From ac59bd62929d9594a249b41ea338b8f2ea86e248 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Wed, 14 Feb 2024 22:46:40 -0500
Subject: [PATCH 01/16] Method to generate IDs based on schema

---
 poetry.lock         | 819 +++++++++++++++++++++++---------------------
 pyiceberg/schema.py |  42 ++-
 2 files changed, 449 insertions(+), 412 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index dd02b4bde..22c96422a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -46,87 +46,87 @@ boto3 = ["boto3 (>=1.33.2,<1.34.35)"]
 
 [[package]]
 name = "aiohttp"
-version = "3.9.2"
+version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -214,13 +214,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.83.0"
+version = "1.84.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = ">=3.8, <=4.0, !=4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -249,13 +249,13 @@ wrapt = "*"
 
 [[package]]
 name = "azure-core"
-version = "1.29.7"
+version = "1.30.0"
 description = "Microsoft Azure Core Library for Python"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -408,13 +408,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -494,17 +494,17 @@ files = [
 
 [[package]]
 name = "cfn-lint"
-version = "0.84.0"
+version = "0.85.1"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.8, <=4.0, !=4.0"
 files = [
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 ]
 
 [package.dependencies]
-aws-sam-translator = ">=1.83.0"
+aws-sam-translator = ">=1.84.0"
 jschema-to-python = ">=1.2.3,<1.3.0"
 jsonpatch = "*"
 jsonschema = ">=3.0,<5"
@@ -708,43 +708,43 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.0"
+version = "42.0.2"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
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 [[package]]
@@ -1025,13 +1005,13 @@ typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "flask"
-version = "3.0.1"
+version = "3.0.2"
 description = "A simple framework for building complex web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1211,17 +1191,17 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
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-description = "A Distributed DataFrame library for large scale complex data processing."
+version = "0.2.14"
+description = "Distributed Dataframes for Multimodal Data"
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 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1243,13 +1223,13 @@ ray = ["packaging", "ray[client,data] (>=2.0.0)"]
 
 [[package]]
 name = "google-api-core"
-version = "2.15.0"
+version = "2.17.0"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1265,13 +1245,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.26.2"
+version = "2.27.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -1543,13 +1523,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "identify"
-version = "2.5.33"
+version = "2.5.34"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
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 python-versions = ">=3.7"
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+]
+
 [[package]]
 name = "oauthlib"
 version = "3.2.2"
@@ -2442,8 +2483,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -2507,28 +2548,28 @@ files = [
 
 [[package]]
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-version = "4.1.0"
+version = "4.2.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.8"
 files = [
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 name = "pluggy"
-version = "1.3.0"
+version = "1.4.0"
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 [package.extras]
@@ -3171,13 +3212,13 @@ files = [
 
 [[package]]
 name = "pytz"
-version = "2023.3.post1"
+version = "2024.1"
 description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -3320,13 +3361,13 @@ tune = ["fsspec", "pandas", "pyarrow (>=6.0.1)", "requests", "tensorboardX (>=1.
 
 [[package]]
 name = "referencing"
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+version = "0.33.0"
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -3721,18 +3762,18 @@ pbr = "*"
 
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 description = "Easily download, build, install, upgrade, and uninstall Python packages"
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 [[package]]
@@ -3759,60 +3800,48 @@ files = [
 
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+    {file = "SQLAlchemy-2.0.27-cp39-cp39-win_amd64.whl", hash = "sha256:ff2f1b7c963961d41403b650842dc2039175b906ab2093635d8319bef0b7d620"},
+    {file = "SQLAlchemy-2.0.27-py3-none-any.whl", hash = "sha256:1ab4e0448018d01b142c916cc7119ca573803a4745cfe341b8f95657812700ac"},
+    {file = "SQLAlchemy-2.0.27.tar.gz", hash = "sha256:86a6ed69a71fe6b88bf9331594fa390a2adda4a49b5c06f98e47bf0d392534f8"},
 ]
 
 [package.dependencies]
@@ -3921,13 +3950,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.1"
+version = "4.66.2"
 description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
-    {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
+    {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
+    {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
 ]
 
 [package.dependencies]
@@ -3952,13 +3981,13 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2023.4"
+version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
-    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
 [[package]]
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 6dd174f32..bda5e8865 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1213,34 +1213,42 @@ def build_position_accessors(schema_or_type: Union[Schema, IcebergType]) -> Dict
     return visit(schema_or_type, _BuildPositionAccessors())
 
 
-def assign_fresh_schema_ids(schema_or_type: Union[Schema, IcebergType], next_id: Optional[Callable[[], int]] = None) -> Schema:
+def assign_fresh_schema_ids(schema_or_type: Union[Schema, IcebergType], base_schema: Schema = None, next_id: Optional[Callable[[], int]] = None) -> Schema:
     """Traverses the schema, and sets new IDs."""
-    return pre_order_visit(schema_or_type, _SetFreshIDs(next_id_func=next_id))
+    return pre_order_visit(schema_or_type, _SetFreshIDs(base_schema=base_schema, next_id_func=next_id))
 
 
 class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
-    """Traverses the schema and assigns monotonically increasing ids."""
+    """Sets IDs to match a given schema if provided else generates IDs from either the next_id_func  
+    or simply assigns monotonically increasing IDs"""
 
-    old_id_to_new_id: Dict[int, int]
-
-    def __init__(self, next_id_func: Optional[Callable[[], int]] = None) -> None:
-        self.old_id_to_new_id = {}
-        counter = itertools.count(1)
+    def __init__(self, base_schema: Schema = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
+        self.base_schema: Schema = base_schema
+        counter = itertools.count(1 + base_schema.highest_field_id if base_schema is not None else 0)
         self.next_id_func = next_id_func if next_id_func is not None else lambda: next(counter)
 
-    def _get_and_increment(self, current_id: int) -> int:
-        new_id = self.next_id_func()
-        self.old_id_to_new_id[current_id] = new_id
-        return new_id
+    def _id_for(self, full_name: Optional[str]) -> int:
+        field = None
+        if self.base_schema is not None and full_name is not None:
+            try:
+                field = self.base_schema.find_field(full_name)
+            except ValueError as e:
+                pass  # field not found, generate new ID below
+            
+        return field.field_id if field is not None else self.next_id_func()
+
+    def _name(self, id: int) -> Optional[str]:
+        return self.base_schema.find_column_name(id) if self.base_schema is not None else None
+        
 
     def schema(self, schema: Schema, struct_result: Callable[[], StructType]) -> Schema:
         return Schema(
             *struct_result().fields,
-            identifier_field_ids=[self.old_id_to_new_id[field_id] for field_id in schema.identifier_field_ids],
+            identifier_field_ids=[self.name_to_id[field_id] for field_id in schema.identifier_field_ids],
         )
 
     def struct(self, struct: StructType, field_results: List[Callable[[], IcebergType]]) -> StructType:
-        new_ids = [self._get_and_increment(field.field_id) for field in struct.fields]
+        new_ids = [self._id_for(field.field_id) for field in struct.fields]
         new_fields = []
         for field_id, field, field_type in zip(new_ids, struct.fields, field_results):
             new_fields.append(
@@ -1258,7 +1266,7 @@ def field(self, field: NestedField, field_result: Callable[[], IcebergType]) ->
         return field_result()
 
     def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -> ListType:
-        element_id = self._get_and_increment(list_type.element_id)
+        element_id = self._id_for(list_type.element_id)
         return ListType(
             element_id=element_id,
             element=element_result(),
@@ -1266,8 +1274,8 @@ def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -
         )
 
     def map(self, map_type: MapType, key_result: Callable[[], IcebergType], value_result: Callable[[], IcebergType]) -> MapType:
-        key_id = self._get_and_increment(map_type.key_id)
-        value_id = self._get_and_increment(map_type.value_id)
+        key_id = self._id_for(map_type.key_id)
+        value_id = self._id_for(map_type.value_id)
         return MapType(
             key_id=key_id,
             key_type=key_result(),

From efc71de876172e21addc26cfe7b43a53e5daf607 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Thu, 15 Feb 2024 14:29:18 +0000
Subject: [PATCH 02/16] Support generating IDs based on existing schema

---
 pyiceberg/catalog/rest.py   |  2 +-
 pyiceberg/schema.py         | 27 +++++++++++++++++----------
 pyiceberg/table/__init__.py | 15 ++++++++++++++-
 pyiceberg/table/metadata.py |  2 +-
 4 files changed, 33 insertions(+), 13 deletions(-)

diff --git a/pyiceberg/catalog/rest.py b/pyiceberg/catalog/rest.py
index b4b9f722b..dde932b3d 100644
--- a/pyiceberg/catalog/rest.py
+++ b/pyiceberg/catalog/rest.py
@@ -448,7 +448,7 @@ def create_table(
         properties: Properties = EMPTY_DICT,
     ) -> Table:
         iceberg_schema = self._convert_schema_if_needed(schema)
-        fresh_schema = assign_fresh_schema_ids(iceberg_schema)
+        fresh_schema = assign_fresh_schema_ids(schema_or_type=iceberg_schema)
         fresh_partition_spec = assign_fresh_partition_spec_ids(partition_spec, iceberg_schema, fresh_schema)
         fresh_sort_order = assign_fresh_sort_order_ids(sort_order, iceberg_schema, fresh_schema)
 
