├── src └── droombot │ ├── py.typed │ ├── __init__.py │ ├── utils.py │ ├── cli.py │ ├── config.py │ ├── version.py │ ├── log.py │ ├── api.py │ ├── worker.py │ ├── models.py │ └── bot.py ├── .gitignore ├── scripts └── entrypoint.sh ├── .github └── workflows │ ├── ci.yaml │ └── build.yaml ├── Dockerfile ├── .pre-commit-config.yaml ├── pyproject.toml ├── tests └── test_models.py ├── docs └── containers.md ├── README.md ├── LICENSE └── poetry.lock /src/droombot/py.typed: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/droombot/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | *.json 3 | *.png 4 | dist 5 | .mypy_cache 6 | .pytest_cache 7 | .ruff_cache 8 | -------------------------------------------------------------------------------- /scripts/entrypoint.sh: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env bash 2 | 3 | POETRY=${POETRY_HOME}/venv/bin/poetry 4 | exec "${POETRY}" run droombot "${1}" 5 | -------------------------------------------------------------------------------- /.github/workflows/ci.yaml: -------------------------------------------------------------------------------- 1 | on: [push] 2 | name: ci 3 | jobs: 4 | linting: 5 | runs-on: ubuntu-latest 6 | steps: 7 | - uses: actions/checkout@v3 8 | - name: Install poetry 9 | run: pipx install poetry 10 | - uses: actions/setup-python@v4 11 | with: 12 | python-version: '3.10' 13 | cache: 'poetry' 14 | - run: poetry install 15 | - run: poetry run ruff format --check src/ tests/ 16 | - run: poetry run mypy src/ tests/ 17 | - run: poetry run ruff check src/ tests/ 18 | - run: poetry run py.test tests/ 19 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM python:3.10-slim 2 | 3 | ENV POETRY_HOME=/etc/poetry 4 | ENV PYTHONUNBUFFERED=1 5 | WORKDIR /usr/src/app 6 | 7 | ## Install dependencies for installing poetry 8 | RUN apt-get update && apt-get install curl -y 9 | 10 | #USER python 11 | # Install poetry 12 | RUN curl -sSL https://install.python-poetry.org | python3 - 13 | 14 | # Copy things over 15 | COPY src/ src/ 16 | COPY README.md poetry.lock pyproject.toml LICENSE scripts/entrypoint.sh ./ 17 | RUN chmod +x ./entrypoint.sh 18 | 19 | ## Install python dependencies 20 | RUN $POETRY_HOME/venv/bin/poetry install --only main 21 | 22 | ENTRYPOINT ["./entrypoint.sh"] 23 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | # See https://pre-commit.com for more information 2 | # See https://pre-commit.com/hooks.html for more hooks 3 | repos: 4 | - repo: https://github.com/pre-commit/pre-commit-hooks 5 | rev: v3.2.0 6 | hooks: 7 | - id: trailing-whitespace 8 | - id: end-of-file-fixer 9 | - id: check-yaml 10 | - id: check-json 11 | - id: check-added-large-files 12 | - repo: local 13 | hooks: 14 | - id: ruff 15 | name: ruff 16 | entry: poetry run ruff check --fix . 17 | language: system 18 | types: [python] 19 | require_serial: true 20 | - id: ruff format 21 | name: ruff format 22 | entry: poetry run ruff format . 23 | language: system 24 | types: [python] 25 | require_serial: true 26 | - id: mypy 27 | name: mypy 28 | entry: poetry run mypy 29 | language: system 30 | types: [python] 31 | require_serial: true 32 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [tool.poetry] 2 | name = "droombot" 3 | version = "0.2.0" 4 | description = "A Discord Bot for generating images from text prompts" 5 | authors = ["Sander Bollen "] 6 | readme = "README.md" 7 | packages = [ 8 | {include = "droombot", from = "src" } 9 | ] 10 | license = "Apache-2.0" 11 | homepage = "https://github.com/sndrtj/droombot" 12 | classifiers = [ 13 | "Development Status :: 3 - Alpha", 14 | "Topic :: Communications :: Chat", 15 | ] 16 | 17 | [tool.poetry.dependencies] 18 | python = "^3.10" 19 | aiohttp = {version ="^3.8.4", extras = ['speedups'] } 20 | pydantic = "^2.7.2" 21 | click = "^8.1.3" 22 | py-cord = {extras = ["speed"], version = "^2.4.1"} 23 | redis = {extras = ["hiredis"], version = "^4.5.4"} 24 | aiolimiter = "^1.0.0" 25 | typing-extensions = "^4.12.0" 26 | 27 | 28 | [tool.poetry.group.dev.dependencies] 29 | mypy = "^1.1.1" 30 | ruff = "^0.4.7" 31 | pytest = "^7.2.2" 32 | pre-commit = "^3.2.1" 33 | types-redis = "^4.5.4.1" 34 | 35 | [tool.poetry.scripts] 36 | droombot = 'droombot.cli:cli' 37 | 38 | 39 | [build-system] 40 | requires = ["poetry-core"] 41 | build-backend = "poetry.core.masonry.api" 42 | 43 | [tool.ruff.lint] 44 | select = ["E4", "E7", "E9", "F", "I"] 45 | -------------------------------------------------------------------------------- /src/droombot/utils.