schema id -> feature schema id

Author: Matt Sokoloff

examples/annotation_types/basics.ipynb

@@ -397,7 +397,7 @@
     "1. Value\n",
     "    - Must be either a Geometry, TextEntity, or Classification\n",
     "    - This is the same as a top level tool in labelbox\n",
-    "2. name or schema_id\n",
+    "2. name or feature_schema_id\n",
     "    - This is the id that corresponds to a particular class or just simply the class name\n",
     "    - If uploading to labelbox this must match a field in an ontology.\n",
     "3. (Optional) Classifications \n",
@@ -437,7 +437,7 @@
     "\n",
     "point_annotation = ObjectAnnotation(\n",
     "    value = Point(x = 5, y = 3),\n",
-    "    schema_id = \"ckrgcgl89000108jtggc9e687\"\n",
+    "    feature_schema_id = \"ckrgcgl89000108jtggc9e687\"\n",
     ")"
    ]
   },
@@ -471,7 +471,7 @@
     "\n",
     "polygon_annotation = ObjectAnnotation(\n",
     "        value = Polygon(points = [Point(x = x, y = y) for x,y in xy_poly]),\n",
-    "            schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
+    "            feature_schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
     ")\n",
     "\n"
    ]
@@ -500,7 +500,7 @@
     "\n",
     "line_annotation = ObjectAnnotation(\n",
     "        value = Line(points = [Point(x = x, y = y) for x,y in xy_line]),\n",
-    "            schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
+    "            feature_schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
     ")"
    ]
   },
@@ -529,7 +529,7 @@
     "\n",
     "rectangle_annotation = ObjectAnnotation(\n",
     "        value = Rectangle(start = start, end = end),\n",
-    "            schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
+    "            feature_schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
     ")"
    ]
   },
@@ -557,7 +557,7 @@
     "\n",
     "mask_annotation = ObjectAnnotation(\n",
     "        value = Mask(mask =  ImageData(arr = np.zeros((32,32,3), dtype = np.uint8)), color = (255,255,255)),\n",
-    "            schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
+    "            feature_schema_id = \"ckrgcel71000008jtd9mn0szu\"\n",
     ")"
    ]
   },
@@ -639,7 +639,7 @@
     "\n",
     "entity_annotation = ObjectAnnotation(\n",
     "        value = TextEntity(start  = 10, end = 12),\n",
-    "            schema_id = \"ckrgddyli000108mk0c0t9qya\"\n",
+    "            feature_schema_id = \"ckrgddyli000108mk0c0t9qya\"\n",
     ")"
    ]
   },
@@ -844,7 +844,7 @@
     ")\n",
     "\n",
     "text_annotation = ClassificationAnnotation(\n",
-    "    schema_id = \"my text class\", \n",
+    "    feature_schema_id = \"my text class\", \n",
     "    value = Text(answer = \"some text answer\")                               \n",
     ")"
    ]
@@ -871,8 +871,8 @@
     "\n",
     "\n",
     "radio_annotation = ClassificationAnnotation(\n",
-    "    schema_id = \"ckresqdg7000001jnb70v4zcc\",\n",
-    "    value = Radio(answer = ClassificationAnswer(schema_id = \"ckrdy06ia000007ky94h04qlj\")) \n",
+    "    feature_schema_id = \"ckresqdg7000001jnb70v4zcc\",\n",
+    "    value = Radio(answer = ClassificationAnswer(feature_schema_id = \"ckrdy06ia000007ky94h04qlj\")) \n",
     ")"
    ]
   },
@@ -893,8 +893,8 @@
    "source": [
     "\n",
     "checklist_annotation = ClassificationAnnotation(\n",
-    "    schema_id = \"ckrestd5g000101jnhudjf29a\",\n",
-    "    value = Checklist(answer = [ClassificationAnswer(schema_id = \"ckrdy06ia000007ky94h04qlj\")])\n",
+    "    feature_schema_id = \"ckrestd5g000101jnhudjf29a\",\n",
+    "    value = Checklist(answer = [ClassificationAnswer(feature_schema_id = \"ckrdy06ia000007ky94h04qlj\")])\n",
     ")\n",
     "                                \n",
     "checklist_annotation = ClassificationAnnotation(\n",
@@ -967,7 +967,7 @@
    "source": [
     "### Interacting with labelbox:\n",
     "* For this label to be compatible with labelbox we need the following:\n",
-    "    - all named features must have schema_ids\n",
+    "    - all named features must have feature_schema_ids\n",
     "    - all data must have urls\n",
     "        - masks\n",
     "        - images\n",
@@ -1170,7 +1170,7 @@
    "metadata": {},
    "source": [
     "### Assigning Schema Ids:\n",
-    "* All tools, classifications, and options either have names or schema_ids.\n",
+    "* All tools, classifications, and options either have names or feature_schema_ids.\n",
     "* Locally it is convenient to provide a name so that we don't need a labelbox project to use these interfaces.\n",
     "* To use MAL and MEA schema ids are required"
    ]
@@ -1220,18 +1220,18 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "def show_schema_ids(label):\n",
+    "def show_feature_schema_ids(label):\n",
     "    for annotation in label.annotations:\n",
-    "        print(f\"Object : {annotation.name} - {annotation.schema_id}\")\n",
+    "        print(f\"Object : {annotation.name} - {annotation.feature_schema_id}\")\n",
     "        for classification in getattr(annotation, 'classifications', []):\n",
-    "            print(f\"--- Subclass : {classification.name} - {classification.schema_id}\")\n",
+    "            print(f\"--- Subclass : {classification.name} - {classification.feature_schema_id}\")\n",
     "            option = classification.value\n",
-    "            print(f\"--- --- Options: {option.answer.name} - {option.answer.schema_id}\")\n",
+    "            print(f\"--- --- Options: {option.answer.name} - {option.answer.feature_schema_id}\")\n",
     "\n",
     "        if isinstance(annotation, ClassificationAnnotation):\n",
     "            for option in annotation.value.answer:\n",
-    "                print(f\"--- Options: {option.name} - {option.schema_id}\")\n",
-    "show_schema_ids(label)"
+    "                print(f\"--- Options: {option.name} - {option.feature_schema_id}\")\n",
+    "show_feature_schema_ids(label)"
    ]
   },
   {
@@ -1241,8 +1241,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "label.assign_schema_ids(ontology)\n",
-    "show_schema_ids(label)"
+    "label.assign_feature_schema_ids(ontology)\n",
+    "show_feature_schema_ids(label)"
    ]
   },
   {