Create block.py
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block.py
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from typing import List
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from diffusers.modular_pipelines import (
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ComponentSpec,
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InputParam,
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ModularPipelineBlocks,
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OutputParam,
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PipelineState,
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)
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class MyCustomBlock(ModularPipelineBlocks):
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"""
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A custom block for [describe what your block does].
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Replace this with your implementation.
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"""
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@property
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def expected_components(self) -> List[ComponentSpec]:
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"""Define model components your block needs (e.g., transformers, VAEs)."""
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return [
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# Example:
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# ComponentSpec(
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# name="model",
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# type_hint=SomeModelClass,
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# repo="organization/model-name",
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# ),
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]
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@property
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def inputs(self) -> List[InputParam]:
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"""Define input parameters for your block."""
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return [
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# Example:
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# InputParam(
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# "prompt",
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# type_hint=str,
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# required=True,
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# description="Input prompt",
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# metadata={"mellon": "textbox"}, # For Mellon UI
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# ),
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]
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@property
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def intermediate_outputs(self) -> List[OutputParam]:
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"""Define output parameters for your block."""
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return [
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# Example:
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# OutputParam(
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# "result",
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# type_hint=str,
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# description="Output result",
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# metadata={"mellon": "text"}, # For Mellon UI
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# ),
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]
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def __call__(self, components, state: PipelineState) -> PipelineState:
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"""Execute your block logic."""
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block_state = self.get_block_state(state)
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# Your implementation here
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# Access inputs via block_state.<input_name>
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# Set outputs via block_state.<output_name> = value
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self.set_block_state(state, block_state)
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return components, state
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