Spice v0.18-beta (Sep 16, 2024)
Announcing the release of Spice v0.18-beta.
The v0.18.0-beta release adds new Sharepoint and File data connectors, introduces AWS Identity and Access Management (IAM) support for the S3 Data Connector, improves performance of the GitHub connector, and increases the overall reliability of all data accelerators. The /ready API endpoint was enhanced to report as ready only when all components, including loaded data, have successfully reported readiness.
Highlights in v0.18.0-beta
Sharepoint Data Connector: Use from: sharepoint: to access and accelerate documents stored in Microsoft 365 OneDrive for Business (Sharepoint). The CLI also includes a new spice login sharepoint to aid in local development and testing.
Example spicepod.yml:
datasets:
- from: sharepoint:drive:Documents/path:/important_documents/
name: important_documents
params:
sharepoint_client_id: ${secrets:SPICE_SHAREPOINT_CLIENT_ID}
sharepoint_tenant_id: ${secrets:SPICE_SHAREPOINT_TENANT_ID}
sharepoint_client_secret: ${secrets:SPICE_SHAREPOINT_CLIENT_SECRET}
See the Sharepoint Data Connector documentation.
AWS Identity and Access Management (IAM) for S3: A new s3_auth parameter for the s3 data connector to configure the authentication method to use when connecting to S3. Supported values are public, key, and iam_role. Use s3_auth: iam_role to assume the instance IAM role.
Example spicepod.yml:
datasets:
- from: s3://my-bucket
name: bucket
params:
s3_auth: iam_role # Assume IAM role of instance
See the S3 Data Connector documentation.
File Data Connector Use from: file: to query files stored by locally accessible filesystems.
Example spicepod.yml:
datasets:
- from: file://path/to/customer.parquet
name: customer
params:
file_format: parquet
See the File Data Connector documentation.
Improved /ready Api Now includes the initial data load for accelerated datasets in addition to component readiness to ensure readiness is only reported when data has loaded and can be successfully queried.
Breaking Changes
-
GitHub Data Connector: The data type for time-related columns has changed from
Utf8toTimestamp. To upgrade, data type references to timestamp. For example, if usingtime_format:, change uses oftime_format: ISO8601totime_format: timestamp. -
Ready API: The
/readyAPI reports ready only when all components have reported ready and data is fully loaded. To upgrade, evaluate uses of the Ready API (such as Kubernetes readiness probes) and consider how it might affect system behavior.
Dependencies
No major dependencies updates.
Contributors
- @phillipleblanc
- @Jeadie
- @lukekim
- @sgrebnov
- @peasee
- @eltociear
- @Sevenannn
- @ewgenius
- @karifabri
New Contributors
- @karifabri made their first contribution in https://github.com/spiceai/spiceai/pull/2601
What's Changed
- Update spicepod.schema.json by @github-actions in https://github.com/spiceai/spiceai/pull/2585
- Set helm to v0.17.4-beta by @ewgenius in https://github.com/spiceai/spiceai/pull/2595
- Bump to next v0.18.0-beta version by @ewgenius in https://github.com/spiceai/spiceai/pull/2596
- Add snapshot test docs / Update beta criteria for data accelerators by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2594
- Enable federation for accelerated queries (sqlite, duckdb, postgres) by @sgrebnov in https://github.com/spiceai/spiceai/pull/2598
- spelling updates on v0.17.4 release notes by @karifabri in https://github.com/spiceai/spiceai/pull/2601
- Update endgame template by @ewgenius in https://github.com/spiceai/spiceai/pull/2591
- fix: Re-attach DuckDB attachments on each query by @peasee in https://github.com/spiceai/spiceai/pull/2602
- Speed up sqlite accelerator benchmark test with indexes by @Sevenannn in https://github.com/spiceai/spiceai/pull/2597
- Fix refresh API using `refresh_mode: append` by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2609
- Tweak `/ready` to only report ready when components have all reported Ready by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2600
- Add `s3_auth` parameter to configure IAM role authentication by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2611
- Bump fundu from 2.0.0 to 2.0.1 by @dependabot in https://github.com/spiceai/spiceai/pull/2576
