annapurna 0.0.17

Python SDK for Annapurna Suite

Annapurna Suite Python SDK

The official Python SDK designed exclusively to empower the Annapurna Suite Internal Expert Team.

This package provides the programmatic foundation required to build automatic, end-to-end workflows and execute advanced resource modeling pipelines. By bridging local Python environments directly with Annapurna's cloud infrastructure, the SDK eliminates manual I/O bottlenecks and enables seamless integration of custom ML and geostatistical algorithms into the platform.

Core Capabilities

• End-to-End Automation: Script complex, multi-step workflows. Automate data ingestion, cleaning, transformation, and metadata generation without interacting with the web UI.
• Advanced Resource Modeling Integration: Effortlessly push and pull massive Block Models and Point Clouds between local memory and Annapurna's cloud infrastructure to rapidly test and deploy custom estimation/simulation models.
• Zero-Friction Parquet Streaming: Handle multi-gigabyte datasets efficiently. The SDK automatically converts Pandas DataFrames to highly compressed Parquet binaries in RAM and streams them securely to S3.
• Programmatic Workspace Management: Programmatically clone, rename, edit, and delete workspace assets on the fly to support iterative modeling loops.

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Installation

Install the package directly from PyPI:

pip install annapurna