Hi Ahmet, Thank you. I have attached the requirements.txt that was generated from pip freeze > requirments.txt on the datalab notebook. The file does not include apache-beam package, only apache-airflow==1.9.0 Could you please let me know which package includes indexes.base
Best, Eila On Thu, Jun 21, 2018 at 1:55 PM, Ahmet Altay <al...@google.com> wrote: > Hi Ella, > > It seems like, the package related to indexes.base is not installed in the > workers. Could you try one of the methods in "Managing Python Pipeline > Dependencies" [1], to stage that dependency? > > Ahmet > > [1] https://beam.apache.org/documentation/sdks/python- > pipeline-dependencies/ > > On Thu, Jun 21, 2018 at 9:40 AM, OrielResearch Eila Arich-Landkof < > e...@orielresearch.org> wrote: > >> Hello all, >> >> Exploring that issue (Local runner - works great and Dataflow fails), >> there might be a mismatch between the apache_beam version and the dataflow >> version >> >> Please let me know what your thoughts are. if it is a version issue, what >> updates should be executed? how do I cover the installation on the datalab >> VM and the Google Cloud Platform. >> >> Running the following command / or a different command on the shell? on >> datalab? >> >> I tried running this on the datalab and it didnt solve the issue (*see >> below the full logs report*) >> >> pip install --upgrade apache_beam google-cloud-dataflow >> >> Please advice. >> >> Thanks, >> Eila >> >> >> *All logs:* >> >> >> INFO:root:Staging the SDK tarball from PyPI to >> gs://archs4/staging/label-archs4-tsv.1529598693.453095/dataflow_python_sdk.tar >> INFO:root:Executing command: ['/usr/local/envs/py2env/bin/python', '-m', >> 'pip', 'install', '--download', '/tmp/tmp5MM5wr', >> 'google-cloud-dataflow==2.0.0', '--no-binary', ':all:', '--no-deps'] >> INFO:root:file copy from /tmp/tmp5MM5wr/google-cloud-dataflow-2.0.0.tar.gz >> to >> gs://archs4/staging/label-archs4-tsv.1529598693.453095/dataflow_python_sdk.tar. >> INFO:oauth2client.client:Attempting refresh to obtain initial access_token >> INFO:oauth2client.client:Attempting refresh to obtain initial access_token >> INFO:root:Create job: <Job >> createTime: u'2018-06-21T16:31:51.304121Z' >> currentStateTime: u'1970-01-01T00:00:00Z' >> id: u'2018-06-21_09_31_50-17545183031487377678' >> location: u'us-central1' >> name: u'label-archs4-tsv' >> projectId: u'orielresearch-188115' >> stageStates: [] >> steps: [] >> tempFiles: [] >> type: TypeValueValuesEnum(JOB_TYPE_BATCH, 1)> >> INFO:root:Created job with id: [2018-06-21_09_31_50-17545183031487377678] >> INFO:root:To access the Dataflow monitoring console, please navigate to >> https://console.developers.google.com/project/orielresearch-188115/dataflow/job/2018-06-21_09_31_50-17545183031487377678 >> INFO:root:Job 2018-06-21_09_31_50-17545183031487377678 is in state >> JOB_STATE_PENDING >> INFO:root:2018-06-21T16:31:50.476Z: JOB_MESSAGE_DETAILED: Autoscaling is >> enabled for job 2018-06-21_09_31_50-17545183031487377678. The number of >> workers will be between 1 and 1000. >> INFO:root:2018-06-21T16:31:50.506Z: JOB_MESSAGE_DETAILED: Autoscaling was >> automatically enabled for job 2018-06-21_09_31_50-17545183031487377678. >> INFO:root:2018-06-21T16:31:53.079Z: JOB_MESSAGE_DETAILED: Checking required >> Cloud APIs are enabled. >> INFO:root:2018-06-21T16:31:53.385Z: JOB_MESSAGE_DETAILED: Checking >> permissions granted to controller Service Account. >> INFO:root:2018-06-21T16:31:54.161Z: JOB_MESSAGE_BASIC: Worker configuration: >> n1-standard-1 in us-central1-b. >> INFO:root:2018-06-21T16:31:54.910Z: JOB_MESSAGE_DETAILED: Expanding >> CoGroupByKey operations into optimizable parts. >> INFO:root:2018-06-21T16:31:54.936Z: JOB_MESSAGE_DEBUG: Combiner lifting >> skipped for step writing to TSV files/Write/WriteImpl/GroupByKey: GroupByKey >> not followed by a combiner. >> INFO:root:2018-06-21T16:31:54.968Z: JOB_MESSAGE_DETAILED: Expanding >> GroupByKey operations into optimizable parts. >> INFO:root:2018-06-21T16:31:54.992Z: JOB_MESSAGE_DETAILED: Lifting >> ValueCombiningMappingFns into MergeBucketsMappingFns >> INFO:root:2018-06-21T16:31:55.056Z: JOB_MESSAGE_DEBUG: Annotating graph with >> Autotuner information. >> INFO:root:2018-06-21T16:31:55.168Z: JOB_MESSAGE_DETAILED: Fusing adjacent >> ParDo, Read, Write, and Flatten operations >> INFO:root:2018-06-21T16:31:55.195Z: JOB_MESSAGE_DETAILED: Fusing consumer >> create more columns into Extract the rows from dataframe >> INFO:root:2018-06-21T16:31:55.221Z: JOB_MESSAGE_DETAILED: Fusing consumer >> writing to TSV files/Write/WriteImpl/GroupByKey/Reify into writing to TSV >> files/Write/WriteImpl/WindowInto(WindowIntoFn) >> INFO:root:2018-06-21T16:31:55.244Z: JOB_MESSAGE_DETAILED: Fusing consumer >> writing to TSV files/Write/WriteImpl/GroupByKey/Write into writing to TSV >> files/Write/WriteImpl/GroupByKey/Reify >> INFO:root:2018-06-21T16:31:55.271Z: JOB_MESSAGE_DETAILED: Fusing consumer >> writing to TSV files/Write/WriteImpl/WriteBundles/Do into writing to TSV >> files/Write/WriteImpl/GroupByKey/GroupByWindow >> INFO:root:2018-06-21T16:31:55.303Z: JOB_MESSAGE_DETAILED: Fusing consumer >> writing to TSV files/Write/WriteImpl/Map(<lambda at iobase.py:895>) into >> create more columns >> INFO:root:2018-06-21T16:31:55.328Z: JOB_MESSAGE_DETAILED: Fusing consumer >> writing to TSV files/Write/WriteImpl/WindowInto(WindowIntoFn) into writing >> to TSV files/Write/WriteImpl/Map(<lambda at iobase.py:895>) >> INFO:root:2018-06-21T16:31:55.341Z: JOB_MESSAGE_DETAILED: Fusing consumer >> writing to TSV files/Write/WriteImpl/GroupByKey/GroupByWindow into writing >> to TSV files/Write/WriteImpl/GroupByKey/Read >> INFO:root:2018-06-21T16:31:55.365Z: JOB_MESSAGE_DETAILED: Fusing consumer >> writing to TSV files/Write/WriteImpl/InitializeWrite into writing to TSV >> files/Write/WriteImpl/DoOnce/Read >> INFO:root:2018-06-21T16:31:55.396Z: JOB_MESSAGE_DEBUG: Workflow config is >> missing a default resource spec. >> INFO:root:2018-06-21T16:31:55.432Z: JOB_MESSAGE_DEBUG: Adding StepResource >> setup and teardown to workflow graph. >> INFO:root:2018-06-21T16:31:55.461Z: JOB_MESSAGE_DEBUG: Adding workflow start >> and stop steps. >> INFO:root:2018-06-21T16:31:55.486Z: JOB_MESSAGE_DEBUG: Assigning stage ids. >> INFO:root:2018-06-21T16:31:55.641Z: JOB_MESSAGE_DEBUG: Executing wait step >> start15 >> INFO:root:Job 2018-06-21_09_31_50-17545183031487377678 is in state >> JOB_STATE_RUNNING >> INFO:root:2018-06-21T16:31:55.701Z: JOB_MESSAGE_BASIC: Executing operation >> writing to TSV files/Write/WriteImpl/DoOnce/Read+writing to TSV >> files/Write/WriteImpl/InitializeWrite >> INFO:root:2018-06-21T16:31:55.727Z: JOB_MESSAGE_BASIC: Executing operation >> writing to TSV files/Write/WriteImpl/GroupByKey/Create >> INFO:root:2018-06-21T16:31:55.739Z: JOB_MESSAGE_DEBUG: Starting worker pool >> setup. >> INFO:root:2018-06-21T16:31:55.753Z: JOB_MESSAGE_BASIC: Starting 1 workers in >> us-central1-b... >> INFO:root:2018-06-21T16:31:55.839Z: JOB_MESSAGE_DEBUG: Value "writing to TSV >> files/Write/WriteImpl/GroupByKey/Session" materialized. >> INFO:root:2018-06-21T16:31:55.901Z: JOB_MESSAGE_BASIC: Executing operation >> Extract the rows from dataframe+create more columns+writing to TSV >> files/Write/WriteImpl/Map(<lambda at iobase.py:895>)+writing to TSV >> files/Write/WriteImpl/WindowInto(WindowIntoFn)+writing to TSV >> files/Write/WriteImpl/GroupByKey/Reify+writing to TSV >> files/Write/WriteImpl/GroupByKey/Write >> INFO:root:2018-06-21T16:31:56.332Z: JOB_MESSAGE_BASIC: BigQuery export job >> "dataflow_job_576766793008965363" started. You can check its status with the >> bq tool: "bq show -j --project_id=orielresearch-188115 >> dataflow_job_576766793008965363". >> INFO:root:2018-06-21T16:32:03.683Z: JOB_MESSAGE_DETAILED: Autoscaling: >> Raised the number of workers to 0 based on the rate of progress in the >> currently running step(s). >> INFO:root:2018-06-21T16:32:14.181Z: JOB_MESSAGE_DETAILED: Autoscaling: >> Raised the number of workers to 1 based on the rate of progress in the >> currently running step(s). >> INFO:root:2018-06-21T16:32:26.827Z: JOB_MESSAGE_DETAILED: BigQuery export >> job progress: "dataflow_job_576766793008965363" observed total of 1 exported >> files thus far. >> INFO:root:2018-06-21T16:32:26.850Z: JOB_MESSAGE_BASIC: BigQuery export job >> finished: "dataflow_job_576766793008965363" >> INFO:root:2018-06-21T16:32:33.078Z: JOB_MESSAGE_DETAILED: Workers have >> started successfully. >> INFO:root:2018-06-21T16:35:35.511Z: JOB_MESSAGE_ERROR: Traceback (most >> recent call last): >> File >> "/usr/local/lib/python2.7/dist-packages/dataflow_worker/batchworker.py", >> line 581, in do_work >> work_executor.execute() >> File "/usr/local/lib/python2.7/dist-packages/dataflow_worker/executor.py", >> line 166, in execute >> op.start() >> File "dataflow_worker/operations.py", line 283, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10680) >> def start(self): >> File "dataflow_worker/operations.py", line 284, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10574) >> with self.scoped_start_state: >> File "dataflow_worker/operations.py", line 289, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:9775) >> pickler.loads(self.spec.serialized_fn)) >> File >> "/usr/local/lib/python2.7/dist-packages/apache_beam/internal/pickler.py", >> line 225, in loads >> return dill.loads(s) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 277, in >> loads >> return load(file) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 266, in >> load >> obj = pik.load() >> File "/usr/lib/python2.7/pickle.py", line 858, in load >> dispatch[key](self) >> File "/usr/lib/python2.7/pickle.py", line 1090, in load_global >> klass = self.find_class(module, name) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 423, in >> find_class >> return StockUnpickler.find_class(self, module, name) >> File "/usr/lib/python2.7/pickle.py", line 1124, in find_class >> __import__(module) >> ImportError: No module named indexes.base >> >> INFO:root:2018-06-21T16:35:38.897Z: JOB_MESSAGE_ERROR: Traceback (most >> recent call last): >> File >> "/usr/local/lib/python2.7/dist-packages/dataflow_worker/batchworker.py", >> line 581, in do_work >> work_executor.execute() >> File "/usr/local/lib/python2.7/dist-packages/dataflow_worker/executor.py", >> line 166, in execute >> op.start() >> File "dataflow_worker/operations.py", line 283, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10680) >> def start(self): >> File "dataflow_worker/operations.py", line 284, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10574) >> with self.scoped_start_state: >> File "dataflow_worker/operations.py", line 289, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:9775) >> pickler.loads(self.spec.serialized_fn)) >> File >> "/usr/local/lib/python2.7/dist-packages/apache_beam/internal/pickler.py", >> line 225, in loads >> return dill.loads(s) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 277, in >> loads >> return load(file) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 266, in >> load >> obj = pik.load() >> File "/usr/lib/python2.7/pickle.py", line 858, in load >> dispatch[key](self) >> File "/usr/lib/python2.7/pickle.py", line 1090, in load_global >> klass = self.find_class(module, name) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 423, in >> find_class >> return StockUnpickler.find_class(self, module, name) >> File "/usr/lib/python2.7/pickle.py", line 1124, in find_class >> __import__(module) >> ImportError: No module named indexes.base >> >> INFO:root:2018-06-21T16:35:42.245Z: JOB_MESSAGE_ERROR: Traceback (most >> recent call last): >> File >> "/usr/local/lib/python2.7/dist-packages/dataflow_worker/batchworker.py", >> line 581, in do_work >> work_executor.execute() >> File "/usr/local/lib/python2.7/dist-packages/dataflow_worker/executor.py", >> line 166, in execute >> op.start() >> File "dataflow_worker/operations.py", line 283, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10680) >> def start(self): >> File "dataflow_worker/operations.py", line 284, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10574) >> with self.scoped_start_state: >> File "dataflow_worker/operations.py", line 289, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:9775) >> pickler.loads(self.spec.serialized_fn)) >> File >> "/usr/local/lib/python2.7/dist-packages/apache_beam/internal/pickler.py", >> line 225, in loads >> return dill.loads(s) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 277, in >> loads >> return load(file) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 266, in >> load >> obj = pik.load() >> File "/usr/lib/python2.7/pickle.py", line 858, in load >> dispatch[key](self) >> File "/usr/lib/python2.7/pickle.py", line 1090, in load_global >> klass = self.find_class(module, name) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 423, in >> find_class >> return StockUnpickler.find_class(self, module, name) >> File "/usr/lib/python2.7/pickle.py", line 1124, in find_class >> __import__(module) >> ImportError: No module named indexes.base >> >> INFO:root:2018-06-21T16:35:45.619Z: JOB_MESSAGE_ERROR: Traceback (most >> recent call last): >> File >> "/usr/local/lib/python2.7/dist-packages/dataflow_worker/batchworker.py", >> line 581, in do_work >> work_executor.execute() >> File "/usr/local/lib/python2.7/dist-packages/dataflow_worker/executor.py", >> line 166, in execute >> op.start() >> File "dataflow_worker/operations.py", line 283, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10680) >> def start(self): >> File "dataflow_worker/operations.py", line 284, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:10574) >> with self.scoped_start_state: >> File "dataflow_worker/operations.py", line 289, in >> dataflow_worker.operations.DoOperation.start >> (dataflow_worker/operations.c:9775) >> pickler.loads(self.spec.serialized_fn)) >> File >> "/usr/local/lib/python2.7/dist-packages/apache_beam/internal/pickler.py", >> line 225, in loads >> return dill.loads(s) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 277, in >> loads >> return load(file) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 266, in >> load >> obj = pik.load() >> File "/usr/lib/python2.7/pickle.py", line 858, in load >> dispatch[key](self) >> File "/usr/lib/python2.7/pickle.py", line 1090, in load_global >> klass = self.find_class(module, name) >> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 423, in >> find_class >> return StockUnpickler.find_class(self, module, name) >> File "/usr/lib/python2.7/pickle.py", line 1124, in find_class >> __import__(module) >> ImportError: No module named indexes.base >> >> INFO:root:2018-06-21T16:35:45.668Z: JOB_MESSAGE_DEBUG: Executing failure >> step failure14 >> INFO:root:2018-06-21T16:35:45.695Z: JOB_MESSAGE_ERROR: Workflow failed. >> Causes: S04:Extract the rows from dataframe+create more columns+writing to >> TSV files/Write/WriteImpl/Map(<lambda at iobase.py:895>)+writing to TSV >> files/Write/WriteImpl/WindowInto(WindowIntoFn)+writing to TSV >> files/Write/WriteImpl/GroupByKey/Reify+writing to TSV >> files/Write/WriteImpl/GroupByKey/Write failed., A work item was attempted 4 >> times without success. Each time the worker eventually lost contact with the >> service. The work item was attempted on: >> label-archs4-tsv-06210931-a4r1-harness-rlqz, >> label-archs4-tsv-06210931-a4r1-harness-rlqz, >> label-archs4-tsv-06210931-a4r1-harness-rlqz, >> label-archs4-tsv-06210931-a4r1-harness-rlqz >> INFO:root:2018-06-21T16:35:45.799Z: JOB_MESSAGE_DETAILED: Cleaning up. >> INFO:root:2018-06-21T16:35:46Z: JOB_MESSAGE_DEBUG: Starting worker pool >> teardown. >> INFO:root:2018-06-21T16:35:46.027Z: JOB_MESSAGE_BASIC: Stopping worker >> pool... >> >> >> >> On Wed, Jun 20, 2018 at 5:02 PM, OrielResearch Eila Arich-Landkof < >> e...@orielresearch.org> wrote: >> >>> Hello, >>> >>> I am running the following pipeline on the local runner with no issues. >>> >>> logging.info('Define the pipeline') >>> p = beam.Pipeline(options=options) >>> samplePath = outputPath >>> ExploreData = (p | "Extract the rows from dataframe" >> beam.io.Read( >>> beam.io.BigQuerySource('archs4.Debug_annotation')) >>> | "create more columns" >> >>> beam.ParDo(CreateColForSampleFn(colListSubset,outputPath))) >>> (ExploreData | 'writing to TSV files' >> beam.io.WriteToText('gs://arch >>> s4/output/dataExploration.txt',file_name_suffix='.tsv',num_s >>> hards=1,append_trailing_newlines=True,header=colListStrHeader)) >>> >>> >>> Running on Dataflow fires the below error. I don't have any idea where >>> to look for the issue. The error is not pointing to my pipeline code but to >>> apache beam modules. >>> I will try debugging using elimination. Please let me know if you have >>> any direction for me. >>> >>> Many thanks, >>> Eila >>> >>> >>> ====================================================== >>> >>> DataflowRuntimeExceptionTraceback (most recent call >>> last)<ipython-input-151-1e5aeb8b7d9b> in <module>()----> 1 >>> p.run().wait_until_finish() >>> /usr/local/envs/py2env/lib/python2.7/site-packages/apache_beam/runners/dataflow/dataflow_runner.pyc >>> in wait_until_finish(self, duration) 776 raise >>> DataflowRuntimeException( 777 'Dataflow pipeline failed. >>> State: %s, Error:\n%s' %--> 778 (self.state, >>> getattr(self._runner, 