annapurna 0.0.8

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 (like Jupyter and VS Code) directly with Annapurna's AWS-backed 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 (Pandas/PyArrow) and Annapurna's 3D Viewer to rapidly test and deploy custom estimation 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