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rapidsai/cuml

https://github.com/rapidsai/cuml · scanned 2026-06-05 22:09 UTC (4 days, 8 hours ago) · 10 languages

507 raw signals (187 security + 320 graph) 11/13 scanners ran 72nd percentile · Python · large (100-500K LoC)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 8 hours ago · v2 · 162 actionable findings from 2 signal sources. 175 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
82.1
/100
Security checks
81
69 findings
System graph
83
77.8% cov · 93 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 97.0 0.20 19.40
documentation_score 97.0 0.15 14.55
practices_score 68.0 0.15 10.20
code_quality 46.0 0.10 4.60
Overall 1.00 82.8
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 11 Medium 11 Low 57 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 69 System graph 93 Crowd 0 Layer: Quality 109 Cicd 6 Security 10 Software 33 Api 1 Hardware 2 Frontend 1
Scan summary Quality grade A- (83/100). Dimensions: security 100, maintainability 60. 187 findings (40 security). 153,968 lines analyzed.

Showing 79 of 162 actionable findings. 337 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Security checks quality Quality conf 1.00 ✓ Repobility 3 occurrences [MINED107] Missing import: `warnings` used but not imported: The file uses `warnings.something(...)` but never imports `warnings`. This raises NameError at runtime the first time the line executes.
Add `import warnings` at the top of the file.
3 files, 3 locations
.github/scripts/check_pr_release_target.py:205
python/cuml/cuml/internals/base.py:144
python/cuml/cuml/internals/validation.py:419
low Security checks quality Quality conf 1.00 ✓ Repobility [MINED006] Overcatch Baseexception: except BaseException: ... — prevents Ctrl+C and SystemExit from working.
Review and fix per the pattern semantics. See CWE-705 / for context.
python/cuml/cuml/accel/runners.py:86
high Security checks quality Quality conf 1.00 ✓ Repobility [MINED034] Python Subprocess Shell True: subprocess(..., shell=True) enables command injection.
Review and fix per the pattern semantics. See CWE-78 / for context.
cpp/scripts/run-clang-tidy.py:89
high Security checks quality Quality conf 1.00 ✓ Repobility [MINED034] Python Subprocess Shell True: subprocess(..., shell=True) enables command injection.
Review and fix per the pattern semantics. See CWE-78 / for context.
cpp/scripts/cuda-memcheck.py:61
high Security checks quality Quality conf 1.00 ✓ Repobility 15 occurrences [MINED108] `self.shell` used but never assigned in __init__: Method `profile` of class `CumlAccelMagics` reads `self.shell`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance.
Initialize `self.shell = <default>` in __init__, or add a class-level default.
2 files, 15 locations
python/cuml/cuml/accel/profilers.py:437, 439, 440, 442, 447, 457, 461, 480, +2 more (10 hits)
python/cuml/cuml/accel/magics.py:137, 140, 169, 175, 180 (5 hits)
high Security checks software dependencies conf 0.90 ✓ Repobility 10 occurrences [MINED131] pre-commit hook `https://github.com/pre-commit/pre-commit-hooks` pinned to mutable rev `v5.0.0`: `.pre-commit-config.yaml` references `https://github.com/pre-commit/pre-commit-hooks` at `rev: v5.0.0`. If `{rev}` is a branch or version tag, the repo owner can push new code there and `pre-commit install --install-hooks` will fetch it on every developer's machine.
Pin to a commit SHA: `rev: <40-char-sha>` and bump it through `pre-commit autoupdate` (which writes to PRs that are reviewed).
lines 6, 11, 22, 29, 33, 39, 109, 185, +2 more
.pre-commit-config.yaml:6, 11, 22, 29, 33, 39, 109, 185, +2 more (10 hits)
high Security checks security path traversal conf 0.80 [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files.
Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads.
.github/scripts/check_pr_release_target.py:119
low Security checks security Injection conf 1.00 [SEC103] LDAP injection — non-constant search filter: User input concatenated into an LDAP search filter. Attackers inject `*)(uid=*` style payloads to bypass auth or enumerate accounts.
