Add blog post for v1.0.0-rc.5

website/blog/releases/v1.0-rc.5.md

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+---
+date: 2025-01-13
+title: 'Spice v1.0-rc.5 (Jan 13, 2025)'
+type: blog
+authors: [ewgenius]
+categories: [release]
+tags: [gpu, cuda, metal, cli, dynamodb, dremio, spark, snowflake]
+---
+
+Announcing the release of Spice v1.0-rc.5 🛠️
+
+Spice v1.0.0-rc.5 is the fifth release candidate for the first major version of Spice.ai OSS. This release focuses production readiness and critical bug fixes. In addition, a new DynamoDB data connector has been added along with automatic detection for GPU acceleration when running Spice using the CLI.
+
+## Highlights in v1.0-rc.5
+
+- **Automatic GPU Acceleration Detection:** Automatically detect and utilize GPU acceleration when running by CLI. Install AI components locally using the CLI command `spice install ai`. Currently supports NVIdia CUDA and Apple Metal (M-series).
+
+- **DynamoDB Data Connector:** Query AWS DynamoDB tables using SQL with the new DynamoDB Data Connector.
+
+```yaml
+datasets:
+  - from: dynamodb:users
+    name: users
+    params:
+      dynamodb_aws_region: us-west-2
+      dynamodb_aws_access_key_id: ${secrets:aws_access_key_id}
+      dynamodb_aws_secret_access_key: ${secrets:aws_secret_access_key}
+    acceleration:
+      enabled: true
+```
+
+```console
+sql> describe users;
++----------------+-----------+-------------+
+| column_name    | data_type | is_nullable |
++----------------+-----------+-------------+
+| created_at     | Utf8      | YES         |
+| date_of_birth  | Utf8      | YES         |
+| email          | Utf8      | YES         |
+| account_status | Utf8      | YES         |
+| updated_at     | Utf8      | YES         |
+| full_name      | Utf8      | YES         |
+| ...                                      |
++----------------+-----------+-------------+
+```
+
+- **File Data Accelerator:** Graduated to [Stable](https://github.com/spiceai/spiceai/blob/trunk/docs/criteria/stable/rc.md).
+
+- **Dremio Data Connector:** Graduated to [Release Candidate (RC)](https://github.com/spiceai/spiceai/blob/trunk/docs/criteria/connectors/rc.md).
+
+- **Spice.ai, Spark, and Snowflake Data Connectors:** Graduated to [Beta](https://github.com/spiceai/spiceai/blob/trunk/docs/criteria/connectors/beta.md).
+
+## Dependencies
+
+No major dependency changes.
+
+## Contributors
+
+- @Jeadie
+- @phillipleblanc
+- @ewgenius
+- @peasee
+- @Sevenannn
+- @lukekim
+
+## What's Changed
+
+```text
+* Update acknowledgements by @github-actions in https://github.com/spiceai/spiceai/pull/4190
+* Ensure non-nullity of primary keys in `MemTable`; check validity of initial data. by @Jeadie in https://github.com/spiceai/spiceai/pull/4158
+* Bump version to v1.0.0 stable by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4191
+* Fix metal + models download by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4193
+* Update spice.ai connector beta roadmap by @ewgenius in https://github.com/spiceai/spiceai/pull/4194
+* feat: verify on zero results snapshots by @peasee in https://github.com/spiceai/spiceai/pull/4195
+* Add throughput test module to `test-framework` by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4196
+* Update Spice.ai TPCH snapshots by @ewgenius in https://github.com/spiceai/spiceai/pull/4202
+* Replace all usage of `lazy_static!` with `LazyLock` by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4199
+* Fix model + metal download by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4200
+* Run Clickbench for Dremio by @Sevenannn in https://github.com/spiceai/spiceai/pull/4138
+* Update openapi.json by @github-actions in https://github.com/spiceai/spiceai/pull/4205
+* Fix the typo in connector stable criteria by @Sevenannn in https://github.com/spiceai/spiceai/pull/4213
+* feat: Add throughput test example by @peasee in https://github.com/spiceai/spiceai/pull/4214
+* feat: calculate throughput test query percentiles by @peasee in https://github.com/spiceai/spiceai/pull/4215
+* feat: Add throughput test to actions by @peasee in https://github.com/spiceai/spiceai/pull/4217
