Allow creating empty slices (#434)

CHANGELOG.md

@@ -5,6 +5,18 @@ All notable changes to the [Nucleus Python Client](https://github.com/scaleapi/n
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.17.2](https://github.com/scaleapi/nucleus-python-client/releases/tag/v0.17.2) - 2024-02-28
+
+### Modified
+- In `Dataset.create_slice`, the `reference_ids` parameter is now optional. If left unspecified, it will create an empty slice
+
+
+## [0.17.1](https://github.com/scaleapi/nucleus-python-client/releases/tag/v0.17.1) - 2024-02-22
+
+### Added
+- Environment variable `NUCLEUS_SKIP_SSL_VERIFY` to skip SSL verification on requests
+
+
 ## [0.17.0](https://github.com/scaleapi/nucleus-python-client/releases/tag/v0.17.0) - 2024-02-06
 
 ### Added

nucleus/constants.py

@@ -13,6 +13,7 @@
 KEYPOINTS_TYPE = "keypoints"
 CATEGORY_TYPE = "category"
 MULTICATEGORY_TYPE = "multicategory"
+ALLOW_EMPTY = "allow_empty"
 ANNOTATION_TYPES = (
     BOX_TYPE,
     LINE_TYPE,

nucleus/dataset.py

@@ -36,6 +36,7 @@
 
 from .annotation import Annotation, check_all_mask_paths_remote
 from .constants import (
+    ALLOW_EMPTY,
     ANNOTATIONS_KEY,
     AUTOTAG_SCORE_THRESHOLD,
     BACKFILL_JOB_KEY,
@@ -937,23 +938,27 @@ def ground_truth_loc(self, reference_id: str, annotation_id: str):
         return Annotation.from_json(response)
 
     def create_slice(
-        self,
-        name: str,
-        reference_ids: List[str],
+        self, name: str, reference_ids: Optional[List[str]] = None
     ) -> Slice:
         """Creates a :class:`Slice` of dataset items within a dataset.
 
         Parameters:
             name: A human-readable name for the slice.
             reference_ids: List of reference IDs of dataset items to add to the slice, cannot exceed 10,000 items.
+                Can be left unspecified, and an empty slice will be created.
 
         Returns:
             :class:`Slice`: The newly constructed slice item.
 
         Raises:
             BadRequest: If length of reference_ids is too large (> 10,000 items)
         """
-        payload = {NAME_KEY: name, REFERENCE_IDS_KEY: reference_ids}
+        payload = {NAME_KEY: name}  # type: Dict[str, Any]
+        if reference_ids:
+            payload[REFERENCE_IDS_KEY] = reference_ids
+        else:
+            payload[ALLOW_EMPTY] = 1
+
         response = self._client.make_request(
             payload, f"dataset/{self.id}/create_slice"
         )

pyproject.toml

@@ -25,7 +25,7 @@ ignore = ["E501", "E741", "E731", "F401"]  # Easy ignore for getting it running
 
 [tool.poetry]
 name = "scale-nucleus"
-version = "0.17.1"
+version = "0.17.2"
 description = "The official Python client library for Nucleus, the Data Platform for AI"
 license =  "MIT"
 authors = ["Scale AI Nucleus Team <nucleusapi@scaleapi.com>"]