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SEED-VT/titian-spark-provenance

https://github.com/SEED-VT/titian-spark-provenance · scanned 2026-06-16 00:06 UTC (2 months, 2 weeks ago)

15 raw signals (0 security + 15 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 11 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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77.8% cov · 11 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 2 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 11 Crowd 0 Layer: Hardware 3 Frontend 1 Security 1 Cicd 1 Quality 5

Exclude dismissed / FP Exclude test files

All 276 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.

Label	Layer	Status	Path
`mkdocs.yml`	software	healthy	`mkdocs.yml`
`README.md`	software	healthy	`README.md`
`LICENSE`	software	healthy	`LICENSE`
`Dockerfile`	software	healthy	`docker/Dockerfile`
`entrypoint.sh`	software	healthy	`docker/entrypoint.sh`
`usage.md`	software	healthy	`docs/usage.md`
`install.md`	software	healthy	`docs/install.md`
`bigsift.md`	software	healthy	`docs/bigsift.md`
`reference.md`	software	healthy	`docs/reference.md`
`developer-guide.md`	software	healthy	`docs/developer-guide.md`
`index.md`	software	healthy	`docs/index.md`
`tpcds.md`	software	healthy	`docs/tpcds.md`
`ablation.md`	software	healthy	`docs/ablation.md`
`ablation-results.md`	software	healthy	`docs/ablation-results.md`
`verify_ablation.sh`	software	healthy	`scripts/verify_ablation.sh`
`rdd_demo.scala`	software	healthy	`notebooks/rdd_demo.scala`
`SalesAnalysis.scala`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug/examples/SalesAnaly…`
`CaptureOverheadBenchmark.scala`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug/examples/CaptureOve…`
`AblationBenchmark.scala`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug/examples/AblationBe…`
`TPCDSCoverage.scala`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug/examples/TPCDSCover…`
`OrderCustomerJoin.scala`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug/examples/OrderCusto…`
`BigSiftDemo.scala`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug/examples/BigSiftDem…`
`bigsift.py`	software	healthy	`python/bigsift.py`
`titian.py`	software	healthy	`python/titian.py`
`run.sh`	software	healthy	`python/tests/run.sh`
`test_bigsift_pyspark.py`	software	healthy	`python/tests/test_bigsift_pyspark.py`
`test_titian_pyspark.py`	software	healthy	`python/tests/test_titian_pyspark.py`
`ci.yml`	software	healthy	`.github/workflows/ci.yml`
`gen_data.py`	software	healthy	`tpcds/gen_data.py`
`README.md`	software	healthy	`tpcds/README.md`
`q84.sql`	software	healthy	`tpcds/queries/q84.sql`
`q1.sql`	software	healthy	`tpcds/queries/q1.sql`
`q5.sql`	software	healthy	`tpcds/queries/q5.sql`
`q46.sql`	software	healthy	`tpcds/queries/q46.sql`
`q51.sql`	software	healthy	`tpcds/queries/q51.sql`
`q29.sql`	software	healthy	`tpcds/queries/q29.sql`
`q64.sql`	software	healthy	`tpcds/queries/q64.sql`
`q7.sql`	software	healthy	`tpcds/queries/q7.sql`
`q49.sql`	software	healthy	`tpcds/queries/q49.sql`
`q35.sql`	software	healthy	`tpcds/queries/q35.sql`
`q56.sql`	software	healthy	`tpcds/queries/q56.sql`
`q66.sql`	software	healthy	`tpcds/queries/q66.sql`
`q65.sql`	software	healthy	`tpcds/queries/q65.sql`
`q25.sql`	software	healthy	`tpcds/queries/q25.sql`
`q74.sql`	software	healthy	`tpcds/queries/q74.sql`
`q55.sql`	software	healthy	`tpcds/queries/q55.sql`
`q2.sql`	software	healthy	`tpcds/queries/q2.sql`
`q15.sql`	software	healthy	`tpcds/queries/q15.sql`
`q38.sql`	software	healthy	`tpcds/queries/q38.sql`
`q76.sql`	software	healthy	`tpcds/queries/q76.sql`

