503 error and AttributeError: module 'google.auth.transport' has no attribute 'requests' about python-aiplatform HOT 4 CLOSED

Hi,

The 503s are most likely connectivity issues specific to that environment, especially if you can get the script to run in other machines.

As for the last error, I'm not quite sure what could be causing it. That requests transport has been there for a long time so any recent version of google-auth should be sufficient.

Can you please share:

(1) The Python version you are using.
(2) A code snippet.
(3) The versions of the libraries you have installed.pip freeze

(Tentatively moving to aiplatform, but may end up coming back to api-core.)

from python-aiplatform.

@busunkim96 I am using

1. Python 3.8.3 (default, Jul 2 2020, 17:30:36) [MSC v.1916 64 bit (AMD64)]
   IPython 7.16.1 -- An enhanced Interactive Python.

2.              import os
                os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = "C:\\cloud\\api.json"
                from typing import Dict
   
                from google.cloud import aiplatform
                from google . protobuf  import  json_format
                from google.protobuf.struct_pb2 import Value
                
                payload = { 
                    "volume":  '1000'
                    }
                
   
                def predict_tabular_regression_sample(
                    project: str,
                    endpoint_id: str,
                    instance_dict: Dict,
                    location: str = "us-central1",
                    api_endpoint: str = "us-central1-prediction-aiplatform.googleapis.com",
                ):
                    client_options = {"api_endpoint": api_endpoint}
                    # Initialize client that will be used to create and send requests.
                    # This client only needs to be created once, and can be reused for multiple requests.
                    client = aiplatform.gapic.PredictionServiceClient(client_options=client_options)
                    # for more info on the instance schema, please use get_model_sample.py
                    # and look at the yaml found in instance_schema_uri
                    instance = json_format.ParseDict(instance_dict, Value())
                    instances = [instance]
                    parameters_dict = {}
                    parameters = json_format.ParseDict(parameters_dict, Value())
                    endpoint = client.endpoint_path(
                        project=project, location=location, endpoint=endpoint_id
                    )
                    response = client.predict(
                        endpoint=endpoint, instances=instances, parameters=parameters
                    )
                    #("response")
                   #print(" deployed_model_id:", response.deployed_model_id)
                    # See gs://google-cloud-aiplatform/schema/predict/prediction/tables_regression.yaml for the format of the predictions.
                    predictions = response.predictions
                    for  prediction  in  predictions :
                        print("prediction:", dict(prediction))
                        print("this is the prediction", prediction["value"])
                        
                
                ENDPOINT_ID="3406442547744"
                PROJECT_ID = "screener"
                
                INSTANCE = payload
                
                predict_tabular_regression_sample(
                        instance_dict=INSTANCE, project=PROJECT_ID, endpoint_id=ENDPOINT_ID
                    )
   

