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(C) Recruit Marketing Partners Co.,Ltd. All rights reserved.
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(C) Recruit Marketing Partners Co.,Ltd. All rights reserved.
(C) Recruit Marketing Partners Co.,Ltd. All rights reserved.
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(C) Recruit Marketing Partners Co.,Ltd. All rights reserved.
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(C) Recruit Marketing Partners Co.,Ltd. All rights reserved.
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id grade_id gender school_id
AAA 001 female 0000X
BBB 002 mal...
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Rails
Kinesis
Lambda
TD SDK
web JS app native
web Single Page...
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/(^o^)
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embulk-input-mongodb
by @hakobera
embulk-input-postgresql
emb...
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Embulk Hive / Presto
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class DailyVideoRatingReport(luigi_td.Query):
type = 'hive'
d...
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def run(self):
TdUtil.drop_partition(
table=‘video_rating_rep...
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+video_rating_report:
+partial_delete:
td_partial_delete>: vi...
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+fetch_records:
td>: queries/reporting/video_ratings_fetch.sq...
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web console
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スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~
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スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 1 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 2 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 3 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 4 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 5 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 6 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 7 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 8 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 9 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 10 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 11 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 12 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 13 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 14 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 15 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 16 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 17 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 18 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 19 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 20 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 21 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 22 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 23 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 24 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 25 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 26 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 27 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 28 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 29 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 30 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 31 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 32 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 33 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 34 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 35 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 36 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 37 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 38 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 39 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 40 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 41 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 42 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 43 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 44 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 45 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 46 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 47 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 48 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 49 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 50 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 51 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 52 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 53 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 54 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 55 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 56 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 57 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 58 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 59 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 60 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 61 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 62 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 63 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 64 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 65 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 66 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 67 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 68 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 69 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 70 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 71 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 72 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 73 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 74 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 75 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 76 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 77 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 78 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 79 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 80 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 81 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 82 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 83 スタディサプリを支えるデータ分析基盤 ~設計の勘所と利活用事例~ Slide 84
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デブサミ2017【17-B-5】の講演資料です。
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  47. 47. (C) Recruit Marketing Partners Co.,Ltd. All rights reserved. Rails Kinesis Lambda TD SDK web JS app native web Single Page Application
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  60. 60. (C) Recruit Marketing Partners Co.,Ltd. All rights reserved. class DailyVideoRatingReport(luigi_td.Query): type = 'hive' database = LuigiConfig().main_db report_database = LuigiConfig().report_db source = ‘queries/hive/daily/history/daily_video_rating_report.sql’ jst_date = luigi.DateParameter(default=DateTimeUtil.get_jst_date()) def requires(self): return [ DailyUserMasterCreate(self.jst_date), DailyContentsMasterCreate(self.jst_date) ]
  61. 61. (C) Recruit Marketing Partners Co.,Ltd. All rights reserved. def run(self): TdUtil.drop_partition( table=‘video_rating_report’, to_jst_date=self.jst_date ) super(DailyVideoRatingReport, self).run() def output(self): return luigi_td.ResultTarget( '{0}/DailyVideoRatingReport-{1}.txt'.format( LuigiConfig().output_path, self.jst_date.strftime('%Y-%m-%d') ), 'td://@/reports/video_rating_report?mode=append' )
  62. 62. (C) Recruit Marketing Partners Co.,Ltd. All rights reserved.
  63. 63. (C) Recruit Marketing Partners Co.,Ltd. All rights reserved. +video_rating_report: +partial_delete: td_partial_delete>: video_rating_report database: reports from: ${moment(session_time).utc().add("days", -1).unix()} to: ${moment(session_time).utc().unix()} +insert_records: td>: queries/reporting/video_rating_report_insert.sql database: reports engine: presto insert_into: video_rating_report
  64. 64. (C) Recruit Marketing Partners Co.,Ltd. All rights reserved. +fetch_records: td>: queries/reporting/video_ratings_fetch.sql database: reports engine: presto store_last_results: true +slack_notification: http>: https://hooks.slack.com/services/XXXXXXXX method: POST content: text: “Average rating is ${td.last_results.average_ratings}” link_names: true content_format: json
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デブサミ2017【17-B-5】の講演資料です。 http://event.shoeisha.jp/devsumi/20170216/session/1291/

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