unpinned pip requirement … assets/aml-benchmark/requirements.txt:16
MED MINED124 [MINED124] requirements.txt: `pytest` has no version pin: Unpinned pip requirement means … assets/aml-benchmark/requirements.txt:15
MED MINED124 [MINED124] requirements.txt: `openai` has no version pin: Unpinned pip requirement means … assets/aml-benchmark/requirements.txt:14
MED MINED124 [MINED124] requirements.txt: `mteb` has no version pin: Unpinned pip requirement means ev… assets/aml-benchmark/requirements.txt:13
MED MINED124 [MINED124] requirements.txt: `tiktoken` has no version pin: Unpinned pip requirement mean… assets/aml-benchmark/requirements.txt:12
MED MINED124 [MINED124] requirements.txt: `azure-core` has no version pin: Unpinned pip requirement me… assets/aml-benchmark/requirements.txt:11
MED MINED124 [MINED124] requirements.txt: `tqdm` has no version pin: Unpinned pip requirement means ev… assets/aml-benchmark/requirements.txt:10
MED MINED124 [MINED124] requirements.txt: `datasets` has no version pin: Unpinned pip requirement mean… assets/aml-benchmark/requirements.txt:9
MED MINED124 [MINED124] requirements.txt: `snakemd` has no version pin: Unpinned pip requirement means… scripts/docs/requirements.txt:2
MED MINED124 [MINED124] requirements.txt: `azureml-assets` has no version pin: Unpinned pip requiremen… scripts/release/requirements.txt:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate-copyright/missi…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate-copyright/good-…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate/ubuntu-in-name/…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate/publishing-disa…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate/missing-descrip…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate/image-name-mism…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate/good-validation…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/validate/correct-order/c…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/config/env1-auto/context…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/config/env1-2/context/Do…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/config/env1-1.0.1/contex…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/config/env1-1.0.0/contex…:1
MED DKR002 Dockerfile base image has no explicit tag test/resources/config/env1-1/context/Do…:1
MED DKR007 Docker build context has no .dockerignore .dockerignore
MED DKR009 Dockerfile separates apt update from install assets/training/general/environments/te…:250
MED DKR009 Dockerfile separates apt update from install assets/training/general/environments/sk…:21
MED DKR009 Dockerfile separates apt update from install assets/training/general/environments/li…:22
MED DKR009 Dockerfile separates apt update from install assets/training/general/environments/ac…:19
MED DKR009 Dockerfile separates apt update from install assets/training/finetune_acft_image/env…:5
MED DKR009 Dockerfile separates apt update from install assets/training/finetune_acft_hf_nlp/en…:3
MED DKR009 Dockerfile separates apt update from install assets/training/finetune_acft_hf_nlp/en…:6
MED DKR009 Dockerfile separates apt update from install assets/training/finetune_acft_hf_nlp/en…:6
MED DKR009 Dockerfile separates apt update from install assets/training/automl/environments/ai-…:5
MED DKR009 Dockerfile separates apt update from install assets/training/automl/environments/ai-…:13
MED DKR009 Dockerfile separates apt update from install assets/training/automl/environments/ai-…:14
MED DKR009 Dockerfile separates apt update from install assets/data-labeling/environments/data-…:20
MED DKR001 Docker final stage has no non-root USER test/resources/validate-copyright/missi…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate-copyright/good-…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/ubuntu-in-name/…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/publishing-disa…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/missing-descrip…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/image-name-mism…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/good-validation…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/dockerfile-from…:2
MED DKR001 Docker final stage has no non-root USER test/resources/validate/dockerfile-from…:2
MED DKR001 Docker final stage has no non-root USER test/resources/validate/dockerfile-from…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/correct-order/c…:1
MED DKR001 Docker final stage has no non-root USER test/resources/validate/bad-build-conte…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/with-description/…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/with-description/…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/with-description/…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version-un…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version-un…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version-un…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version-un…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version-un…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version-no…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version-no…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version/re…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version/ma…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/manual-version/ex…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-subdir/release…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-subdir/main/co…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-subdir/expecte…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-place-no-relea…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-place-no-relea…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-place/release/…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-place/main/con…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-place/expected…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-parent-dir/src…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-parent-dir/rel…:1
MED DKR001 Docker final stage has no non-root USER test/resources/update/in-parent-dir/exp…:1
MED DKR001 Docker final stage has no non-root USER test/resources/release/src/context/Dock…:1
MED DKR001 Docker final stage has no non-root USER test/resources/release/environment-in-s…:1
MED DKR001 Docker final stage has no non-root USER test/resources/environment/build/build-…:1
MED DKR001 Docker final stage has no non-root USER test/resources/environment/build/build-…:1
MED DKR001 Docker final stage has no non-root USER test/resources/environment/build/build-…:1