I have following  

['-illow==7.2.0', 'alabaster==0.7.12', 'anaconda-client==1.7.2', 'anaconda-navigator==1.9.12', 'anaconda-project==0.8.3', 'aniso8601==8.0.0', 'argh==0.26.2', 'asn1crypto==1.3.0', 'astroid==2.4.2', 'astropy==4.0.1.post1', 'atomicwrites==1.4.0', 'attrs==19.3.0', 'autopep8==1.5.3', 'babel==2.8.0', 'backcall==0.2.0', 'backports.functools-lru-cache==1.6.1', 'backports.shutil-get-terminal-size==1.0.0', 'backports.tempfile==1.0', 'backports.weakref==1.0.post1', 'bcrypt==3.1.7', 'beautifulsoup4==4.9.1', 'bitarray==1.4.0', 'bkcharts==0.2', 'bleach==3.1.5', 'bokeh==2.1.1', 'boto==2.49.0', 'bottleneck==1.3.2', 'bpemb==0.3.2', 'brotlipy==0.7.0', 'cachetools==4.1.1', 'certifi==2020.6.20', 'cffi==1.14.4', 'chardet==3.0.4', 'click==7.1.2', 'cloudpickle==1.6.0', 'clyent==1.2.2', 'colorama==0.4.4', 'colorlog==4.6.2', 'comtypes==1.1.7', 'conda-build==3.18.11', 'conda-package-handling==1.7.0', 'conda-verify==3.4.2', 'conda==4.8.3', 'contextlib2==0.6.0.post1', 'cryptography==3.2.1', 'cycler==0.10.0', 'cython==0.29.21', 'cytoolz==0.10.1', 'dask==2.20.0', 'decorator==4.4.2', 'defusedxml==0.6.0', 'deprecated==1.2.10', 'diff-match-patch==20200713', 'dill==0.3.3', 'distributed==2.20.0', 'docutils==0.16', 'entrypoints==0.3', 'et-xmlfile==1.0.1', 'fastcache==1.1.0', 'filelock==3.0.12', 'flair==0.6.1', 'flake8==3.8.3', 'flask-cors==3.0.9', 'flask-restx==0.2.0', 'flask==1.1.2', 'fsspec==0.7.4', 'ftfy==5.8', 'future==0.18.2', 'gdown==3.12.2', 'gensim==3.8.3', 'gevent==20.6.2', 'glob2==0.7', 'gmpy2==2.0.8', 'google-api-core==1.23.0', 'google-api-python-client==1.12.8', 'google-auth-httplib2==0.0.4', 'google-auth==1.23.0', 'google-cloud-aiplatform==0.3.1', 'google-cloud-automl==2.1.0', 'google-cloud-bigquery==2.5.0', 'google-cloud-core==1.4.4', 'google-cloud-storage==1.33.0', 'google-cloud==0.34.0', 'google-crc32c==1.0.0', 'google-resumable-media==1.1.0', 'google==3.0.0', 'googleapis-common-protos==1.52.0', 'goto-statement==1.2', 'greenlet==0.4.16', 'grpcio==1.33.2', 'h5py==2.10.0', 'heapdict==1.0.1', 'html5lib==1.1', 'httplib2==0.18.1', 'hyperopt==0.2.5', 'idna==2.10', 'imagehash==4.0', 'imageio==2.5.0', 'imagesize==1.2.0', 'importlib-metadata==1.7.0', 'iniconfig==1.1.1', 'intervaltree==3.0.2', 'ipykernel==5.3.2', 'ipython-genutils==0.2.0', 'ipython==7.16.1', 'ipywidgets==7.5.1', 'isort==4.3.21', 'itsdangerous==1.1.0', 'janome==0.4.1', 'jdcal==1.4.1', 'jedi==0.17.1', 'jinja2==2.11.2', 'joblib==0.17.0', 'json5==0.9.5', 'jsonschema==3.2.0', 'jupyter-client==6.1.6', 'jupyter-console==6.1.0', 'jupyter-core==4.6.3', 'jupyter==1.0.0', 'jupyterlab-server==1.2.0', 'jupyterlab==2.1.5', 'keyring==21.2.1', 'kiwisolver==1.2.0', 'konoha==4.6.2', 'langdetect==1.0.8', 'lazy-object-proxy==1.4.3', 'libarchive-c==2.9', 'libcst==0.3.14', 'lightwood==0.48.0', 'llvmlite==0.33.0+1.g022ab0f', 'locket==0.2.0', 'lxml==4.6.2', 'markupsafe==1.1.1', 'matplotlib==3.2.2', 'mccabe==0.6.1', 'menuinst==1.4.16', 'mindsdb-native==2.22.0', 'mindsdb==2.13.8', 'mistune==0.8.4', 'mkl-fft==1.1.0', 'mkl-random==1.1.1', 'mkl-service==2.3.0', 'mo-future==3.147.20327', 'mock==4.0.2', 'more-itertools==8.4.0', 'moz-sql-parser==3.32.20026', 'mpld3==0.3', 'mplfinance==0.12.7a0', 'mpmath==1.1.0', 'msgpack==1.0.0', 'multipledispatch==0.6.0', 'mypy-extensions==0.4.3', 'mysql-connector-python==8.0.22', 'navigator-updater==0.2.1', 'nbconvert==5.6.1', 'nbformat==5.0.7', 'nest-asyncio==1.4.0', 'networkx==2.5', 'nltk==3.5', 'nonconformist==2.1.0', 'nose==1.3.7', 'notebook==6.0.3', 'numba==0.50.1', 'numexpr==2.7.1', 'numpy==1.18.5', 'numpydoc==1.1.0', 'oauth2client==4.1.3', 'olefile==0.46', 'openpyxl==3.0.4', 