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index bda5e8865..58282c536 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1215,14 +1215,19 @@ def build_position_accessors(schema_or_type: Union[Schema, IcebergType]) -> Dict
 
 def assign_fresh_schema_ids(schema_or_type: Union[Schema, IcebergType], base_schema: Schema = None, next_id: Optional[Callable[[], int]] = None) -> Schema:
     """Traverses the schema, and sets new IDs."""
-    return pre_order_visit(schema_or_type, _SetFreshIDs(base_schema=base_schema, next_id_func=next_id))
+    visiting_schema = schema_or_type if isinstance(schema_or_type, Schema) else None
+    return pre_order_visit(schema_or_type, _SetFreshIDs(visiting_schema=visiting_schema, base_schema=base_schema, next_id_func=next_id))
 
 
 class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
     """Sets IDs to match a given schema if provided else generates IDs from either the next_id_func  
     or simply assigns monotonically increasing IDs"""
 
-    def __init__(self, base_schema: Schema = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
+    name_to_id: Dict[str, int]
+
+    def __init__(self, visiting_schema: Optional[Schema] = None, base_schema: Optional[Schema] = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
+        self.name_to_id = {}
+        self.visiting_schema = visiting_schema
         self.base_schema: Schema = base_schema
         counter = itertools.count(1 + base_schema.highest_field_id if base_schema is not None else 0)
         self.next_id_func = next_id_func if next_id_func is not None else lambda: next(counter)
@@ -1234,21 +1239,23 @@ def _id_for(self, full_name: Optional[str]) -> int:
                 field = self.base_schema.find_field(full_name)
             except ValueError as e:
                 pass  # field not found, generate new ID below
-            
-        return field.field_id if field is not None else self.next_id_func()
+        
+        new_id = field.field_id if field is not None else self.next_id_func()
+        self.name_to_id[full_name] = new_id
+        return new_id
 
     def _name(self, id: int) -> Optional[str]:
-        return self.base_schema.find_column_name(id) if self.base_schema is not None else None
+        return self.visiting_schema.find_column_name(id) if self.visiting_schema is not None else None
         
 
     def schema(self, schema: Schema, struct_result: Callable[[], StructType]) -> Schema:
         return Schema(
             *struct_result().fields,
-            identifier_field_ids=[self.name_to_id[field_id] for field_id in schema.identifier_field_ids],
+            identifier_field_ids=[self.name_to_id[field_names] for field_names in schema.identifier_field_names()],
         )
 
     def struct(self, struct: StructType, field_results: List[Callable[[], IcebergType]]) -> StructType:
-        new_ids = [self._id_for(field.field_id) for field in struct.fields]
+        new_ids = [self._id_for(self._name(field.field_id)) for field in struct.fields]
         new_fields = []
         for field_id, field, field_type in zip(new_ids, struct.fields, field_results):
             new_fields.append(
@@ -1266,7 +1273,7 @@ def field(self, field: NestedField, field_result: Callable[[], IcebergType]) ->
         return field_result()
 
     def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -> ListType:
-        element_id = self._id_for(list_type.element_id)
+        element_id = self._id_for(self._name(list_type.element_id))
         return ListType(
             element_id=element_id,
             element=element_result(),
@@ -1274,8 +1281,8 @@ def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -
         )
 
     def map(self, map_type: MapType, key_result: Callable[[], IcebergType], value_result: Callable[[], IcebergType]) -> MapType:
-        key_id = self._id_for(map_type.key_id)
-        value_id = self._id_for(map_type.value_id)
+        key_id = self._id_for(self._name(map_type.key_id))
+        value_id = self._id_for(self._name(map_type.value_id))
         return MapType(
             key_id=key_id,
             key_type=key_result(),
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index a87435fcf..6d8c23748 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -372,6 +372,7 @@ class TableUpdateAction(Enum):
     upgrade_format_version = "upgrade-format-version"
     add_schema = "add-schema"
     set_current_schema = "set-current-schema"
+    set_fresh_schema_ids = "set-fresh-schema-ids"
     add_spec = "add-spec"
     set_default_spec = "set-default-spec"
     add_sort_order = "add-sort-order"
@@ -407,6 +408,11 @@ class SetCurrentSchemaUpdate(TableUpdate):
         alias="schema-id", description="Schema ID to set as current, or -1 to set last added schema", default=-1
     )
 
+class SetFreshSchemaIDsUpdate(TableUpdate):
+    action: TableUpdateAction = TableUpdateAction.set_fresh_schema_ids
+    base_schema: int = Field(
+        alias="base_schema", description="Sets Fresh Schema IDs based on the base_schema or assigns monotonically increasing ids ", default=None
+    )
 
 class AddPartitionSpecUpdate(TableUpdate):
     action: TableUpdateAction = TableUpdateAction.add_spec
@@ -1546,6 +1552,13 @@ def union_by_name(self, new_schema: Union[Schema, "pa.Schema"]) -> UpdateSchema:
         )
         return self
 
+    def assign_fresh_ids(self, new_schema: Union[Schema, "pa.Schema"]) -> UpdateSchema:
+        """
+        Replace the schema with the new one. This 
+        """
+        self._schema = Catalog._convert_schema_if_needed(new_schema)
+        return self
+
     def add_column(
         self, path: Union[str, Tuple[str, ...]], field_type: IcebergType, doc: Optional[str] = None, required: bool = False
     ) -> UpdateSchema:
@@ -1611,7 +1624,7 @@ def add_column(
         self._added_name_to_id[full_name] = new_id
         self._id_to_parent[new_id] = parent_full_path
 
-        new_type = assign_fresh_schema_ids(field_type, self.assign_new_column_id)
+        new_type = assign_fresh_schema_ids(schema_or_type=field_type, next_id=self.assign_new_column_id)
         field = NestedField(field_id=new_id, name=name, field_type=new_type, required=required, doc=doc)
 
         if parent_id in self._adds:
diff --git a/pyiceberg/table/metadata.py b/pyiceberg/table/metadata.py
index a5dfb6ce4..814799509 100644
--- a/pyiceberg/table/metadata.py
+++ b/pyiceberg/table/metadata.py
@@ -408,7 +408,7 @@ def new_table_metadata(
 ) -> TableMetadata:
     from pyiceberg.table import TableProperties
 
-    fresh_schema = assign_fresh_schema_ids(schema)
+    fresh_schema = assign_fresh_schema_ids(schema_or_type=schema)
     fresh_partition_spec = assign_fresh_partition_spec_ids(partition_spec, schema, fresh_schema)
     fresh_sort_order = assign_fresh_sort_order_ids(sort_order, schema, fresh_schema)
 

From 359b8ec6cc81641d72877afcdc0311c633ce48b6 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Thu, 15 Feb 2024 15:18:29 +0000
Subject: [PATCH 03/16] Fix bug

---
 pyiceberg/schema.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 58282c536..e09d3e3ef 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1229,7 +1229,7 @@ def __init__(self, visiting_schema: Optional[Schema] = None, base_schema: Option
         self.name_to_id = {}
         self.visiting_schema = visiting_schema
         self.base_schema: Schema = base_schema
-        counter = itertools.count(1 + base_schema.highest_field_id if base_schema is not None else 0)
+        counter = itertools.count(1 + (base_schema.highest_field_id if base_schema is not None else 0))
         self.next_id_func = next_id_func if next_id_func is not None else lambda: next(counter)
 
     def _id_for(self, full_name: Optional[str]) -> int:

From 5a9f0780a35f6aab9796d51db4dc0735b4c097a0 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Thu, 15 Feb 2024 19:22:36 +0000
Subject: [PATCH 04/16] Add API for replacing table

---
 pyiceberg/schema.py         |  6 +++---
 pyiceberg/table/__init__.py | 22 +++++++++++++++++-----
 2 files changed, 20 insertions(+), 8 deletions(-)

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index e09d3e3ef..5d5b95f5c 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1214,14 +1214,14 @@ def build_position_accessors(schema_or_type: Union[Schema, IcebergType]) -> Dict
 
 
 def assign_fresh_schema_ids(schema_or_type: Union[Schema, IcebergType], base_schema: Schema = None, next_id: Optional[Callable[[], int]] = None) -> Schema:
-    """Traverses the schema, and sets new IDs."""
+    """Traverses the schema and assigns IDs from the base_schema, and fresh IDs from either the next_id function 
+    or monotonically increasing IDs"""
     visiting_schema = schema_or_type if isinstance(schema_or_type, Schema) else None
     return pre_order_visit(schema_or_type, _SetFreshIDs(visiting_schema=visiting_schema, base_schema=base_schema, next_id_func=next_id))
 
 
 class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
-    """Sets IDs to match a given schema if provided else generates IDs from either the next_id_func  
-    or simply assigns monotonically increasing IDs"""
+    """Assigns IDs from the base_schema, and fresh IDs from either the next_id function or monotonically increasing IDs"""
 
     name_to_id: Dict[str, int]
 
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 6d8c23748..48e15b70b 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -328,6 +328,23 @@ def update_schema(self) -> UpdateSchema:
             A new UpdateSchema.
         """
         return UpdateSchema(self._table, self)
+    
+    def replace_table_with(self, table: Table) -> Transaction:
+        """Replaces the table metadata with the new one.
+
+        Returns:
+            The alter table builder.
+        """
+        # Replace schema while retaining the old Schema IDs 
+        new_schema = assign_fresh_schema_ids(schema_or_type=table.schema(), base_schema=self._table.schema())
+        self._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
+        self._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
+        # TODO
+        # Update partition spec
+        # Update sort order
+        # Update table properties
+        self._append_requirements(AssertTableUUID(uuid=self._table.metadata.table_uuid))
+        return self
 
     def remove_properties(self, *removals: str) -> Transaction:
         """Remove properties.
@@ -408,11 +425,6 @@ class SetCurrentSchemaUpdate(TableUpdate):
         alias="schema-id", description="Schema ID to set as current, or -1 to set last added schema", default=-1
     )
 
