From 51a06f38e568f62534a7900612f824f0b2260ea4 Mon Sep 17 00:00:00 2001 From: Frost Ming Date: Thu, 7 Nov 2024 18:05:55 +0800 Subject: [PATCH] chore: initial commit Signed-off-by: Frost Ming --- pyproject.toml | 26 + src/bentoml_comfyui/__init__.py | 0 src/bentoml_comfyui/_core.py | 67 + src/bentoml_comfyui/_service.tpl | 48 + src/bentoml_comfyui/cli.py | 109 ++ src/bentoml_comfyui/py.typed | 0 uv.lock | 1993 ++++++++++++++++++++++++++++++ 7 files changed, 2243 insertions(+) create mode 100644 pyproject.toml create mode 100644 src/bentoml_comfyui/__init__.py create mode 100644 src/bentoml_comfyui/_core.py create mode 100644 src/bentoml_comfyui/_service.tpl create mode 100644 src/bentoml_comfyui/cli.py create mode 100644 src/bentoml_comfyui/py.typed create mode 100644 uv.lock diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..a546755 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,26 @@ +[project] +name = "bentoml-comfyui" +description = "BentoML extensions for ComfyUI" +readme = "README.md" +authors = [ + { name = "Frost Ming", email = "frost@bentoml.com" } +] +requires-python = ">=3.8" +dependencies = [ + "bentoml>=1.3.5", + "comfyui-idl>=0.0.1", +] +dynamic = ["version"] + +[project.urls] +Homepage = "https://github.com/bentoml/bentoml-comfyui" + +[project.entry-points."bentoml.commands"] +comfyui = "bentoml_comfyui.cli:comfyui_command" + +[build-system] +requires = ["pdm-backend"] +build-backend = "pdm.backend" + +[tool.pdm.version] +source = "scm" diff --git a/src/bentoml_comfyui/__init__.py b/src/bentoml_comfyui/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/bentoml_comfyui/_core.py b/src/bentoml_comfyui/_core.py new file mode 100644 index 0000000..367c48c --- /dev/null +++ b/src/bentoml_comfyui/_core.py @@ -0,0 +1,67 @@ +import os +import shutil +import subprocess +import sys +from pathlib import Path + +import bentoml + + +# Function to ignore the 'input' and 'output' directories during copy +def _ignore_dirs(src, names): + ignore_list = ["input", "output", ".venv", ".git", "__pycache__"] + return [item for item in names if item in ignore_list] + + +def pack_model(name: str, workspace: str) -> str: + """Pack the ComfyUI source to a BentoML model + + Args: + name (str): The name of the BentoML model + workspace (str): The path to the ComfyUI workspace + + Returns: + str: Model tag + """ + with bentoml.models.create(name=name) as model: + # Copy the entire directory tree from source to destination, ignoring 'input' and 'output' + shutil.copytree(workspace, model.path, ignore=_ignore_dirs, dirs_exist_ok=True) + + # Create empty input, output, and output/exp_data directories because they are required by ComfyUI + os.makedirs(os.path.join(model.path, "input"), exist_ok=True) + os.makedirs(os.path.join(model.path, "output"), exist_ok=True) + os.makedirs(os.path.join(model.path, "output", "exp_data"), exist_ok=True) + + return str(model.tag) + + +def _ensure_virtualenv(python: str | None) -> None: + from bentoml.exceptions import BentoMLConfigException + + if python: + pyvenv_cfg = Path(python).parent.parent / "pyvenv.cfg" + else: + pyvenv_cfg = Path(sys.prefix, "pyvenv.cfg") + + if not pyvenv_cfg.exists(): + raise BentoMLConfigException("ComfyUI must be installed in a virtualenv.") + + +def get_requirements(python: str | None) -> str: + _ensure_virtualenv(python) + freeze_cmd = [ + sys.executable, + "-m", + "uv", + "pip", + "freeze", + "--exclude-editable", + "-p", + python or sys.executable, + ] + output = subprocess.run( + freeze_cmd, capture_output=True, text=True, check=True + ).stdout + # Exclude bentoml from the requirements + lines = [line for line in output.splitlines() if not line.startswith("bentoml==")] + return "\n".join(lines) diff --git a/src/bentoml_comfyui/_service.tpl b/src/bentoml_comfyui/_service.tpl new file mode 100644 index 0000000..782a7e3 --- /dev/null +++ b/src/bentoml_comfyui/_service.tpl @@ -0,0 +1,48 @@ +from __future__ import annotations + +import json +import os +from pathlib import Path + +import bentoml +import comfyui_idl +import comfyui_idl.run + +REQUEST_TIMEOUT = 360 +WORKFLOW_FILE = os.path.join(os.path.dirname(__file__), "workflow.json") + +with open(WORKFLOW_FILE, "r") as f: + workflow = json.load(f) + +InputModel = comfyui_idl.generate_input_model(workflow) + + +@bentoml.service(name={name!r}) +class ComfyUIService: + pipeline = bentoml.models.BentoModel({model_tag!r}) + + def __init__(self): + comfy_output_dir = os.path.join(os.getcwd(), "comfy_output") + comfy_temp_dir = os.path.join(os.getcwd(), "comfy_temp") + + self.comfy_proc = comfyui_idl.run.WorkflowRunner( + self.pipeline.path, + comfy_output_dir, + comfy_temp_dir, + ) + self.comfy_proc.start() + + @bentoml.api(input_spec=InputModel) + def generate( + self, + *, + ctx: bentoml.Context, + **kwargs: t.Any, + ) -> Path: + return self.comfy_proc.run_workflow( + workflow, temp_dir=ctx.temp_dir, timeout=REQUEST_TIMEOUT, **kwargs + ) + + @bentoml.on_shutdown + def on_shutdown(self): + self.comfy_proc.stop() diff --git a/src/bentoml_comfyui/cli.py b/src/bentoml_comfyui/cli.py new file mode 100644 index 0000000..b4d1fff --- /dev/null +++ b/src/bentoml_comfyui/cli.py @@ -0,0 +1,109 @@ +import shutil +import tempfile +from pathlib import Path + +import click +import rich +from bentoml_cli.utils import BentoMLCommandGroup + + +def _check_comfyui_workspace(workspace: str) -> None: + from bentoml.exceptions import InvalidArgument + + comfy_fingerprints = ["comfy", "comfy_execution", "comfy_extras"] + + for fingerprint in comfy_fingerprints: + if not Path(workspace, fingerprint).exists(): + raise InvalidArgument( + f"{workspace!r} does not look like a ComfyUI workspace. Please give a correct path." + ) + + +@click.group(name="comfyui", cls=BentoMLCommandGroup) +def comfyui_command(): + """ComfyUI Subcommands Groups.""" + + +@comfyui_command.command() +@click.option( + "--name", + type=str, + help="The name of the model, defaults to `comfyui`", + default="comfyui", +) +@click.option( + "--version", type=str, help="The version of the model, or generated if not provided" +) +@click.argument("workspace", type=click.Path(exists=True), default=".") +def pack(name: str, version: str | None, workspace: str): + """Pack the ComfyUI workspace to a BentoML model""" + from ._core import pack_model + + _check_comfyui_workspace(workspace) + + if version: + name = f"{name}:{version}" + tag = pack_model(name, workspace) + rich.print( + f"✅ [green]Successfully packed ComfyUI workspace {workspace!r} to BentoML model {tag}[/]" + ) + + +@comfyui_command.command() +@click.option( + "--name", + type=str, + help="The name of the bento, defaults to `comfyui-service`", + default="comfyui-service", +) +@click.option( + "--version", type=str, help="The version of the bento, or generated if not provided" +) +@click.option( + "--model", + type=str, + help="The model tag to use. Defaults to `comfyui`", + default="comfyui", +) +@click.option( + "-p", + "--python", + type=str, + help="The Python interpreter path where ComfyUI is running. Defaults to the current Python interpreter", +) +@click.argument("workflow", required=True, type=click.Path(dir_okay=False, exists=True)) +def build( + name: str, version: str | None, model: str, python: str | None, workflow: str +): + """Build a BentoML service from a ComfyUI workspace""" + from importlib.resources import read_text + + import bentoml + + from ._core import get_requirements + + service_template = read_text(__package__, "_service.tpl") + + with tempfile.TemporaryDirectory( + prefix="bentoml-comfyui-", suffix="-bento" + ) as temp_dir: + parent = Path(temp_dir) + rich.print("📂 [blue]Creating requirements.txt[/]") + with open(parent.joinpath("requirements.txt"), "w") as f: + f.write(get_requirements(python)) + rich.print("📂 [blue]Creating service.py[/]") + with open(parent.joinpath("service.py"), "w") as f: + f.write(service_template.format(name=name, model_tag=model)) + rich.print("📂 [blue]Creating workflow.json[/]") + shutil.copy2(workflow, parent.joinpath("workflow.json")) + bento = bentoml.build( + "service:ComfyUIService", + name=name, + version=version, + build_ctx=temp_dir, + python={"requirements_txt": "requirements.txt"}, + include=["service.py", "workflow.json", "requirements.txt"], + ) + rich.print( + f"✅ [green]Successfully built Bento {bento.tag} from ComfyUI workflow {workflow!r}[/]" + ) diff --git a/src/bentoml_comfyui/py.typed b/src/bentoml_comfyui/py.typed new file mode 100644 index 0000000..e69de29 diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..6817157 --- /dev/null +++ b/uv.lock @@ -0,0 +1,1993 @@ +version = 1 +requires-python = ">=3.8" +resolution-markers = [ + "python_full_version < '3.13'", + "python_full_version >= '3.13'", +] + +[[package]] +name = "aiohappyeyeballs" +version = "2.4.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = 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