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rapidsai/cudf

https://github.com/rapidsai/cudf · scanned 2026-06-05 17:17 UTC (4 days, 22 hours ago) · 10 languages

725 raw signals (45 security + 680 graph) 11/13 scanners ran 36th percentile · Cpp · medium (20-100K LoC) System graph score 85 (lower by 23)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 22 hours ago · v2 · 256 actionable findings from 2 signal sources. 129 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
79.7
/100
Security checks
74
13 findings
System graph
85
100.0% cov · 243 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 0.0 0.20 0.00
documentation_score 74.0 0.15 11.10
practices_score 60.0 0.15 9.00
code_quality 79.0 0.10 7.90
Overall 1.00 62.0
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 19 Medium 5 Low 120 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 13 System graph 243 Crowd 0 Layer: Quality 192 Security 17 Cicd 3 Software 39 Api 1 Network 1 Hardware 2 Frontend 1

All 14050 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
setup software dead docs/dask_cudf/source/conf.py:91
clean_definitions software healthy docs/cudf/source/conf.py:89
clean_all_xml_files software healthy docs/cudf/source/conf.py:140
resolve_aliases software dead docs/cudf/source/conf.py:368
_generate_namespaces software healthy docs/cudf/source/conf.py:382
_cached_intersphinx_lookup software healthy docs/cudf/source/conf.py:478
on_missing_reference software dead docs/cudf/source/conf.py:496
linkcode_resolve software dead docs/cudf/source/conf.py:658
can_document_member software healthy docs/cudf/source/conf.py:726
add_directive_header software healthy docs/cudf/source/conf.py:736
add_content software healthy docs/cudf/source/conf.py:740
setup software dead docs/cudf/source/conf.py:762
visit_PandasCompat_node software dead docs/cudf/source/_ext/PandasCompat.py:28
depart_PandasCompat_node software dead docs/cudf/source/_ext/PandasCompat.py:32
run software healthy docs/cudf/source/_ext/PandasCompat.py:45
purge_PandasCompats software dead docs/cudf/source/_ext/PandasCompat.py:74
merge_PandasCompats software dead docs/cudf/source/_ext/PandasCompat.py:85
pandascompats software healthy docs/cudf/source/_ext/PandasCompat.py:99
clear_doc software dead docs/cudf/source/_ext/PandasCompat.py:102
merge_domaindata software dead docs/cudf/source/_ext/PandasCompat.py:105
process_doc software dead docs/cudf/source/_ext/PandasCompat.py:109
__init__ software healthy docs/cudf/source/_ext/PandasCompat.py:117
process software healthy docs/cudf/source/_ext/PandasCompat.py:127
create_reference software healthy docs/cudf/source/_ext/PandasCompat.py:153
resolve_reference software healthy docs/cudf/source/_ext/PandasCompat.py:174
setup software dead docs/cudf/source/_ext/PandasCompat.py:186
test_version_constants_are_populated software healthy python/cudf_kafka/cudf_kafka/tests/test_version.py:7
make_table software healthy python/cudf_streaming/cudf_streaming/tests/test_bloom_filte…
add_metadata software healthy python/cudf_streaming/cudf_streaming/tests/test_bloom_filte…
receive_metadata software healthy python/cudf_streaming/cudf_streaming/tests/test_bloom_filte…
bloom_pipeline software healthy python/cudf_streaming/cudf_streaming/tests/test_bloom_filte…
run_bloom_filter_pipeline software healthy python/cudf_streaming/cudf_streaming/tests/test_bloom_filte…
test_bloom_filter_roundtrip software healthy python/cudf_streaming/cudf_streaming/tests/test_bloom_filte…
test_bloom_filter_empty_build_filters_all software healthy python/cudf_streaming/cudf_streaming/tests/test_bloom_filte…
_mpi_comm software healthy python/cudf_streaming/cudf_streaming/tests/conftest.py:26
_ucxx_comm software healthy python/cudf_streaming/cudf_streaming/tests/conftest.py:41
comm software healthy python/cudf_streaming/cudf_streaming/tests/conftest.py:56
stream software healthy python/cudf_streaming/cudf_streaming/tests/conftest.py:75
context software healthy python/cudf_streaming/cudf_streaming/tests/conftest.py:81
source software healthy python/cudf_streaming/cudf_streaming/tests/test_read_parque…
make_filter software healthy python/cudf_streaming/cudf_streaming/tests/test_read_parque…
make_producer software healthy python/cudf_streaming/cudf_streaming/tests/test_read_parque…
get_expected software healthy python/cudf_streaming/cudf_streaming/tests/test_read_parque…
test_read_parquet software healthy python/cudf_streaming/cudf_streaming/tests/test_read_parque…
random_table software healthy python/cudf_streaming/cudf_streaming/tests/test_table_chunk…
test_roundtrip software healthy python/cudf_streaming/cudf_streaming/tests/test_table_chunk…
test_copy_roundtrip software healthy python/cudf_streaming/cudf_streaming/tests/test_table_chunk…
test_spillable_messages software healthy python/cudf_streaming/cudf_streaming/tests/test_table_chunk…
test_spillable_messages_by_context software healthy python/cudf_streaming/cudf_streaming/tests/test_table_chunk…
test_make_available_or_wait_already_available software healthy python/cudf_streaming/cudf_streaming/tests/test_table_chunk…

