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feat(bigquery-jdbc): optimize memory footprint for JSON result set streaming - #13660

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Neenu1995 merged 12 commits into
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faster-json-path
Jul 14, 2026
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feat(bigquery-jdbc): optimize memory footprint for JSON result set streaming#13660
Neenu1995 merged 12 commits into
mainfrom
faster-json-path

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@Neenu1995 Neenu1995 commented Jul 6, 2026

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b/529436374

  • Centralizes row-unpacking logic into BigQueryFieldValueListWrapper using a static, stateless utility pattern to reduce object allocations during JSON result set parsing.
  • Pre-computes complex column flags (ARRAY, STRUCT, RANGE) outside the page-fetching loop in BigQueryStatement to avoid redundant per-row inspection.
  • Preserves raw FieldValue references for complex types (RANGE, ARRAY, STRUCT) during row unpacking to prevent improper string coercion.

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Neenu1995 requested review from a team as code owners July 6, 2026 17:31

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Code Review

This pull request introduces BigQueryJsonStreamParser to parse BigQuery REST JSON responses into lightweight Object[] row buffers, reducing JVM heap overhead and GC pause times. It also updates BigQueryFieldValueListWrapper and BigQueryStatement to support and utilize these lightweight row buffers. The review feedback highlights critical infinite loop vulnerabilities in the JSON parsing loops when handling truncated or abruptly ended streams, and suggests using standard Jackson parsing patterns with explicit null token checks. Additionally, the reviewer recommends chaining constructors to reduce code duplication and removing unused stream parsing methods from the production code.

@Neenu1995 Neenu1995 changed the title feat(bigquery-jdbc): optimize Standard API performance with streaming row parser feat(bigquery-jdbc): optimize memory footprint for JSON result set streaming Jul 7, 2026
Uninterruptibles.putUninterruptibly(
bigQueryFieldValueListWrapperBlockingQueue,
BigQueryFieldValueListWrapper.of(schema.getFields(), fieldValueList));
BigQueryFieldValueListWrapper.ofUnpackedRow(

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We already pass schema.getFields(), so we can just move isComplexColumn to be a part of BigQueryFieldValueListWrapper.of()? So no changes in statement, changes are scoped to the object itself

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BigQueryFieldValueListWrapper.of() is called once per row. Computing isComplexColumn that many times can be costly. It is ideal to call isComplexColumn once per query. Hence the current design.

I will keep the isComplexColumn in Statement but can eliminate the other change by reusing the of method instead of creating a new ofUnpackedRow method.

@Neenu1995
Neenu1995 requested a review from logachev July 13, 2026 16:37
@Neenu1995
Neenu1995 enabled auto-merge (squash) July 14, 2026 13:55
@Neenu1995
Neenu1995 merged commit 11f26d3 into main Jul 14, 2026
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@Neenu1995
Neenu1995 deleted the faster-json-path branch July 14, 2026 19:28
whowes pushed a commit that referenced this pull request Jul 30, 2026
🤖 I have created a release *beep* *boop*
---