'last_error_msg', None)), self) 779 return >>> self.state 780 >>> DataflowRuntimeException: Dataflow pipeline failed. State: FAILED, Error: >>> Traceback (most recent call last): >>> File >>> "/usr/local/lib/python2.7/dist-packages/dataflow_worker/batchworker.py", >>> line 581, in do_work >>> work_executor.execute() >>> File >>> "/usr/local/lib/python2.7/dist-packages/dataflow_worker/executor.py", line >>> 166, in execute >>> op.start() >>> File "dataflow_worker/operations.py", line 283, in >>> dataflow_worker.operations.DoOperation.start >>> (dataflow_worker/operations.c:10680) >>> def start(self): >>> File "dataflow_worker/operations.py", line 284, in >>> dataflow_worker.operations.DoOperation.start >>> (dataflow_worker/operations.c:10574) >>> with self.scoped_start_state: >>> File "dataflow_worker/operations.py", line 289, in >>> dataflow_worker.operations.DoOperation.start >>> (dataflow_worker/operations.c:9775) >>> pickler.loads(self.spec.serialized_fn)) >>> File >>> "/usr/local/lib/python2.7/dist-packages/apache_beam/internal/pickler.py", >>> line 225, in loads >>> return dill.loads(s) >>> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 277, in >>> loads >>> return load(file) >>> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 266, in >>> load >>> obj = pik.load() >>> File "/usr/lib/python2.7/pickle.py", line 858, in load >>> dispatch[key](self) >>> File "/usr/lib/python2.7/pickle.py", line 1090, in load_global >>> klass = self.find_class(module, name) >>> File "/usr/local/lib/python2.7/dist-packages/dill/dill.py", line 423, in >>> find_class >>> return StockUnpickler.find_class(self, module, name) >>> File "/usr/lib/python2.7/pickle.py", line 1124, in find_class >>> __import__(module) >>> ImportError: No module named indexes.base >>> >>> ====================================================== >>> >>> -- >>> Eila >>> www.orielresearch.org >>> https://www.meetu <https://www.meetup.com/Deep-Learning-In-Production/> >>> p.co <https://www.meetup.com/Deep-Learning-In-Production/>m/Deep-Le >>> arning-In-Production/ >>> <https://www.meetup.com/Deep-Learning-In-Production/> >>> >>> >>> >> >> >> -- >> Eila >> www.orielresearch.org >> https://www.meetu <https://www.meetup.com/Deep-Learning-In-Production/> >> p.co <https://www.meetup.com/Deep-Learning-In-Production/>m/Deep-Le >> arning-In-Production/ >> <https://www.meetup.com/Deep-Learning-In-Production/> >> >> >> > -- Eila www.orielresearch.org https://www.meetu <https://www.meetup.com/Deep-Learning-In-Production/>p.co <https://www.meetup.com/Deep-Learning-In-Production/> m/Deep-Learning-In-Production/ <https://www.meetup.com/Deep-Learning-In-Production/>
absl-py==0.2.0 alembic==0.8.10 apache-airflow==1.9.0 asn1crypto==0.24.0 astor==0.6.2 avro==1.8.2 backports-abc==0.5 backports.functools-lru-cache==1.5 backports.shutil-get-terminal-size==1.0.0 backports.ssl-matplotlibch-hostname==3.5.0.1 backports.weakref==1.0.post1 beautifulsoup4==4.6.0 bleach==2.1.2 blinker==1.4 bokeh==0.12.15 brewer2mpl==1.4.1 bs4==0.0.1 cachetools==2.0.1 certifi==2018.4.16 cffi==1.11.5 chardet==3.0.4 click==6.7 cloudpickle==0.5.2 configparser==3.5.0 crcmod==1.7 croniter==0.3.20 cryptography==2.2.2 cycler==0.10.0 cytoolz==0.9.0.1 dask==0.17.1 datalab==1.1.2 decorator==4.3.0 dill==0.2.7.1 distributed==1.21.8 docutils==0.14 entrypoints==0.2.3 enum34==1.1.6 fastcache==1.0.2 Flask==0.11.1 Flask-Admin==1.4.1 Flask-Cache==0.13.1 Flask-Login==0.2.11 flask-swagger==0.2.13 Flask-WTF==0.14 