- fix: Remove comments from SQL files by @peasee in https://github.com/spiceai/spiceai/pull/2627
- Utilize runtime.status().is_ready() to check acceleration dataset readiness in benchmark test by @Sevenannn in https://github.com/spiceai/spiceai/pull/2614
- Allow for prefix to be kept in internal Parameters by @Jeadie in https://github.com/spiceai/spiceai/pull/2603
- Bump itertools from 0.12.1 to 0.13.0 by @dependabot in https://github.com/spiceai/spiceai/pull/2572
- Bump golang.org/x/mod from 0.20.0 to 0.21.0 by @dependabot in https://github.com/spiceai/spiceai/pull/2571
- Add initial threat model using OWASP Threat Dragon by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2599
- fix: Explicitly error for duplicate duckdb file accelerators by @peasee in https://github.com/spiceai/spiceai/pull/2628
- Benchmark test binary can parse command line option by @Sevenannn in https://github.com/spiceai/spiceai/pull/2626
- Snapshot tests shouldn't crash the Spice benchmark test by @Sevenannn in https://github.com/spiceai/spiceai/pull/2613
- Bump anyhow from 1.0.86 to 1.0.87 by @dependabot in https://github.com/spiceai/spiceai/pull/2573
- Upgrade datafusion to improve SQLite subquery tables aliasing support by @sgrebnov in https://github.com/spiceai/spiceai/pull/2634
- Run benchmark separately using workflow by @Sevenannn in https://github.com/spiceai/spiceai/pull/2631
- Sharepoint UX changes by @Jeadie in https://github.com/spiceai/spiceai/pull/2633
- Improve `/ready` to only mark a dataset ready iff the initial refresh completed by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2630
- Support relative paths for file connector by @Jeadie in https://github.com/spiceai/spiceai/pull/2637
- Fix `error decoding response body` GitHub file connector bug by @sgrebnov in https://github.com/spiceai/spiceai/pull/2645
- GraphQL pagination and robustness. by @Jeadie in https://github.com/spiceai/spiceai/pull/2632
- docs: Update bug template by @peasee in https://github.com/spiceai/spiceai/pull/2629
- Define GitHub `issues` data connector schema upfront by @sgrebnov in https://github.com/spiceai/spiceai/pull/2646
- Add support for loading from Sharepoint Group's default drive. by @Jeadie in https://github.com/spiceai/spiceai/pull/2642
- Fix typo in workflow, fix the postgres connector container readiness check by @Sevenannn in https://github.com/spiceai/spiceai/pull/2654
- Fix check all features by @Sevenannn in https://github.com/spiceai/spiceai/pull/2653
- Enable Warn/Error traces from dependency components by @sgrebnov in https://github.com/spiceai/spiceai/pull/2655
- Use lower case iso8601 for time_column by @Sevenannn in https://github.com/spiceai/spiceai/pull/2551
- Add basic integration test for Spice spill-to-disk and re-hydration scenario by @sgrebnov in https://github.com/spiceai/spiceai/pull/2643
- Add 'RefreshOverrides::max_jitter' to 'POST /v1/datasets/:name/acceleration/refresh' by @Jeadie in https://github.com/spiceai/spiceai/pull/2641
- Bump rustls-pemfile from 1.0.4 to 2.1.3 by @dependabot in https://github.com/spiceai/spiceai/pull/2575
- Update dependencies to support querying postgres enum types by @Sevenannn in https://github.com/spiceai/spiceai/pull/2657
- Upgrade table-providers by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2659
- Improve `spill_to_disk_and_rehydration` integration test by @sgrebnov in https://github.com/spiceai/spiceai/pull/2658
- Enhance GitHub connector robustness with explicit table schema definitions by @sgrebnov in https://github.com/spiceai/spiceai/pull/2661
- Rename sharepoint fields by @Jeadie in https://github.com/spiceai/spiceai/pull/2668
- Disable dataset checkpoint for DuckDB acceleration by @phillipleblanc in https://github.com/spiceai/spiceai/pull/2676
- Revert "Enable federation for accelerated queries (sqlite, duckdb, postgres) (#2598) by @Sevenannn in https://github.com/spiceai/spiceai/pull/2683
**Full Changelog**: https://github.com/spiceai/spiceai/compare/v0.17.4-beta...v0.18.0-beta
Resources
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
- Discord: https://discord.gg/kZnTfneP5u
- Telegram: Spice AI Discussion
- Reddit: https://www.reddit.com/r/spiceai
- Email: [email protected]