<details><summary>1.89.0</summary>

##
[1.89.0](v1.88.0...v1.89.0)
(2026-07-29)


### Features

* **agentidentity:** onboard v1 and v1beta API versions
([#13796](#13796))
([1b1300d](1b1300d))
* **auth:** add JSpecify Null annotations to Auth
([#13842](#13842))
([f6f24d4](f6f24d4))
* **bigquery-jdbc:** add `SSLTrustStoreType` and `SSLTrustStoreProvider`
connection properties
([#13858](#13858))
([9449be1](9449be1))
* **bigquery-jdbc:** add otel trace and span IDs to local logs
([#13935](#13935))
([2801fbd](2801fbd))
* **bigquery-jdbc:** implement BigQueryParameterMetaData and dynamic
type mappings
([#13812](#13812))
([3d67dba](3d67dba))
* **bigquery-jdbc:** implement parameter setters in PreparedStatement
([#13792](#13792))
([94f7404](94f7404))
* **bigquery-jdbc:** Migrate `getImportedKeys` and `getCrossReference`
to BQ API
([#13692](#13692))
([082b046](082b046))
* **bigquery-jdbc:** migrate `getPrimaryKeys` to use BQ API
([#13691](#13691))
([1951f49](1951f49))
* **bigquery-jdbc:** OpenTelemetry integration in BQ JDBC
([#12902](#12902))
([af18f65](af18f65))
* **bigquery-jdbc:** optimize memory footprint for JSON result set
streaming
([#13660](#13660))
([11f26d3](11f26d3))
* **bigquery-jdbc:** standardize parameter handling and calendar
defensive copying across statement interfaces
([#13805](#13805))
([ccd13eb](ccd13eb))
* **bigtable:** add view_parameters support to BoundStatement
([#13673](#13673))
([d5cc437](d5cc437))
* **bigtable:** BigtableDataClientFactory session support
([#13829](#13829))
([284ce13](284ce13))
* **commerceproducer:** onboard v1beta API
([#13814](#13814))
([61b89b3](61b89b3))
* Default to least-in-flight balancing for Bigtable unary clients
([#13802](#13802))
([ac9ccd1](ac9ccd1))
* **firestore:** Add support for 16MB documents
([#13478](#13478))
([1b7c2e0](1b7c2e0))
* **gapic-generator:** add JSpecify Null annotations to the generator
classes
([#13769](#13769))
([843bd7c](843bd7c))
* **gapic-generator:** Add Nullable annotation to generated classes
([#13558](#13558))
([e3e9d0b](e3e9d0b))
* **gapic-generator:** Add NullMarked annotation to generated classes
([#13584](#13584))
([b7a8504](b7a8504))
* **gax-httpjson:** Add Post Quantum Cryptography (PQC) Support by
default via Conscrypt
([#13853](#13853))
([550df81](550df81))
* **gax-java:** add JSpecify Null annotations to gax
([#13799](#13799))
([65aee08](65aee08))
* **google/cloud/sql:** onboard a new library
([#13864](#13864))
([38e272e](38e272e))
* **google/maps/navconnect/v1:** onboard a new library
([#13927](#13927))
([2256394](2256394))
* **maps-isochrones:** onboard v1 API
([#13817](#13817))
([3037ab3](3037ab3))
* port secure_context testing support to executor proxy
([#13522](#13522))
([0f81bf0](0f81bf0))
* **productregistry:** onboard v1 API
([#13816](#13816))
([9517313](9517313))
* **storage:** allow checksum on appendable upload finalization
([#13833](#13833))
([ddf9add](ddf9add))
* **storage:** enable App-Centric Observability (ACO) support in Otel
([#13248](#13248))
([4329896](4329896))


