78 lines
7.8 KiB
Markdown
78 lines
7.8 KiB
Markdown
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# API Documentation
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## Changing the Configuration of Frontend
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The default configuration for backend server URL is [http://127.0.0.1:8000/](http://127.0.0.1:8000/), you can also change it in `/src/utils/config.js`.
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You will see blank tables on the frontend if you haven't started the backend Django server, or the backend server URL is configured incorrectly.
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## REST API of Backend
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The definitions of the fields are as follows:
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* `eval_num`: Integer. The number of evaluation times.
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* `name`: String. The name of the environment.
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* `agent0`: String. Model name.
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* `agent1`: String. Model name.
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* `win`: Boolean. True if model in the first seat wins.
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* `payoff`: Float. The payoff of the agent in the first seat.
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* `index`: Integer. The index of the game of the same environent and same agent. It is in the range \[0, eval_num-1\]
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| type | Resource | Parameters | Description |
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|------|-------------------------------------|-------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|
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| GET | tournament/launch | `num_eval_games`, `name` | Launch tournment on the game. Each pair of models will play `num_eval_games` times. Results will be saved in database. |
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| GET | tournament/query\_game | `name`, `index`, `agent0`, `agent1`, `win`, `payoff`, `elements_every_page`, `page_index` | Query the games with the given parameters |
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| GET | tournament/query\_payoff | `name`, `agent0`, `agent1`, `payoff` | Query the payoffs with the given parameters |
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| GET | tournament/query\_agent\_payoff | `name`, `elements_every_page`, `page_index`, | Query the payoffs of all the agents |
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| GET | tournament/replay | `name`, `agent0`, `agent1`, `index` | Return the replay data |
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| POST | tournament/upload\_agent | `model`(Python file), `name`, `game`, | Upload a model file. `name` is model ID |
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| GET | tournament/delete\_agent | `name` | Delete the agent of the given name |
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| GET | tournament/list\_uploaded\_agents | `game` | list all the uploaded agents |
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| GET | tournament/list\_baseline\_agents | `game` | list all the baseline agents |
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| GET | download\_examples | `name` | download the example agents |
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### Example API
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| API | Description |
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|------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------|
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| http://127.0.0.1:8000/tournament/launch?num_eval_games=200&name=leduc-holdem | Evaluate on Leduc Holdem with 200 games for each pair of models |
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| 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 |
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| http://127.0.0.1:8000/tournament/query_game&elements_every_page=10&page_index=0 | Get all the game data |
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| 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 |
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| http://127.0.0.1:8000/tournament/query_payoff | Get all the payoffs |
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| 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 |
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| http://127.0.0.1:8000/tournament/query_agent_payoff?name=leduc-holdem&elements\_every\_page=1&page\_index=1 | Get the payoffs of all the agents of leduc-holdem |
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| http://127.0.0.1:8000/tournament/list_uploaded_agents?game=leduc-holdem | List the uploaded agents of leduc-holdem |
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| http://127.0.0.1:8000/tournament/list_baseline_agents?game=leduc-holdem | List the baseline agents of leduc-holdem |
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| http://127.0.0.1:8000/tournament/download_examples?name=example_luduc_nfsp_model | Download the NFSP example model for Leduc Hold'em |
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## Registered Models
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Some models have been pre-registered as baselines
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| Model | Game | Description |
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|----------------------|--------------|---------------------------------------|
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| leduc-holdem-random | leduc-holdem | A random model |
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| leduc-holdem-cfr | leduc-holdem | Pre-trained CFR model on Leduc Holdem |
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| leduc-holdem-rule-v1 | leduc-holdem | A rule model that plays greedily |
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| doudizhu-random | doudizhu | A random model |
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| doudizhu-rule-v1 | doudizhu | Dou Dizhu rule model |
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### Example of uploading a new model
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A example model file is prepared:
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```
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cd server/media/example_agents
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```
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Upload the model with `curl`:
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```
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curl -F 'model=@example_luduc_nfsp_model.zip' -F "name=leduc-nfsp" -F "game=leduc-holdem" http://127.0.0.1:8000/tournament/upload_agent
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```
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Launch the tounament with:
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```
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curl 'http://127.0.0.1:8000/tournament/launch?num_eval_games=200&name=leduc-holdem'
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```
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We list the uploaded agent with
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```
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curl http://127.0.0.1:8000/tournament/list_uploaded_agents
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```
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We can delete the agent with
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```
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curl 'http://127.0.0.1:8000/tournament/delete_agent?name=leduc-new'
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```
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