-class SetFreshSchemaIDsUpdate(TableUpdate):
-    action: TableUpdateAction = TableUpdateAction.set_fresh_schema_ids
-    base_schema: int = Field(
-        alias="base_schema", description="Sets Fresh Schema IDs based on the base_schema or assigns monotonically increasing ids ", default=None
-    )
 
 class AddPartitionSpecUpdate(TableUpdate):
     action: TableUpdateAction = TableUpdateAction.add_spec

From b344516128558a168dec38281227ba9f7f49a76f Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Thu, 15 Feb 2024 19:45:28 +0000
Subject: [PATCH 05/16] Cleanup

---
 pyiceberg/schema.py         |  2 +-
 pyiceberg/table/__init__.py | 14 +++-----------
 2 files changed, 4 insertions(+), 12 deletions(-)

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 5d5b95f5c..ef9f18c5f 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1227,7 +1227,7 @@ class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
 
     def __init__(self, visiting_schema: Optional[Schema] = None, base_schema: Optional[Schema] = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
         self.name_to_id = {}
-        self.visiting_schema = visiting_schema
+        self.visiting_schema: Schema = visiting_schema
         self.base_schema: Schema = base_schema
         counter = itertools.count(1 + (base_schema.highest_field_id if base_schema is not None else 0))
         self.next_id_func = next_id_func if next_id_func is not None else lambda: next(counter)
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 48e15b70b..15bd4258f 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -329,14 +329,14 @@ def update_schema(self) -> UpdateSchema:
         """
         return UpdateSchema(self._table, self)
     
-    def replace_table_with(self, table: Table) -> Transaction:
-        """Replaces the table metadata with the new one.
+    def replace_table_with(self, new_table: Table) -> Transaction:
+        """Replaces the table metadata with the new table.
 
         Returns:
             The alter table builder.
         """
         # Replace schema while retaining the old Schema IDs 
-        new_schema = assign_fresh_schema_ids(schema_or_type=table.schema(), base_schema=self._table.schema())
+        new_schema = assign_fresh_schema_ids(schema_or_type=new_table.schema(), base_schema=self._table.schema())
         self._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
         self._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
         # TODO
@@ -389,7 +389,6 @@ class TableUpdateAction(Enum):
     upgrade_format_version = "upgrade-format-version"
     add_schema = "add-schema"
     set_current_schema = "set-current-schema"
-    set_fresh_schema_ids = "set-fresh-schema-ids"
     add_spec = "add-spec"
     set_default_spec = "set-default-spec"
     add_sort_order = "add-sort-order"
@@ -1564,13 +1563,6 @@ def union_by_name(self, new_schema: Union[Schema, "pa.Schema"]) -> UpdateSchema:
         )
         return self
 
-    def assign_fresh_ids(self, new_schema: Union[Schema, "pa.Schema"]) -> UpdateSchema:
-        """
-        Replace the schema with the new one. This 
-        """
-        self._schema = Catalog._convert_schema_if_needed(new_schema)
-        return self
-
     def add_column(
         self, path: Union[str, Tuple[str, ...]], field_type: IcebergType, doc: Optional[str] = None, required: bool = False
     ) -> UpdateSchema:

From 24fcda4a8880476776c7ea07000f1bf7929ffdd4 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Thu, 15 Feb 2024 19:52:07 +0000
Subject: [PATCH 06/16] Cleanup

---
 pyiceberg/schema.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index ef9f18c5f..701ce8031 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1251,7 +1251,7 @@ def _name(self, id: int) -> Optional[str]:
     def schema(self, schema: Schema, struct_result: Callable[[], StructType]) -> Schema:
         return Schema(
             *struct_result().fields,
-            identifier_field_ids=[self.name_to_id[field_names] for field_names in schema.identifier_field_names()],
+            identifier_field_ids=[self.name_to_id[field_name] for field_name in schema.identifier_field_names()],
         )
 
     def struct(self, struct: StructType, field_results: List[Callable[[], IcebergType]]) -> StructType:

From 93587fb50cbb004e24f1a5fba7f5aaf73a2e6185 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Thu, 15 Feb 2024 20:40:56 +0000
Subject: [PATCH 07/16] Fix bug

---
 pyiceberg/schema.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 701ce8031..c3ade776f 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1241,7 +1241,8 @@ def _id_for(self, full_name: Optional[str]) -> int:
                 pass  # field not found, generate new ID below
         
         new_id = field.field_id if field is not None else self.next_id_func()
-        self.name_to_id[full_name] = new_id
+        if full_name is not None:
+            self.name_to_id[full_name] = new_id
         return new_id
 
     def _name(self, id: int) -> Optional[str]:

From ec36946901a137f32f7d1652f7715f7f02acae9d Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Fri, 16 Feb 2024 17:21:43 -0500
Subject: [PATCH 08/16] Catalog API for create or replace table

---
 poetry.lock                   | 376 +++++++++++++++-------------------
 pyiceberg/catalog/__init__.py |  69 ++++++-
 pyiceberg/schema.py           |   8 +-
 pyiceberg/table/__init__.py   |  17 --
 4 files changed, 240 insertions(+), 230 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 255f50a98..d25b58ca0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -214,13 +214,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.84.0"
+version = "1.85.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = ">=3.8, <=4.0, !=4.0"
 files = [
-    {file = "aws-sam-translator-1.84.0.tar.gz", hash = "sha256:dbfd5669b5ef4bd7bc7af4775eec2ce4db61a2c2a17d721e67b51cf6a6dd63f9"},
-    {file = "aws_sam_translator-1.84.0-py3-none-any.whl", hash = "sha256:a24f43e80095c79258a1f1c7a0b8169f55daf0b2bc237d5b9010b02ba86fa3bb"},
+    {file = "aws-sam-translator-1.85.0.tar.gz", hash = "sha256:e41938affa128fb5bde5e1989b260bf539a96369bba3faf316ce66651351df39"},
+    {file = "aws_sam_translator-1.85.0-py3-none-any.whl", hash = "sha256:e8c69a4db7279421ff6c3579cd4d43395fe9b6781f50416528e984be68e25481"},
 ]
 
 [package.dependencies]
@@ -494,13 +494,13 @@ files = [
 
 [[package]]
 name = "cfn-lint"
-version = "0.85.1"
+version = "0.85.2"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.8, <=4.0, !=4.0"
 files = [
-    {file = "cfn-lint-0.85.1.tar.gz", hash = "sha256:f003603a6f13bcda125c60f5021fc19b96f18a27ebc44498947709cb7627d0d6"},
-    {file = "cfn_lint-0.85.1-py3-none-any.whl", hash = "sha256:5d5b31609ded0bc513f1c57c0dc0017ec1613c2b33ef8e74802149bedb01a3de"},
+    {file = "cfn-lint-0.85.2.tar.gz", hash = "sha256:f8a5cc55daeaaa747b8d776dcf62fe1b6bfb8cb46ae60950cbe627601facccd7"},
+    {file = "cfn_lint-0.85.2-py3-none-any.whl", hash = "sha256:e7a0aafb9ad93dbe5db54cbefca92a94f2d173309218273ef997ecb048125d89"},
 ]
 
 [package.dependencies]
@@ -708,43 +708,43 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.2"
+version = "42.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cryptography-42.0.2-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:701171f825dcab90969596ce2af253143b93b08f1a716d4b2a9d2db5084ef7be"},
-    {file = "cryptography-42.0.2-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:61321672b3ac7aade25c40449ccedbc6db72c7f5f0fdf34def5e2f8b51ca530d"},
-    {file = "cryptography-42.0.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea2c3ffb662fec8bbbfce5602e2c159ff097a4631d96235fcf0fb00e59e3ece4"},
-    {file = "cryptography-42.0.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3b15c678f27d66d247132cbf13df2f75255627bcc9b6a570f7d2fd08e8c081d2"},
-    {file = "cryptography-42.0.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:8e88bb9eafbf6a4014d55fb222e7360eef53e613215085e65a13290577394529"},
-    {file = "cryptography-42.0.2-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:a047682d324ba56e61b7ea7c7299d51e61fd3bca7dad2ccc39b72bd0118d60a1"},
-    {file = "cryptography-42.0.2-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:36d4b7c4be6411f58f60d9ce555a73df8406d484ba12a63549c88bd64f7967f1"},
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 [[package]]
@@ -1219,17 +1191,17 @@ gcsfuse = ["fusepy"]
 
 [[package]]
 name = "getdaft"
-version = "0.2.14"
+version = "0.2.15"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1251,13 +1223,13 @@ ray = ["packaging", "ray[client,data] (>=2.0.0)"]
 
