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How to Deploy

Once your project is ready, you can run your transforms, metrics aggregations and enrichments using the CLI command:

vinyl project deploy

After a successful run, the project data is now ready to be served. Data can either be compressed and optimized for sub second queries or serve via a passthrough to your data sources directly.

Run the following to serve your project (default postgres port is 5432 and the HTTP API is 5000):

vinyl project serve

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Deployment Options

  • Local Deployment - projects can be ran locally without additional dependencies. This is recommended for development on small datasets.
  • Docker - use our docker image to deploy your project to any cloud provider or on-premise.
  • Turntable Cloud - leverage memory-optimized compute, storage and GPUs for fast data workflows and low latency queries

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Performance

We plan to publish official performance benchmarking soon. In our latest internal tests, Vinyl is able to query projects with 100M rows in 300-500ms on a RD7 AWS EC2 instance.

Models & MetricsAI Transforms