8.8 KiB
NOTE: This project is under final tesing. The one in the repo only supports the visualization of some sampled data. The full version will be available soon!
Django Server
Server Setup
Install dependencies:
pip install -r requirements.txt
Migrate the databases:
cd server
python manage.py makemigrations
python manage.py migrate
Run server:
python manage.py runserver
The default URL is http://127.0.0.1:8000/
REST API
The definitions of the fields are as follows:
eval_num: Integer. The number of evaluation times.name: String. The name of the environment.agent0: String. Model name.agent1: String. Model name.win: Boolean. True if model in the first seat wins.payoff: Float. The payoff of the agent in the first seat.index: Integer. The index of the game of the same environent and same agent. It is in the range [0, eval_num-1]
| type | Resource | Parameters | Description |
|---|---|---|---|
| GET | tournament/launch | eval_num, name |
Launch tournment on the game. Each pair of models will play eval_num times. Results will be saved in database. |
| GET | tournament/query_game | name, index, agent0, agent1, win, payoff, elements_every_page, page_index |
Query the games with the given parameters |
| GET | tournament/query_payoff | name, agent0, agent1, payoff |
Query the payoffs with the given parameters |
| GET | tournament/replay | name, agent0, agent1, index |
Return the replay data |
| POST | tournament/upload_agent | model(Python file), name, game, entry |
Upload a model file. name is model ID, entry is the class name of the model |
| GET | tournament/delete_agent | name |
Delete the agent of the given name |
| GET | tournament/list_agents | list all the agents |
Example API
| API | Description |
|---|---|
| http://127.0.0.1:8000/tournament/launch?eval_num=200&name=leduc-holdem | Evaluate on Leduc Holdem with 200 games for each pair of models |
| http://127.0.0.1:8000/tournament/replay?name=leduc-holdem&agent0=leduc-holdem-rule-v1&agent1=leduc-holdem-cfr &index=3 | Obtain the replay data between rule model and CFR model. Obtain the data of the 3rd game |
| http://127.0.0.1:8000/tournament/query_game&elements_every_page=10&page_index=0 | Get all the game data |
| http://127.0.0.1:8000/tournament/query_game?name=leduc-holdem&elements_every_page=10&page_index=0 | Get all the game data of Leduc Holdem |
| http://127.0.0.1:8000/tournament/query_payoff | Get all the payoffs |
| http://127.0.0.1:8000/tournament/query_payoff?agent0=leduc-holdem-cfr&agent1=leduc-holdem-rule-v1 | Get all the payoffs between rule and CFR models |
Registered Models
Some models have been pre-registered as baselines
| Model | Game | Description |
|---|---|---|
| leduc-holdem-random | leduc-holdem | A random model |
| leduc-holdem-cfr | leduc-holdem | Pre-trained CFR model on Leduc Holdem |
| leduc-holdem-rule-v1 | leduc-holdem | A rule model that plays greedily |
| doudizhu-random | doudizhu | A random model |
| doudizhu-rule-v1 | doudizhu | Dou Dizhu rule model |
Example of uploading a new model
A example model file is prepared:
cd server/upload_test
Upload the model with curl:
curl -F 'model=@example_model.py' -F "name=leduc-new" -F "entry=LeducHoldemRuleModelV2" -F "game=leduc-holdem" http://127.0.0.1:8000/tournament/upload_agent
Launch the tounament with:
curl 'http://127.0.0.1:8000/tournament/launch?eval_num=200&name=leduc-holdem'
We list the uploaded agent with
curl http://127.0.0.1:8000/tournament/list_agents
We can delete the agent with
curl 'http://127.0.0.1:8000/tournament/delete_agent?name=leduc-new'
Others
This project was bootstrapped with Create React App.
Available Scripts
In the project directory, you can run:
yarn start
Runs the app in the development mode.
Open http://localhost:3000 to view it in the browser.
The page will reload if you make edits.
You will also see any lint errors in the console.
yarn test
Launches the test runner in the interactive watch mode.
See the section about running tests for more information.
yarn build
Builds the app for production to the build folder.
It correctly bundles React in production mode and optimizes the build for the best performance.
The build is minified and the filenames include the hashes.
Your app is ready to be deployed!
See the section about deployment for more information.
yarn eject
Note: this is a one-way operation. Once you eject, you can’t go back!
If you aren’t satisfied with the build tool and configuration choices, you can eject at any time. This command will remove the single build dependency from your project.
Instead, it will copy all the configuration files and the transitive dependencies (Webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except eject will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own.
You don’t have to ever use eject. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it.
Learn More
You can learn more in the Create React App documentation.
To learn React, check out the React documentation.
Code Splitting
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Analyzing the Bundle Size
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Making a Progressive Web App
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Advanced Configuration
This section has moved here: https://facebook.github.io/create-react-app/docs/advanced-configuration
Deployment
This section has moved here: https://facebook.github.io/create-react-app/docs/deployment
yarn build fails to minify
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