funcsigs==1.0.0 functools32==3.2.3.post2 future==0.16.0 futures==3.2.0 gapic-google-cloud-datastore-v1==0.15.3 gapic-google-cloud-error-reporting-v1beta1==0.15.3 gapic-google-cloud-logging-v2==0.91.3 gast==0.2.0 ggplot==0.6.8 gitdb2==2.0.3 GitPython==2.1.9 google-api-core==0.1.4 google-api-python-client==1.6.2 google-apitools==0.5.10 google-auth==1.4.1 google-auth-httplib2==0.0.3 google-auth-oauthlib==0.1.0 google-cloud==0.32.0 google-cloud-bigquery==0.28.0 google-cloud-bigquery-datatransfer==0.1.1 google-cloud-bigtable==0.28.1 google-cloud-container==0.1.1 google-cloud-core==0.28.1 google-cloud-dataflow==2.0.0 google-cloud-datastore==1.4.0 google-cloud-dns==0.28.0 google-cloud-error-reporting==0.28.0 google-cloud-firestore==0.28.0 google-cloud-language==1.0.2 google-cloud-logging==1.4.0 google-cloud-monitoring==0.28.1 google-cloud-pubsub==0.30.1 google-cloud-resource-manager==0.28.1 google-cloud-runtimeconfig==0.28.1 google-cloud-spanner==0.29.0 google-cloud-speech==0.30.0 google-cloud-storage==1.6.0 google-cloud-trace==0.17.0 google-cloud-translate==1.3.1 google-cloud-videointelligence==1.0.1 google-cloud-vision==0.29.0 google-gax==0.15.16 google-resumable-media==0.3.1 googleapis-common-protos==1.5.3 googledatastore==7.0.1 grpc-google-iam-v1==0.11.4 grpcio==1.11.0 gunicorn==19.8.1 h5py==2.7.1 heapdict==1.0.0 html5lib==1.0.1 httplib2==0.11.3 idna==2.6 imageio==2.3.0 ipaddress==1.0.22 ipykernel==4.5.2 ipython==5.6.0 ipython-genutils==0.2.0 ipywidgets==6.0.0 itsdangerous==0.24 Jinja2==2.8 jsonschema==2.6.0 jupyter-client==5.2.3 jupyter-core==4.4.0 lime==0.1.1.23 locket==0.2.0 lockfile==0.12.2 lxml==3.8.0 Mako==1.0.7 Markdown==2.6.11 MarkupSafe==1.0 matplotlib==2.1.2 mistune==0.8.3 mltoolbox-datalab-classification-and-regression==1.0.1 mltoolbox-datalab-image-classification==0.2 mock==2.0.0 msgpack-python==0.5.6 nbconvert==5.3.1 nbformat==4.4.0 networkx==2.1 nltk==3.2.1 notebook==5.4.1 numpy==1.14.0 oauth2client==2.2.0 oauthlib==2.0.7 olefile==0.45.1 ordereddict==1.1 packaging==17.1 pandas==0.22.0 pandas-gbq==0.3.0 pandas-profiling==1.4.1 pandocfilters==1.4.2 partd==0.3.8 pathlib2==2.3.2 patsy==0.5.0 pbr==4.0.2 pexpect==4.5.0 pickleshare==0.7.4 Pillow==3.4.1 plotly==1.12.5 ply==3.8 prompt-toolkit==1.0.15 proto-google-cloud-datastore-v1==0.90.4 proto-google-cloud-error-reporting-v1beta1==0.15.3 proto-google-cloud-logging-v2==0.91.3 protobuf==3.5.2 psutil==4.3.0 ptyprocess==0.5.2 pyasn1==0.4.2 pyasn1-modules==0.2.1 pycparser==2.18 Pygments==2.1.3 PyJWT==1.6.1 pyOpenSSL==17.5.0 pyparsing==2.2.0 PySocks==1.6.8 python-daemon==2.1.2 python-dateutil==2.5.0 python-editor==1.0.3 python-nvd3==0.14.2 python-slugify==1.1.4 python-snappy==0.5.1 pytz==2016.7 PyWavelets==0.5.2 PyYAML==3.12 pyzmq==16.0.2 requests==2.18.4 requests-oauthlib==0.8.0 rsa==3.4.2 scandir==1.7 scikit-image==0.13.0 scikit-learn==0.19.1 scipy==1.0.0 seaborn==0.7.0 Send2Trash==1.5.0 setproctitle==1.1.10 simplegeneric==0.8.1 simplejson==3.14.0 singledispatch==3.4.0.3 six==1.10.0 smmap2==2.0.3 sortedcontainers==1.5.10 SQLAlchemy==1.2.7 statsmodels==0.8.0 subprocess32==3.2.7 sympy==0.7.6.1 tabulate==0.7.7 tblib==1.3.2 tensorboard==1.8.0 tensorflow==1.8.0 termcolor==1.1.0 terminado==0.8.1 testpath==0.3.1 thrift==0.11.0 toolz==0.9.0 tornado==4.5.1 traitlets==4.3.2 Unidecode==1.0.22 uritemplate==3.0.0 urllib3==1.22 wcwidth==0.1.7 webencodings==0.5.1 Werkzeug==0.14.1 widgetsnbextension==3.2.1 WTForms==2.1 xgboost==0.6a2 zict==0.1.3 zope.deprecation==4.3.0
