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Title: SK-3118: FlowDB support for Python SDK (skyflow-flowvault) + module segregation by saileshwar-skyflow · Pull Request #276 · skyflowapi/skyflow-python · GitHub

Open Graph Title: SK-3118: FlowDB support for Python SDK (skyflow-flowvault) + module segregation by saileshwar-skyflow · Pull Request #276 · skyflowapi/skyflow-python

X Title: SK-3118: FlowDB support for Python SDK (skyflow-flowvault) + module segregation by saileshwar-skyflow · Pull Request #276 · skyflowapi/skyflow-python

Description: Summary Adds FlowDB (Flow DB vault) support to the Python SDK as a new published package, skyflow-flowvault, and segregates the repo into independently-built modules. Modules common/ — shared insert/validation/logging/auth logic. skyvault/ — the existing Privacy DB SDK (published as skyflow), renamed from v2/. flowvault/ — new Flow DB SDK (published as skyflow-flowvault-python), built on the regenerated Fern REST client. flowvault operations Unary: insert, get (single- and multi-table), update, delete, detokenize, query — all returning a unified records list with normalized tokens / hashed_data / metadata. Bulk: bulk_insert / bulk_detokenize (sync + async) with env-var-driven batching and concurrency, order-preserving indexing, and records_to_retry() / tokens_to_retry() helpers. Typed request/response data classes (InsertRequestRecord, UpsertOptions, ColumnRedaction, bulk request/response/summary types). Docs & samples (Java-style layout) Thin root README.md router → per-module comprehensive READMEs (flowvault/README.md, skyvault/README.md). Each setup.py reads its own module README for the PyPI long_description. Per-module samples/ trees (samples excluded from wheel + sdist via find_packages(exclude=[...]) and MANIFEST.in prune samples). flowvault/CONTRACT_SHAPES.md request/response JSON reference. Build / CI Module-aware ci-scripts (bump_version.sh, current_module_version.sh). .github/workflows updated for per-module builds (adds pr.yml, pr-flowvault.yml; retires beta-release.yml, ci.yml). Testing flowvault unit tests pass (incl. large-payload batching/indexing). v3 contract suite passes. Verified samples are absent from the built wheel and sdist, and that each module's PyPI long_description resolves to its own README. 🤖 Generated with Claude Code

Open Graph Description: Summary Adds FlowDB (Flow DB vault) support to the Python SDK as a new published package, skyflow-flowvault, and segregates the repo into independently-built modules. Modules common/ — shared inse...

X Description: Summary Adds FlowDB (Flow DB vault) support to the Python SDK as a new published package, skyflow-flowvault, and segregates the repo into independently-built modules. Modules common/ — shared inse...

Opengraph URL: https://github.com/skyflowapi/skyflow-python/pull/276

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cadf5d4 SK-2954: Split skyflow-python into common/v2/v3 build variants, add f… saileshwar-skyflow Jul 7, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/cadf5d40a0661f0e83cdcbd83c2b937448d53aae
10506c8 SK-2954: Rename v3 SDK to flowvault, import package to skyflow_flowvault saileshwar-skyflow Jul 7, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/10506c88f94786037c7cfcadedcd97343ec446fe
424b64b SK-2954: Unify shared insert/validation/logging logic into common, ad… saileshwar-skyflow Jul 8, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/424b64bd077ebd8baf7f02b24b0dc29cf76628f8
c94ece5 SK-2954: Add ISkyflow/IVaultController/IVaultClient interfaces, type … saileshwar-skyflow Jul 9, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/c94ece5d11123529ffc8f87c593cc5da6fa67b45
93bf20b SK-2954: Rename insert records->values, drop Upsert class for a dict … saileshwar-skyflow Jul 9, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/93bf20bccca1025f639b327170d960b13da78756
eb54bad SK-2954: Guard BaseSkyflow against direct instantiation saileshwar-skyflow Jul 10, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/eb54badcfba3631d7ab6b52cdd5ac6a0a264a97f
8305904 SK-2954: Fix CI workflows still targeting v3, allow empty insert values saileshwar-skyflow Jul 10, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/83059040bdeb1b8b1e9d647fe3a6616446117980
0c23a50 SK-2954: Fix flowvault CI coverage install and semgrep generated-code… saileshwar-skyflow Jul 10, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/0c23a50d6aa8cdc1038301588f9f236a0b577a65
2d8c05c SK-2954: Add coverage to test-common, fix semgrep sensitive-info fals… saileshwar-skyflow Jul 10, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/2d8c05c05a8c3ca3273db848e77ba3f0a9d1ea11
e9ad4da SK-2954: Remove explanatory comments from a few files saileshwar-skyflow Jul 13, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/e9ad4da31041e3be96f0770d9298f834ad9d7a93
ebc71d4 SK-2954: Split ISkyflow into BaseSkyflow/BaseSkyflowImpl, make connec… saileshwar-skyflow Jul 13, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/ebc71d45aa789efeff463b7facc2c1fcd617c8df
9ac57f4 SK-2972: Implement get, update, delete, detokenize, tokenize for flow… saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/9ac57f47486848c7172bbaaf54279862c6f0532c
dc9129d Merge origin/main into flowdb branch; apply SK-3039 into skyvault via… saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/dc9129defb518b4562314982aec1375ac5de6b8e
dd72898 SK-3118: Run all modules in shared PR tests; fix common namespace import saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/dd72898b9c6e474fa73656ee7d72f0b709385674
ce2d3ab SK-3118: Exclude Fern-generated code from coverage and Semgrep scanning saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/ce2d3ab24b4938ee5b3ea881ca8a9860f74cb433
8ef7674 SK-3118: Clear workflow shell-injection finding; set realistic codeco… saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/8ef767413463330da847f7b71fb29c9c7d5187da
0545832 SK-3118: Add griffe public-API contract tests for skyvault and flowvault saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/05458320522bdbbb17e330a23fe68847fa8f5425
43c914a SK-3118: Run contract tests on Python 3.10 (griffe requires >= 3.10) saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/43c914a4cb40b1749e600343a5f22fd9425b663d
d63741a SK-3118: Drop skyvault release guard from contract tests for Java parity saileshwar-skyflow Sep 1, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/d63741ad886447aa59e508829e1b85f086db287c
04161d4 SK-3118: Close flowvault coverage gaps and code-review cleanups saileshwar-skyflow Sep 2, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/04161d41fb9fae8b94b1303a95eb5192e3936cbe
524069e SK-3118: Rename flowvault distribution to skyflow-flowvault-python saileshwar-skyflow Sep 2, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/524069eedf048269f9bcf188ac594fad8ee5b94b
de1574a SK-3118: Rename bulk record to BulkInsertRequestRecord, add tokens & … saileshwar-skyflow Sep 2, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/de1574a66f4fc0162e46be7642887ea5435a8194
78b164a SK-3118: Add bulk custom request headers and Java timeout/retry parity saileshwar-skyflow Sep 2, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/78b164a967c269b9fa3d28de9f81dc5d6deaf419
0bfbdd1 SK-3118: Add Java flowvault vault and service-account samples saileshwar-skyflow Sep 2, 2026 https://github.com/skyflowapi/skyflow-python/pull/276/commits/0bfbdd1cba679144d159ba6c02f508fd09d61f33
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