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
dependencies.yaml software healthy dependencies.yaml
CONTRIBUTING.md software healthy CONTRIBUTING.md
print_env.sh software healthy print_env.sh
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
build.sh software healthy build.sh
.coderabbit.yaml software healthy .coderabbit.yaml
pyproject.toml software healthy pyproject.toml
SECURITY.md software healthy SECURITY.md
CHANGELOG.md software healthy CHANGELOG.md
codecov.yml software healthy codecov.yml
README.md software healthy .devcontainer/README.md
Dockerfile software healthy .devcontainer/Dockerfile
devcontainer.json software healthy .devcontainer/cuda12.9-pip/devcontainer.json
devcontainer.json software healthy .devcontainer/cuda12.9-conda/devcontainer.json
devcontainer.json software healthy .devcontainer/cuda13.2-conda/devcontainer.json
devcontainer.json software healthy .devcontainer/cuda13.2-pip/devcontainer.json
Makefile software healthy docs/dask_cudf/Makefile
conf.py software healthy docs/dask_cudf/source/conf.py
README.md software healthy docs/cudf/README.md
Makefile software healthy docs/cudf/Makefile
conf.py software healthy docs/cudf/source/conf.py
index.md software healthy docs/cudf/source/developer_guide/index.md
profiling.md software healthy docs/cudf/source/cudf_polars/profiling.md
in_memory_engine.md software healthy docs/cudf/source/cudf_polars/in_memory_engine.md
usage.md software healthy docs/cudf/source/cudf_polars/usage.md
api.md software healthy docs/cudf/source/cudf_polars/api.md
memory_errors.md software healthy docs/cudf/source/cudf_polars/memory_errors.md
other_engines.md software healthy docs/cudf/source/cudf_polars/other_engines.md
developer_docs.md software healthy docs/cudf/source/cudf_polars/developer_docs.md
options.md software healthy docs/cudf/source/cudf_polars/options.md
spmd_engine.md software healthy docs/cudf/source/cudf_polars/spmd_engine.md
index.md software healthy docs/cudf/source/cudf_polars/index.md
default_singleton_engine.md software healthy docs/cudf/source/cudf_polars/default_singleton_engine.md
engines.md software healthy docs/cudf/source/cudf_polars/engines.md
dask_engine.md software healthy docs/cudf/source/cudf_polars/dask_engine.md
PandasCompat.md software healthy docs/cudf/source/cudf/PandasCompat.md
memory-profiling.md software healthy docs/cudf/source/cudf/memory-profiling.md
index.md software healthy docs/cudf/source/cudf/index.md
pandas-comparison.md software healthy docs/cudf/source/cudf/pandas-comparison.md
data-types.md software healthy docs/cudf/source/cudf/data-types.md
groupby.md software healthy docs/cudf/source/cudf/groupby.md
index.md software healthy docs/cudf/source/cudf/performance-comparisons/index.md
documentation.md software healthy docs/cudf/source/cudf/developer_guide/documentation.md
contributing_guide.md software healthy docs/cudf/source/cudf/developer_guide/contributing_guide.md
index.md software healthy docs/cudf/source/cudf/developer_guide/index.md
library_design.md software healthy docs/cudf/source/cudf/developer_guide/library_design.md
benchmarking.md software healthy docs/cudf/source/cudf/developer_guide/benchmarking.md
testing.md software healthy docs/cudf/source/cudf/developer_guide/testing.md
udf_memory_management.md software healthy docs/cudf/source/cudf/developer_guide/udf_memory_management…

