JohnSnowLabs/spark-nlp

• First survey — no prior run to compare against. CAI 66.

• Code Health 99
• Architecture 96
• Maturity 72
• Readiness 46
• Security 87
• Domain Modelling 100

• 300 commits — 273 feature/other, 27 fixes

• src/main — 87 commits
• (root) — 36 commits
• examples/python — 29 commits
• python/sparknlp — 25 commits
• src/test — 24 commits
• docs/api — 22 commits
• python/test — 18 commits
• docs/en — 15 commits
• docs/_posts — 14 commits
• .github/workflows — 10 commits
• conda/meta.yaml — 5 commits
• project/Dependencies.scala — 4 commits
• docs/_data — 2 commits
• scripts/colab_setup.sh — 2 commits
• (repo) — 1 commit
• .github/ISSUE_TEMPLATE — 1 commit
• docs/Gemfile — 1 commit
• docs/_config.yml — 1 commit
• docs/_frontend — 1 commit
• docs/assets — 1 commit

• fix: Adding perfered engine to pretrained and minor fixes (#14689)
• fix: AutoGGUFModel: fix type annotations on python side
• fix: AutoGGUFVisionModel notebook minor fixes [skip test]
• fix: Fix Features test
• fix: Fix ReaderAssemblerTest PDF test failing
• fix: Fix Spark NLP example notebooks (#14620)
• fix: Fix default pretrained gemma3 model
• fix: Fix google colab link on Readers Notebooks
• fix: Fix out of memory error when copying big models to a cloud storage
• fix: Fix python tests
• fix: Fix tests for LightPipeline bug fix
• fix: LightPipeline with IDs: Fix Scala Map metadata
• fix: Revert "Updating class of skipPerferredEngine in scala"
• fix: Revert "setting skipPerferredEngine to True in AutoGGUFModel and AutoGGUFVisionModel"
• fix: [SPARKNLP-1174] Fix reading as text file content
• fix: [SPARKNLP-1260] Fix python test files path
• fix: [SPARKNLP-1280] Python side: fix pretrained model AutoGGUFVision
• fix: [SPARKNLP-1297] AutoGGUF python tests fix warning
• fix: [SPARKNLP-1297] NerDLGraphChecker: Fix tests for pyspark 3.3
• fix: [SPARKNLP-1309] Fix repeating tokens in WordEmbeddings
• …and 280 more

• 0 containers · 2 bounded contexts · 0 dependency edges (baseline)

Written by watchdog.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.

JohnSnowLabs/spark-nlp was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point a surveyor at a repository you know and see whether you agree with it.