+* Implement DynamoDB Data Connector by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4218
+* 1.0 doc updates by @lukekim in https://github.com/spiceai/spiceai/pull/4181
+* Improve clarity and concison of use-cases by @lukekim in https://github.com/spiceai/spiceai/pull/4220
+* Remove macOS Intel build by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4221
+* fix: Test operator throughput test workflow by @peasee in https://github.com/spiceai/spiceai/pull/4222
+* DynamoDB: Automatically load AWS credentials from IAM roles if access key not provided by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4226
+* File connector clickbench snapshots results by @ewgenius in https://github.com/spiceai/spiceai/pull/4225
+* Spice.ai Catalog Connector by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4204
+* feat: Add test framework metrics collection by @peasee in https://github.com/spiceai/spiceai/pull/4227
+* Add badges for build/test status on README.md by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4228
+* Release Dremio to RC by @Sevenannn in https://github.com/spiceai/spiceai/pull/4224
+* feat: Add more test spicepods by @peasee in https://github.com/spiceai/spiceai/pull/4229
+* feat: Add load test to testoperator by @peasee in https://github.com/spiceai/spiceai/pull/4231
+* Add TSV format to all `object_store`-based connectors by @Jeadie in https://github.com/spiceai/spiceai/pull/4192
+* Move test-framework to dev-dependencies for Runtime by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4230
+* Document limitation for correlated subqueries in TPCH for Spice.ai connector by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4235
+* Changes for CUDA by @Jeadie in https://github.com/spiceai/spiceai/pull/4130
+* fix: Collect batches from test framework, load test updates by @peasee in https://github.com/spiceai/spiceai/pull/4234
+* Suppress opentelemetry_sdk warnings - they aren't useful by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4243
+* fix: Set dataset status first, update test framework by @peasee in https://github.com/spiceai/spiceai/pull/4244
+* feat: Re-enable defaults on test spicepods by @peasee in https://github.com/spiceai/spiceai/pull/4248
+* Add usage for streaming local models; Fix spice chat usage bar TPS expansion by @Jeadie in https://github.com/spiceai/spiceai/pull/4232
+* refactor: Use composite testoperator setup, add query overrides by @peasee in https://github.com/spiceai/spiceai/pull/4246
+* Enable expand_views_at_output for DF optimizer and transform schema to expanded view types by @ewgenius in https://github.com/spiceai/spiceai/pull/4237
+* Add throughput test spicepod for databricks delta mode connector by @Sevenannn in https://github.com/spiceai/spiceai/pull/4241
+* Spark data connector - update and enable TPCH and TPCDS benchmarks by @ewgenius in https://github.com/spiceai/spiceai/pull/4240
+* Increase the timeout minutes of load test to 10 hours by @Sevenannn in https://github.com/spiceai/spiceai/pull/4254
+* Improve partition column counts error for delta table by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4247
+* Add e2e test for databricks catalog connector (mode: delta_lake) by @Sevenannn in https://github.com/spiceai/spiceai/pull/4255
+* Spark connector integration tests by @ewgenius in https://github.com/spiceai/spiceai/pull/4256
+* Run benchmark test with the new test framework by @Sevenannn in https://github.com/spiceai/spiceai/pull/4245
+* Configure databricks delta secrets to run load test by @Sevenannn in https://github.com/spiceai/spiceai/pull/4257
+* Support `properties` for emitted telemetry by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4249
+* feat: Add `ready_wait` test operator workflow input by @peasee in https://github.com/spiceai/spiceai/pull/4259
+* Handle 'LargeStringArray' for embedding tables by @Jeadie in https://github.com/spiceai/spiceai/pull/4263
+* `llms` tests for alpha/beta model criteria  by @Jeadie in https://github.com/spiceai/spiceai/pull/4261
+* Configurable runner type for load and throughput tests by @ewgenius in https://github.com/spiceai/spiceai/pull/4262
