feat: customize copy to parquet parameter

src/common/datasource/src/file_format/parquet.rs

@@ -27,12 +27,14 @@ use datafusion::parquet::file::metadata::ParquetMetaData;
 use datafusion::parquet::format::FileMetaData;
 use datafusion::physical_plan::metrics::ExecutionPlanMetricsSet;
 use datafusion::physical_plan::SendableRecordBatchStream;
+use datatypes::schema::SchemaRef;
 use futures::future::BoxFuture;
 use futures::StreamExt;
 use object_store::{FuturesAsyncReader, ObjectStore};
 use parquet::arrow::AsyncArrowWriter;
-use parquet::basic::{Compression, ZstdLevel};
-use parquet::file::properties::WriterProperties;
+use parquet::basic::{Compression, Encoding, ZstdLevel};
+use parquet::file::properties::{WriterProperties, WriterPropertiesBuilder};
+use parquet::schema::types::ColumnPath;
 use snafu::ResultExt;
 use tokio_util::compat::{Compat, FuturesAsyncReadCompatExt, FuturesAsyncWriteCompatExt};
 
@@ -184,14 +186,16 @@ impl ArrowWriterCloser for ArrowWriter<SharedBuffer> {
 /// Returns number of rows written.
 pub async fn stream_to_parquet(
     mut stream: SendableRecordBatchStream,
+    schema: datatypes::schema::SchemaRef,
     store: ObjectStore,
     path: &str,
     concurrency: usize,
 ) -> Result<usize> {
-    let write_props = WriterProperties::builder()
-        .set_compression(Compression::ZSTD(ZstdLevel::default()))
-        .build();
-    let schema = stream.schema();
+    let write_props = column_wise_config(
+        WriterProperties::builder().set_compression(Compression::ZSTD(ZstdLevel::default())),
+        schema,
+    )
+    .build();
     let inner_writer = store
         .writer_with(path)
         .concurrent(concurrency)
@@ -200,7 +204,7 @@ pub async fn stream_to_parquet(
         .map(|w| w.into_futures_async_write().compat_write())
         .context(WriteObjectSnafu { path })?;
 
-    let mut writer = AsyncArrowWriter::try_new(inner_writer, schema, Some(write_props))
+    let mut writer = AsyncArrowWriter::try_new(inner_writer, stream.schema(), Some(write_props))
         .context(WriteParquetSnafu { path })?;
     let mut rows_written = 0;
 
@@ -216,6 +220,21 @@ pub async fn stream_to_parquet(
     Ok(rows_written)
 }
 
+/// Customizes per-column properties.
+fn column_wise_config(
+    mut props: WriterPropertiesBuilder,
+    schema: SchemaRef,
+) -> WriterPropertiesBuilder {
+    // Disable dictionary for timestamp column.
+    if let Some(ts_col) = schema.timestamp_column() {
+        let path = ColumnPath::new(vec![ts_col.name.clone()]);
+        props = props
+            .set_column_dictionary_enabled(path.clone(), false)
+            .set_column_encoding(path, Encoding::DELTA_BINARY_PACKED)
+    }
+    props
+}
+
 #[cfg(test)]
 mod tests {
     use common_test_util::find_workspace_path;

src/operator/src/statement/copy_table_to.rs

@@ -75,14 +75,18 @@ impl StatementExecutor {
             )
             .await
             .context(error::WriteStreamToFileSnafu { path }),
-            Format::Parquet(_) => stream_to_parquet(
-                Box::pin(DfRecordBatchStreamAdapter::new(stream)),
-                object_store,
-                path,
-                WRITE_CONCURRENCY,
-            )
-            .await
-            .context(error::WriteStreamToFileSnafu { path }),
+            Format::Parquet(_) => {
+                let schema = stream.schema();
+                stream_to_parquet(
+                    Box::pin(DfRecordBatchStreamAdapter::new(stream)),
+                    schema,
+                    object_store,
+                    path,
+                    WRITE_CONCURRENCY,
+                )
+                .await
+                .context(error::WriteStreamToFileSnafu { path })
+            }
             _ => error::UnsupportedFormatSnafu { format: *format }.fail(),
         }
     }