 [[package]]
 name = "google-api-core"
-version = "2.17.0"
+version = "2.17.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1273,13 +1245,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.27.0"
+version = "2.28.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
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-    {file = "SQLAlchemy-2.0.27-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fc19ae2e07a067663dd24fca55f8ed06a288384f0e6e3910420bf4b1270cc51"},
     {file = "SQLAlchemy-2.0.27-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b90053be91973a6fb6020a6e44382c97739736a5a9d74e08cc29b196639eb979"},
-    {file = "SQLAlchemy-2.0.27-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:2f5c9dfb0b9ab5e3a8a00249534bdd838d943ec4cfb9abe176a6c33408430230"},
     {file = "SQLAlchemy-2.0.27-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:33e8bde8fff203de50399b9039c4e14e42d4d227759155c21f8da4a47fc8053c"},
     {file = "SQLAlchemy-2.0.27-cp39-cp39-win32.whl", hash = "sha256:d873c21b356bfaf1589b89090a4011e6532582b3a8ea568a00e0c3aab09399dd"},
     {file = "SQLAlchemy-2.0.27-cp39-cp39-win_amd64.whl", hash = "sha256:ff2f1b7c963961d41403b650842dc2039175b906ab2093635d8319bef0b7d620"},
diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index 6e5dc2748..6bfa6e8ed 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -40,11 +40,14 @@
 from pyiceberg.io import FileIO, load_file_io
 from pyiceberg.manifest import ManifestFile
 from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec
-from pyiceberg.schema import Schema
+from pyiceberg.schema import Schema, assign_fresh_schema_ids
 from pyiceberg.serializers import ToOutputFile
 from pyiceberg.table import (
+    AddSchemaUpdate,
+    AssertTableUUID,
     CommitTableRequest,
     CommitTableResponse,
+    SetCurrentSchemaUpdate,
     Table,
     TableMetadata,
 )
@@ -616,6 +619,47 @@ def purge_table(self, identifier: Union[str, Identifier]) -> None:
         delete_files(io, prev_metadata_files, PREVIOUS_METADATA)
         delete_files(io, {table.metadata_location}, METADATA)
 
+    def create_or_replace_table(
+        self,
+        identifier: Union[str, Identifier],
+        schema: Union[Schema, "pa.Schema"],
+        location: Optional[str] = None,
+        partition_spec: PartitionSpec = UNPARTITIONED_PARTITION_SPEC,
+        sort_order: SortOrder = UNSORTED_SORT_ORDER,
+        properties: Properties = EMPTY_DICT,
+    ) -> Table:
+        """Creates a new table or replaces an existing one. Replacing the table reatains the table metadata history
+
+        Args:
+            identifier (str | Identifier): Table identifier.
+            schema (Schema): Table's schema.
+            location (str | None): Location for the table. Optional Argument.
+            partition_spec (PartitionSpec): PartitionSpec for the table.
+            sort_order (SortOrder): SortOrder for the table.
+            properties (Properties): Table properties that can be a string based dictionary.
+
+        Returns:
+            Table: the new table instance.
+        """
+        try:
+            return self._replace_table(
+                identifier=identifier,
+                new_schema=schema,
+                new_location=location,
+                new_partition_spec=partition_spec,
+                new_sort_order=sort_order,
+                new_properties=properties,
+            )
+        except NoSuchTableError:
+            return self.create_table(
+                identifier=identifier,
+                schema=schema,
+                location=location,
+                partition_spec=partition_spec,
+                sort_order=sort_order,
+                properties=properties,
+            )
+
     @staticmethod
     def _write_metadata(metadata: TableMetadata, io: FileIO, metadata_path: str) -> None:
         ToOutputFile.table_metadata(metadata, io.new_output(metadata_path))
@@ -680,6 +724,29 @@ def _get_updated_props_and_update_summary(
 
         return properties_update_summary, updated_properties
 
+    def _replace_table(
+        self,
+        identifier: Union[str, Identifier],
+        new_schema: Optional[Union[Schema, "pa.Schema"]] = None,
+        new_location: Optional[str] = None,
+        new_partition_spec: Optional[PartitionSpec] = None,
+        new_sort_order: Optional[SortOrder] = None,
+        new_properties: Optional[Properties] = None,
+    ) -> Table:
+        table = self.load_table(identifier)
+        with table.transaction() as tx:
+            if new_schema is not None:
+                new_schema = assign_fresh_schema_ids(schema_or_type=new_schema, base_schema=table.schema())
+                tx._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
+                tx._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
+            if new_location is not None:
+                tx.update_location(new_location)
+            # TODO Update partition spec
+            # TODO Update sort order
+            if new_properties is not None:
+                tx.set_properties(**new_properties)
+            tx._append_requirements(AssertTableUUID(uuid=table.metadata.table_uuid))
+
     def __repr__(self) -> str:
         """Return the string representation of the Catalog class."""
         return f"{self.name} ({self.__class__})"
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index c3ade776f..1873b3158 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1214,15 +1214,15 @@ def build_position_accessors(schema_or_type: Union[Schema, IcebergType]) -> Dict
 
 
 def assign_fresh_schema_ids(schema_or_type: Union[Schema, IcebergType], base_schema: Schema = None, next_id: Optional[Callable[[], int]] = None) -> Schema:
-    """Traverses the schema and assigns IDs from the base_schema, and fresh IDs from either the next_id function 
-    or monotonically increasing IDs"""
+    """Traverses the schema and assigns IDs from the base_schema, or the next_id function."""
     visiting_schema = schema_or_type if isinstance(schema_or_type, Schema) else None
     return pre_order_visit(schema_or_type, _SetFreshIDs(visiting_schema=visiting_schema, base_schema=base_schema, next_id_func=next_id))
 
 
 class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
-    """Assigns IDs from the base_schema, and fresh IDs from either the next_id function or monotonically increasing IDs"""
-
+    """Assigns IDs from the base_schema, or generates fresh IDs from either the next_id function 
+    or monotonically increasing IDs starting from schema's hightst level ID.
+    """
     name_to_id: Dict[str, int]
 
     def __init__(self, visiting_schema: Optional[Schema] = None, base_schema: Optional[Schema] = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
diff --git a/pyiceberg/table/__init__.py b/pyiceberg/table/__init__.py
index 15bd4258f..d230a183f 100644
--- a/pyiceberg/table/__init__.py
+++ b/pyiceberg/table/__init__.py
@@ -328,23 +328,6 @@ def update_schema(self) -> UpdateSchema:
             A new UpdateSchema.
         """
         return UpdateSchema(self._table, self)
-    
-    def replace_table_with(self, new_table: Table) -> Transaction:
-        """Replaces the table metadata with the new table.
-
-        Returns:
-            The alter table builder.
-        """
-        # Replace schema while retaining the old Schema IDs 
-        new_schema = assign_fresh_schema_ids(schema_or_type=new_table.schema(), base_schema=self._table.schema())
-        self._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
-        self._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
-        # TODO
-        # Update partition spec
-        # Update sort order
-        # Update table properties
-        self._append_requirements(AssertTableUUID(uuid=self._table.metadata.table_uuid))
-        return self
 
     def remove_properties(self, *removals: str) -> Transaction:
         """Remove properties.

From 34f559ae55cb5d61c5b7867c7e1cba9e4ff19d8a Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Fri, 16 Feb 2024 17:25:21 -0500
Subject: [PATCH 09/16] Fix bug

---
 pyiceberg/catalog/__init__.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index 6bfa6e8ed..acd8da658 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -746,6 +746,7 @@ def _replace_table(
             if new_properties is not None:
                 tx.set_properties(**new_properties)
             tx._append_requirements(AssertTableUUID(uuid=table.metadata.table_uuid))
+        return table
 
     def __repr__(self) -> str:
         """Return the string representation of the Catalog class."""

From bb7a5919fd018b6a360839daa4ecd79bc6ad69c0 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Fri, 16 Feb 2024 17:42:00 -0500
Subject: [PATCH 10/16] Remove visiting_schema param

---
 pyiceberg/schema.py | 30 ++++++++++++------------------
 1 file changed, 12 insertions(+), 18 deletions(-)

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 1873b3158..c2dd70d0b 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1215,8 +1215,7 @@ def build_position_accessors(schema_or_type: Union[Schema, IcebergType]) -> Dict
 
 def assign_fresh_schema_ids(schema_or_type: Union[Schema, IcebergType], base_schema: Schema = None, next_id: Optional[Callable[[], int]] = None) -> Schema:
     """Traverses the schema and assigns IDs from the base_schema, or the next_id function."""
-    visiting_schema = schema_or_type if isinstance(schema_or_type, Schema) else None
-    return pre_order_visit(schema_or_type, _SetFreshIDs(visiting_schema=visiting_schema, base_schema=base_schema, next_id_func=next_id))
+    return pre_order_visit(schema_or_type, _SetFreshIDs(base_schema=base_schema, next_id_func=next_id))
 
 
 class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
@@ -1225,29 +1224,24 @@ class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
     """
     name_to_id: Dict[str, int]
 
-    def __init__(self, visiting_schema: Optional[Schema] = None, base_schema: Optional[Schema] = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
+    def __init__(self, base_schema: Optional[Schema] = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
         self.name_to_id = {}
-        self.visiting_schema: Schema = visiting_schema
         self.base_schema: Schema = base_schema
         counter = itertools.count(1 + (base_schema.highest_field_id if base_schema is not None else 0))
         self.next_id_func = next_id_func if next_id_func is not None else lambda: next(counter)
 
