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34 changes: 33 additions & 1 deletion python/zvec/model/collection.py
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
# limitations under the License.
from __future__ import annotations

from typing import Optional, Union
from typing import Optional, Union, overload

from _zvec import _Collection

Expand Down Expand Up @@ -230,6 +230,14 @@ def alter_column(
self._schema = CollectionSchema._from_core(self._obj.Schema())

# ========== Collection DDL Methods ==========
@overload
def insert(self, docs: Doc) -> Status:
pass

@overload
def insert(self, docs: list[Doc]) -> list[Status]:
pass

def insert(self, docs: Union[Doc, list[Doc]]) -> Union[Status, list[Status]]:
"""Insert new documents into the collection.
Expand All @@ -249,6 +257,14 @@ def insert(self, docs: Union[Doc, list[Doc]]) -> Union[Status, list[Status]]:
)
return results[0] if is_single else results

@overload
def upsert(self, docs: Doc) -> Status:
pass

@overload
def upsert(self, docs: list[Doc]) -> list[Status]:
pass

def upsert(self, docs: Union[Doc, list[Doc]]) -> Union[Status, list[Status]]:
"""Insert new documents or update existing ones by ID.
Expand All @@ -266,6 +282,14 @@ def upsert(self, docs: Union[Doc, list[Doc]]) -> Union[Status, list[Status]]:
)
return results[0] if is_single else results

@overload
def update(self, docs: Doc) -> Status:
pass

@overload
def update(self, docs: list[Doc]) -> list[Status]:
pass

def update(self, docs: Union[Doc, list[Doc]]) -> Union[Status, list[Status]]:
"""Update existing documents by ID.
Expand All @@ -285,6 +309,14 @@ def update(self, docs: Union[Doc, list[Doc]]) -> Union[Status, list[Status]]:
)
return results[0] if is_single else results

@overload
def delete(self, ids: str) -> Status:
pass

@overload
def delete(self, ids: list[str]) -> list[Status]:
pass

def delete(self, ids: Union[str, list[str]]) -> Union[Status, list[Status]]:
"""Delete documents by ID.
Expand Down