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name: Python Package Publish | ||
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on: | ||
push: | ||
tags: | ||
- 'v*' | ||
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jobs: | ||
test-build-publish: | ||
runs-on: ubuntu-latest | ||
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steps: | ||
- name: Checkout code | ||
uses: actions/checkout@v3 | ||
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- name: Set up Python | ||
uses: actions/setup-python@v4 | ||
with: | ||
python-version: 3.10 | ||
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- name: Install dependencies | ||
run: | | ||
python -m pip install --upgrade pip | ||
pip install build twine | ||
- name: Build package | ||
run: python -m build | ||
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#- name: Test installation | ||
# run: pip install dist/*.whl | ||
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- name: Publish to PyPI | ||
env: | ||
TWINE_USERNAME: __token__ | ||
TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }} | ||
run: python -m twine upload dist/* |
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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
*.pyo | ||
*.pyd | ||
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# Virtual environment | ||
venv/ | ||
env/ | ||
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# Distribution / Packaging | ||
.Python | ||
build/ | ||
dist/ | ||
*.egg-info/ | ||
.eggs/ | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# PyInstaller | ||
*.spec | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.nox/ | ||
.coverage | ||
*.cover | ||
*.py,cover | ||
.hypothesis/ | ||
.cache | ||
pytest_cache/ | ||
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# Jupyter Notebook | ||
.ipynb_checkpoints | ||
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# pyenv | ||
.python-version | ||
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# Editor / IDE | ||
.vscode/ | ||
.idea/ | ||
*.swp | ||
*.swo | ||
*.swn | ||
*.bak | ||
*.tmp | ||
*.orig | ||
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# macOS | ||
.DS_Store | ||
.AppleDouble | ||
.LSOverride | ||
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# Windows | ||
Thumbs.db | ||
ehthumbs.db | ||
Desktop.ini | ||
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# Logs and temporary files | ||
*.log | ||
*.tmp | ||
*.bak | ||
*.old | ||
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# Python build artifacts | ||
*.manifest | ||
*.spec | ||
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# MyPy | ||
.mypy_cache/ | ||
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# PyCharm | ||
*.iml | ||
.idea/ | ||
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# Local configuration files | ||
.env | ||
.env.* | ||
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# TestPyPI artifacts | ||
testpypi-* | ||
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# GitHub Actions | ||
.github/workflows/*.log |
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MIT License | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# invokeai-python | ||
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`invokeai-python` is a powerful library designed for working with graphs, models, and API integrations, aimed at simplifying the creation and management of tasks related to generative AI. | ||
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## Installation | ||
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1. Ensure you have Python version 3.6 or higher installed. | ||
2. Install the library using pip: | ||
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```bash | ||
pip install invokeai-python | ||
``` | ||
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## Usage | ||
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### Importing Key Components | ||
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```python | ||
from invoke import Invoke | ||
from invoke.api import BaseModels, ModelType | ||
``` | ||
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### Example 1: Querying Models | ||
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```python | ||
import asyncio | ||
from invoke import Invoke | ||
from invoke.api import BaseModels, ModelType | ||
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async def main(): | ||
invoke = Invoke() | ||
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print("Waiting for invoke...") | ||
version = await invoke.wait_invoke() | ||
print(f"Version: {version}") | ||
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models = await invoke.models.list(base_models=[BaseModels.SDXL], model_type=[ModelType.Main]) | ||
print(models) | ||
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if __name__ == "__main__": | ||
asyncio.run(main()) | ||
``` | ||
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## Contributing | ||
If you would like to contribute, feel free to submit an issue or a pull request on the [GitHub repository](/~https://github.com/veydlin/invokeai-python). | ||
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## License | ||
MIT License |
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# Path: invoke\__init__.py | ||
from .api import * | ||
from .graph_builder import * | ||
from .presets import TextToImageSD1 | ||
from .invoke import Invoke | ||
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__all__ = [ | ||
"TextToImageSD1", | ||
"Invoke", | ||
] |
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# Path: invoke\api\__init__.py | ||
from .api import Api | ||
from .app import AppApi | ||
from .boards import BoardsApi | ||
from .download_queue import DownloadQueueApi | ||
from .images import ImagesApi, ImageOrigin, Categories | ||
from .models import ModelsApi, BaseModels, ModelType | ||
from .queue import QueueApi | ||
from .utilities import UtilitiesApi | ||
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__all__ = [ | ||
"Api", | ||
"AppApi", | ||
"BoardsApi", | ||
"DownloadQueueApi", | ||
"ImagesApi", | ||
"ImageOrigin", | ||
"Categories", | ||
"ModelsApi", | ||
"BaseModels", | ||
"ModelType", | ||
"QueueApi", | ||
"UtilitiesApi", | ||
] |
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# Path: invoke\api\api.py | ||
from typing import Optional, List, Tuple, Any, Callable | ||
from enum import Enum | ||
from urllib.parse import quote | ||
import aiohttp | ||
import json | ||
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QueryParams = List[Tuple[str, Optional[str]]] | ||
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class ResponseType(Enum): | ||
JSON = "json", | ||
TEXT = "json", | ||
RAW = "raw" | ||
RESPONSE = "response" | ||