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | 16 | import base64 17 | import io 18 | 19 | from .models import FinishReason, TextToImageResponse 20 | 21 | 22 | def text_to_image_result_to_buffer(response: TextToImageResponse) -> io.BytesIO: 23 | if response.finish_reason is not FinishReason.SUCCESS: 24 | raise ValueError("Need a successful response") 25 | 26 | if response.base64 is None: 27 | raise ValueError("Need data to generate a buffer") 28 | 29 | buffer = io.BytesIO() 30 | buffer.write(base64.b64decode(response.base64)) 31 | buffer.seek(0) 32 | return buffer 33 | -------------------------------------------------------------------------------- /src/droombot/cli.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | 16 | import logging 17 | 18 | import click 19 | 20 | from .bot import create_bot 21 | from .config import DISCORD_BOT_TOKEN 22 | from .log import init_logging 23 | from .worker import Worker 24 | 25 | logger = logging.getLogger(__name__) 26 | 27 | 28 | init_logging() 29 | 30 | 31 | @click.group() 32 | def cli(): 33 | pass 34 | 35 | 36 | @cli.command("server") 37 | def server(): 38 | logger.info("Starting server application...") 39 | bot = create_bot() 40 | bot.run(DISCORD_BOT_TOKEN) 41 | 42 | 43 | @cli.command("worker") 44 | def worker(): 45 | logger.info("Starting worker application...") 46 | w = Worker() 47 | w.run() 48 | -------------------------------------------------------------------------------- /.github/workflows/build.yaml: -------------------------------------------------------------------------------- 1 | on: 2 | workflow_dispatch: 3 | push: 4 | branches: 5 | - 'main' 6 | tags: 7 | - 'v*' 8 | pull_request: 9 | branches: 10 | - 'main' 11 | name: build 12 | env: 13 | REGISTRY: ghcr.io 14 | IMAGE_NAME: ${{ github.repository }} 15 | 16 | jobs: 17 | container-build: 18 | runs-on: ubuntu-latest 19 | permissions: 20 | contents: read 21 | packages: write 22 | 23 | steps: 24 | - name: Checkout repository 25 | uses: actions/checkout@v3 26 | 27 | - name: Log in to the Container registry 28 | uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1 29 | with: 30 | registry: ${{ env.REGISTRY }} 31 | username: ${{ github.actor }} 32 | password: ${{ secrets.GITHUB_TOKEN }} 33 | 34 | - name: Extract metadata (tags, labels) for Docker 35 | id: meta 36 | uses: docker/metadata-action@507c2f2dc502c992ad446e3d7a5dfbe311567a96 37 | with: 38 | images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }} 39 | tags: | 40 | type=semver,pattern={{version}} 41 | type=ref,event=branch 42 | type=sha 43 | 44 | - name: Build and push Docker image 45 | uses: docker/build-push-action@3b5e8027fcad23fda98b2e3ac259d8d67585f671 46 | with: 47 | context: . 48 | push: true 49 | tags: ${{ steps.meta.outputs.tags }} 50 | labels: ${{ steps.meta.outputs.labels }} 51 | -------------------------------------------------------------------------------- /tests/test_models.py: -------------------------------------------------------------------------------- 1 | import pydantic 2 | import pytest 3 | from droombot.models import ( 4 | PubSubMessage, 5 | TextToImageRequestV2Core, 6 | TextToImageRequestV2SD3, 7 | TextToImageResponse, 8 | pubsub_to_t2i, 9 | ) 10 | 11 | 12 | def test_generation_text_prompts_not_defined(): 13 | with pytest.raises(pydantic.ValidationError): 14 | _ = TextToImageRequestV2Core( 15 | prompt="", 16 | ) 17 | 18 | 19 | def test_response_from_raw_api(): 20 | example_response = {"image": "foo", "finish_reason": "SUCCESS", "seed": 0} 21 | assert TextToImageResponse.from_raw_api(example_response) == TextToImageResponse( 