-    def _id_for(self, full_name: Optional[str]) -> int:
+    def _generate_id(self, field_name: Optional[str] = None) -> int:
         field = None
-        if self.base_schema is not None and full_name is not None:
+        if self.base_schema is not None and field_name is not None:
             try:
-                field = self.base_schema.find_field(full_name)
+                field = self.base_schema.find_field(field_name)
             except ValueError as e:
                 pass  # field not found, generate new ID below
         
         new_id = field.field_id if field is not None else self.next_id_func()
-        if full_name is not None:
-            self.name_to_id[full_name] = new_id
-        return new_id
-
-    def _name(self, id: int) -> Optional[str]:
-        return self.visiting_schema.find_column_name(id) if self.visiting_schema is not None else None
-        
+        if field_name is not None:
+            self.name_to_id[field_name] = new_id
+        return new_id        
 
     def schema(self, schema: Schema, struct_result: Callable[[], StructType]) -> Schema:
         return Schema(
@@ -1256,7 +1250,7 @@ def schema(self, schema: Schema, struct_result: Callable[[], StructType]) -> Sch
         )
 
     def struct(self, struct: StructType, field_results: List[Callable[[], IcebergType]]) -> StructType:
-        new_ids = [self._id_for(self._name(field.field_id)) for field in struct.fields]
+        new_ids = [self._generate_id(field.name) for field in struct.fields]
         new_fields = []
         for field_id, field, field_type in zip(new_ids, struct.fields, field_results):
             new_fields.append(
@@ -1274,7 +1268,7 @@ def field(self, field: NestedField, field_result: Callable[[], IcebergType]) ->
         return field_result()
 
     def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -> ListType:
-        element_id = self._id_for(self._name(list_type.element_id))
+        element_id = self._generate_id(self._name(list_type.element_field.name))
         return ListType(
             element_id=element_id,
             element=element_result(),
@@ -1282,8 +1276,8 @@ def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -
         )
 
     def map(self, map_type: MapType, key_result: Callable[[], IcebergType], value_result: Callable[[], IcebergType]) -> MapType:
-        key_id = self._id_for(self._name(map_type.key_id))
-        value_id = self._id_for(self._name(map_type.value_id))
+        key_id = self._generate_id(map_type.key_field.name)
+        value_id = self._generate_id(map_type.value_field.name)
         return MapType(
             key_id=key_id,
             key_type=key_result(),

From 1f397a826adec31196a8d4a40ea90371d33791a9 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Fri, 16 Feb 2024 18:12:46 -0500
Subject: [PATCH 11/16] Fix bug

---
 pyiceberg/schema.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index c2dd70d0b..96ae9a0d0 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1268,7 +1268,7 @@ def field(self, field: NestedField, field_result: Callable[[], IcebergType]) ->
         return field_result()
 
     def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -> ListType:
-        element_id = self._generate_id(self._name(list_type.element_field.name))
+        element_id = self._generate_id(list_type.element_field.name)
         return ListType(
             element_id=element_id,
             element=element_result(),

From e25366edd9ff69c3925d19b51f3bb0e9a5feff30 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Fri, 16 Feb 2024 18:36:33 -0500
Subject: [PATCH 12/16] Cleanup

---
 pyiceberg/catalog/__init__.py | 26 +++++++++++++-------------
 pyiceberg/schema.py           | 19 ++++++++++---------
 2 files changed, 23 insertions(+), 22 deletions(-)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index acd8da658..32c9be475 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -628,7 +628,7 @@ def create_or_replace_table(
         sort_order: SortOrder = UNSORTED_SORT_ORDER,
         properties: Properties = EMPTY_DICT,
     ) -> Table:
-        """Creates a new table or replaces an existing one. Replacing the table reatains the table metadata history
+        """Create a new table or replace an existing one. Replacing the table reatains the table metadata history.
 
         Args:
             identifier (str | Identifier): Table identifier.
@@ -727,24 +727,24 @@ def _get_updated_props_and_update_summary(
     def _replace_table(
         self,
         identifier: Union[str, Identifier],
-        new_schema: Optional[Union[Schema, "pa.Schema"]] = None,
+        new_schema: Union[Schema, "pa.Schema"],
+        new_partition_spec: PartitionSpec,
+        new_sort_order: SortOrder,
+        new_properties: Properties,
         new_location: Optional[str] = None,
-        new_partition_spec: Optional[PartitionSpec] = None,
-        new_sort_order: Optional[SortOrder] = None,
-        new_properties: Optional[Properties] = None,
     ) -> Table:
         table = self.load_table(identifier)
         with table.transaction() as tx:
-            if new_schema is not None:
-                new_schema = assign_fresh_schema_ids(schema_or_type=new_schema, base_schema=table.schema())
-                tx._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
-                tx._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
-            if new_location is not None:
-                tx.update_location(new_location)
+            # Update schema
+            new_schema = assign_fresh_schema_ids(schema_or_type=new_schema, base_schema=table.schema())
+            tx._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
+            tx._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
             # TODO Update partition spec
             # TODO Update sort order
-            if new_properties is not None:
-                tx.set_properties(**new_properties)
+            # Update table properties
+            tx.set_properties(**new_properties)
+            if new_location is not None:
+                tx.update_location(new_location)
             tx._append_requirements(AssertTableUUID(uuid=table.metadata.table_uuid))
         return table
 
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index 96ae9a0d0..d8d45fc8b 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1213,20 +1213,21 @@ def build_position_accessors(schema_or_type: Union[Schema, IcebergType]) -> Dict
     return visit(schema_or_type, _BuildPositionAccessors())
 
 
-def assign_fresh_schema_ids(schema_or_type: Union[Schema, IcebergType], base_schema: Schema = None, next_id: Optional[Callable[[], int]] = None) -> Schema:
-    """Traverses the schema and assigns IDs from the base_schema, or the next_id function."""
+def assign_fresh_schema_ids(
+    schema_or_type: Union[Schema, IcebergType], base_schema: Optional[Schema] = None, next_id: Optional[Callable[[], int]] = None
+) -> Schema:
+    """Traverse the schema and assign IDs from the base_schema, or the next_id function."""
     return pre_order_visit(schema_or_type, _SetFreshIDs(base_schema=base_schema, next_id_func=next_id))
 
 
 class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
-    """Assigns IDs from the base_schema, or generates fresh IDs from either the next_id function 
-    or monotonically increasing IDs starting from schema's hightst level ID.
-    """
+    """Assign IDs from the base_schema, or generate fresh IDs from either the next_id function or monotonically increasing IDs starting from schema's highest ID."""
+
     name_to_id: Dict[str, int]
 
     def __init__(self, base_schema: Optional[Schema] = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
         self.name_to_id = {}
-        self.base_schema: Schema = base_schema
+        self.base_schema = base_schema
         counter = itertools.count(1 + (base_schema.highest_field_id if base_schema is not None else 0))
         self.next_id_func = next_id_func if next_id_func is not None else lambda: next(counter)
 
@@ -1235,13 +1236,13 @@ def _generate_id(self, field_name: Optional[str] = None) -> int:
         if self.base_schema is not None and field_name is not None:
             try:
                 field = self.base_schema.find_field(field_name)
-            except ValueError as e:
+            except ValueError:
                 pass  # field not found, generate new ID below
-        
+
         new_id = field.field_id if field is not None else self.next_id_func()
         if field_name is not None:
             self.name_to_id[field_name] = new_id
-        return new_id        
+        return new_id
 
     def schema(self, schema: Schema, struct_result: Callable[[], StructType]) -> Schema:
         return Schema(

From aa346372b573558cc27bef74794b6e915b43fbe0 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Tue, 20 Feb 2024 22:36:36 -0500
Subject: [PATCH 13/16] Remove poetry.lock from PR

---
 poetry.lock | 993 ++++++++++++++++++++++++++--------------------------
 1 file changed, 493 insertions(+), 500 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f5cf2ef8a..6cd3829a7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -46,87 +46,87 @@ boto3 = ["boto3 (>=1.33.2,<1.34.35)"]
 
 [[package]]
 name = "aiohttp"
-version = "3.9.3"
+version = "3.9.2"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:939677b61f9d72a4fa2a042a5eee2a99a24001a67c13da113b2e30396567db54"},
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1f5cd333fcf7590a18334c90f8c9147c837a6ec8a178e88d90a9b96ea03194cc"},
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:82e6aa28dd46374f72093eda8bcd142f7771ee1eb9d1e223ff0fa7177a96b4a5"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f56455b0c2c7cc3b0c584815264461d07b177f903a04481dfc33e08a89f0c26b"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bca77a198bb6e69795ef2f09a5f4c12758487f83f33d63acde5f0d4919815768"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e083c285857b78ee21a96ba1eb1b5339733c3563f72980728ca2b08b53826ca5"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab40e6251c3873d86ea9b30a1ac6d7478c09277b32e14745d0d3c6e76e3c7e29"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:df822ee7feaaeffb99c1a9e5e608800bd8eda6e5f18f5cfb0dc7eeb2eaa6bbec"},
-    {file = "aiohttp-3.9.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:acef0899fea7492145d2bbaaaec7b345c87753168589cc7faf0afec9afe9b747"},
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 [package.dependencies]
@@ -214,13 +214,13 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.85.0"
+version = "1.83.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = ">=3.8, <=4.0, !=4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -249,13 +249,13 @@ wrapt = "*"
 
 [[package]]
 name = "azure-core"
-version = "1.30.0"
+version = "1.29.7"
 description = "Microsoft Azure Core Library for Python"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -408,13 +408,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -494,17 +494,17 @@ files = [
 
