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HDI-Project / ATM

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).
https://hdi-project.github.io/ATM/
MIT License
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AttributeError: type object 'object' has no attribute 'dtype', even on files given in explanation #162

Open henryxu0 opened 2 years ago

henryxu0 commented 2 years ago

Description

When I just ran 

from atm import ATM

atm = ATM()
results = atm.run(train_path='pollution_1.csv')

The pollution_1.csv file is the same file that is given in the explanation.

I got a very long error message that kept repeating saying AttributeError: type object 'object' has no attribute 'dtype'. I googled the error and it said to upgrade my pandas package, so I upgraded it to pandas 1.3.2. However, I still get the error message. What do I need to do in order to properly run the ATM package? 

Paste the command(s) you ran and the output.
If there was a crash, please include the traceback here.

from atm import ATM

atm = ATM() results = atm.run(train_path='pollution_1.csv')

Output: 

Processing dataset pollution_1.csv
  0%|                                                                                          | 0/100 [00:00<?, ?it/s]Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: pending>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.

  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.
  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.

  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.
  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.

  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.
  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.

  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.
  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.

  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.
  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

Something went wrong. Sleeping 5 seconds.

  0%|                                                                                          | 0/100 [00:05<?, ?it/s]
Error testing classifier: datarun=<ID = 5, dataset ID = 5, strategy = uniform___uniform, budget = classifier (100), status: running>
Traceback (most recent call last):
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 399, in run_classifier
    model, metrics = self.test_classifier(hyperpartition.method, params)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\worker.py", line 207, in test_classifier
    metrics = model.train_test(self.dataset)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 214, in train_test
    cv_scores = self._cross_validate(X_train, y_train)
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\classifier.py", line 136, in _cross_validate
    df, cv_scores = cross_validate_pipeline(pipeline=self.pipeline,
  File "C:\Users\henry\anaconda3\lib\site-packages\atm\metrics.py", line 214, in cross_validate_pipeline
    df = pd.DataFrame(columns=metrics)
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\frame.py", line 392, in __init__
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\internals\construction.py", line 195, in init_dict
  File "C:\Users\henry\anaconda3\lib\site-packages\pandas\core\dtypes\cast.py", line 1175, in construct_1d_arraylike_from_scalar
AttributeError: type object 'object' has no attribute 'dtype'

this goes on for several iterations, more than I can include.