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

Label	Layer	Status	Path
`docker`	software	healthy	`docker`
`docs`	software	healthy	`docs`
`scripts`	software	healthy	`scripts`
`notebooks`	software	healthy	`notebooks`
`examples`	software	healthy	`examples`
`src`	software	healthy	`examples/src`
`main`	software	healthy	`examples/src/main`
`scala`	software	healthy	`examples/src/main/scala`
`edu`	software	healthy	`examples/src/main/scala/edu`
`vt`	software	healthy	`examples/src/main/scala/edu/vt`
`bigdebug`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug`
`examples`	software	healthy	`examples/src/main/scala/edu/vt/bigdebug/examples`
`python`	software	healthy	`python`
`tests`	software	healthy	`python/tests`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`
`tpcds`	software	healthy	`tpcds`
`queries`	software	healthy	`tpcds/queries`
`src`	software	healthy	`src`
`test`	software	healthy	`src/test`
`resources`	software	healthy	`src/test/resources`
`scala`	software	healthy	`src/test/scala`
`org`	software	healthy	`src/test/scala/org`
`apache`	software	healthy	`src/test/scala/org/apache`
`spark`	software	healthy	`src/test/scala/org/apache/spark`
`lineage`	software	healthy	`src/test/scala/org/apache/spark/lineage`
`sql`	software	healthy	`src/test/scala/org/apache/spark/sql`
`lineage`	software	healthy	`src/test/scala/org/apache/spark/sql/lineage`
`bigsift`	software	healthy	`src/test/scala/org/apache/spark/sql/bigsift`
`bigsift`	software	healthy	`src/test/scala/org/apache/spark/bigsift`
`main`	software	healthy	`src/main`
`scala`	software	healthy	`src/main/scala`
`org`	software	healthy	`src/main/scala/org`
`apache`	software	healthy	`src/main/scala/org/apache`
`spark`	software	healthy	`src/main/scala/org/apache/spark`
`util`	software	healthy	`src/main/scala/org/apache/spark/util`
`lineage`	software	healthy	`src/main/scala/org/apache/spark/lineage`
`util`	software	healthy	`src/main/scala/org/apache/spark/lineage/util`
`rdd`	software	healthy	`src/main/scala/org/apache/spark/lineage/rdd`
`sql`	software	healthy	`src/main/scala/org/apache/spark/sql`
`lineage`	software	healthy	`src/main/scala/org/apache/spark/sql/lineage`
`execution`	software	healthy	`src/main/scala/org/apache/spark/sql/execution`
`bigsift`	software	healthy	`src/main/scala/org/apache/spark/sql/bigsift`
`bigsift`	software	healthy	`src/main/scala/org/apache/spark/bigsift`
`java`	software	healthy	`src/main/java`
`org`	software	healthy	`src/main/java/org`
`apache`	software	healthy	`src/main/java/org/apache`
`spark`	software	healthy	`src/main/java/org/apache/spark`
`lineage`	software	healthy	`src/main/java/org/apache/spark/lineage`

Label	Layer	Status	Path
`ddmin`	software	healthy	`python/bigsift.py:37`
`fails`	software	healthy	`python/bigsift.py:43`
`__init__`	software	healthy	`python/bigsift.py:90`
`__repr__`	software	healthy	`python/bigsift.py:81`
`debug`	software	healthy	`python/bigsift.py:94`
`reproduces`	software	healthy	`python/bigsift.py:126`
`_as_row`	software	healthy	`python/bigsift.py:145`
`__init__`	software	healthy	`python/titian.py:74`
`ids`	software	healthy	`python/titian.py:45`
`at_scan`	software	healthy	`python/titian.py:50`
`go_back`	software	healthy	`python/titian.py:54`
`go_next`	software	healthy	`python/titian.py:58`
`show`	software	healthy	`python/titian.py:62`
`enable_capture`	software	healthy	`python/titian.py:78`
`disable_capture`	software	healthy	`python/titian.py:81`
`collect_with_lineage`	software	healthy	`python/titian.py:84`
`trace`	software	healthy	`python/titian.py:93`
`release_lineage`	software	healthy	`python/titian.py:100`
`check`	software	healthy	`python/tests/test_bigsift_pyspark.py:18`
`check`	software	healthy	`python/tests/test_titian_pyspark.py:19`
`main`	software	healthy	`tpcds/gen_data.py:16`

Label	Layer	Status	Path
`BigSiftResult`	software	healthy	`python/bigsift.py:75`
`BigSift`	software	healthy	`python/bigsift.py:87`
`TraceCursor`	software	healthy	`python/titian.py:38`
`Titian`	software	healthy	`python/titian.py:71`

Label	Layer	Status	Path
`test`	cicd	healthy	`.github/workflows/ci.yml`
`docs`	cicd	healthy	`.github/workflows/ci.yml`
`docker-notebooks`	cicd	healthy	`.github/workflows/ci.yml`

Label	Layer	Status	Path
`repobility-clone-u2amov5w`	software	healthy	`/tmp/repobility-clone-u2amov5w`

Label	Layer	Status	Path
`port:8888`	network	healthy	`docker/Dockerfile`

Label	Layer	Status	Path
`image::docker/Dockerfile`	hardware	healthy	`docker/Dockerfile`

Label	Layer	Status	Path
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`

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SEED-VT/titian-spark-provenance

Complete repo analysis

file 50+

directory 49

function 21

class 4

job 3

repo 1

port 1

container 1

pipeline 1