 [[package]]
 name = "cfn-lint"
-version = "0.85.2"
+version = "0.84.0"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.8, <=4.0, !=4.0"
 files = [
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 [package.dependencies]
-aws-sam-translator = ">=1.84.0"
+aws-sam-translator = ">=1.83.0"
 jschema-to-python = ">=1.2.3,<1.3.0"
 jsonpatch = "*"
 jsonschema = ">=3.0,<5"
@@ -641,63 +641,63 @@ files = [
 
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+version = "7.4.2"
 description = "Code coverage measurement for Python"
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 python-versions = ">=3.8"
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 [[package]]
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 [[package]]
 name = "flask"
-version = "3.0.2"
+version = "3.0.1"
 description = "A simple framework for building complex web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -1173,17 +1201,17 @@ gcsfuse = ["fusepy"]
 
 [[package]]
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+version = "0.2.16"
 description = "Distributed Dataframes for Multimodal Data"
 optional = true
 python-versions = ">=3.7"
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 [package.dependencies]
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 [[package]]
 name = "google-api-core"
-version = "2.17.1"
+version = "2.15.0"
 description = "Google API client core library"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1227,13 +1255,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.28.0"
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 description = "Google Authentication Library"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1505,13 +1533,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "identify"
-version = "2.5.34"
+version = "2.5.33"
 description = "File identification library for Python"
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 python-versions = ">=3.8"
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 [package.extras]
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 [[package]]
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 python-versions = ">=3.7"
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 version = "3.2.2"
@@ -2479,8 +2446,8 @@ files = [
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 numpy = [
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
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+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
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 python-versions = ">=3.8"
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 name = "pluggy"
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 python-versions = ">=3.8"
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 [package.extras]
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 [[package]]
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 description = ""
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 python-versions = ">=3.8"
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 [[package]]
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 description = "World timezone definitions, modern and historical"
 optional = true
 python-versions = "*"
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 [[package]]
@@ -3335,13 +3302,13 @@ tune = ["fsspec", "pandas", "pyarrow (>=6.0.1)", "requests", "tensorboardX (>=1.
 
 [[package]]
 name = "referencing"
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+version = "0.32.1"
 description = "JSON Referencing + Python"
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -3510,13 +3477,13 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
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-version = "0.25.0"
+version = "0.24.1"
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 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -3562,110 +3529,110 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -3736,18 +3703,18 @@ pbr = "*"
 
 [[package]]
 name = "setuptools"
-version = "69.1.0"
+version = "69.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.1.0-py3-none-any.whl", hash = "sha256:c054629b81b946d63a9c6e732bc8b2513a7c3ea645f11d0139a2191d735c60c6"},
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+    {file = "setuptools-69.0.3-py3-none-any.whl", hash = "sha256:385eb4edd9c9d5c17540511303e39a147ce2fc04bc55289c322b9e5904fe2c05"},
+    {file = "setuptools-69.0.3.tar.gz", hash = "sha256:be1af57fc409f93647f2e8e4573a142ed38724b8cdd389706a867bb4efcf1e78"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -3781,36 +3748,48 @@ python-versions = ">=3.7"
 files = [
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+    {file = "SQLAlchemy-2.0.27-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:2f5c9dfb0b9ab5e3a8a00249534bdd838d943ec4cfb9abe176a6c33408430230"},
     {file = "SQLAlchemy-2.0.27-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:33e8bde8fff203de50399b9039c4e14e42d4d227759155c21f8da4a47fc8053c"},
     {file = "SQLAlchemy-2.0.27-cp39-cp39-win32.whl", hash = "sha256:d873c21b356bfaf1589b89090a4011e6532582b3a8ea568a00e0c3aab09399dd"},
     {file = "SQLAlchemy-2.0.27-cp39-cp39-win_amd64.whl", hash = "sha256:ff2f1b7c963961d41403b650842dc2039175b906ab2093635d8319bef0b7d620"},
@@ -3875,6 +3854,20 @@ files = [
 [package.dependencies]
 mpmath = ">=0.19"
 
+[[package]]
+name = "tenacity"
+version = "8.2.3"
+description = "Retry code until it succeeds"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
+    {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
+]
+
+[package.extras]
+doc = ["reno", "sphinx", "tornado (>=4.5)"]
+
 [[package]]
 name = "thrift"
 version = "0.16.0"
@@ -3906,13 +3899,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
-    {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
+    {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
+    {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
 ]
 
 [package.dependencies]
@@ -3937,13 +3930,13 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2023.4"
 description = "Provider of IANA time zone data"
 optional = true
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+    {file = "tzdata-2023.4-py2.py3-none-any.whl", hash = "sha256:aa3ace4329eeacda5b7beb7ea08ece826c28d761cda36e747cfbf97996d39bf3"},
+    {file = "tzdata-2023.4.tar.gz", hash = "sha256:dd54c94f294765522c77399649b4fefd95522479a664a0cec87f41bebc6148c9"},
 ]
 
 [[package]]
@@ -4305,4 +4298,4 @@ zstandard = ["zstandard"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8"
-content-hash = "0a531611ad417be25c145f961e4d808b01a977dd323510e2fcccc262191b7caf"
+content-hash = "5553acdf7ad32ec9dbc74523b9f7ff241907b0d8129a40e3052750c3182e7539"

From 6b33671e2afa5ce2b344d0724b71d8ce66454a4a Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Tue, 20 Feb 2024 22:52:10 -0500
Subject: [PATCH 14/16] Add more functionality and test

---
 mkdocs/docs/api.md            |  28 ++++++++
 pyiceberg/catalog/__init__.py |   3 +-
 pyiceberg/schema.py           |  25 +++++--
 tests/catalog/test_base.py    | 119 ++++++++++++++++++++++++----------
 4 files changed, 134 insertions(+), 41 deletions(-)

