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ovalle15ovalle15ezekielemerson
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[ SN-48, SN-47 ] : Adding new notebooks + small updates (#1067)
Co-authored-by: ovalle15 <aovalle@Andreas-MacBook-Pro-2.local> Co-authored-by: Zeke <91079021+ezekielemerson@users.noreply.github.com>
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‎examples/annotation_import/conversational.ipynb‎

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@@ -39,6 +39,7 @@
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"* Classification Checklist \n",
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"* Classification Free Text \n",
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"* NER\n",
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"* Relationships (only supported for MAL imports)\n",
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"\n",
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"**Not** supported annotations\n",
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"\n",
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],
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"cell_type": "markdown"
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},
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{
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"metadata": {},
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"source": [
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"### NDJSON Annotations "
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],
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"cell_type": "markdown"
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},
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{
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"metadata": {},
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"source": [
@@ -302,6 +296,83 @@
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"outputs": [],
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"execution_count": null
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},
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{
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"metadata": {},
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"source": [
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"# ############ global nested classifications ###########\n",
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"# Message based\n",
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"nested_checklist_annotation = lb_types.ClassificationAnnotation(\n",
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" name=\"nested_checklist_question\",\n",
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" message_id=\"10\",\n",
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" value=lb_types.Checklist(\n",
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" answer=[lb_types.ClassificationAnswer(\n",
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" name=\"first_checklist_answer\",\n",
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" classifications=[\n",
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" lb_types.ClassificationAnnotation(\n",
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" name=\"sub_checklist_question\",\n",
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" value=lb_types.Checklist(\n",
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" answer=[lb_types.ClassificationAnswer(\n",
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" name=\"first_sub_checklist_answer\",\n",
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"\n",
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" )]\n",
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" ))\n",
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" ]\n",
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" )]\n",
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" )\n",
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")\n",
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"# Message based\n",
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"nested_checklist_annotation_ndjson = {\n",
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" \"name\": \"nested_checklist_question\",\n",
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" \"messageId\": \"10\",\n",
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" \"answer\": [{\n",
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" \"name\": \"first_checklist_answer\",\n",
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" \"classifications\" : [\n",
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" {\n",
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" \"name\": \"sub_checklist_question\", \n",
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" \"answer\": {\n",
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" \"name\": \"first_sub_checklist_answer\"\n",
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" }\n",
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" } \n",
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" ] \n",
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" }]\n",
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"}\n",
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"# Global\n",
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"nested_radio_annotation = lb_types.ClassificationAnnotation(\n",
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" name=\"nested_radio_question\",\n",
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" value=lb_types.Radio(\n",
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" answer=lb_types.ClassificationAnswer(\n",
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" name=\"first_radio_answer\",\n",
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" classifications=[\n",
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" lb_types.ClassificationAnnotation(\n",
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" name=\"sub_radio_question\",\n",
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" value=lb_types.Radio(\n",
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" answer=lb_types.ClassificationAnswer(\n",
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" name=\"first_sub_radio_answer\"\n",
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" )\n",
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" )\n",
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" )\n",
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" ]\n",
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" )\n",
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" )\n",
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")\n",
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"\n",
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"# Global\n",
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"nested_radio_annotation_ndjson = {\n",
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" \"name\": \"nested_radio_question\",\n",
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" \"answer\": {\n",
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" \"name\": \"first_radio_answer\",\n",
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" \"classifications\": [{\n",
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" \"name\":\"sub_radio_question\",\n",
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" \"answer\": { \"name\" : \"first_sub_radio_answer\"}\n",
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" }]\n",
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" }\n",
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"}\n",
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"\n"
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],
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"cell_type": "code",
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"outputs": [],
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"execution_count": null
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},
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{
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"metadata": {},
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"source": [
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" lb.Option(value=\"first_radio_answer\"),\n",
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" lb.Option(value=\"second_radio_answer\")\n",
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" ]\n",
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" ),\n",
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" lb.Classification(\n",
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" class_type=lb.Classification.Type.CHECKLIST,\n",
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" name=\"nested_checklist_question\",\n",
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" scope = lb.Classification.Scope.INDEX,\n",
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" options=[\n",
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" lb.Option(\"first_checklist_answer\",\n",
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" options=[\n",
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" lb.Classification(\n",
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" class_type=lb.Classification.Type.CHECKLIST,\n",
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" name=\"sub_checklist_question\", \n",
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" options=[lb.Option(\"first_sub_checklist_answer\")]\n",
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" )\n",
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" ])\n",
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" ]\n",
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" ),\n",
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" lb.Classification(\n",
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" class_type=lb.Classification.Type.RADIO,\n",
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" name=\"nested_radio_question\",\n",
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" scope = lb.Classification.Scope.GLOBAL,\n",
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" options=[\n",
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" lb.Option(\"first_radio_answer\",\n",
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" options=[\n",
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" lb.Classification(\n",
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" class_type=lb.Classification.Type.RADIO,\n",
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" name=\"sub_radio_question\",\n",
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" options=[lb.Option(\"first_sub_radio_answer\")]\n",
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" )\n",
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" ])\n",
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" ]\n",
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" )\n",
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" ]\n",
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")\n",
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"metadata": {},
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"source": [
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"# Create Labelbox project\n",
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"project = client.create_project(name=\"conversational_project\", \n",
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"project = client.create_project(name=\"Conversational Text Annotation Import Demo\", \n",
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" media_type=lb.MediaType.Conversational)\n",
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"\n",
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"# Setup your ontology \n",
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" radio_annotation,\n",
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" ner_source,\n",
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" ner_target,\n",
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" ner_relationship\n",
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" ner_relationship,\n",
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" nested_radio_annotation,\n",
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" nested_checklist_annotation\n",
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" ]\n",
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" )\n",
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")"
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" ner_source_ndjson,\n",
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" ner_target_ndjson,\n",
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" ner_relationship_annotation_ndjson,\n",
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" nested_checklist_annotation_ndjson,\n",
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" nested_radio_annotation_ndjson\n",
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" ]:\n",
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" annotations.update({\n",
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" \"dataRow\": {\n",

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