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class Api: | ||
host: str | ||
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def __init__(self, client: aiohttp.ClientSession, host: str): | ||
self.host = host | ||
self.client = client | ||
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async def get_async(self, api_path: str, version: int, prams: Optional[QueryParams] = None, type: ResponseType = ResponseType.JSON) -> Any: | ||
url = self.query_string(api_path, version, prams) | ||
async with self.client.get(url) as response: | ||
return await self.from_response_async(response, type) | ||
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async def delete_async(self, api_path: str, version: int, prams: Optional[QueryParams] = None, type: ResponseType = ResponseType.JSON) -> Any: | ||
url = self.query_string(api_path, version, prams) | ||
async with self.client.delete(url) as response: | ||
return await self.from_response_async(response, type) | ||
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async def upload_async(self, api_path: str, version: int, name: str, file_bytes: bytes, prams: Optional[QueryParams] = None, type: ResponseType = ResponseType.JSON) -> Any: | ||
url = self.query_string(api_path, version, prams) | ||
data = aiohttp.FormData() | ||
data.add_field(name, file_bytes, filename=name, content_type="application/octet-stream") | ||
async with self.client.post(url, data=data) as response: | ||
return await self.from_response_async(response, type) | ||
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async def post_async(self, api_path: str, version: int, data: Optional[Any] = None, prams: Optional[QueryParams] = None, type: ResponseType = ResponseType.JSON) -> Any: | ||
url = self.query_string(api_path, version, prams) | ||
async with self.client.post(url, json=self.prepare_data(data)) as response: | ||
return await self.from_response_async(response, type) | ||
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async def put_async(self, api_path: str, version: int, data: Optional[Any] = None, prams: Optional[QueryParams] = None, type: ResponseType = ResponseType.JSON) -> Any: | ||
url = self.query_string(api_path, version, prams) | ||
async with self.client.put(url, json=self.prepare_data(data)) as response: | ||
return await self.from_response_async(response, type) | ||
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def query_string(self, api_path: str, version: int, prams: Optional[QueryParams] = None) -> str: | ||
base_url = f"{self.host}/api/v{version}/{api_path}" | ||
if not prams: | ||
return base_url | ||
query_string = "&".join(f"{quote(key)}={quote(value)}" for key, value in prams if value is not None) | ||
return f"{base_url}?{query_string}" | ||
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def prepare_data(self, data: Optional[Any]) -> Optional[Any]: | ||
if data is None: | ||
return None | ||
if isinstance(data, str): | ||
return data | ||
if isinstance(data, dict): | ||
return data | ||
try: | ||
return json.loads(json.dumps(data, default=lambda o: o.__dict__)) | ||
except TypeError as e: | ||
raise ValueError(f"Cannot serialize data: {data}. Error: {e}") | ||
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async def from_response_async(self, response: aiohttp.ClientResponse, type: ResponseType) -> Any: | ||
if type == ResponseType.RESPONSE: | ||
return response | ||
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if response.status >= 400: | ||
info = await response.text() | ||
raise Exception(f"Server status: {response.status}; Info: {info}") | ||
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if type == ResponseType.JSON: | ||
return await response.json() | ||
if type == ResponseType.TEXT: | ||
return await response.text() | ||
if type == ResponseType.RAW: | ||
return await response.content | ||
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def add_params(self, prams: QueryParams, items: Optional[List[Any]], param_name: str, converter: Optional[Callable[[Any], str]] = None) -> None: | ||
if items is not None: | ||
for item in items: | ||
prams.append((param_name, converter(item) if converter else str(item))) |
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# Path: invoke\api\app\__init__.py | ||
from .app_api import AppApi | ||
from .schema import AppVersion, AppDeps, AppConfig, LogLevel, CacheStatus | ||
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__all__ = [ | ||
"AppApi", | ||
"AppVersion", | ||
"AppDeps", | ||
"AppConfig", | ||
"LogLevel", | ||
"CacheStatus", | ||
] |
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# Path: invoke\api\app\app_api.py | ||
import aiohttp | ||
from .schema import * | ||
from ..api import Api | ||
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class AppApi(Api): | ||
def __init__(self, client: aiohttp.ClientSession, host: str): | ||
super().__init__(client, host) | ||
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async def version(self) -> AppVersion: | ||
json_data = await self.get_async("app/version", 1) | ||
return AppVersion(**json_data) | ||
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async def app_deps(self) -> AppDeps: | ||
json_data = await self.get_async("app/app_deps", 1) | ||
return AppDeps(**json_data) | ||
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async def config(self) -> AppConfig: | ||
json_data = await self.get_async("app/config", 1) | ||
return AppConfig(**json_data) | ||
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async def get_log_level(self) -> LogLevel: | ||
json_data = await self.get_async("app/logging", 1) | ||
return LogLevel(**json_data) | ||
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async def set_log_level(self, log_level: str) -> LogLevel: | ||
data = {"log_level": log_level} | ||
json_data = await self.post_async("app/logging", 1, data=data) | ||
return LogLevel(**json_data) | ||
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async def clear_invocation_cache(self) -> None: | ||
await self.delete_async("app/invocation_cache", 1) | ||
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async def enable_invocation_cache(self) -> CacheStatus: | ||
json_data = await self.put_async("app/invocation_cache/enable", 1) | ||
return CacheStatus(**json_data) | ||
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async def disable_invocation_cache(self) -> CacheStatus: | ||
json_data = await self.put_async("app/invocation_cache/disable", 1) | ||
return CacheStatus(**json_data) | ||
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async def get_invocation_cache_status(self) -> CacheStatus: | ||
json_data = await self.get_async("app/invocation_cache/status", 1) | ||
return CacheStatus(**json_data) |
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