Escape with javax.naming.ldap.Rdn.escapeValue or equivalent. For python-ldap, use ldap.filter.escape_filter_chars. Better: use parameterized search APIs (Spring LdapTemplate filter encoders).
cpp/scripts/run-clang-tidy.py:148
high Security checks cicd CI/CD security conf 0.90 ✓ Repobility 25 occurrences GitHub Action is tag-pinned rather than SHA-pinned
[MINED115] Action `rapidsai/shared-workflows/.github/workflows/pr-builder.yaml` pinned to mutable ref `@main`: `uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@main` resolves at workflow-run time. Tags and branches can be re-pushed by the action owner; that made the tj-actions/cha…
4 files, 25 locations
.github/workflows/test.yaml:36, 50, 65, 80, 95, 124, 141, 158, +4 more (12 hits)
.github/workflows/pr.yaml:42, 56, 71, 85, 276, 290, 306, 320, +1 more (9 hits)
.github/workflows/pr_issue_status_automation.yml:16, 31, 83 (3 hits)
.github/workflows/trigger-breaking-change-alert.yaml:21
CI/CD securitySupply chainGitHub Actions
high System graph cicd CI/CD security conf 1.00 48 occurrences GitHub Action tracks a moving branch
rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@main can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
5 files, 48 locations
.github/workflows/pr.yaml:42, 56, 71, 85, 276, 290, 306, 320, +15 more (23 hits)
.github/workflows/test.yaml:36, 50, 65, 80, 95, 124, 141, 158, +4 more (12 hits)
.github/workflows/build.yaml:46, 64, 83, 101, 115, 136, 153, 174, +1 more (9 hits)
.github/workflows/pr_issue_status_automation.yml:16, 31, 83 (3 hits)
.github/workflows/trigger-breaking-change-alert.yaml:21
CI/CD securitySupply chainGithub actions
high System graph security security conf 1.00 Insecure pattern 'exec_used' in python/cuml/cuml/accel/magics.py:81
Found a known-risky pattern (exec_used). Review and replace if possible.
python/cuml/cuml/accel/magics.py:81 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in python/cuml/cuml/accel/runners.py:85
Found a known-risky pattern (exec_used). Review and replace if possible.
python/cuml/cuml/accel/runners.py:85 Exec used
medium Security checks quality Quality conf 1.00 ✓ Repobility 7 occurrences [MINED109] Mutable default argument in `__init__` (dict): `def __init__(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def __init__(x=None): x = x or []`
3 files, 7 locations
python/cuml/cuml/benchmark/algorithms.py:153, 208, 229 (3 hits)
python/cuml/cuml/benchmark/runners.py:78, 194, 260 (3 hits)
python/cuml/cuml/benchmark/automated/utils/utils.py:236
medium Security checks quality Quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `generate_docstring` (list): `def generate_docstring(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def generate_docstring(x=None): x = x or []`
python/cuml/cuml/common/doc_utils.py:120
medium Security checks quality Quality conf 1.00 ✓ Repobility [MINED109] Mutable default argument in `run_variations` (list): `def run_variations(... = []/{}/set())` — Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too.
Use None as the default and create the collection inside the function: `def run_variations(x=None): x = x or []`
python/cuml/cuml/benchmark/runners.py:390
low Security checks security Injection conf 0.50 [SEC005] Command Injection Risk: Unsafe shell execution or eval of user input.
Use subprocess with shell=False and a list of args. Never eval user input.
cpp/scripts/cuda-memcheck.py:61
low Security checks quality Error handling conf 0.55 ✓ Repobility 16 occurrences Broad exception handler needs review
This handler catches Exception/BaseException. It is actionable when it swallows errors without logging, re-raising, or returning a structured error. Handlers that intentionally convert exceptions into typed error results should not be treated as high risk.
