apiVersion: v1
kind: ConfigMap
metadata:
  name: trader
data:
  trader.yaml: |
    name: trader
    params:
      epoch_time: 1605312000
      period: 720h
      interval: 6h
      granularity: 30m
    dataspaces:
      - from: local
        name: portfolio
        measurements:
          - name: usd_balance
            type: number
            initializer: 1000000
          - name: btc_balance
            type: number
            initializer: 0
        actions:
          buy: |
            usd_balance -= args.price
            btc_balance += 1
          sell: |
            usd_balance += args.price
            btc_balance -= 1
        laws:
          - usd_balance >= 0
          - btc_balance >= 0
      - from: coinbase
        name: btcusd
        data:
          connector:
            name: file
            params:
              path: btcusd.csv
          processor:
            name: csv
        measurements:
          - name: close
    actions:
      - name: buy
        do:
          name: local.portfolio.buy
          args:
            price: coinbase.btcusd.close
      - name: sell
        do:
          name: local.portfolio.sell
          args:
            price: coinbase.btcusd.close
      - name: hold
    training:
      reward_init: |
        prev_price = prev_state.coinbase.btcusd.close
      rewards:
        - reward: buy
          with: |
            new_price = new_state.coinbase.btcusd.close
            change_in_price = prev_price - new_price
            reward = change_in_price
        - reward: sell
          with: |
            new_price = new_state.coinbase.btcusd.close
            change_in_price = prev_price - new_price
            reward = -change_in_price
        - reward: hold
          with: reward = 1

  btcusd.csv: |
    time,open,high,low,close,volume
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