'overrides==3.0.0', 'packaging==20.4', 'pandas-ta==0.1.97b0', 'pandas==1.0.5', 'pandocfilters==1.4.2', 'paramiko==2.7.1', 'parso==0.7.0', 'partd==1.1.0', 'path==13.1.0', 'pathlib2==2.3.5', 'pathtools==0.1.2', 'patsy==0.5.1', 'pep8==1.7.1', 'pexpect==4.8.0', 'pg8000==1.16.6', 'pickleshare==0.7.5', 'pillow==6.2.2', 'pip==20.1.1', 'pkginfo==1.5.0.1', 'pluggy==0.13.1', 'ply==3.11', 'portalocker==2.0.0', 'prometheus-client==0.8.0', 'prompt-toolkit==3.0.5', 'proto-plus==1.11.0', 'protobuf==3.14.0', 'psutil==5.7.0', 'py==1.9.0', 'pyasn1-modules==0.2.8', 'pyasn1==0.4.8', 'pycodestyle==2.6.0', 'pycosat==0.6.3', 'pycparser==2.20', 'pycurl==7.43.0.5', 'pydocstyle==5.0.2', 'pyflakes==2.2.0', 'pygments==2.6.1', 'pylint==2.5.3', 'pymongo==3.11.1', 'pynacl==1.4.0', 'pyodbc==4.0.0-unsupported', 'pyopenssl==19.1.0', 'pyparsing==2.3.1', 'pyreadline==2.1', 'pyrsistent==0.17.3', 'pysocks==1.7.1', 'pytest==6.1.2', 'python-dateutil==2.8.0', 'python-jsonrpc-server==0.3.4', 'python-language-server==0.34.1', 'python-multipart==0.0.5', 'python-tds==1.10.0', 'pythonnet==2.5.1', 'pytz==2020.1', 'pywavelets==1.1.1', 'pywin32-ctypes==0.2.0', 'pywin32==300', 'pywinpty==0.5.7', 'pyyaml==5.3.1', 'pyzmq==19.0.1', 'qdarkstyle==2.8.1', 'qtawesome==0.7.2', 'qtconsole==4.7.5', 'qtpy==1.9.0', 'regex==2020.6.8', 'requests==2.24.0', 'rope==0.17.0', 'rsa==4.6', 'rtree==0.9.4', 'ruamel-yaml==0.15.87', 'sacremoses==0.0.43', 'schema==0.7.2', 'scikit-image==0.16.2', 'scikit-learn==0.23.2', 'scipy==1.4.1', 'scramp==1.2.0', 'seaborn==0.10.1', 'segtok==1.5.10', 'send2trash==1.5.0', 'sentencepiece==0.1.94', 'setuptools==49.2.0.post20200714', 'simplegeneric==0.8.1', 'singledispatch==3.4.0.3', 'sip==4.19.13', 'six==1.15.0', 'sklearn==0.0', 'smart-open==4.0.1', 'snowballstemmer==2.0.0', 'sortedcollections==1.2.1', 'sortedcontainers==2.2.2', 'soupsieve==2.0.1', 'sphinx==3.1.2', 'sphinxcontrib-applehelp==1.0.2', 'sphinxcontrib-devhelp==1.0.2', 'sphinxcontrib-htmlhelp==1.0.3', 'sphinxcontrib-jsmath==1.0.1', 'sphinxcontrib-qthelp==1.0.3', 'sphinxcontrib-serializinghtml==1.1.4', 'sphinxcontrib-websupport==1.2.3', 'spyder-kernels==1.9.2', 'spyder==4.1.4', 'sqlalchemy==1.3.18', 'sqlitedict==1.7.0', 'statsmodels==0.11.1', 'sympy==1.6.1', 'tables==3.6.1', 'tabulate==0.8.7', 'tblib==1.6.0', 'terminado==0.8.3', 'testpath==0.4.4', 'threadpoolctl==2.1.0', 'tokenizers==0.9.2', 'toml==0.10.2', 'toolz==0.10.0', 'torch==1.4.0+cpu', 'torchvision==0.5.0+cpu', 'tornado==6.0.4', 'tqdm==4.47.0', 'traitlets==4.3.3', 'transformers==3.4.0', 'typing-extensions==3.7.4.2', 'typing-inspect==0.6.0', 'ujson==1.35', 'unicodecsv==0.14.1', 'uritemplate==3.0.1', 'urllib3==1.25.9', 'waitress==1.4.4', 'watchdog==0.10.3', 'wcwidth==0.2.5', 'webencodings==0.5.1', 'websocket-client==0.57.0', 'websockets==8.1', 'werkzeug==1.0.1', 'wheel==0.34.2', 'widgetsnbextension==3.5.1', 'win-inet-pton==1.1.0', 'win-unicode-console==0.5', 'wincertstore==0.2', 'wrapt==1.12.1', 'xlrd==1.2.0', 'xlsxwriter==1.2.9', 'xlwings==0.19.5', 'xlwt==1.3.0', 'xmltodict==0.12.0', 'yapf==0.30.0', 'zict==2.0.0', 'zipp==3.1.0', 'zope.event==4.4', 'zope.interface==4.7.1']

from python-aiplatform.

@Winthan To make sure this is not caused by some hidden dependency issues, could you try a clean installation of the library in a virtual environment and try again?

from python-aiplatform.

Thank you for filing this issue. We asked some clarifying questions a week or more ago and never heard back from you. We are unable to proceed with this issue until then, so we are closing it. Please feel free to re-open this issue with more information.

from python-aiplatform.