diff --git a/mkdocs/docs/api.md b/mkdocs/docs/api.md
index 53801922f..f45d39c3d 100644
--- a/mkdocs/docs/api.md
+++ b/mkdocs/docs/api.md
@@ -165,6 +165,34 @@ catalog.create_table(
 )
 ```
 
+To create or replace a table if it already exists:
+
+```python
+from pyiceberg.catalog import load_catalog
+from pyiceberg.schema import Schema
+from pyiceberg.types import (
+    DoubleType,
+    StringType,
+    NestedField,
+)
+
+catalog = load_catalog("default")
+
+schema = Schema(
+    NestedField(1, "city", StringType(), required=False),
+    NestedField(2, "lat", DoubleType(), required=False),
+    NestedField(3, "long", DoubleType(), required=False),
+)
+
+tbl = catalog.create_or_replace_table(
+    identifier="docs_example.bids",
+    schema=schema,
+    location="s3://pyiceberg",
+)
+```
+
+If the table with the specified identifier already exist then the table metadata will be updated with the provided parameters (schema, location, etc.).
+
 ## Load a table
 
 ### Catalog table
diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index 32c9be475..f26b147d5 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -739,10 +739,9 @@ def _replace_table(
             new_schema = assign_fresh_schema_ids(schema_or_type=new_schema, base_schema=table.schema())
             tx._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
             tx._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
-            # TODO Update partition spec
-            # TODO Update sort order
             # Update table properties
             tx.set_properties(**new_properties)
+            # Update table location
             if new_location is not None:
                 tx.update_location(new_location)
             tx._append_requirements(AssertTableUUID(uuid=table.metadata.table_uuid))
diff --git a/pyiceberg/schema.py b/pyiceberg/schema.py
index d8d45fc8b..d28369b9f 100644
--- a/pyiceberg/schema.py
+++ b/pyiceberg/schema.py
@@ -1217,7 +1217,10 @@ def assign_fresh_schema_ids(
     schema_or_type: Union[Schema, IcebergType], base_schema: Optional[Schema] = None, next_id: Optional[Callable[[], int]] = None
 ) -> Schema:
     """Traverse the schema and assign IDs from the base_schema, or the next_id function."""
-    return pre_order_visit(schema_or_type, _SetFreshIDs(base_schema=base_schema, next_id_func=next_id))
+    visiting_schema = schema_or_type if isinstance(schema_or_type, Schema) else None
+    return pre_order_visit(
+        schema_or_type, _SetFreshIDs(visiting_schema=visiting_schema, base_schema=base_schema, next_id_func=next_id)
+    )
 
 
 class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
@@ -1225,8 +1228,14 @@ class _SetFreshIDs(PreOrderSchemaVisitor[IcebergType]):
 
     name_to_id: Dict[str, int]
 
-    def __init__(self, base_schema: Optional[Schema] = None, next_id_func: Optional[Callable[[], int]] = None) -> None:
+    def __init__(
+        self,
+        visiting_schema: Optional[Schema] = None,
+        base_schema: Optional[Schema] = None,
+        next_id_func: Optional[Callable[[], int]] = None,
+    ) -> None:
         self.name_to_id = {}
+        self.visiting_schema = visiting_schema
         self.base_schema = base_schema
         counter = itertools.count(1 + (base_schema.highest_field_id if base_schema is not None else 0))
         self.next_id_func = next_id_func if next_id_func is not None else lambda: next(counter)
@@ -1244,14 +1253,18 @@ def _generate_id(self, field_name: Optional[str] = None) -> int:
             self.name_to_id[field_name] = new_id
         return new_id
 
+    def _name(self, id: int) -> Optional[str]:
+        return self.visiting_schema.find_column_name(id) if self.visiting_schema is not None else None
+
     def schema(self, schema: Schema, struct_result: Callable[[], StructType]) -> Schema:
         return Schema(
             *struct_result().fields,
             identifier_field_ids=[self.name_to_id[field_name] for field_name in schema.identifier_field_names()],
+            schema_id=self.base_schema.schema_id + 1 if self.base_schema is not None else INITIAL_SCHEMA_ID,
         )
 
     def struct(self, struct: StructType, field_results: List[Callable[[], IcebergType]]) -> StructType:
-        new_ids = [self._generate_id(field.name) for field in struct.fields]
+        new_ids = [self._generate_id(self._name(field.field_id)) for field in struct.fields]
         new_fields = []
         for field_id, field, field_type in zip(new_ids, struct.fields, field_results):
             new_fields.append(
@@ -1269,7 +1282,7 @@ def field(self, field: NestedField, field_result: Callable[[], IcebergType]) ->
         return field_result()
 
     def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -> ListType:
-        element_id = self._generate_id(list_type.element_field.name)
+        element_id = self._generate_id(self._name(list_type.element_id))
         return ListType(
             element_id=element_id,
             element=element_result(),
@@ -1277,8 +1290,8 @@ def list(self, list_type: ListType, element_result: Callable[[], IcebergType]) -
         )
 
     def map(self, map_type: MapType, key_result: Callable[[], IcebergType], value_result: Callable[[], IcebergType]) -> MapType:
-        key_id = self._generate_id(map_type.key_field.name)
-        value_id = self._generate_id(map_type.value_field.name)
+        key_id = self._generate_id(self._name(map_type.key_id))
+        value_id = self._generate_id(self._name(map_type.value_id))
         return MapType(
             key_id=key_id,
             key_type=key_result(),
diff --git a/tests/catalog/test_base.py b/tests/catalog/test_base.py
index d15c90fee..c9560ef45 100644
--- a/tests/catalog/test_base.py
+++ b/tests/catalog/test_base.py
@@ -52,12 +52,13 @@
     SetCurrentSchemaUpdate,
     Table,
     TableIdentifier,
+    update_table_metadata,
 )
-from pyiceberg.table.metadata import TableMetadata, TableMetadataV1, new_table_metadata
+from pyiceberg.table.metadata import TableMetadataV1
 from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortOrder
 from pyiceberg.transforms import IdentityTransform
 from pyiceberg.typedef import EMPTY_DICT
-from pyiceberg.types import IntegerType, LongType, NestedField
+from pyiceberg.types import BooleanType, FloatType, IntegerType, ListType, LongType, MapType, NestedField, StringType, StructType
 
 
 class InMemoryCatalog(Catalog):
@@ -99,6 +100,7 @@ def create_table(
                 "last-updated-ms": 1602638573874,
                 "last-column-id": schema.highest_field_id,
                 "schema": schema.model_dump(),
+                "current_schema_id": schema.schema_id,
                 "partition-spec": partition_spec.model_dump()["fields"],
                 "properties": properties,
                 "current-snapshot-id": -1,
@@ -118,36 +120,12 @@ def register_table(self, identifier: Union[str, Identifier], metadata_location:
         raise NotImplementedError
 
     def _commit_table(self, table_request: CommitTableRequest) -> CommitTableResponse:
-        new_metadata: Optional[TableMetadata] = None
-        metadata_location = ""
-        for update in table_request.updates:
-            if isinstance(update, AddSchemaUpdate):
-                add_schema_update: AddSchemaUpdate = update
-                identifier = tuple(table_request.identifier.namespace.root) + (table_request.identifier.name,)
-                table = self.__tables[identifier]
-                new_metadata = new_table_metadata(
-                    add_schema_update.schema_,
-                    table.metadata.partition_specs[0],
-                    table.sort_order(),
-                    table.location(),
-                    table.properties,
-                    table.metadata.table_uuid,
-                )
-
-                table = Table(
-                    identifier=identifier,
-                    metadata=new_metadata,
-                    metadata_location=f's3://warehouse/{"/".join(identifier)}/metadata/metadata.json',
-                    io=load_file_io(),
-                    catalog=self,
-                )
-
-                self.__tables[identifier] = table
-                metadata_location = f's3://warehouse/{"/".join(identifier)}/metadata/metadata.json'
-
+        identifier = tuple(table_request.identifier.namespace.root) + (table_request.identifier.name,)
+        table = self.__tables[identifier]
+        table.metadata = update_table_metadata(base_metadata=table.metadata, updates=table_request.updates)
         return CommitTableResponse(
-            metadata=new_metadata.model_dump() if new_metadata else {},
-            metadata_location=metadata_location if metadata_location else "",
+            metadata=table.metadata.model_dump(),
+            metadata_location=table.location(),
         )
 
     def load_table(self, identifier: Union[str, Identifier]) -> Table:
@@ -617,8 +595,9 @@ def test_commit_table(catalog: InMemoryCatalog) -> None:
 
     # Then
     assert response.metadata.table_uuid == given_table.metadata.table_uuid
-    assert len(response.metadata.schemas) == 1
-    assert response.metadata.schemas[0] == new_schema
+    assert len(response.metadata.schemas) == 2
+    assert response.metadata.schemas[1] == new_schema
+    assert response.metadata.current_schema_id == new_schema.schema_id
 
 
 def test_add_column(catalog: InMemoryCatalog) -> None:
@@ -682,3 +661,77 @@ def test_add_column_with_statement(catalog: InMemoryCatalog) -> None:
 def test_catalog_repr(catalog: InMemoryCatalog) -> None:
     s = repr(catalog)
     assert s == "test.in.memory.catalog (<class 'test_base.InMemoryCatalog'>)"
+
+
+def test_catalog_create_or_replace_table(catalog: InMemoryCatalog, table_schema_nested: Schema) -> None:
+    # Given
+    table = catalog.create_table(
+        identifier=TEST_TABLE_IDENTIFIER,
+        schema=table_schema_nested,
+        location=TEST_TABLE_LOCATION,
+        partition_spec=PartitionSpec(PartitionField(name="foo", transform=IdentityTransform(), source_id=1, field_id=1000)),
+        properties=TEST_TABLE_PROPERTIES,
+    )
+    highest_field_id = table_schema_nested.highest_field_id
+    # new schema with all IntergerType changed to LongType, added new field 'another_person'
+    new_schema = Schema(
+        NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
+        NestedField(field_id=2, name="bar", field_type=LongType(), required=True),
+        NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
+        NestedField(
+            field_id=4,
+            name="qux",
+            field_type=ListType(element_id=5, element_type=StringType(), element_required=True),
+            required=True,
+        ),
+        NestedField(
+            field_id=6,
+            name="quux",
+            field_type=MapType(
+                key_id=7,
+                key_type=StringType(),
+                value_id=8,
+                value_type=MapType(key_id=9, key_type=StringType(), value_id=10, value_type=LongType(), value_required=True),
+                value_required=True,
+            ),
+            required=True,
+        ),
+        NestedField(
+            field_id=11,
+            name="location",
+            field_type=ListType(
+                element_id=12,
+                element_type=StructType(
+                    NestedField(field_id=13, name="latitude", field_type=FloatType(), required=False),
+                    NestedField(field_id=14, name="longitude", field_type=FloatType(), required=False),
+                ),
+                element_required=True,
+            ),
+            required=True,
+        ),
+        NestedField(
+            field_id=highest_field_id + 1,
