feat(datafusion): Implement IcebergWriteExec for DataFusion write support (#1585)

## Which issue does this PR close?

- Closes #1545
- See the original draft PR: #1511 

## What changes are included in this PR?
- Added `IcebergWriteExec` to write the input execution plan to parquet
files, and returns serialized data files


## Are these changes tested?
added ut

Author: CTTY

Cargo.lock

@@ -119,6 +119,18 @@ pub const PROPERTY_COMMIT_TOTAL_RETRY_TIME_MS: &str = "commit.retry.total-timeou
 /// Default value for total maximum retry time (ms).
 pub const PROPERTY_COMMIT_TOTAL_RETRY_TIME_MS_DEFAULT: u64 = 30 * 60 * 1000; // 30 minutes
 
+/// Default file format for data files
+pub const PROPERTY_DEFAULT_FILE_FORMAT: &str = "write.format.default";
+/// Default file format for delete files
+pub const PROPERTY_DELETE_DEFAULT_FILE_FORMAT: &str = "write.delete.format.default";
+/// Default value for data file format
+pub const PROPERTY_DEFAULT_FILE_FORMAT_DEFAULT: &str = "parquet";
+
+/// Target file size for newly written files.
+pub const PROPERTY_WRITE_TARGET_FILE_SIZE_BYTES: &str = "write.target-file-size-bytes";
+/// Default target file size
+pub const PROPERTY_WRITE_TARGET_FILE_SIZE_BYTES_DEFAULT: usize = 512 * 1024 * 1024; // 512 MB
+
 /// Reference to [`TableMetadata`].
 pub type TableMetadataRef = Arc<TableMetadata>;
 

crates/iceberg/src/spec/table_metadata.rs

@@ -34,7 +34,9 @@ async-trait = { workspace = true }
 datafusion = { workspace = true }
 futures = { workspace = true }
 iceberg = { workspace = true }
+parquet = { workspace = true }
 tokio = { workspace = true }
+uuid = { workspace = true }
 
 [dev-dependencies]
 expect-test = { workspace = true }

crates/integrations/datafusion/Cargo.toml

@@ -19,6 +19,7 @@ pub(crate) mod commit;
 pub(crate) mod expr_to_predicate;
 pub(crate) mod metadata_scan;
 pub(crate) mod scan;
+pub(crate) mod write;
 
 pub(crate) const DATA_FILES_COL_NAME: &str = "data_files";