+* Handle NULL partition columns for Delta Lake tables by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4264
+* Add integration test for Snowflake by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4266
+* Add Snowflake TPCH queries by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4268
+* Handle `LargeStringArray` in `v1/search`. by @Jeadie in https://github.com/spiceai/spiceai/pull/4265
+* Fix `build_cuda` in Update spiced_docker.yml by @Jeadie in https://github.com/spiceai/spiceai/pull/4269
+* Run Snowflake benchmark in GitHub Actions by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4270
+* Allow Snowflake query override for CI tests by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4271
+* Don't run GPU builds for trunk by @Jeadie in https://github.com/spiceai/spiceai/pull/4272
+* Fix InvalidTypeAction not working by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4273
+* Add xAI key to llm integration tests by @Jeadie in https://github.com/spiceai/spiceai/pull/4274
+* Update openai snapshots by @Jeadie in https://github.com/spiceai/spiceai/pull/4275
+* Fix federation bug for correlated subqueries by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4276
+* Update end_game.md by @ewgenius in https://github.com/spiceai/spiceai/pull/4278
+* Promote Snowflake to Beta by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4277
+* Set version to 1.0.0-rc.5 by @ewgenius in https://github.com/spiceai/spiceai/pull/4283
+* Update cargo.lock by @ewgenius in https://github.com/spiceai/spiceai/pull/4285
+* Update spice.ai data connector snapshots by @ewgenius in https://github.com/spiceai/spiceai/pull/4281
+* Promote the Spice.ai Data Connector to Beta by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4282
+* Revert change to  `integration_models__models__search__openai_chunking_response.snap` by @Jeadie in https://github.com/spiceai/spiceai/pull/4279
+* Allow for a subset of build artifacts to be published to minio by @Jeadie in https://github.com/spiceai/spiceai/pull/4280
+* Promote File Data Connector to Stable by @ewgenius in https://github.com/spiceai/spiceai/pull/4286
+* Add Iceberg to Supported Catalogs by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4287
+* Update openapi.json by @github-actions in https://github.com/spiceai/spiceai/pull/4289
+* Fix Spark benchmark credentials, add back overrides by @ewgenius in https://github.com/spiceai/spiceai/pull/4295
+* Promote Spark Data Connector to Beta by @ewgenius in https://github.com/spiceai/spiceai/pull/4296
+* Add Dremio throughput test spicepod by @Sevenannn in https://github.com/spiceai/spiceai/pull/4233
+* Add error message for invalid databricks mode parameter by @Sevenannn in https://github.com/spiceai/spiceai/pull/4299
+* Fix pre-release check to look for `build` string by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4300
+* Promote databricks catalog connector (mode: delta_lake) to beta by @Sevenannn in https://github.com/spiceai/spiceai/pull/4301
+* Properly delegate `load_table` to Rest Catalog by @phillipleblanc in https://github.com/spiceai/spiceai/pull/4303
+* Update acknowledgements by @github-actions in https://github.com/spiceai/spiceai/pull/4302
+* docs: Update ROADMAP.md by @peasee in https://github.com/spiceai/spiceai/pull/4306
+* v1.0.0-rc.5 Release Notes by @ewgenius in https://github.com/spiceai/spiceai/pull/4298
+
+**Full Changelog**: https://github.com/spiceai/spiceai/compare/v1.0.0-rc.4...v1.0.0-rc.5
+```
+
+## Resources
+
+- [Getting started with Spice.ai](https://docs.spiceai.org/getting-started/)
+- [Documentation](https://docs.spiceai.org/)
+
+## Community
+
+Spice.ai started with the vision to make AI easy for developers. We are building Spice.ai in the open and with the community. Reach out on Discord or by email to get involved.
+
+- Twitter: [@spice_ai](https://twitter.com/spice_ai)
+- Discord: [https://discord.gg/kZnTfneP5u](https://discord.gg/kZnTfneP5u)
+- Telegram: [Spice AI Discussion](https://t.me/spiceaichat)
+- Reddit: [https://www.reddit.com/r/spiceai](https://www.reddit.com/r/spiceai)
+- Email: [hey@spice.ai](mailto:hey@spice.ai)