Comments (2)
Can you give some more context on concrete use cases?
COPY FROM
is currently designed to do concurrent per shard exports. If you're going to use the parquet files with other tools, I'm not sure if having 1 file per shard is appropriate?
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Can you give some more context on concrete use cases?
- Long-term storage / Archiving - for efficient long-term storage of data, while still keeping metadata information and being much faster queryable / processed on demand. While this is also possible with gzipped json in a way, one can't easily process them, nor does it keep table schema / data type information.
- Integration with Data Engineering Ecosystems: Simplifies data integration with systems like Databricks / Apache Spark, Hadoop and cloud services (AWS S3, Azure Data Lake).
- Machine Learning: enabling quick access to large datasets for feature selection and model training, reducing the load on the database and preventing system slowdowns.
If you're going to use the parquet files with other tools, I'm not sure if having 1 file per shard is appropriate?
One parquet file per shard would be perfect (one might consider even splitting shards for very large ones). I'd say that it is very common to have a dataset composed of multiple parquet files. One could go a step further and also think about supporting hive-like partitioning.
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Related Issues (20)
- max_shards_per_node not behaving as documented HOT 5
- Improve SQLParseException to include query and approximate position of the error. HOT 2
- COPY FROM does not work on all files inside folder HOT 10
- Vector Store: Provide distance functions as scalar functions HOT 3
- Support for CREATE TYPE HOT 5
- Unable to copy data between tables using the syntax: `INSERT INTO test2 (SELECT * FROM test)` HOT 5
- Docker image for 5.5.4 unavailable HOT 3
- Prepared Statements Incorrectly Storing Partition Information HOT 5
- Allow non-superusers to run ALTER TABLE REROUTE commands HOT 1
- ArrayIndexOutOfBoundsException in complex query HOT 3
- Disallow setting both balance.index and balance.shard factors to 0
- Improve primary shards balancing/reduce primary shard write overhead HOT 1
- Support `GROUP BY ALL` HOT 9
- Avoid adding unreleased file in EOL branches (maybe we need a custom plugin?) HOT 2
- Insert into column with default value doesnt work "standalone" HOT 1
- Enable more flexible killing of jobs HOT 4
- schema_rename_replacement in RESTORE SNAPSHOT not working as expected with partitioned table HOT 2
- Allow referencing grandparent fields
- GRANT on unknown objects need to be rejected HOT 7
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