extend write_deltalake to accept Deltalake schema

delta-io · Nov 29, 2023 · 900626b · 900626b
1 parent e6ad2e0
commit 900626b
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Showing 2 changed files with 19 additions and 4 deletions.
diff --git a/python/deltalake/writer.py b/python/deltalake/writer.py
@@ -21,6 +21,7 @@
 )
 from urllib.parse import unquote
 
+from deltalake import Schema
 from deltalake.fs import DeltaStorageHandler
 
 from ._util import encode_partition_value
@@ -142,7 +143,7 @@ def write_deltalake(
         RecordBatchReader,
     ],
     *,
-    schema: Optional[pa.Schema] = None,
+    schema: Optional[Union[pa.Schema, Schema]] = None,
     partition_by: Optional[Union[List[str], str]] = None,
     filesystem: Optional[pa_fs.FileSystem] = None,
     mode: Literal["error", "append", "overwrite", "ignore"] = "error",
@@ -244,6 +245,9 @@ def write_deltalake(
     if isinstance(partition_by, str):
         partition_by = [partition_by]
 
+    if isinstance(schema, Schema):
+        schema = schema.to_pyarrow()
+
     if isinstance(data, RecordBatchReader):
         data = convert_pyarrow_recordbatchreader(data, large_dtypes)
     elif isinstance(data, pa.RecordBatch):
@@ -336,16 +340,19 @@ def _large_to_normal_dtype(dtype: pa.DataType) -> pa.DataType:
                 return dtype
 
         if partition_by:
+            table_schema: pa.Schema = schema
             if PYARROW_MAJOR_VERSION < 12:
                 partition_schema = pa.schema(
                     [
-                        pa.field(name, _large_to_normal_dtype(schema.field(name).type))
+                        pa.field(
+                            name, _large_to_normal_dtype(table_schema.field(name).type)
+                        )
                         for name in partition_by
                     ]
                 )
             else:
                 partition_schema = pa.schema(
-                    [schema.field(name) for name in partition_by]
+                    [table_schema.field(name) for name in partition_by]
                 )
             partitioning = ds.partitioning(partition_schema, flavor="hive")
         else:

diff --git a/python/tests/test_writer.py b/python/tests/test_writer.py
@@ -16,7 +16,7 @@
 from pyarrow.dataset import ParquetFileFormat, ParquetReadOptions
 from pyarrow.lib import RecordBatchReader
 
-from deltalake import DeltaTable, write_deltalake
+from deltalake import DeltaTable, Schema, write_deltalake
 from deltalake.exceptions import CommitFailedError, DeltaError, DeltaProtocolError
 from deltalake.table import ProtocolVersions
 from deltalake.writer import try_get_table_and_table_uri
@@ -1176,3 +1176,11 @@ def test_float_values(tmp_path: pathlib.Path):
     assert actions["min"].field("x2")[0].as_py() is None
     assert actions["max"].field("x2")[0].as_py() == 1.0
     assert actions["null_count"].field("x2")[0].as_py() == 1
+
+
+def test_with_deltalake_schema(tmp_path: pathlib.Path, sample_data: pa.Table):
+    write_deltalake(
+        tmp_path, sample_data, schema=Schema.from_pyarrow(sample_data.schema)
+    )
+    delta_table = DeltaTable(tmp_path)
+    assert delta_table.schema().to_pyarrow() == sample_data.schema