GroupIntoBatches.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"GroupIntoBatches.ipynb","provenance":[],"authorship_tag":"ABX9TyMB8+Go1qJh8PYwCCKEYJ3F"},"kernelspec":{"name":"python3","display_name":"Python 3"}},"cells":[{"cell_type":"code","metadata":{"id":"EeMpWMxhMFlg"},"source":["pip install apache-beam\r\n"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"XhaejRzpMzLg"},"source":["!pip install apache-beam[gcp,aws,test,docs]"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"-_nfSRFnNqhr"},"source":["!pip install -U -q PyDrive\r\n","from pydrive.auth import GoogleAuth\r\n","from pydrive.drive import GoogleDrive\r\n","from google.colab import auth\r\n","from oauth2client.client import GoogleCredentials"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"PiyfIBNfRTwF"},"source":["auth.authenticate_user()\r\n","gauth = GoogleAuth()\r\n","gauth.credentials = GoogleCredentials.get_application_default()\r\n","drive = GoogleDrive(gauth)"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"-M8nxZhTRxjC"},"source":["downloaded = drive.CreateFile({'id':'1tR1_m6zwGUHhHOQd66JM13r8lMFA_E5k'})\r\n","downloaded.GetContentFile('gas_retail.csv') "],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"JKmaVQGer3zb"},"source":["downloaded = drive.CreateFile({'id':'1lVA7jckst-Wfa6cWjF0CiUD12kNuVxrf'})\r\n","downloaded.GetContentFile('top_restaurant.csv') "],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"eB_Fs-1kdvtp"},"source":["pip install apache-beam[interactive]"],"execution_count":null,"outputs":[]},{"cell_type":"code","metadata":{"id":"BzPeRys8d6uX","executionInfo":{"status":"ok","timestamp":1613722122848,"user_tz":360,"elapsed":310,"user":{"displayName":"rohith reddy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhbwM4GoW56rrUBuDX0YaWlYrKCpz5hOaYawejWKQ=s64","userId":"00500917187816180662"}}},"source":["import apache_beam as beam\r\n","def groupbykey(test=None):\r\n","  # [START groupbyBatches]\r\n","  import apache_beam as beam\r\n","\r\n","  with beam.Pipeline() as pipeline:\r\n","    produce_counts = (\r\n","        pipeline\r\n","        | beam.io.ReadFromText('gas_retail.csv')\r\n","        | 'Group counts per produce' >> beam.GroupIntoBatches()\r\n","        | beam.io.WriteToText(results.txt)\r\n",")\r\n","    \r\n","    # [END groupbyBatches]\r\n","    if test:\r\n","      test(produce_counts)\r\n"],"execution_count":77,"outputs":[]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"qbfxwe1DSNjO","executionInfo":{"status":"ok","timestamp":1613721509648,"user_tz":360,"elapsed":473,"user":{"displayName":"rohith reddy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhbwM4GoW56rrUBuDX0YaWlYrKCpz5hOaYawejWKQ=s64","userId":"00500917187816180662"}},"outputId":"bd5c3087-9c96-4a56-bad3-7e1ceb8bec4c"},"source":["\r\n","! ls"],"execution_count":74,"outputs":[{"output_type":"stream","text":["adc.json\n","beam-temp-results.txt-31a68438727f11ebaf140242ac1c0002\n","gas_retail.csv\n","results.txt-00000-of-00001\n","sample_data\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"fcxpoXbWSWyX","executionInfo":{"status":"ok","timestamp":1613722131532,"user_tz":360,"elapsed":467,"user":{"displayName":"rohith reddy","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhbwM4GoW56rrUBuDX0YaWlYrKCpz5hOaYawejWKQ=s64","userId":"00500917187816180662"}},"outputId":"be039134-24d2-4128-f57b-97e8090c0011"},"source":["\r\n","! cat results.txt-00000-of-00001"],"execution_count":78,"outputs":[{"output_type":"stream","text":["('01/02/1995', 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