+            name="another_person",
+            field_type=StructType(
+                NestedField(field_id=highest_field_id + 2, name="name", field_type=StringType(), required=False),
+                NestedField(field_id=highest_field_id + 3, name="age", field_type=LongType(), required=True),
+            ),
+            required=False,
+        ),
+        schema_id=table_schema_nested.schema_id + 1,
+        identifier_field_ids=[2],
+    )
+
+    # When
+    new_table = catalog.create_or_replace_table(
+        identifier=table.identifier,
+        schema=new_schema,
+        partition_spec=table.spec(),
+        sort_order=table.sort_order(),
+        properties=table.properties,
+    )
+    # Then
+    assert new_table.schema() == new_schema
+    assert new_table.spec() == table.spec()
+    assert new_table.sort_order() == table.sort_order()
+    assert new_table.properties == table.properties

From 8d25dda0d8d44b41bd4a47086cee1aab1a574a54 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Wed, 21 Feb 2024 14:26:08 +0000
Subject: [PATCH 15/16] Add TODO note for sort order update

---
 pyiceberg/catalog/__init__.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index 483670059..69e1c47d4 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -767,6 +767,10 @@ def _replace_table(
             new_schema = assign_fresh_schema_ids(schema_or_type=new_schema, base_schema=table.schema())
             tx._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
             tx._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
+            # TODO Update sort order
+            # new_sort_order = assign_fresh_sort_order_ids(sort_order=new_sort_order, old_schema=base_schema, fresh_schema=new_schema, sort_order_id=table.sort_order().order_id + 1)
+            # tx._append_updates(AddSortOrderUpdate(sort_order=new_sort_order))
+            # tx._append_updates(SetDefaultSortOrderUpdate(sort_order_id=-1))
             # Update table properties
             tx.set_properties(**new_properties)
             # Update table location

From 9eea5384bbef5162c1961498a08a68e5a0abce78 Mon Sep 17 00:00:00 2001
From: Anupam Saini <4581797+anupam-saini@users.noreply.github.com>
Date: Thu, 29 Feb 2024 22:04:17 -0500
Subject: [PATCH 16/16] Add partition spec and sort order update

---
 pyiceberg/catalog/__init__.py | 44 ++++++++++++++------
 pyiceberg/partitioning.py     |  6 ++-
 tests/catalog/test_base.py    | 76 +++++++++++------------------------
 3 files changed, 58 insertions(+), 68 deletions(-)

diff --git a/pyiceberg/catalog/__init__.py b/pyiceberg/catalog/__init__.py
index f4361fb5d..3f3242624 100644
--- a/pyiceberg/catalog/__init__.py
+++ b/pyiceberg/catalog/__init__.py
@@ -39,19 +39,25 @@
 from pyiceberg.exceptions import NoSuchNamespaceError, NoSuchTableError, NotInstalledError, TableAlreadyExistsError
 from pyiceberg.io import FileIO, load_file_io
 from pyiceberg.manifest import ManifestFile
-from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec
+from pyiceberg.partitioning import UNPARTITIONED_PARTITION_SPEC, PartitionSpec, assign_fresh_partition_spec_ids
 from pyiceberg.schema import Schema, assign_fresh_schema_ids
 from pyiceberg.serializers import ToOutputFile
 from pyiceberg.table import (
+    AddPartitionSpecUpdate,
     AddSchemaUpdate,
+    AddSortOrderUpdate,
     AssertTableUUID,
     CommitTableRequest,
     CommitTableResponse,
     SetCurrentSchemaUpdate,
+    SetDefaultSortOrderUpdate,
+    SetDefaultSpecUpdate,
     Table,
     TableMetadata,
+    TableRequirement,
+    TableUpdate,
 )
-from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortOrder
+from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortOrder, assign_fresh_sort_order_ids
 from pyiceberg.typedef import (
     EMPTY_DICT,
     Identifier,
@@ -765,20 +771,32 @@ def _replace_table(
     ) -> Table:
         table = self.load_table(identifier)
         with table.transaction() as tx:
-            # Update schema
-            new_schema = assign_fresh_schema_ids(schema_or_type=new_schema, base_schema=table.schema())
-            tx._append_updates(AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id))
-            tx._append_updates(SetCurrentSchemaUpdate(schema_id=-1))
-            # TODO Update sort order
-            # new_sort_order = assign_fresh_sort_order_ids(sort_order=new_sort_order, old_schema=base_schema, fresh_schema=new_schema, sort_order_id=table.sort_order().order_id + 1)
-            # tx._append_updates(AddSortOrderUpdate(sort_order=new_sort_order))
-            # tx._append_updates(SetDefaultSortOrderUpdate(sort_order_id=-1))
-            # Update table properties
+            base_schema = table.schema()
+            new_schema = assign_fresh_schema_ids(schema_or_type=new_schema, base_schema=base_schema)
+            new_sort_order = assign_fresh_sort_order_ids(
+                sort_order=new_sort_order,
+                old_schema=base_schema,
+                fresh_schema=new_schema,
+                sort_order_id=table.sort_order().order_id + 1,
+            )
+            new_partition_spec = assign_fresh_partition_spec_ids(
+                spec=new_partition_spec, old_schema=base_schema, fresh_schema=new_schema, spec_id=table.spec().spec_id + 1
+            )
+
+            requirements: Tuple[TableRequirement, ...] = (AssertTableUUID(uuid=table.metadata.table_uuid),)
+            updates: Tuple[TableUpdate, ...] = (
+                AddSchemaUpdate(schema=new_schema, last_column_id=new_schema.highest_field_id),
+                SetCurrentSchemaUpdate(schema_id=-1),
+                AddSortOrderUpdate(sort_order=new_sort_order),
+                SetDefaultSortOrderUpdate(sort_order_id=-1),
+                AddPartitionSpecUpdate(spec=new_partition_spec),
+                SetDefaultSpecUpdate(spec_id=-1),
+            )
+            tx._apply(updates, requirements)
+
             tx.set_properties(**new_properties)
-            # Update table location
             if new_location is not None:
                 tx.update_location(new_location)
-            tx._append_requirements(AssertTableUUID(uuid=table.metadata.table_uuid))
         return table
 
     def __repr__(self) -> str:
diff --git a/pyiceberg/partitioning.py b/pyiceberg/partitioning.py
index cd5a957b2..aac5a51ff 100644
--- a/pyiceberg/partitioning.py
+++ b/pyiceberg/partitioning.py
@@ -203,7 +203,9 @@ def partition_type(self, schema: Schema) -> StructType:
 UNPARTITIONED_PARTITION_SPEC = PartitionSpec(spec_id=0)
 
 
-def assign_fresh_partition_spec_ids(spec: PartitionSpec, old_schema: Schema, fresh_schema: Schema) -> PartitionSpec:
+def assign_fresh_partition_spec_ids(
+    spec: PartitionSpec, old_schema: Schema, fresh_schema: Schema, spec_id: int = INITIAL_PARTITION_SPEC_ID
+) -> PartitionSpec:
     partition_fields = []
     for pos, field in enumerate(spec.fields):
         original_column_name = old_schema.find_column_name(field.source_id)
@@ -220,7 +222,7 @@ def assign_fresh_partition_spec_ids(spec: PartitionSpec, old_schema: Schema, fre
                 transform=field.transform,
             )
         )
-    return PartitionSpec(*partition_fields, spec_id=INITIAL_PARTITION_SPEC_ID)
+    return PartitionSpec(*partition_fields, spec_id=spec_id)
 
 
 T = TypeVar("T")
diff --git a/tests/catalog/test_base.py b/tests/catalog/test_base.py
index 0faaf0e43..12f74d6e3 100644
--- a/tests/catalog/test_base.py
+++ b/tests/catalog/test_base.py
@@ -52,13 +52,14 @@
     SetCurrentSchemaUpdate,
     Table,
     TableIdentifier,
+    UpdateSchema,
     update_table_metadata,
 )
 from pyiceberg.table.metadata import TableMetadataV1
-from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortOrder
-from pyiceberg.transforms import IdentityTransform
+from pyiceberg.table.sorting import UNSORTED_SORT_ORDER, SortField, SortOrder
+from pyiceberg.transforms import IdentityTransform, TruncateTransform
 from pyiceberg.typedef import EMPTY_DICT
-from pyiceberg.types import BooleanType, FloatType, IntegerType, ListType, LongType, MapType, NestedField, StringType, StructType
+from pyiceberg.types import IntegerType, LongType, NestedField, StringType, StructType
 
 
 class InMemoryCatalog(Catalog):
@@ -674,65 +675,34 @@ def test_catalog_create_or_replace_table(catalog: InMemoryCatalog, table_schema_
         properties=TEST_TABLE_PROPERTIES,
     )
     highest_field_id = table_schema_nested.highest_field_id
-    # new schema with all IntergerType changed to LongType, added new field 'another_person'
-    new_schema = Schema(
-        NestedField(field_id=1, name="foo", field_type=StringType(), required=False),
-        NestedField(field_id=2, name="bar", field_type=LongType(), required=True),
-        NestedField(field_id=3, name="baz", field_type=BooleanType(), required=False),
-        NestedField(
-            field_id=4,
-            name="qux",
-            field_type=ListType(element_id=5, element_type=StringType(), element_required=True),
-            required=True,
-        ),
-        NestedField(
-            field_id=6,
-            name="quux",
-            field_type=MapType(
-                key_id=7,
-                key_type=StringType(),
-                value_id=8,
-                value_type=MapType(key_id=9, key_type=StringType(), value_id=10, value_type=LongType(), value_required=True),
-                value_required=True,
-            ),
-            required=True,
-        ),
-        NestedField(
-            field_id=11,
-            name="location",
-            field_type=ListType(
-                element_id=12,
-                element_type=StructType(
-                    NestedField(field_id=13, name="latitude", field_type=FloatType(), required=False),
-                    NestedField(field_id=14, name="longitude", field_type=FloatType(), required=False),
-                ),
-                element_required=True,
-            ),
-            required=True,
-        ),
-        NestedField(
-            field_id=highest_field_id + 1,
-            name="another_person",
+    new_schema = (
+        UpdateSchema(transaction=None, schema=table_schema_nested)  # type: ignore
+        .update_column("bar", LongType())
+        .add_column(
+            "another_person",
             field_type=StructType(
                 NestedField(field_id=highest_field_id + 2, name="name", field_type=StringType(), required=False),
                 NestedField(field_id=highest_field_id + 3, name="age", field_type=LongType(), required=True),
             ),
-            required=False,
-        ),
-        schema_id=table_schema_nested.schema_id + 1,
-        identifier_field_ids=[2],
+        )
+        ._apply()
     )
-
+    new_sort_order = SortOrder(SortField(source_id=2, transform=IdentityTransform()))
+    new_spec = PartitionSpec(
+        PartitionField(source_id=1, field_id=1000, transform=TruncateTransform(width=3), name="id"), spec_id=1
+    )
+    new_properties = TEST_TABLE_PROPERTIES
+    new_properties["key3"] = "value3"
     # When
     new_table = catalog.create_or_replace_table(
         identifier=table.identifier,
         schema=new_schema,
-        partition_spec=table.spec(),
-        sort_order=table.sort_order(),
-        properties=table.properties,
+        partition_spec=new_spec,
+        sort_order=new_sort_order,
+        properties=new_properties,
     )
     # Then
     assert new_table.schema() == new_schema
-    assert new_table.spec() == table.spec()
-    assert new_table.sort_order() == table.sort_order()
-    assert new_table.properties == table.properties
+    assert new_table.spec() == new_spec
+    assert new_table.sort_order() == new_sort_order
+    assert new_table.properties == new_properties