22 | base64="foo", finish_reason="SUCCESS", seed=0 23 | ) 24 | 25 | 26 | PUBSUB_TO_T2I_DATA = [ 27 | ( 28 | PubSubMessage(interaction_id="0", text_prompt="foo bar"), 29 | TextToImageRequestV2Core(prompt="foo bar"), 30 | ), 31 | ( 32 | PubSubMessage(interaction_id="0", text_prompt="foo bar -m sd3"), 33 | TextToImageRequestV2SD3(prompt="foo bar"), 34 | ), 35 | ( 36 | PubSubMessage(interaction_id="0", text_prompt="foo bar -m sd3-turbo"), 37 | TextToImageRequestV2SD3(prompt="foo bar", model="sd3-turbo"), 38 | ), 39 | ( 40 | PubSubMessage(interaction_id="0", text_prompt="foo bar --model sd3"), 41 | TextToImageRequestV2SD3(prompt="foo bar"), 42 | ), 43 | ] 44 | 45 | 46 | @pytest.mark.parametrize("message, t2i_request", PUBSUB_TO_T2I_DATA) 47 | def test_request_from_pubsub(message, t2i_request): 48 | assert pubsub_to_t2i(message) == t2i_request 49 | -------------------------------------------------------------------------------- /docs/containers.md: -------------------------------------------------------------------------------- 1 | # Droombot as a container 2 | 3 | We recommend running droombot as a container. The provided Dockerfile builds a 4 | container that can run both the `server` and `worker` components. 5 | 6 | 7 | ### Docker 8 | When using docker, run the following: 9 | 10 | ```console 11 | docker build . -t droombot 12 | docker run -p 6379:6379 -d --name droombot-redis redis:latest 13 | docker run -e DISCORD_BOT_TOKEN= -e DISCORD_GUILD_IDS= -d --name droombot-server droombot server 14 | docker run -e STABILITY_API_KEY= -e DISCORD_BOT_TOKEN= -e DISCORD_GUILD_IDS= -d --name droombot-worker droombot worker 15 | ``` 16 | 17 | ### Podman 18 | 19 | When using podman, you can create a podman pod. After setting up the services 20 | within the pod, you can then generate a set of systemd unit files. Very useful for 21 | automatically starting services at boot! 22 | 23 | ```console 24 | podman build . -t droombot 25 | podman pod create --name droombot-pod 26 | podman run -d --name droombot-redis --pod droombot-pod redis:latest 27 | podman run -e DISCORD_BOT_TOKEN= -e DISCORD_GUILD_IDS= -d --name droombot-server --pod droombot-pod droombot server 28 | podman run -e STABILITY_API_KEY= -e DISCORD_BOT_TOKEN= -e DISCORD_GUILD_IDS= -d --name droombot-worker --pod droombot-pod droombot worker 29 | ``` 30 | 31 | You can then run `podman generate systemd --new --files --name droombot-pod` to 32 | generate systemd unit files. See [this guide](https://www.redhat.com/sysadmin/podman-run-pods-systemd-services) 33 | for how to configure systemd with the generated units. 34 | -------------------------------------------------------------------------------- /src/droombot/config.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | 16 | import os 17 | 18 | STABILITY_API_KEY = os.environ.get("STABILITY_API_KEY") 19 | 20 | # Token for discord bot 21 | DISCORD_BOT_TOKEN = os.environ.get("DISCORD_BOT_TOKEN") 22 | 23 | # Discord guilds ids to use for the bot. Comma-separated values. 24 | DISCORD_GUILD_IDS = [ 25 | item for item in os.environ.get("DISCORD_GUILD_IDS", "").split(",") if item != "" 26 | ] 27 | 28 | 29 | # Redis settings 30 | REDIS_HOST = os.environ.get("REDIS_HOST", "localhost") 31 | REDIS_PORT = int(os.environ.get("REDIS_PORT", 6379)) 32 | # how long keys set in redis need to live before being deleted, in seconds. 33 | REDIS_KEY_LIFETIME = int(os.environ.get("REDIS_KEY_LIFETIME", 300)) 34 | 35 | # Concurrency settings 36 | # Maximum number of requests per minute to redis and Stability. Note that 37 | # bursty behaviour may still happen, as long as it stays less than the maximum. 38 | MAX_REQUESTS_PER_MINUTE = int(os.environ.get("MAX_REQUESTS_PER_MINUTE", 100)) 39 | -------------------------------------------------------------------------------- /src/droombot/version.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | 16 | import importlib.metadata 17 | import subprocess 18 | 19 | 20 | def get_version() -> str: 21 | """Get the current version of droombot. 