Partition by datetime Google BigQuery2019 Community Moderator ElectionBigQuery Partitioned tables insert data from the pastStreaming data to a specific BigQuery Time PartitionHow do I restate a partition in C# in BigQuery?BigQuery - Delete rows from Partitioned TableBigQuery date partition from columnStreaming to Partitioned Tables BigQuery outside of listed date boundsBigQuery deduplication and partitioned tableIs there a way to create custom day partition on BigQuery Tables?BigQuery Partitioned tables insert data from the pastHow to use time partitioned tables with template tables and beyond 4000 limit for BigQuery?Make existing bigquery table clustered
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Partition by datetime Google BigQuery
2019 Community Moderator ElectionBigQuery Partitioned tables insert data from the pastStreaming data to a specific BigQuery Time PartitionHow do I restate a partition in C# in BigQuery?BigQuery - Delete rows from Partitioned TableBigQuery date partition from columnStreaming to Partitioned Tables BigQuery outside of listed date boundsBigQuery deduplication and partitioned tableIs there a way to create custom day partition on BigQuery Tables?BigQuery Partitioned tables insert data from the pastHow to use time partitioned tables with template tables and beyond 4000 limit for BigQuery?Make existing bigquery table clustered
Situation:
I want to load ~5B records on a Google BigQuery table. I have a field called 'date_time' that describes the record datetime (from 2012 to today). I would like the BigQuery table to be partitionned on this field.
Complication:
I am streaming all the records to the BigQuery table and it seems that only the last 12 months record are accepted by BigQuery for the partition.
Question:
I have read the instructions (https://cloud.google.com/bigquery/docs/partitioned-tables) but I still don't understand how to stream data in a way that would allow partitioning/indexing on my 'date_time' field.
google-bigquery partitioning
asked yesterday
justberarejustberare
5721517
add a comment |
Situation:
I want to load ~5B records on a Google BigQuery table. I have a field called 'date_time' that describes the record datetime (from 2012 to today). I would like the BigQuery table to be partitionned on this field.
Complication:
I am streaming all the records to the BigQuery table and it seems that only the last 12 months record are accepted by BigQuery for the partition.
Question:
I have read the instructions (https://cloud.google.com/bigquery/docs/partitioned-tables) but I still don't understand how to stream data in a way that would allow partitioning/indexing on my 'date_time' field.
google-bigquery partitioning
asked yesterday
justberarejustberare
5721517
add a comment |
Situation:
I want to load ~5B records on a Google BigQuery table. I have a field called 'date_time' that describes the record datetime (from 2012 to today). I would like the BigQuery table to be partitionned on this field.
Complication:
I am streaming all the records to the BigQuery table and it seems that only the last 12 months record are accepted by BigQuery for the partition.
Question:
I have read the instructions (https://cloud.google.com/bigquery/docs/partitioned-tables) but I still don't understand how to stream data in a way that would allow partitioning/indexing on my 'date_time' field.
google-bigquery partitioning
asked yesterday
justberarejustberare
5721517
Situation:
I want to load ~5B records on a Google BigQuery table. I have a field called 'date_time' that describes the record datetime (from 2012 to today). I would like the BigQuery table to be partitionned on this field.
Complication:
I am streaming all the records to the BigQuery table and it seems that only the last 12 months record are accepted by BigQuery for the partition.
Question:
I have read the instructions (https://cloud.google.com/bigquery/docs/partitioned-tables) but I still don't understand how to stream data in a way that would allow partitioning/indexing on my 'date_time' field.
google-bigquery partitioning
google-bigquery partitioning
asked yesterday
justberarejustberare
5721517
asked yesterday
justberarejustberare
5721517
asked yesterday
justberarejustberare
5721517
asked yesterday
justberarejustberare
5721517
asked yesterday
justberarejustberare
5721517
5721517
add a comment |
add a comment |
1 Answer
1
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oldest
votes
Current streaming limitation are defined in this link
You can stream data between 1 year in the past and 6 months in the future. Data outside of this range is rejected. When the data is streamed, data between 7 days in the past and 3 days in the future is placed in the streaming buffer, and then it is extracted to the corresponding partitions. Data outside of this window (but inside the 1 year, 6 month range) is placed in the UNPARTITIONED partition. When there's enough unpartitioned data, it is loaded to the corresponding partitions.
As suggested in this answer by @Felipe you should stream your data to a non-partition table and use the copy/load actions to move it to your partition table
Note: You are only paying on streaming insert only so no extra cost is involved in such a workaround
answered yesterday
Tamir KleinTamir Klein
757719
add a comment |
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1 Answer
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active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
Current streaming limitation are defined in this link
You can stream data between 1 year in the past and 6 months in the future. Data outside of this range is rejected. When the data is streamed, data between 7 days in the past and 3 days in the future is placed in the streaming buffer, and then it is extracted to the corresponding partitions. Data outside of this window (but inside the 1 year, 6 month range) is placed in the UNPARTITIONED partition. When there's enough unpartitioned data, it is loaded to the corresponding partitions.
As suggested in this answer by @Felipe you should stream your data to a non-partition table and use the copy/load actions to move it to your partition table
Note: You are only paying on streaming insert only so no extra cost is involved in such a workaround
answered yesterday
Tamir KleinTamir Klein
757719
add a comment |
Current streaming limitation are defined in this link
You can stream data between 1 year in the past and 6 months in the future. Data outside of this range is rejected. When the data is streamed, data between 7 days in the past and 3 days in the future is placed in the streaming buffer, and then it is extracted to the corresponding partitions. Data outside of this window (but inside the 1 year, 6 month range) is placed in the UNPARTITIONED partition. When there's enough unpartitioned data, it is loaded to the corresponding partitions.
As suggested in this answer by @Felipe you should stream your data to a non-partition table and use the copy/load actions to move it to your partition table
Note: You are only paying on streaming insert only so no extra cost is involved in such a workaround
answered yesterday
Tamir KleinTamir Klein
757719
add a comment |
Current streaming limitation are defined in this link
You can stream data between 1 year in the past and 6 months in the future. Data outside of this range is rejected. When the data is streamed, data between 7 days in the past and 3 days in the future is placed in the streaming buffer, and then it is extracted to the corresponding partitions. Data outside of this window (but inside the 1 year, 6 month range) is placed in the UNPARTITIONED partition. When there's enough unpartitioned data, it is loaded to the corresponding partitions.
As suggested in this answer by @Felipe you should stream your data to a non-partition table and use the copy/load actions to move it to your partition table
Note: You are only paying on streaming insert only so no extra cost is involved in such a workaround
answered yesterday
Tamir KleinTamir Klein
757719
Current streaming limitation are defined in this link
You can stream data between 1 year in the past and 6 months in the future. Data outside of this range is rejected. When the data is streamed, data between 7 days in the past and 3 days in the future is placed in the streaming buffer, and then it is extracted to the corresponding partitions. Data outside of this window (but inside the 1 year, 6 month range) is placed in the UNPARTITIONED partition. When there's enough unpartitioned data, it is loaded to the corresponding partitions.
As suggested in this answer by @Felipe you should stream your data to a non-partition table and use the copy/load actions to move it to your partition table
Note: You are only paying on streaming insert only so no extra cost is involved in such a workaround
answered yesterday
Tamir KleinTamir Klein
757719
answered yesterday
Tamir KleinTamir Klein
757719
answered yesterday
Tamir KleinTamir Klein
757719
answered yesterday
Tamir KleinTamir Klein
757719
757719
add a comment |
add a comment |
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