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Spice.ai v0.10-alpha

· 2 min read
Phillip LeBlanc
Phillip LeBlanc
Co-Founder and CTO of Spice AI

Announcing the release of Spice v0.10-alpha! 🧙‍♂️

The Spice.ai v0.10-alpha release focused on additions and updates to improve stability, usability, and the overall Spice developer experience.

Highlights in v0.10-alpha​

Public Bucket Support for S3 Data Connector: The S3 Data Connector now supports public buckets in addition to buckets requiring an access id and key.

JDBC-Client Connectivity: Improved connectivity for JDBC clients, like Tableau.

User Experience Improvements:

  • Friendlier error messages across the board to make debugging and development better.
  • Added a spice login postgres command, streamlining the process for connecting to PostgreSQL databases.
  • Added PostgreSQL connection verification and connection string support, enhancing usability for PostgreSQL users.

Grafana Dashboard: Improving the ability to monitor Spice deployments, a standard Grafana dashboard is now available.

Contributors​

  • @phillipleblanc
  • @mitchdevenport
  • @Jeadie
  • @ewgenius
  • @sgrebnov
  • @y-f-u
  • @lukekim
  • @digadeesh

New in this release​

  • Fixes Gracefully handle Arrow Flight DoExchange connection resets
  • Adds Grafana Dashboard
  • Adds Flight SQL CommandGetTableTypes Command support (improves JDBC-client connectivity)
  • Adds Friendlier error messages
  • Adds spice login postgres command
  • Adds PostgreSQL connection verification
  • Adds PostgreSQL connection string support
  • Adds Linux aarch64 build
  • Updates Improves spice status with dataset metrics
  • Updates CLI REPL improved show tables output
  • Updates CLI REPL limit output to 500 rows
  • Updates Improved README.md with architecture diagram updates
  • Updates Improved CI run time.
  • Updates Use macOS hosted Actions runner

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.

Spice.ai v0.9-alpha

· 2 min read
Luke Kim
Luke Kim
Founder and CEO of Spice AI

Announcing the release of Spice v0.9-alpha! 🧙‍♂️

The v0.9 release adds several data connectors including the Spice data connector for the ability to connect to other Spice instances. Improved observability for the Spice runtime has been added with the new /metrics endpoint for monitoring deployed instances.

Highlights in v0.9-alpha​

Arrow Flight SQL endpoint: The Arrow Flight endpoint now supports Flight SQL, including JDBC, ODBC, and ADBC enabling database clients like DBeaver or BI applications like Tableau to connect to and query the Spice runtime.

Spice.ai data connector: Use other Spice runtime instances as data connectors for federated SQL query across Spice deployments and for chaining Spice runtimes.

Keyring secret store: Use the operating system native credential store, like macOS keychain for storing secrets used by the Spice runtime.

PostgreSQL data connector: PostgreSQL can now be used as both a data store for acceleration and as a connector for federated SQL query.

Databricks data connector: Databricks as a connector for federated SQL query across Delta Lake tables.

S3 data connector: S3 as a connector for federated SQL query across Parquet files stored in S3.

Metrics endpoint: Added new /metrics endpoint for Spice runtime observability and monitoring with the following metrics:

- spiced_runtime_http_server_start counter
- spiced_runtime_flight_server_start counter
- datasets_count gauge
- load_dataset summary
- load_secrets summary
- datasets/load_error counter
- datasets/count counter
- models/load_error counter
- models/count counter

Contributors​

New in this release​

  • Adds Keyring secret store (keyring).
  • Adds PostgreSQL data connector (postgres).
  • Adds Spice.ai data connector (spiceai).
  • Adds Arrow Flight SQL (JDBC/ODBC/ADBC) support.
  • Adds Databricks data connector (databricks) - Delta Lake support.
  • Adds S3 data connector (s3) - Parquet support.
  • Adds /v1/models API.
  • Adds /v1/status API.
  • Adds /metrics API.

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.

Spice.ai v0.8-alpha

· One min read
Luke Kim
Luke Kim
Founder and CEO of Spice AI

Announcing the release of Spice v0.8-alpha! 🏹

This is a minor release that builds on the new Rust-based runtime, adding stability and a preview of new features for the first major release.

Highlights in v0.8-alpha​

Secrets management: Spice 0.8 runtime can now configure and retrieve secrets from local environment variables and in a Kubernetes cluster.

Data tables can be locally accelerated using PostgreSQL

New in this release​

  • Adds Secrets management in local environment variables and Kubernetes clusters.
  • Adds (Preview) PostgreSQL as a data table acceleration engine.

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.