Upload comic/backends.py with huggingface_hub
Browse files- comic/backends.py +58 -0
comic/backends.py
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"""Swappable model backends behind two tiny interfaces.
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WriterBackend.chat(messages) -> str # Gemma: returns the full reply text
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ArtistBackend.render(prompt, seed) -> bytes # FLUX: returns JPEG/PNG image bytes
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Selected by COMIC_BACKEND (or an explicit arg):
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"mock" -> offline stand-ins (no GPU, no cost) for building/testing the whole flow.
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"modal" -> the real Gemma vLLM OpenAI endpoint + the resident FLUX endpoint on Modal.
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The app, engine and tests only ever see these two interfaces, so deploying real
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models is a config flip, not a code change.
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"""
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from __future__ import annotations
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import os
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from abc import ABC, abstractmethod
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class WriterBackend(ABC):
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@abstractmethod
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def chat(self, messages: list) -> str:
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"""Return the model's full text reply for an OpenAI-style message list."""
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raise NotImplementedError
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def warm(self) -> bool:
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"""Best-effort: nudge the backend so a later call is warm. Never raises."""
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return True
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class ArtistBackend(ABC):
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@abstractmethod
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def render(self, prompt: str, seed: int = 0) -> bytes:
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"""Return image bytes (JPEG/PNG) for a text-free image prompt."""
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raise NotImplementedError
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def render_batch(self, prompts: list, seeds: list) -> list:
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"""Render several prompts. Default: one at a time. Real backends override to
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batch through the GPU in a single pass for much higher throughput."""
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seeds = list(seeds) + [0] * (len(prompts) - len(seeds))
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return [self.render(p, s) for p, s in zip(prompts, seeds)]
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def warm(self) -> bool:
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return True
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# ββ factory ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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def make_backends(kind: str | None = None):
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"""(writer, artist) pair. kind defaults to $COMIC_BACKEND or 'mock'."""
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kind = (kind or os.environ.get("COMIC_BACKEND", "mock")).lower()
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if kind == "modal":
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from .modal_backend import ModalWriter, ModalArtist
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return ModalWriter(), ModalArtist()
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if kind == "mock":
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from .mock_backend import MockWriter, MockArtist
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return MockWriter(), MockArtist()
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raise ValueError(f"Unknown COMIC_BACKEND: {kind!r} (expected 'mock' or 'modal')")
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