### Bug Fixes

* **bigquery-jdbc:** Add PerConnectionHandler to list of excempted
logging classes
([#13888](#13888))
([50b3c24](50b3c24))
* **bigquery-jdbc:** add preferIPv4Stack to argLine for Kokoro
reliability
([#13923](#13923))
([d5e33d6](d5e33d6))
* **bigquery-jdbc:** add service resource transformer for standalone IT
([#13893](#13893))
([dc80fe8](dc80fe8))
* **bigquery-jdbc:** align metadata methods error handling with spec
([#13793](#13793))
([d85fb10](d85fb10))
* **bigquery-jdbc:** fix WriteAPI when running in restricted environment
([#13856](#13856))
([66ba925](66ba925))
* **bigquery-jdbc:** refine temporal timezone coercion and
PreparedStatement parameter setters
([#13813](#13813))
([6f68c4d](6f68c4d))
* **bigquery-jdbc:** resolve `ITOpenTelemetryTest` pipeline and trace
validation failures
([#13898](#13898))
([c18141d](c18141d))
* **bigquery-jdbc:** resolve failing otel IT in nightly
([#13915](#13915))
([ac79713](ac79713))
* **bigquery:** resultSet.getLong() does not truncate for large int64
values
([#13718](#13718))
([bc19822](bc19822))
* **bigquery:** support optional fields in BigLakeConfiguration to
prevent NPE on Iceberg/Lakehouse tables
([#13733](#13733))
([e2cca4d](e2cca4d))
* **bigtable:** add materialized view routing param to ReadRows and Sa…
([#13918](#13918))
([4ddf250](4ddf250))
* **bigtable:** bound SessionPoolImpl lock to prevent pod-wide wedge
([#13890](#13890))
([ed87a68](ed87a68))
* **bigtable:** fix session creation leaks
([#13887](#13887))
([d586d07](d586d07))
* **bigtable:** prevent ClientConfigurationManagerTest from wedging on…
([#13907](#13907))
([725086d](725086d))
* **bigtable:** stop installing DirectpathEnforcer on the directpath
pool
([#13880](#13880))
([5f2e056](5f2e056))
* **bom:** make release-note-generation Java 8 compatible
([#13837](#13837))
([bc18390](bc18390))
* **ci:** fix java-cloud-bom release-notes workflow errors
([#13682](#13682))
([b679835](b679835))
* deprecate resource detector
([#13844](#13844))
([aba4f01](aba4f01))
* **deps:** align logback versions and add java8 profile in storage
([#13678](#13678))
([7e57092](7e57092))
* do not start stream with direct executor
([#13945](#13945))
([630e790](630e790))
* fix java-cloud-bom README update workflow after monorepo migration
([#13892](#13892))
([5b8e295](5b8e295))
* **oauth2_http:** Avoid retrying on 4xx errors during GCE metadata ping
([#13715](#13715))
([537c16c](537c16c))
* regenerate
([#13714](#13714))
([8a72860](8a72860))
* regenerate libraries
([#13703](#13703))
([a29ea79](a29ea79)),
refs
[#13690](#13690)
* **release:** handle missing release tags gracefully in
release-note-generation
([#13795](#13795))
([43005fb](43005fb))
* **release:** resolve first-party-dependencies SNAPSHOT in
libraries-bom
([#13790](#13790))
([d5bfe21](d5bfe21))
* **spanner:** avoid data race on DIRECTPATH_CHANNEL_CREATED by using
volatile
([#13727](#13727))
([1e05ea5](1e05ea5))
* **spanner:** prevent fastpath tablet routing flaps
([#13803](#13803))
([4dabdac](4dabdac))
* **storage:** BidiAppendableUpload Takeover operation fixes
([#13776](#13776))
([f2d0474](f2d0474))
* **storage:** correctly insert explicit nulls for json patch updates
([#13716](#13716))
([4fb3f4b](4fb3f4b))
* update group id mapping
([#13698](#13698))
([50a72e1](50a72e1))
* use a new managed channel builder when creating channels
([#13684](#13684))
([a049999](a049999))


### Performance Improvements

* **bigquery-jdbc:** optimize getExportedKeys performance using hybrid
metadata lookup
([#13734](#13734))
([c9738ea](c9738ea))


### Dependencies

* Add Conscrypt to shared-deps
([#13838](#13838))
([05ce6ce](05ce6ce))
* move conscrypt from third-party-dependencies POM to gax-java POM
([#13948](#13948))
([1e634ec](1e634ec))
* **shared-deps:** migrate awaitility to shared-dependencies
([#13671](#13671))
([abb91ef](abb91ef))
* **shared-deps:** switch conscrypt shared dependency to
conscrypt-openjdk-uber
([#13845](#13845))
([2e3f208](2e3f208))
* Update gRPC-Java to v1.82.2
([#13877](#13877))
([da228d8](da228d8))
* Update http-client to v2.2.0
([#13854](#13854))
([334a2c5](334a2c5))
* Update Protobuf-Java to v4.33.6
([#13876](#13876))
([5c6478c](5c6478c))
* Upgrade Guava to v33.6.0-jre
([#13875](#13875))
([41a7a52](41a7a52))


### Documentation

* add ErrorProne and NullAway integration guide and JSpecify migration
playbook
([#13882](#13882))
([d5ea739](d5ea739))
* add JSpecify nullness guidelines to AGENTS.md
([#13881](#13881))
([54b846b](54b846b))
</details>

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
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