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BigQuery
@tyakachika
• (Masachika Yamaguchi)
• twitter @tyakachika
•
•
• Innova Structure(2015/04 ~ )
• DATUM STUDIO(2016/12 ~ )
• Toreta(2017/07 ) <-
• Toreta
•
•
Toreta
MySQL
BigQuery
Access log
iOS
MySQL to
BigQuery
ER
ER
…
esa
•
•
•
• BigQuery console
• Tableau
• Python(Jupyter notebook)
• R(Rmarkdown)
Python(Jupyter Notebook)
R
Tableau
•
•
•
•
•
•
•
•
2
Airflow
…
digdag
• embulk (mysql postgresql )
• python ruby
•
& task
digdag-Server
local
Schedule.dig
TOP Parent Child
import_to_bigquery/main.dig
bigquery_to_salesforce/main.dig
execute_query/main.dig
backup/main.dig
ga/main.dig
incremental/main.dig
sync_event/main.dig
call
……
※
call
digdag-Server
digdag
🎊
digdag
• Change log
•
•
•
•
•
• etc…
event
(create/update)
Change log
&Reservation
Reservation create/update
Sidekiq job
kinesis
event (json) put
CloudWatch lambda
S3
Schedule
Records
schedule
Records
1 put
event
gcs
GCP
• GCS
• GCS BigQuery load
GCS
• S3
• AWS access_key secret_key
• GCS
• Partition table Partition
• Append Delete/
Update
GCS BigQuery load
Partition table
(table_name_YYYYMMDD)
(Partition table)
BigQuery
(table_name_YYYYMMDD)
•
• Alter Table
•
• Web Console
•
(Partition table)
•
• Web Console
•
• Alter Table …
Alter Table
• Web Console Add New Fields
• Patch table or update table
• …
•
Alter Table
1. MySQL
2.BigQuery
3.
5. or SQL
4. tmp
6. SQL
7.
8.tmp
9.tmp
Python Operater
• BigQuery API Error
• ->digdag retry retry
• digdag retry
• ->yml
• Table Detail Description
• Overwrite Description
• API Description
• markdown esa
…
BI
redash …
…
•
•
•
•
redash
metabase
• SQL
metabase
• metrics
• segment
• description
metabase
• redash
•
•
• https://github.com/metabase/metabase/issues/6275
•
• BigQuery gcp
•
•
• BigQuery
• …
•
BigQueryで作る分析環境

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