MED DKR001 Docker final stage has no non-root USER test/resources/environment/build/build-…:1
MED DKR001 Docker final stage has no non-root USER test/resources/environment/build/build-…:1
MED DKR001 Docker final stage has no non-root USER test/resources/config/env1-auto/context…:1
MED DKR001 Docker final stage has no non-root USER test/resources/config/env1-2/context/Do…:1
MED DKR001 Docker final stage has no non-root USER test/resources/config/env1-1.0.1/contex…:1
MED DKR001 Docker final stage has no non-root USER test/resources/config/env1-1.0.0/contex…:1
MED DKR001 Docker final stage has no non-root USER test/resources/config/env1-1/context/Do…:1
MED DKR001 Docker final stage has no non-root USER assets/training/vision/environments/aut…:1
MED DKR001 Docker final stage has no non-root USER assets/training/model_management/enviro…:1
MED DKR001 Docker final stage has no non-root USER assets/training/model_management/enviro…:1
MED DKR001 Docker final stage has no non-root USER assets/training/general/environments/sk…:1
MED DKR001 Docker final stage has no non-root USER assets/training/general/environments/sk…:1
MED DKR001 Docker final stage has no non-root USER assets/training/general/environments/sk…:1
MED DKR001 Docker final stage has no non-root USER assets/training/general/environments/li…:1
MED DKR001 Docker final stage has no non-root USER assets/training/general/environments/ac…:1
MED DKR001 Docker final stage has no non-root USER assets/training/general/environments/ac…:1
MED DKR001 Docker final stage has no non-root USER assets/training/general/environments/ac…:1
MED DKR001 Docker final stage has no non-root USER assets/training/forecasting_demand/envi…:1
MED DKR001 Docker final stage has no non-root USER assets/training/finetune_acft_image/env…:2
MED DKR001 Docker final stage has no non-root USER assets/training/automl/environments/ai-…:1
MED DKR001 Docker final stage has no non-root USER assets/training/automl/environments/ai-…:1
MED DKR001 Docker final stage has no non-root USER assets/training/automl/environments/ai-…:1
MED DKR001 Docker final stage has no non-root USER assets/training/automl/environments/ai-…:1
MED DKR001 Docker final stage has no non-root USER assets/training/automl/environments/ai-…:1
MED DKR001 Docker final stage has no non-root USER assets/training/aoai/proxy_components/e…:1
MED DKR001 Docker final stage has no non-root USER assets/system/context/Dockerfile:132
MED DKR001 Docker final stage has no non-root USER assets/responsibleai/environments/respo…:1
MED DKR001 Docker final stage has no non-root USER assets/pipelines/environments/mldesigne…:1
MED DKR001 Docker final stage has no non-root USER assets/pipelines/environments/mldesigne…:1
MED DKR001 Docker final stage has no non-root USER assets/large_language_models/rag/enviro…:1
MED DKR001 Docker final stage has no non-root USER assets/evaluation_on_cloud/environments…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-v…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-t…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-r…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-p…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-p…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-i…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-c…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer-c…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/designer/c…:1
MED DKR001 Docker final stage has no non-root USER assets/designer/environments/component/…:1
MED DKR001 Docker final stage has no non-root USER assets/data-labeling/environments/data-…:1
MED DKR001 Docker final stage has no non-root USER assets/data-labeling/environments/data-…:1
MED DKR001 Docker final stage has no non-root USER assets/Langchain/environments/general-l…:2
MED SEC017 [SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external … assets/batch_score/components/driver/sr…:21
MED SEC016 [SEC016] LLM Prompt Injection — User Input in AI Prompt: User-supplied text is interpolat… assets/batch_score/components/driver/sr…:21
MED SEC005 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input. assets/training/finetune_acft_image/src…:244
MED SEC005 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input. assets/aml-benchmark/components/src/aml…:227
MED SEC005 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input. assets/aml-benchmark/components/src/aml…:161
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/model_management/enviro…:25
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/model_management/enviro…:20
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/general/environments/te…:210
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/general/environments/te…:204
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/general/environments/te…:139
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/general/environments/te…:214
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/general/environments/te…:208
LOW DKR010 Dockerfile leaves apt package indexes in the image layer assets/training/general/environments/te…:145
LOW DKR012 Dockerfile keeps pip download cache assets/training/model_management/enviro…:134
LOW DKR012 Dockerfile keeps pip download cache assets/training/model_management/enviro…:40
LOW DKR011 Dockerfile installs recommended OS packages assets/training/model_management/enviro…:21
LOW DKR011 Dockerfile installs recommended OS packages assets/training/model_management/enviro…:20
LOW DKR012 Dockerfile keeps pip download cache assets/training/general/environments/te…:280
LOW DKR012 Dockerfile keeps pip download cache assets/training/general/environments/te…:275
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:248
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:223
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:210
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:204
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:139
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:54
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:266
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:251
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:230
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:214
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:208
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:154
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/te…:145
LOW DKR012 Dockerfile keeps pip download cache assets/training/general/environments/ac…:51
LOW DKR011 Dockerfile installs recommended OS packages assets/training/general/environments/ac…:31
Reset to top 5 200 findings available (after auto-suppression of test files + won't-fix)