22 | 23 | This will be of shape -. The git hash can only 24 | be computed if we are in a git repo and git is installed. 25 | So from docker or from pip installs, the hash will be empty. Lastly, if we are in 26 | a git repo, we will append a `-dirty` tag if the current checkout is in a dirty 27 | state. 28 | 29 | :return: Version string 30 | """ 31 | try: 32 | git_tag: str | None = ( 33 | subprocess.run( 34 | ["git", "describe", "--always", "--dirty"], 35 | capture_output=True, 36 | check=True, 37 | ) 38 | .stdout.decode("utf-8") 39 | .strip() 40 | ) 41 | except (subprocess.CalledProcessError, FileNotFoundError): 42 | git_tag = None 43 | 44 | base_version = importlib.metadata.version("droombot") 45 | 46 | if git_tag is None: 47 | return base_version 48 | 49 | return f"{base_version}-{git_tag}" 50 | 51 | 52 | VERSION = get_version() 53 | -------------------------------------------------------------------------------- /src/droombot/log.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | 16 | import logging 17 | import logging.config 18 | 19 | logger = logging.getLogger(__name__) 20 | 21 | 22 | def init_logging(): 23 | """Initialize logging 24 | 25 | Set up logging handler to stdout, with friendly format. 26 | 27 | Should be called at application bootup. 28 | 29 | :return: None 30 | """ 31 | logging.config.dictConfig( 32 | { 33 | "version": 1, 34 | "disable_existing_loggers": True, 35 | "formatters": { 36 | "default": { 37 | "format": ( 38 | "[%(asctime)s] - %(levelname)s - %(message)s - " 39 | "[%(filename)s:%(lineno)d]" 40 | ) 41 | } 42 | }, 43 | "handlers": { 44 | "default": { 45 | "level": "DEBUG", 46 | "formatter": "default", 47 | "class": "logging.StreamHandler", 48 | "stream": "ext://sys.stdout", 49 | } 50 | }, 51 | "loggers": { 52 | "droombot": {"handlers": ["default"], "level": "DEBUG"}, 53 | }, 54 | } 55 | ) 56 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Droombot 2 | 3 | Droombot is a discord bot for generating images from text prompts. 4 | 5 | At current, it uses an API call to Stability.ai to generate images. 6 | A future version may support running Stable Diffusion directly. 7 | 8 | 9 | https://user-images.githubusercontent.com/7782240/229916443-2cc0aa4d-188b-47c1-947e-9fd1708f4fba.mp4 10 | 11 | 12 | ## Installing 13 | 14 | :zap: Note: this step is not necessary if using a Container (see below) 15 | 16 | Run the following, preferably in a virtual environment, to install droombot 17 | 18 | ```console 19 | pip install droombot 20 | ``` 21 | 22 | ## How to run 23 | 24 | :zap: Note: this step is not necessary if using a Container (see below) 25 | 26 | Configure your environment (see configuration options below), and make sure a 27 | redis instance is running on your network (we recommend using a container). 28 | 29 | To start the bot, run the following in the virtual environment: 30 | 31 | ```console 32 | droombot server 33 | ``` 34 | 35 | To start a worker, run the following in the virtual environment 36 | 37 | ```console 38 | droombot worker 39 | ``` 40 | 41 | ## How to use in discord 42 | 43 | Use the `/prompt` command to type your prompt. This by default uses whatever model 44 | Stability AI now considers its "core". You can also select Stable Diffusion 3 and 45 | Stable Diffusion 3 Turbo models by appending `-m sd3` or `-m sd3-turbo` to your 46 | prompt. 47 | 48 | You can give individual words in your prompt more some weight by doing something like 49 | the following; 50 | ``A table with (red:0.5) raspberries and (purple:0.5) blueberries.`` 51 | 52 | ## Components 53 | 54 | Droombot consists of two components: 55 | 56 | 1. The `server`, this handles interaction with the user. I.e., it handles incoming 57 | prompts and replies. It provides the Discord bot users interact with. 58 | 2. One or more `worker`s. These handle the actual image generation. 59 | 60 | Redis is used as a message broker between the `server` and the `worker`(s). 