10 files, 16 locations
docs/source/sphinxext/github_link.py:83, 88, 127 (3 hits)
python/cuml/cuml_accel_tests/upstream/xfail_manager.py:499, 575, 678 (3 hits)
python/cuml/cuml/experimental/hyperopt_utils/plotting_utils.py:73, 99 (2 hits)
python/cuml/umap_dev_tools/web_results_generation.py:326, 633 (2 hits)
python/cuml/cuml/accel/pytest_plugin.py:60
python/cuml/cuml/accel/runners.py:88
python/cuml/cuml/benchmark/gpu_check.py:38
python/cuml/cuml/benchmark/runners.py:227
Error handlingquality
medium Security checks cicd CI/CD security conf 0.90 Docker build context has no .dockerignore
Add .dockerignore with at least .git, .env, private keys, dependency folders, build outputs, and local databases.
.dockerignore CI/CD securitycontainers
high Security checks cicd CI/CD security conf 0.82 Docker final stage has no non-root USER
Add a non-root USER in the final runtime stage after files and permissions are prepared.
.devcontainer/Dockerfile:20 CI/CD securitycontainers
medium System graph hardware Security conf 1.00 Dockerfile runs as root: .devcontainer/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph cicd CI/CD security conf 1.00 4 occurrences GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
4 files, 4 locations
.github/workflows/build.yaml
.github/workflows/pr.yaml
.github/workflows/pr_issue_status_automation.yml
.github/workflows/test.yaml
CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in cpp/scripts/cuda-memcheck.py:64
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
cpp/scripts/cuda-memcheck.py:64 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in cpp/scripts/run-clang-tidy.py:89
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
cpp/scripts/run-clang-tidy.py:89 Subprocess shell true
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — cpp/scripts/cuda-memcheck.py:61
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — cpp/scripts/run-clang-tidy.py:89
`subprocess.check_output(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). Either auth lives in custom code, in a separate service, or is missing.
auth
low Security checks cicd CI/CD security conf 0.72 Dockerfile installs recommended OS packages
Add `--no-install-recommends` and explicitly list only packages the image needs.
.devcontainer/Dockerfile:11 CI/CD securitycontainers
low Security checks quality Quality conf 0.60 28 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
12 files, 14 locations
python/cuml/cuml/dask/solvers/cd.py:22, 36 (2 hits)
python/cuml/cuml/ensemble/randomforestregressor.py:129, 201 (2 hits)
cpp/include/cuml/linear_model/ridge_mg.hpp:21
cpp/include/cuml/solvers/cd_mg.hpp:29
cpp/src/glm/qn/simple_mat/sparse.hpp:27
python/cuml/cuml/covariance/ledoit_wolf.py:88
python/cuml/cuml/dask/common/part_utils.py:30
python/cuml/cuml/dask/decomposition/tsvd.py:109
duplicationquality
low System graph quality Maintenance conf 1.00 60 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph software Dead code candidate conf 1.00 File has no detected symbols: cpp/examples/dbscan/gen_dataset.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: cpp/examples/kmeans/prepare_input.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: cpp/examples/symreg/prepare_input.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: python/cuml/cuml/_version.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: python/cuml/cuml/benchmark/__main__.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: python/cuml/cuml/feature_extraction/_stop_words.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: python/cuml/cuml/feature_extraction/text.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: python/cuml/cuml_accel_tests/conftest.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph software Dead code candidate conf 1.00 File has no detected symbols: python/libcuml/libcuml/_version.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
low System graph quality Integrity conf 1.00 17 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: docs/source/conf.py:setup_redirects, docs/source/conf.py:setup This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
17 occurrences
repo-level (17 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: python/cuml/cuml/dask/solvers/cd.py:predict, python/cuml/cuml/dask/linear_model/ridge.py:predict, python/cuml/cuml/dask/linear_model/linear_regression.py:predict This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: python/cuml/cuml/dask/solvers/cd.py:fit, python/cuml/cuml/dask/linear_model/ridge.py:fit, python/cuml/cuml/dask/linear_model/logistic_regression.py:fit, python/cuml/cuml/dask/linear_model/elastic_net.py:fit This is *the* AI-coder failure mode (4× mor…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `coef_old` in python/cuml/cuml_accel_tests/integration/test_lasso.py:114
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `indices_copy` in python/cuml/cuml/_thirdparty/sklearn/utils/sparsefuncs.py:75
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `input_array_copy` in python/cuml/tests/test_array.py:151
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `make_copy` in python/cuml/cuml/internals/array.py:1142
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_check_array_copy` in python/cuml/tests/test_validation.py:781