Issue body (markdown)

## Code-quality scan: `Azure/azureml-assets`

**Score: 67/100 (A-)**  ·  555 findings  ·  scanned 2026-06-05 17:39 UTC  ·  206,638 LOC

| Severity | Count |
|---|---|
| CRITICAL | 34 |
| HIGH | 135 |
| MEDIUM | 171 |
| LOW | 136 |

📊 [Full filterable report](https://repobility.com/scan/c30c591d-720d-4fb4-b933-c9417526f87b/)  ·  ![scorecard](https://repobility.com/scan/c30c591d-720d-4fb4-b933-c9417526f87b/report.png?v=1780681192-s2)

### Top findings

1. **MEDIUM** `MINED109` — Mutable default argument in `get_image_dataset` (dict)
   `assets/training/model_evaluation/src/image_dataset.py:338` · ✓ Repobility
2. **MEDIUM** `MINED109` — Mutable default argument in `get_generation_dataset` (dict)
   `assets/training/model_evaluation/src/image_dataset.py:286` · ✓ Repobility
3. **MEDIUM** `MINED109` — Mutable default argument in `get_object_detection_dataset` (dict)
   `assets/training/model_evaluation/src/image_dataset.py:214` · ✓ Repobility
4. **MEDIUM** `MINED109` — Mutable default argument in `get_classification_dataset` (dict)
   `assets/training/model_evaluation/src/image_dataset.py:152` · ✓ Repobility
5. **MEDIUM** `MINED109` — Mutable default argument in `__init__` (dict)
   `assets/training/model_evaluation/src/compute_metrics.py:74` · ✓ Repobility

---

_Filed automatically. Close this issue if not useful — we won't refile. Full report: https://repobility.com/scan/c30c591d-720d-4fb4-b933-c9417526f87b/_
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This repo publishes a SECURITY.md policy and the scan contains 23 Critical/High security finding(s). Public issue filing would violate coordinated disclosure. Submit privately via the project's security reporting channel.
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Could not determine 'Azure/azureml-assets' star count (GitHub API rate-limited or unreachable). When in doubt about repo size, prefer opening a focused PR or a discussion rather than an issue.
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235/581 findings (40%) 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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