61 | 62 | ## Configuration 63 | 64 | All configuration is handled via environment variables. See the following table 65 | 66 | | Environment variable | Description | Is Required | 67 | |---------------------------|--------------------------------------------------------------------------------|---------------------------| 68 | | `DISCORD_BOT_TOKEN` | Token for your discord application | Yes | 69 | | `DISCORD_GUILD_IDS` | Comma-separated list of guild (server) ids you want to allow access to the bot | Yes | 70 | | `STABILITY_API_KEY` | API key from Stability AI | Yes | 71 | | `REDIS_HOST` | Hostname of Redis instance | No, defaults to localhost | 72 | | `REDIS_PORT` | Port of Redis instance | No, defaults to 6379 | 73 | | `REDIS_KEY_LIFETIME` | Number of seconds for keys to expire | No, defaults to 300 | 74 | | `MAX_REQUESTS_PER_MINUTE` | Maximum number of requests per minute to any remote services | No, defaults to 100 | 75 | 76 | 77 | ## Container 78 | 79 | Droombot can run as a container. For a howto using Docker or Podman, see the 80 | [container docs](docs/containers.md). 81 | 82 | ## Future plans 83 | 84 | 1. Expose additional options, such as multiple images and model selection. 85 | 2. Ability to run Stable Diffusion directly, with a separate worker class 86 | 3. Prompt translations, allowing users to use prompts in their own language. 87 | -------------------------------------------------------------------------------- /src/droombot/api.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | import asyncio 16 | import logging 17 | 18 | import aiohttp 19 | 20 | from .config import STABILITY_API_KEY 21 | from .models import ( 22 | TextToImageRequestV2Core, 23 | TextToImageRequestV2SD3, 24 | TextToImageResponse, 25 | ) 26 | from .version import VERSION 27 | 28 | logger = logging.getLogger(__name__) 29 | 30 | CORE_TEXT_TO_IMAGE_BASE_URL = ( 31 | "https://api.stability.ai/v2beta/stable-image/generate/core" 32 | ) 33 | SD3_TEXT_TO_IMAGE_BASE_URL = "https://api.stability.ai/v2beta/stable-image/generate/sd3" 34 | 35 | 36 | async def text_to_image( 37 | session: aiohttp.ClientSession, 38 | request: TextToImageRequestV2Core | TextToImageRequestV2SD3, 39 | timeout: int = 300, 40 | ) -> list[TextToImageResponse]: 41 | """Call Stability with a text to image request 42 | 43 | :param session: AIOhttp session 44 | :param request: the incoming request 45 | :param timeout: timeout in seconds, defaults to 300. Don't set too low, as 46 | image generation takes some time. 47 | :return: list of responses, one for each text prompt 48 | :raises: timeout 49 | """ 50 | match request: 51 | case TextToImageRequestV2Core(): 52 | logger.info("Incoming call for text-to-image generation for Core") 53 | url = CORE_TEXT_TO_IMAGE_BASE_URL 54 | case TextToImageRequestV2SD3(): 55 | logger.info("Incoming call for text-to-image generation for SD3") 56 | url = SD3_TEXT_TO_IMAGE_BASE_URL 57 | case _: 58 | raise ValueError(f"Unsupported request: {type(request)}") 59 | 60 | user_agent = f"droombot/{VERSION}" 61 | headers = { 62 | "Authorization": f"Bearer {STABILITY_API_KEY}", 63 | "User-Agent": user_agent, 64 | "accept": "application/json", 65 | } 66 | 67 | raw_post_data = request.model_dump(mode="json") 68 | writer = aiohttp.MultipartWriter("form-data") 69 | # filter out values that are None 70 | for k, v in raw_post_data.items(): 71 | if v is None: 72 | continue 73 | writer.append( 74 | aiohttp.StringPayload(value=str(v)), 75 | headers={aiohttp.hdrs.CONTENT_DISPOSITION: f'form-data; name="{k}"'}, 76 | ) 77 | 78 | async with session.post( 79 | url=url, data=writer, timeout=timeout, headers=headers 80 | ) as resp: 81 | results = await resp.json() 82 | if resp.status >= 400: 83 | logger.error(f"Call to Stability errored. Response: {results}") 84 | raise ValueError("An error occurred") 85 | 86 | # responses are encoded in an 'artifacts' item, but this is NOT 87 | # mentioned in the docs. 88 | logger.info("Received a successful response from text-to-image generation.") 