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Support CreateTableTransaction in Glue and Rest #498
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -62,8 +62,14 @@ | |
| from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec | ||
| from pyiceberg.schema import Schema, SchemaVisitor, visit | ||
| from pyiceberg.serializers import FromInputFile | ||
| from pyiceberg.table import CommitTableRequest, CommitTableResponse, Table, update_table_metadata | ||
| from pyiceberg.table.metadata import TableMetadata, new_table_metadata | ||
| from pyiceberg.table import ( | ||
| CommitTableRequest, | ||
| CommitTableResponse, | ||
| Table, | ||
| construct_table_metadata, | ||
| update_table_metadata, | ||
| ) | ||
| from pyiceberg.table.metadata import TableMetadata | ||
| from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortOrder | ||
| from pyiceberg.typedef import EMPTY_DICT, Identifier, Properties | ||
| from pyiceberg.types import ( | ||
|
|
@@ -384,20 +390,18 @@ def create_table( | |
| ValueError: If the identifier is invalid, or no path is given to store metadata. | ||
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| """ | ||
| schema: Schema = self._convert_schema_if_needed(schema) # type: ignore | ||
|
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||
| database_name, table_name = self.identifier_to_database_and_table(identifier) | ||
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| location = self._resolve_table_location(location, database_name, table_name) | ||
| metadata_location = self._get_metadata_location(location=location) | ||
| metadata = new_table_metadata( | ||
| location=location, schema=schema, partition_spec=partition_spec, sort_order=sort_order, properties=properties | ||
| staged_table = self._create_staged_table( | ||
| identifier=identifier, | ||
| schema=schema, | ||
| location=location, | ||
| partition_spec=partition_spec, | ||
| sort_order=sort_order, | ||
| properties=properties, | ||
| ) | ||
| io = load_file_io(properties=self.properties, location=metadata_location) | ||
| self._write_metadata(metadata, io, metadata_location) | ||
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| table_input = _construct_table_input(table_name, metadata_location, properties, metadata) | ||
| database_name, table_name = self.identifier_to_database_and_table(identifier) | ||
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| self._write_metadata(staged_table.metadata, staged_table.io, staged_table.metadata_location) | ||
| table_input = _construct_table_input(table_name, staged_table.metadata_location, properties, staged_table.metadata) | ||
| self._create_glue_table(database_name=database_name, table_name=table_name, table_input=table_input) | ||
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| return self.load_table(identifier=identifier) | ||
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@@ -435,46 +439,69 @@ def _commit_table(self, table_request: CommitTableRequest) -> CommitTableRespons | |
| ) | ||
| database_name, table_name = self.identifier_to_database_and_table(identifier_tuple) | ||
|
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| current_glue_table = self._get_glue_table(database_name=database_name, table_name=table_name) | ||
| glue_table_version_id = current_glue_table.get("VersionId") | ||
| if not glue_table_version_id: | ||
| raise CommitFailedException(f"Cannot commit {database_name}.{table_name} because Glue table version id is missing") | ||
| current_table = self._convert_glue_to_iceberg(glue_table=current_glue_table) | ||
| base_metadata = current_table.metadata | ||
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| # Validate the update requirements | ||
| for requirement in table_request.requirements: | ||
| requirement.validate(base_metadata) | ||
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| updated_metadata = update_table_metadata(base_metadata, table_request.updates) | ||
| if updated_metadata == base_metadata: | ||
| # no changes, do nothing | ||
| return CommitTableResponse(metadata=base_metadata, metadata_location=current_table.metadata_location) | ||
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| # write new metadata | ||
| new_metadata_version = self._parse_metadata_version(current_table.metadata_location) + 1 | ||
| new_metadata_location = self._get_metadata_location(current_table.metadata.location, new_metadata_version) | ||
| self._write_metadata(updated_metadata, current_table.io, new_metadata_location) | ||
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| update_table_input = _construct_table_input( | ||
| table_name=table_name, | ||
| metadata_location=new_metadata_location, | ||
| properties=current_table.properties, | ||
| metadata=updated_metadata, | ||
| glue_table=current_glue_table, | ||
| prev_metadata_location=current_table.metadata_location, | ||
| ) | ||
| try: | ||
| current_glue_table = self._get_glue_table(database_name=database_name, table_name=table_name) | ||
| # Update the table | ||
| glue_table_version_id = current_glue_table.get("VersionId") | ||
| if not glue_table_version_id: | ||
| raise CommitFailedException( | ||
| f"Cannot commit {database_name}.{table_name} because Glue table version id is missing" | ||
| ) | ||
| current_table = self._convert_glue_to_iceberg(glue_table=current_glue_table) | ||
| base_metadata = current_table.metadata | ||
|
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| # Validate the update requirements | ||
| for requirement in table_request.requirements: | ||
|
HonahX marked this conversation as resolved.
