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kkuette / TradzQAI

Trading environnement for RL agents, backtesting and training.
Apache License 2.0
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Cannot modify training data #8

Closed oscarberonius closed 5 years ago

oscarberonius commented 5 years ago

Hi.

I can successfully run the PPO agent using the provided file structure of the data directory. For this I am using "data_directory": "data/" as argument in environnement.json.

However, I tried pulling out the directory BTC_EUR_2018_07 and placed it in a new directory eval_data at the same level as the data dir. Now when I do 'python run.py -m train' I get the following error.

  File "run.py", line 110, in <module>
    session.loadSession()
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/TradzQAI/core/session/local.py", line 46, in loadSession
    self.initAgent()
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/TradzQAI/core/session/local.py", line 57, in initAgent
    self.agent = self.agent(env=self.env, device=self.device)._get()
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/TradzQAI/agents/PPO.py", line 6, in __init__
    Agent.__init__(self, env=env, device=device)
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/TradzQAI/agents/agent.py", line 27, in __init__
    device=device
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/agents/agent.py", line 283, in from_spec
    kwargs=kwargs
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/util.py", line 192, in get_object
    return obj(*args, **kwargs)
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/agents/ppo_agent.py", line 155, in __init__
    entropy_regularization=entropy_regularization
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/agents/learning_agent.py", line 141, in __init__
    batching_capacity=batching_capacity
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/agents/agent.py", line 80, in __init__
    self.model = self.initialize_model()
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/agents/ppo_agent.py", line 183, in initialize_model
    likelihood_ratio_clipping=self.likelihood_ratio_clipping
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/models/pg_prob_ratio_model.py", line 88, in __init__
    gae_lambda=gae_lambda
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/models/pg_model.py", line 98, in __init__
    requires_deterministic=False
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/models/distribution_model.py", line 90, in __init__
    discount=discount
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/models/memory_model.py", line 114, in __init__
    reward_preprocessing=reward_preprocessing
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/models/model.py", line 217, in __init__
    self.setup()
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/models/model.py", line 242, in setup
    self.setup_placeholders()
  File "/Users/Oscar/Documents/Cryptotrading/Tradz/lib/python3.6/site-packages/tensorforce/models/model.py", line 448, in setup_placeholders
    kwargs=dict(shape=self.states_spec[name]['shape']))
UnboundLocalError: local variable 'name' referenced before assignment

Any idea?

kkuette commented 5 years ago

The dataloader takes all files from all directory in the data_directory, if you defined a network that takes specific input, make sure the columns name of your datasets have the same name as your network input, also make sure all the datasets have the same number of columns.