89 | return [TextToImageResponse.from_raw_api(results)] 90 | 91 | 92 | if __name__ == "__main__": 93 | # for testing 94 | async def main(): 95 | request = TextToImageRequestV2Core( 96 | prompt="Green trees in a forest with ferns, oil painting" 97 | ) 98 | async with aiohttp.ClientSession() as session: 99 | results = await text_to_image(session, request) 100 | 101 | print(results[0].model_dump_json()) 102 | 103 | asyncio.run(main()) 104 | -------------------------------------------------------------------------------- /src/droombot/worker.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | import asyncio 16 | import json 17 | import logging 18 | import traceback 19 | 20 | import aiohttp 21 | import pydantic 22 | import pydantic.json 23 | import redis.asyncio as redis 24 | from aiolimiter import AsyncLimiter 25 | 26 | from .api import text_to_image 27 | from .config import MAX_REQUESTS_PER_MINUTE, REDIS_HOST, REDIS_KEY_LIFETIME, REDIS_PORT 28 | from .models import PubSubMessage, pubsub_to_t2i 29 | 30 | logger = logging.getLogger(__name__) 31 | 32 | 33 | class Worker: 34 | def __init__(self): 35 | self._redis_connection = redis.Redis(host=REDIS_HOST, port=REDIS_PORT) 36 | 37 | self._running_tasks: set[asyncio.Task] = set() 38 | self._wait_lock = asyncio.Lock() 39 | 40 | def run(self): 41 | logger.info("Starting worker...") 42 | asyncio.run(self.loop()) 43 | 44 | def _done_callback(self, t: asyncio.Task) -> None: 45 | if (exc := t.exception()) is not None: 46 | logger.error( 47 | f"Task {t.get_name()} raised an exception during execution...: {exc} " 48 | f"\n \n {''.join(traceback.format_tb(exc.__traceback__))}" 49 | ) 50 | self._running_tasks.discard(t) 51 | 52 | async def loop(self): 53 | """Main application loop""" 54 | http_client = aiohttp.ClientSession() 55 | limiter = AsyncLimiter(MAX_REQUESTS_PER_MINUTE) 56 | async with self._redis_connection.pubsub() as pubsub: 57 | await pubsub.subscribe("droombot-prompts") 58 | while True: 59 | async with limiter: 60 | task = asyncio.create_task(self.read_and_run(pubsub, http_client)) 61 | self._running_tasks.add(task) 62 | task.add_done_callback(self._done_callback) 63 | 64 | async def read_and_run( 65 | self, channel: redis.client.PubSub, session: aiohttp.ClientSession 66 | ) -> None: 67 | """Read redis channel for new message, and run text-to-image if there is one. 68 | 69 | The result is stored back into redis by the interaction id 70 | 71 | :return: None 72 | """ 73 | async with self._wait_lock: 74 | message = await channel.get_message(ignore_subscribe_messages=True) 75 | 76 | if message is None: 77 | logger.debug("No message to process...") 78 | return 79 | 80 | try: 81 | deserialized_message = PubSubMessage.parse_raw(message["data"]) 82 | except pydantic.ValidationError as e: 83 | logger.error(f"Could not parse message from pubsub due to: {e}") 84 | return 85 | 86 | logger.info( 87 | "Received message with for interaction " 88 | f"{deserialized_message.interaction_id} with prompt: " 89 | f"'{deserialized_message.text_prompt}'" 90 | ) 91 | 92 | text_to_image_request = pubsub_to_t2i(deserialized_message) 93 | 94 | logger.info("Running text-to-image conversion") 95 | responses = await text_to_image(session, text_to_image_request) 96 | logger.info("Received response from text-to-image conversion") 97 | serialized_responses = json.dumps( 98 | responses, default=pydantic.json.pydantic_encoder 99 | ) 100 | 101 | logger.info("Storing result in redis.") 102 | await self._redis_connection.set( 103 | f"interaction:{deserialized_message.interaction_id}", 104 | serialized_responses, 105 | ex=REDIS_KEY_LIFETIME, 106 | ) 107 | logger.info("Stored result in redis.") 108 | -------------------------------------------------------------------------------- /src/droombot/models.