arminnajafi commented on code in PR #6646:
URL: https://github.com/apache/iceberg/pull/6646#discussion_r1103867049


##########
python/pyiceberg/catalog/dynamodb.py:
##########
@@ -0,0 +1,776 @@
+#  Licensed to the Apache Software Foundation (ASF) under one
+#  or more contributor license agreements.  See the NOTICE file
+#  distributed with this work for additional information
+#  regarding copyright ownership.  The ASF licenses this file
+#  to you under the Apache License, Version 2.0 (the
+#  "License"); you may not use this file except in compliance
+#  with the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+import uuid
+from time import time
+from typing import (
+    Any,
+    Dict,
+    List,
+    Optional,
+    Set,
+    Union,
+)
+
+import boto3
+
+from pyiceberg.catalog import (
+    ICEBERG,
+    METADATA_LOCATION,
+    PREVIOUS_METADATA_LOCATION,
+    TABLE_TYPE,
+    Catalog,
+    Identifier,
+    Properties,
+    PropertiesUpdateSummary,
+)
+from pyiceberg.exceptions import (
+    ConditionalCheckFailedException,
+    GenericDynamoDbError,
+    ItemNotFound,
+    NamespaceAlreadyExistsError,
+    NamespaceNotEmptyError,
+    NoSuchIcebergTableError,
+    NoSuchNamespaceError,
+    NoSuchPropertyException,
+    NoSuchTableError,
+    TableAlreadyExistsError,
+    ValidationError,
+)
+from pyiceberg.io import load_file_io
+from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec
+from pyiceberg.schema import Schema
+from pyiceberg.serializers import FromInputFile
+from pyiceberg.table import Table
+from pyiceberg.table.metadata import new_table_metadata
+from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortOrder
+from pyiceberg.typedef import EMPTY_DICT
+
+DYNAMODB_CLIENT = "dynamodb"
+
+DYNAMODB_COL_IDENTIFIER = "identifier"
+DYNAMODB_COL_NAMESPACE = "namespace"
+DYNAMODB_COL_VERSION = "v"
+DYNAMODB_COL_UPDATED_AT = "updated_at"
+DYNAMODB_COL_CREATED_AT = "created_at"
+DYNAMODB_NAMESPACE = "NAMESPACE"
+DYNAMODB_NAMESPACE_GSI = "namespace-identifier"
+DYNAMODB_PAY_PER_REQUEST = "PAY_PER_REQUEST"
+
+DYNAMODB_TABLE_NAME = "dynamodb_table_name"
+DYNAMODB_TABLE_NAME_DEFAULT = "iceberg"
+
+PROPERTY_KEY_PREFIX = "p."
+
+ACTIVE = "ACTIVE"
+ITEM = "Item"
+
+
+class DynamoDbCatalog(Catalog):
+    def __init__(self, name: str, **properties: str):
+        super().__init__(name, **properties)
+        self.dynamodb = boto3.client(DYNAMODB_CLIENT)
+        self.dynamodb_table_name = self.properties.get(DYNAMODB_TABLE_NAME, 
DYNAMODB_TABLE_NAME_DEFAULT)
+        self._ensure_catalog_table_exists_or_create()
+
+    def _ensure_catalog_table_exists_or_create(self) -> None:
+        if self._dynamodb_table_exists():
+            return
+
+        try:
+            self.dynamodb.create_table(
+                TableName=self.dynamodb_table_name,
+                
AttributeDefinitions=_get_create_catalog_attribute_definitions(),
+                KeySchema=_get_key_schema(),
+                GlobalSecondaryIndexes=_get_global_secondary_indexes(),
+                BillingMode=DYNAMODB_PAY_PER_REQUEST,
+            )
+        except (
+            self.dynamodb.exceptions.ResourceInUseException,
+            self.dynamodb.exceptions.LimitExceededException,
+            self.dynamodb.exceptions.InternalServerError,
+        ) as e:
+            raise GenericDynamoDbError(e.message) from e
+
+    def _dynamodb_table_exists(self) -> bool:
+        try:
+            response = 
self.dynamodb.describe_table(TableName=self.dynamodb_table_name)
+        except self.dynamodb.exceptions.ResourceNotFoundException:
+            return False
+        except self.dynamodb.exceptions.InternalServerError as e:
+            raise GenericDynamoDbError(e.message) from e
+
+        if response["Table"]["TableStatus"] != ACTIVE:
+            raise GenericDynamoDbError(f"DynamoDB table for catalog 
{self.dynamodb_table_name} is not {ACTIVE}")
+        else:
+            return True
+
+    def create_table(
+        self,
+        identifier: Union[str, Identifier],
+        schema: Schema,
+        location: Optional[str] = None,
+        partition_spec: PartitionSpec = UNPARTITIONED_PARTITION_SPEC,
+        sort_order: SortOrder = UNSORTED_SORT_ORDER,
+        properties: Properties = EMPTY_DICT,
+    ) -> Table:
+        """
+        Create an Iceberg table
+
+        Args:
+            identifier: Table identifier.
+            schema: Table's schema.
+            location: Location for the table. Optional Argument.
+            partition_spec: PartitionSpec for the table.
+            sort_order: SortOrder for the table.
+            properties: Table properties that can be a string based dictionary.
+
+        Returns:
+            Table: the created table instance
+
+        Raises:
+            AlreadyExistsError: If a table with the name already exists
+            ValueError: If the identifier is invalid, or no path is given to 
store metadata
+
+        """
+        database_name, table_name = 
self.identifier_to_database_and_table(identifier)
+
+        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
+        )
+        io = load_file_io(properties=self.properties, 
location=metadata_location)
+        self._write_metadata(metadata, io, metadata_location)
+
+        self._ensure_namespace_exists(database_name=database_name)
+
+        try:
+            self._put_dynamo_item(
+                item=_get_create_table_item(
+                    database_name=database_name, table_name=table_name, 
properties=properties, metadata_location=metadata_location
+                ),
+                
condition_expression=f"attribute_not_exists({DYNAMODB_COL_IDENTIFIER})",
+            )
+        except ConditionalCheckFailedException as e:
+            raise TableAlreadyExistsError(f"Table {database_name}.{table_name} 
already exists") from e
+
+        loaded_table = self.load_table(identifier=identifier)

Review Comment:
   Done. 



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