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
PseudoLexer software healthy docs/cudf/source/conf.py:44
PLCIntEnumDocumenter software healthy docs/cudf/source/conf.py:718
PandasCompat software healthy docs/cudf/source/_ext/PandasCompat.py:20
PandasCompatList software healthy docs/cudf/source/_ext/PandasCompat.py:24
PandasCompatListDirective software healthy docs/cudf/source/_ext/PandasCompat.py:36
PandasCompatDirective software healthy docs/cudf/source/_ext/PandasCompat.py:41
PandasCompatDomain software healthy docs/cudf/source/_ext/PandasCompat.py:94
PandasCompatListProcessor software healthy docs/cudf/source/_ext/PandasCompat.py:116
CudfKafkaClient software healthy python/custreamz/custreamz/kafka.py:10
Consumer software healthy python/custreamz/custreamz/kafka.py:65
Custom software healthy python/custreamz/custreamz/tests/test_dataframes.py:723
CudfBackendEntrypoint software healthy python/dask_cudf/dask_cudf/backends.py:539
CudfEngine software healthy python/dask_cudf/dask_cudf/_legacy/io/parquet.py:31
NoOp software healthy python/dask_cudf/dask_cudf/io/parquet.py:92
CudfReadParquetFSSpec software healthy python/dask_cudf/dask_cudf/io/parquet.py:106
CudfReadParquetPyarrowFS software healthy python/dask_cudf/dask_cudf/io/parquet.py:220
CudfFusedIO software healthy python/dask_cudf/dask_cudf/io/parquet.py:444
CudfFusedParquetIO software healthy python/dask_cudf/dask_cudf/io/parquet.py:470
CudfFusedParquetIOHost software healthy python/dask_cudf/dask_cudf/io/parquet.py:508
RenameAxisCudf software healthy python/dask_cudf/dask_cudf/_expr/expr.py:33
ToCudfBackend software healthy python/dask_cudf/dask_cudf/_expr/expr.py:46
PatchCumulativeBlockwise software healthy python/dask_cudf/dask_cudf/_expr/expr.py:75
VarCudf software healthy python/dask_cudf/dask_cudf/_expr/expr.py:93
StructMethods software healthy python/dask_cudf/dask_cudf/_expr/accessors.py:5
ListMethods software healthy python/dask_cudf/dask_cudf/_expr/accessors.py:73
DecomposableCudfGroupbyAgg software healthy python/dask_cudf/dask_cudf/_expr/groupby.py:344
CudfGroupbyAgg software healthy python/dask_cudf/dask_cudf/_expr/groupby.py:411
ListAgg software healthy python/dask_cudf/dask_cudf/_expr/groupby.py:475
GroupBy software healthy python/dask_cudf/dask_cudf/_expr/groupby.py:525
SeriesGroupBy software healthy python/dask_cudf/dask_cudf/_expr/groupby.py:562
CudfFrameBase software healthy python/dask_cudf/dask_cudf/_expr/collection.py:29
DataFrame software healthy python/dask_cudf/dask_cudf/_expr/collection.py:83
Series software healthy python/dask_cudf/dask_cudf/_expr/collection.py:162
Index software healthy python/dask_cudf/dask_cudf/_expr/collection.py:186
HitCounter software healthy python/cudf_polars/tests/test_cache.py:43
E software healthy python/cudf_polars/tests/testing/test_asserts.py:45
State software healthy python/cudf_polars/tests/dsl/test_traversal.py:29
EngineFixtureParam software healthy python/cudf_polars/cudf_polars/testing/engine_utils.py:37
StreamingFallbackMode software healthy python/cudf_polars/cudf_polars/utils/config.py:113
Cluster software healthy python/cudf_polars/cudf_polars/utils/config.py:130
ParquetOptions software healthy python/cudf_polars/cudf_polars/utils/config.py:172
DynamicPlanningOptions software healthy python/cudf_polars/cudf_polars/utils/config.py:288
MemoryResourceConfig software healthy python/cudf_polars/cudf_polars/utils/config.py:338
SPMDContext software healthy python/cudf_polars/cudf_polars/utils/config.py:459
RayContext software healthy python/cudf_polars/cudf_polars/utils/config.py:487
DaskContext software healthy python/cudf_polars/cudf_polars/utils/config.py:509
StreamingExecutor software healthy python/cudf_polars/cudf_polars/utils/config.py:540
InMemoryExecutor software healthy python/cudf_polars/cudf_polars/utils/config.py:751
CUDAStreamPoolConfig software healthy python/cudf_polars/cudf_polars/utils/config.py:765
ConfigOptions software healthy python/cudf_polars/cudf_polars/utils/config.py:833

