Comments (4)
Hi @smf-srogozins,
Parquet4s should be able to read both the current and the legacy format of maps. It ignores the name of the group (it doesn't care if it is named map
or key_value
). The name is used only during writing. You can check it in the code: https://github.com/mjakubowski84/parquet4s/blob/master/core/src/main/scala/com/github/mjakubowski84/parquet4s/ParquetRecord.scala#L682. If I missed something and the backwards compatibility is not met then do not hesitate and propose a fix. PRs are warmly welcome :)
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OK, that's weird. To double check this, I tried generating a similar file with version 1.11.0 of parquet4s and I am not seeing the error with that file. Need to spend more time to understand the cause, because the error specifically complains about key_value not found in optional group myMap (MAP)
. Not sure if that is useful, but this also only seems to occur when I am using projection, also I believe the failing parquet files were generated using Apache Iceberg.
from parquet4s.
Not sure if that is useful, but this also only seems to occur when I am using projection
Oh, yes, it is useful. When using projection, you define the exact schema you expect from the file you read. And when using Parquet 1.12, the schema will contain key_value
, which does not match your data.
There are two ways to work around this:
- do not use projection (which is not ideal, I guess)
- provide your own schema definition for a Map; that is, you have to implement your own type class, like this one: https://github.com/mjakubowski84/parquet4s/blob/master/core/src/main/scala/com/github/mjakubowski84/parquet4s/Schema.scala#L308 but using your own field names.
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Hint: you can use https://github.com/mjakubowski84/parquet4s/blob/master/core/src/main/scala/com/github/mjakubowski84/parquet4s/Schema.scala#L82 to build your own schema def easily.
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Related Issues (20)
- Concurrently read and write files with parquet4s-fs2 HOT 9
- Some of FilteringSpec tests fail when run locally HOT 4
- Overwrite mode not overwriting partitions in S3 with `viaParquet`? HOT 5
- Applying `not in` (`in` negation) filter always resulting in 0 rows HOT 4
- Question. How to define a TypedSchemaDef for a Map[String, Any] HOT 8
- [question] is there a way to have a single parquet writer that writes for a class hierarchy? HOT 1
- [question] is there a clever way to register writers for lots of case classes HOT 1
- Question: How to provide Hadoop Path for reading files from S3 HOT 3
- Feature Request: scalapb support HOT 4
- An example for writing a required or optional value codec for custom type with more than one field. HOT 6
- Is schema backwards compatibility on projections possible? HOT 1
- Options `ParquetFileWriter.Mode.OVERWRITE` not deleting old parquet files in S3 HOT 1
- failed to read parquet generated by pandas HOT 5
- Add Pekko support HOT 4
- Is it possible to write a file without Akka or Fs2 integration? HOT 2
- `ParquetReader.projectedGeneric` does not work when selecting more than one column from a same group HOT 5
- Reading from gcs bucket HOT 1
- Do not publish a pekko/akko versions of scapapb module HOT 1
- missing tail records of large(~193M) parquet files HOT 4
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