Athena Python SDK for block development
Project description
athena-sdk
Python SDK for building blocks and workflows on the Athena ML orchestration platform.
Installation
pip install buildathena-sdk
Quick Start
Define a Block
from athena import block, BlockContext
@block(name="TrainModel", outputs=["checkpoint"])
async def train_model(ctx: BlockContext, epochs: int = 100):
for epoch in range(epochs):
loss = train_epoch()
await ctx.emit_metric("loss", loss, epoch=epoch)
artifact_id = ctx.artifacts.register("model.pt", schema="checkpoint")
return {"checkpoint": artifact_id}
Define an Entrypoint
from athena import entrypoint
@entrypoint()
async def main():
# Entrypoint is the DAG root that triggers block execution
pass
Use Credentials
Declare required secrets in the @block decorator and access via ctx.secrets:
from athena import block, BlockContext
@block(name="MyBlock", secrets=["OPENAI_API_KEY"])
async def my_block(ctx: BlockContext, config):
key = ctx.secrets["OPENAI_API_KEY"]
Features
- Block Decorators:
@block,@entrypointfor defining workflow nodes - BlockContext: Emit metrics, progress, logs, and register artifacts
- Config System: YAML with
$include,$extends,${ref}substitution - Discovery: AST-based scanner for workspace block/entrypoint detection
- Credentials: Secure secret management with
@block(secrets=...)andctx.secrets
License
Proprietary - Copyright (c) 2026 Athena Technologies. All rights reserved.
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