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| requirement.validate(base_metadata) | ||
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| updated_metadata = update_table_metadata(base_metadata, table_request.updates) | ||
| if updated_metadata == base_metadata: | ||
| # no changes, do nothing | ||
| return CommitTableResponse(metadata=base_metadata, metadata_location=current_table.metadata_location) | ||
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| # write new metadata | ||
| new_metadata_version = self._parse_metadata_version(current_table.metadata_location) + 1 | ||
| new_metadata_location = self._get_metadata_location(current_table.metadata.location, new_metadata_version) | ||
| self._write_metadata(updated_metadata, current_table.io, new_metadata_location) | ||
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| update_table_input = _construct_table_input( | ||
| table_name=table_name, | ||
| metadata_location=new_metadata_location, | ||
| properties=current_table.properties, | ||
| metadata=updated_metadata, | ||
| glue_table=current_glue_table, | ||
| prev_metadata_location=current_table.metadata_location, | ||
| ) | ||
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| # Pass `version_id` to implement optimistic locking: it ensures updates are rejected if concurrent | ||
| # modifications occur. See more details at https://iceberg.apache.org/docs/latest/aws/#optimistic-locking | ||
| self._update_glue_table( | ||
| database_name=database_name, | ||
| table_name=table_name, | ||
| table_input=update_table_input, | ||
| version_id=glue_table_version_id, | ||
| ) | ||
| # Pass `version_id` to implement optimistic locking: it ensures updates are rejected if concurrent | ||
| # modifications occur. See more details at https://iceberg.apache.org/docs/latest/aws/#optimistic-locking | ||
| self._update_glue_table( | ||
| database_name=database_name, | ||
| table_name=table_name, | ||
| table_input=update_table_input, | ||
| version_id=glue_table_version_id, | ||
| ) | ||
|
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| return CommitTableResponse(metadata=updated_metadata, metadata_location=new_metadata_location) | ||
| except NoSuchTableError: | ||
| # Create the table | ||
| updated_metadata = construct_table_metadata(table_request.updates) | ||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I would expect
Contributor
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I was thinking of it, and my rationale for the current implementation centers around ensuring a uniform transaction creation and commit process for both RestCatalogs and other types of catalogs. Specifically, for RestCatalogs, it's required to initiate CreateTableTransaction with Considering pyiceberg's alignment with Rest API principles, where Additionally, I've noted that the existing create_table and new_table_metadata APIs lack support for initializing metadata with snapshot information. I think that responsibility should belong to Does this approach sound reasonable to you? Please feel free to correct me if I've misunderstood any aspect of this process. Thanks for your input! |
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| new_metadata_version = 0 | ||
| new_metadata_location = self._get_metadata_location(updated_metadata.location, new_metadata_version) | ||
| self._write_metadata( | ||
| updated_metadata, self._load_file_io(updated_metadata.properties, new_metadata_location), new_metadata_location | ||
| ) | ||
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| create_table_input = _construct_table_input( | ||
| table_name=table_name, | ||
| metadata_location=new_metadata_location, | ||
| properties=updated_metadata.properties, | ||
| metadata=updated_metadata, | ||
| ) | ||
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| self._create_glue_table(database_name=database_name, table_name=table_name, table_input=create_table_input) | ||
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| return CommitTableResponse(metadata=updated_metadata, metadata_location=new_metadata_location) | ||
| return CommitTableResponse(metadata=updated_metadata, metadata_location=new_metadata_location) | ||
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| def load_table(self, identifier: Union[str, Identifier]) -> Table: | ||
| """Load the table's metadata and returns the table instance. | ||
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