APIs Overview
The platform exposes the following application programming interfaces (APIs).
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Data science and MLOps APIs — the platform integrates Iguazio's open-source MLRun machine-learning operations (MLOps) orchestration framework and Nuclio serverless-functions framework. For detailed information about these frameworks and their APIs, see Data Science and MLOps.
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Data-layer APIs — the platform exposes multiple APIs for working with data of all types — NoSQL ("key-value") databases, streams, and simple objects (files) — including the following APIs. For detailed information, see the data-layer APIs overview and API references.
- The Iguazio V3IO Python SDK for working with NoSQL and stream data
- The Iguazio V3IO Frames DataFrame API for working with NoSQL
- Spark SQL and DataFrames and streaming APIs, including the platform's proprietary APIs for working with NoSQL and stream data
- The platform's simple-object, NoSQL, and streaming RESTful web APIs
- Local Linux file-system and Hadoop Compatible File System (HCFS) commands for working with files (simple objects)
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Cluster-Management SDK [Beta] — the platform exposes REST APIs for performing administrative cluster-management operations. For detailed information, see the Management SDK.