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | import argparse 15 | import enum 16 | import logging 17 | import shlex 18 | from typing import Annotated, Literal 19 | 20 | import pydantic 21 | 22 | logger = logging.getLogger(__name__) 23 | 24 | 25 | class FinishReason(enum.Enum): 26 | CONTENT_FILTERED = "CONTENT_FILTERED" 27 | ERROR = "ERROR" 28 | SUCCESS = "SUCCESS" 29 | 30 | 31 | ASPECT_RATIOS = Literal["16:9", "1:1", "21:9", "2:3", "3:2", "4:5", "9:16", "9:21"] 32 | STYLE_PRESETS = Literal[ 33 | "3d-model", 34 | "analog-film", 35 | "anime", 36 | "cinematic", 37 | "comic-book", 38 | "digital-art", 39 | "enhance", 40 | "fantasy-art", 41 | "isometric", 42 | "line-art", 43 | "low-poly", 44 | "modeling-compound", 45 | "neon-punk", 46 | "origami", 47 | "photographic", 48 | "pixel-art", 49 | "tile-texture", 50 | ] 51 | 52 | 53 | SeedType = Annotated[int, pydantic.Field(ge=0, le=4294967295)] 54 | PromptType = Annotated[str, pydantic.Field(min_length=1, max_length=10_000)] 55 | NegativePromptType = Annotated[str, pydantic.Field(min_length=0, max_length=10_000)] 56 | 57 | 58 | class TextToImageResponse(pydantic.BaseModel): 59 | # base-64 encoded image or null if finish reason is not success 60 | base64: str | None 61 | # the finish reason 62 | finish_reason: FinishReason 63 | # What seed ended up being used for this 64 | seed: int 65 | 66 | @classmethod 67 | def from_raw_api(cls, raw_api_response: dict) -> "TextToImageResponse": 68 | return cls( 69 | base64=raw_api_response["image"], 70 | finish_reason=raw_api_response["finish_reason"], 71 | seed=raw_api_response["seed"], 72 | ) 73 | 74 | 75 | class TextToImageRequestV2Core(pydantic.BaseModel): 76 | """TextToImage request for the core v2 api of Stability AI""" 77 | 78 | prompt: PromptType 79 | aspect_ratio: ASPECT_RATIOS = "1:1" 80 | negative_prompt: NegativePromptType | None = None 81 | seed: SeedType = 0 82 | style_preset: STYLE_PRESETS | None = None 83 | output_format: Literal["jpeg", "png", "webp"] = "png" 84 | 85 | 86 | class TextToImageRequestV2SD3(pydantic.BaseModel): 87 | """TextToImage request for the Stable Diffusion 3 api of Stability AI""" 88 | 89 | prompt: PromptType 90 | aspect_ratio: ASPECT_RATIOS = "1:1" 91 | negative_prompt: NegativePromptType | None = None 92 | model: Literal["sd3", "sd3-turbo"] = "sd3" 93 | seed: SeedType = 0 94 | output_format: Literal["jpeg", "png"] = "png" 95 | 96 | 97 | class PubSubMessage(pydantic.BaseModel): 98 | """Message used for passing in pub/sub""" 99 | 100 | # the discord interaction id 101 | interaction_id: str 102 | 103 | # The text prompt used 104 | text_prompt: str 105 | 106 | 107 | def pubsub_to_t2i( 108 | message: PubSubMessage, 109 | ) -> TextToImageRequestV2Core | TextToImageRequestV2SD3: 110 | """Convert a pubsub message to a text 2 image request 111 | 112 | :param message: the message 113 | :return: text to image request 114 | """ 115 | parser = argparse.ArgumentParser(exit_on_error=False) 116 | parser.add_argument( 117 | "-m", "--model", choices=["core", "sd3", "sd3-turbo"], default="core" 118 | ) 119 | 120 | # we want to consider everything before a `-` as the text prompt, without quoting. 121 | prompt, maybe_dash, options = message.text_prompt.partition("-") 122 | 123 | args, failures = parser.parse_known_args(shlex.split(maybe_dash + options), None) 124 | if failures: 125 | logger.warning(f"Unrecognized arguments: {''.join(failures)}, ignoring...") 126 | 127 | if args.model == "core": 128 | return TextToImageRequestV2Core(prompt=prompt.strip()) 129 | 130 | return TextToImageRequestV2SD3(prompt=prompt.strip(), model=args.model) 131 | -------------------------------------------------------------------------------- /src/droombot/bot.py: -------------------------------------------------------------------------------- 1 | # Copyright 2023-2024 Sander Bollen 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12 | # See the License for the specific language governing permissions and 13 | # limitations under the License. 