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
.devcontainer software healthy .devcontainer
cuda12.9-pip software healthy .devcontainer/cuda12.9-pip
cuda12.9-conda software healthy .devcontainer/cuda12.9-conda
cuda13.2-conda software healthy .devcontainer/cuda13.2-conda
cuda13.2-pip software healthy .devcontainer/cuda13.2-pip
docs software healthy docs
dask_cudf software healthy docs/dask_cudf
source software healthy docs/dask_cudf/source
cudf software healthy docs/cudf
source software healthy docs/cudf/source
developer_guide software healthy docs/cudf/source/developer_guide
cudf_polars software healthy docs/cudf/source/cudf_polars
cudf software healthy docs/cudf/source/cudf
performance-comparisons software healthy docs/cudf/source/cudf/performance-comparisons
developer_guide software healthy docs/cudf/source/cudf/developer_guide
io software healthy docs/cudf/source/cudf/io
pylibcudf software healthy docs/cudf/source/pylibcudf
_ext software healthy docs/cudf/source/_ext
cudf_pandas software healthy docs/cudf/source/cudf_pandas
notebooks software healthy notebooks
python software healthy python
cudf_kafka software healthy python/cudf_kafka
cudf_kafka software healthy python/cudf_kafka/cudf_kafka
tests software healthy python/cudf_kafka/cudf_kafka/tests
cudf_streaming software healthy python/cudf_streaming
cudf_streaming software healthy python/cudf_streaming/cudf_streaming
integrations software healthy python/cudf_streaming/cudf_streaming/integrations
tests software healthy python/cudf_streaming/cudf_streaming/tests
streaming software healthy python/cudf_streaming/cudf_streaming/streaming
custreamz software healthy python/custreamz
custreamz software healthy python/custreamz/custreamz
tests software healthy python/custreamz/custreamz/tests
dask_cudf software healthy python/dask_cudf
dask_cudf software healthy python/dask_cudf/dask_cudf
tests software healthy python/dask_cudf/dask_cudf/tests
_legacy software healthy python/dask_cudf/dask_cudf/_legacy
io software healthy python/dask_cudf/dask_cudf/_legacy/io
io software healthy python/dask_cudf/dask_cudf/io
tests software healthy python/dask_cudf/dask_cudf/io/tests
_expr software healthy python/dask_cudf/dask_cudf/_expr
cudf_polars software healthy python/cudf_polars
tests software healthy python/cudf_polars/tests
testing software healthy python/cudf_polars/tests/testing
utils software healthy python/cudf_polars/tests/utils
dsl software healthy python/cudf_polars/tests/dsl
containers software healthy python/cudf_polars/tests/containers
expressions software healthy python/cudf_polars/tests/expressions
streaming software healthy python/cudf_polars/tests/streaming
docs software healthy python/cudf_polars/docs
cudf_polars software healthy python/cudf_polars/cudf_polars