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_pca_copy` in python/cuml/cuml_accel_tests/integration/test_pca.py:113
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_tfidf_transformer_copy` in python/cuml/tests/test_tfidf.py:65
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `X_copy` in python/cuml/cuml/_thirdparty/sklearn/utils/extmath.py:60
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_reduction
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/dask/ensemble/base.py:283
low System graph software Dead code conf 1.00 Possibly dead Python function: deco
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/common/doc_utils.py:370
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_knn_graph
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/common/sparsefuncs.py:261
low System graph software Dead code conf 1.00 Possibly dead Python function: fprime_f
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/tsa/batched_lbfgs.py:94
low System graph software Dead code conf 1.00 Possibly dead Python function: func_get
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/dask/neighbors/kneighbors_classifier.py:413
low System graph software Dead code conf 1.00 Possibly dead Python function: func_get
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/dask/neighbors/nearest_neighbors.py:221
low System graph software Dead code conf 1.00 Possibly dead Python function: hosts_to_parts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/dask/common/part_utils.py:22
low System graph software Dead code conf 1.00 Possibly dead Python function: is_dense
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/common/sparse_utils.py:26
low System graph software Dead code conf 1.00 Possibly dead Python function: linkcode_resolve
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/source/sphinxext/github_link.py:152
low System graph software Dead code conf 1.00 Possibly dead Python function: measure_gt_1
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/preprocessing/text/stem/porter_stemmer.py:546
low System graph software Dead code conf 1.00 Possibly dead Python function: nltk_condition
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/preprocessing/text/stem/porter_stemmer.py:329
low System graph software Dead code conf 1.00 Possibly dead Python function: num_outputs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/fil/compat.py:202
low System graph software Dead code conf 1.00 Possibly dead Python function: num_trees
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/fil/compat.py:205
low System graph software Dead code conf 1.00 Possibly dead Python function: original_condition
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/preprocessing/text/stem/porter_stemmer.py:355
low System graph software Dead code conf 1.00 Possibly dead Python function: plot_heatmap
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/experimental/hyperopt_utils/plotting_utils.py:12
low System graph software Dead code conf 1.00 Possibly dead Python function: plot_search_results
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/experimental/hyperopt_utils/plotting_utils.py:30
low System graph software Dead code conf 1.00 Possibly dead Python function: run_implementation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/umap_dev_tools/run_umap_debug.py:187
low System graph software Dead code conf 1.00 Possibly dead Python function: setup
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/source/conf.py:256
low System graph software Dead code conf 1.00 Possibly dead Python function: setup_redirects
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/source/conf.py:231
low System graph software Dead code conf 1.00 Possibly dead Python function: to_dask_df
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/dask/common/dask_df_utils.py:38
low System graph software Dead code conf 1.00 Possibly dead Python function: workers_to_parts
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
python/cuml/cuml/dask/common/part_utils.py:39
low System graph quality Integrity conf 1.00 Stub function `pass_func` (body is just `pass`/`return`) — python/cuml/cuml/benchmark/bench_helper_funcs.py:55
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `setFixtureParamNames` (body is just `pass`/`return`) — python/cuml/cuml/benchmark/automated/utils/utils.py:20
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: python/cuml/cuml/_thirdparty/sklearn/preprocessing/_data.py (3236 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: python/cuml/cuml/internals/validation.py (1601 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: python/cuml/cuml/naive_bayes/naive_bayes.py (1448 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: python/cuml/tests/test_metrics.py (2007 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: python/cuml/tests/test_validation.py (1993 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: python/cuml/umap_dev_tools/web_results_generation.py (1344 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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API access

This page is publicly accessible at: https://repobility.com/scan/b3d066e7-1cde-4e03-96f1-1c60f8282b9d/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/b3d066e7-1cde-4e03-96f1-1c60f8282b9d/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.