14 | 15 | import logging 16 | import time 17 | 18 | import aiolimiter 19 | import discord 20 | import pydantic 21 | import redis.asyncio as redis 22 | 23 | from .config import DISCORD_GUILD_IDS, MAX_REQUESTS_PER_MINUTE, REDIS_HOST, REDIS_PORT 24 | from .models import FinishReason, PubSubMessage, TextToImageResponse 25 | from .utils import text_to_image_result_to_buffer 26 | 27 | logger = logging.getLogger(__name__) 28 | 29 | 30 | LIMITER = aiolimiter.AsyncLimiter(MAX_REQUESTS_PER_MINUTE) 31 | 32 | 33 | async def poll_interaction_result( 34 | redis_connection: redis.Redis, interaction_id: str, timeout: int = 900 35 | ) -> list[TextToImageResponse]: 36 | """Poll the interaction result from redis 37 | 38 | :param redis_connection: Redis instance to poll from 39 | :param interaction_id: interaction id to retrieve 40 | :param timeout: timeout in seconds, after which we bail 41 | :return: list of text to image responses 42 | :raises: TimeOutError 43 | """ 44 | interaction_key = f"interaction:{interaction_id}" 45 | start = time.monotonic() 46 | while True: 47 | now = time.monotonic() 48 | if (now - start) >= timeout: 49 | raise TimeoutError("Waited for too long, no result found") 50 | async with LIMITER: 51 | logger.debug(f"Polling for {interaction_key}") 52 | raw_results = await redis_connection.get(interaction_key) 53 | if raw_results is None: 54 | logger.debug(f"Interaction {interaction_key} not found, trying again") 55 | continue 56 | 57 | logger.debug("Found results, parsing to response") 58 | return pydantic.TypeAdapter(list[TextToImageResponse]).validate_json( 59 | raw_results 60 | ) 61 | 62 | 63 | def create_bot() -> discord.Bot: 64 | """Create the discord bot 65 | 66 | :return: 67 | """ 68 | bot = discord.Bot() 69 | redis_connection: redis.Redis = redis.Redis(host=REDIS_HOST, port=REDIS_PORT) 70 | 71 | @bot.event 72 | async def on_ready(): 73 | logger.info(f"Starting bot as {bot.user}...") 74 | 75 | @bot.slash_command( 76 | description="Generate images using a text prompt", guild_ids=DISCORD_GUILD_IDS 77 | ) 78 | async def prompt(ctx, text: str): 79 | logger.info( 80 | f"Receiving prompt from channel {ctx.interaction.channel_id}, " 81 | f"from user {ctx.interaction.user.id}" 82 | ) 83 | logger.info(f"Prompt message: {text}") 84 | if text == "": 85 | await ctx.respond( 86 | f"Hi {ctx.interaction.user.mention}. Your prompt text may not be empty" 87 | ) 88 | return 89 | 90 | await ctx.respond( 91 | f"Hi {ctx.interaction.user.mention}! Your prompt: **{text}**. " 92 | "We will now be generating your image. " 93 | "This may take a minute." 94 | ) 95 | 96 | logger.info("Sending message to redis for worker to pick up") 97 | message = PubSubMessage( 98 | interaction_id=str(ctx.interaction.id), text_prompt=text 99 | ) 100 | 101 | await redis_connection.publish("droombot-prompts", message.model_dump_json()) 102 | logger.info("Polling for result") 103 | 104 | try: 105 | image_results = await poll_interaction_result( 106 | redis_connection, str(ctx.interaction.id) 107 | ) 108 | except TimeoutError: 109 | logger.error("Received timeout on polling for results...") 110 | await ctx.respond("Image generation failed - please try again later.") 111 | return 112 | logger.info("Results received, converting to files") 113 | 114 | if not all(r.finish_reason is FinishReason.SUCCESS for r in image_results): 115 | is_error = any(r.finish_reason is FinishReason.ERROR for r in image_results) 116 | is_filtered = any( 117 | r.finish_reason is FinishReason.CONTENT_FILTERED for r in image_results 118 | ) 119 | if is_error: 120 | await ctx.respond( 121 | "Image generation failed to due to error - please try again later" 122 | ) 123 | elif is_filtered: 124 | await ctx.respond( 125 | "Image generation failed due to prompt being filtered. " 126 | "Please try another prompt." 127 | ) 128 | else: 129 | await ctx.respond("Image generation failed due to unknown error.") 130 | return 131 | 132 | logger.info("Converting response to buffers") 133 | 134 | files = [] 135 | for i, image_result in enumerate(image_results): 136 | buffer = text_to_image_result_to_buffer(image_result) 137 | file = discord.File( 138 | buffer, filename=f"{ctx.interaction.user.name}_{text[:10]}_{i}.png" 139 | ) 140 | files.append(file) 141 | logger.info("Done converting to buffers") 142 | 143 | await ctx.respond("Here are the results!", files=files) 144 | 145 | return bot 146 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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