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
conda-cpp-checks cicd healthy .github/workflows/test.yaml
conda-cpp-tests cicd healthy .github/workflows/test.yaml
conda-cpp-benchmark-tests cicd healthy .github/workflows/test.yaml
conda-cpp-memcheck-tests cicd healthy .github/workflows/test.yaml
cpp-linters cicd healthy .github/workflows/test.yaml
conda-python-cudf-tests cicd healthy .github/workflows/test.yaml
conda-python-other-tests cicd healthy .github/workflows/test.yaml
conda-java-tests cicd healthy .github/workflows/test.yaml
conda-notebook-tests cicd healthy .github/workflows/test.yaml
wheel-tests-cudf cicd healthy .github/workflows/test.yaml
wheel-tests-dask-cudf cicd healthy .github/workflows/test.yaml
unit-tests-cudf-pandas cicd healthy .github/workflows/test.yaml
third-party-integration-tests-cudf-pandas cicd healthy .github/workflows/test.yaml
wheel-tests-cudf-polars cicd healthy .github/workflows/test.yaml
cudf-polars-polars-tests cicd healthy .github/workflows/test.yaml
narwhals-tests cicd healthy .github/workflows/test.yaml
trigger-racecheck cicd healthy .github/workflows/compute-sanitizer-trigger.yaml
trigger-synccheck cicd healthy .github/workflows/compute-sanitizer-trigger.yaml
process_artifacts cicd healthy .github/workflows/status.yaml
trigger-notifier cicd healthy .github/workflows/trigger-breaking-change-alert.yaml
spark-rapids-jni-build cicd healthy .github/workflows/spark-rapids-jni.yaml
triage cicd healthy .github/workflows/labeler.yml
discover-sanitizer-tests cicd healthy .github/workflows/compute-sanitizer-run.yaml
run-sanitizer-tests cicd healthy .github/workflows/compute-sanitizer-run.yaml
pandas-tests cicd healthy .github/workflows/pandas-tests.yaml
sync-release-fields cicd healthy .github/workflows/issue-release-scheduled.yml
get-project-id cicd healthy .github/workflows/pr_issue_status_automation.yml
update-status cicd healthy .github/workflows/pr_issue_status_automation.yml
get-release cicd healthy .github/workflows/pr_issue_status_automation.yml
update-release cicd healthy .github/workflows/pr_issue_status_automation.yml
add_assignees cicd healthy .github/workflows/auto-assign.yml
pr-builder cicd healthy .github/workflows/pr.yaml
telemetry-setup cicd healthy .github/workflows/pr.yaml
check-nightly-ci cicd healthy .github/workflows/pr.yaml
changed-files cicd healthy .github/workflows/pr.yaml
checks cicd healthy .github/workflows/pr.yaml
conda-cpp-build cicd healthy .github/workflows/pr.yaml
cpp-linters cicd healthy .github/workflows/pr.yaml
conda-cpp-checks cicd healthy .github/workflows/pr.yaml
conda-cpp-tests cicd healthy .github/workflows/pr.yaml
conda-python-build cicd healthy .github/workflows/pr.yaml
conda-python-build-noarch cicd healthy .github/workflows/pr.yaml
conda-python-cudf-tests cicd healthy .github/workflows/pr.yaml
conda-python-other-tests cicd healthy .github/workflows/pr.yaml
conda-java-tests cicd healthy .github/workflows/pr.yaml
conda-notebook-tests cicd healthy .github/workflows/pr.yaml
docs-build cicd healthy .github/workflows/pr.yaml
wheel-build-libcudf cicd healthy .github/workflows/pr.yaml
wheel-build-libcudf-streaming cicd healthy .github/workflows/pr.yaml
wheel-build-cudf-streaming cicd healthy .github/workflows/pr.yaml

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
5.2.0.10 network healthy dependencies.yaml
5.2.0.13 network healthy dependencies.yaml
127.0.0.1 network healthy python/dask_cudf/dask_cudf/io/tests/test_s3.py
41.168.0.1 network healthy python/cudf/cudf/tests/private_objects/test_column.py
41.197.0.1 network healthy python/cudf/cudf/tests/private_objects/test_column.py
127.0.0.8 network healthy python/cudf/cudf/tests/input_output/test_parquet.py
1.00.323.1 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
141.168.0.1 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
1.255.0.1 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
256.27.28.26 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
25.257.28.26 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
25.27.258.26 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
25.27.28.256 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
1.0.0.0 network healthy python/cudf/cudf/tests/series/accessors/test_str.py
12.168.1.1 network healthy python/cudf/cudf/core/accessors/string.py
10.0.0.1 network healthy python/cudf/cudf/core/accessors/string.py
255.255.255.255 network healthy python/cudf/cudf/core/accessors/string.py
123.45.67.890 network healthy python/pylibcudf/tests/test_string_convert_ipv4.py

LabelLayerStatusPath
gha::test cicd healthy .github/workflows/test.yaml
gha::compute-sanitizer-trigger cicd healthy .github/workflows/compute-sanitizer-trigger.yaml
gha::status cicd healthy .github/workflows/status.yaml
gha::trigger-breaking-change-alert cicd healthy .github/workflows/trigger-breaking-change-alert.yaml
gha::spark-rapids-jni cicd healthy .github/workflows/spark-rapids-jni.yaml
gha::labeler cicd healthy .github/workflows/labeler.yml
gha::compute-sanitizer-run cicd healthy .github/workflows/compute-sanitizer-run.yaml
gha::pandas-tests cicd healthy .github/workflows/pandas-tests.yaml
gha::issue-release-scheduled cicd healthy .github/workflows/issue-release-scheduled.yml
gha::pr_issue_status_automation cicd healthy .github/workflows/pr_issue_status_automation.yml
gha::auto-assign cicd healthy .github/workflows/auto-assign.yml
gha::pr cicd healthy .github/workflows/pr.yaml
gha::build cicd healthy .github/workflows/build.yaml

LabelLayerStatusPath
ADD_TO_PROJECT_GITHUB_TOKEN cicd healthy —
GITHUB_TOKEN cicd healthy —
CONDA_RAPIDSAI_NIGHTLY_TOKEN cicd healthy —
PROJECT_TOKEN cicd healthy —
NV_SLACK_BREAKING_CHANGE_NOTIFIER_APP cicd healthy —
CONDA_RAPIDSAI_TOKEN cicd healthy —
RAPIDSAI_PYPI_TOKEN cicd healthy —
CONDA_RAPIDSAI_WHEELS_NIGHTLY_TOKEN cicd healthy —

LabelLayerStatusPath
port:9000 network healthy python/cudf/cudf/tests/input_output/test_hdfs.py
port:10000 network healthy .github/workflows/test.yaml
port:10 network healthy .github/workflows/compute-sanitizer-trigger.yaml

LabelLayerStatusPath
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