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Skip languagebind tests and add map features #258

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46 changes: 25 additions & 21 deletions tests/cloud_test_logic/cloud_test_index.py
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Original file line number Diff line number Diff line change
Expand Up @@ -108,31 +108,35 @@ class CloudTestIndex(str, Enum):
{"name": "int_field_1", "type": "int", "features": ["score_modifier"]},
{"name": "int_filter_field_1", "type": "int", "features": ["filter", "score_modifier"]},
{"name": "bool_field_1", "type": "bool", "features": ["filter"]},
{"name": "map_field_1", "type": "map<text, int>", "features": ["score_modifier"]},
{"name": "map_field_2", "type": "map<text, long>", "features": ["score_modifier"]},
{"name": "map_field_3", "type": "map<text, float>", "features": ["score_modifier"]},
{"name": "map_field_4", "type": "map<text, double>", "features": ["score_modifier"]},
],
"tensorFields": ["text_field_1", "text_field_2", "text_field_3", "image_field_1"],
"imagePreprocessing": {
"patchMethod": "simple",
}
},
CloudTestIndex.structured_languagebind_model: {
"type": "structured",
"model": "LanguageBind/Video_V1.5_FT_Audio_FT_Image",
"inferenceType": "marqo.GPU",
"storageClass": "marqo.balanced",
"allFields": [
{"name": "text_field_1", "type": "text"},
{"name": "text_field_2", "type": "text"},
{"name": "text_field_3", "type": "text"},
{"name": "video_field_1", "type": "video_pointer"},
{"name": "video_field_2", "type": "video_pointer"},
{"name": "video_field_3", "type": "video_pointer"},
{"name": "audio_field_1", "type": "audio_pointer"},
{"name": "audio_field_2", "type": "audio_pointer"},
{"name": "image_field_1", "type": "image_pointer"},
{"name": "image_field_2", "type": "image_pointer"},
{"name": "multimodal_field", "type": "multimodal_combination"},
],
"tensorFields": ["multimodal_field", "text_field_3", "video_field_3", "audio_field_2", "image_field_2"],
"normalizeEmbeddings": True,
},
# CloudTestIndex.structured_languagebind_model: {
# "type": "structured",
# "model": "LanguageBind/Video_V1.5_FT_Audio_FT_Image",
# "inferenceType": "marqo.GPU",
# "storageClass": "marqo.balanced",
# "allFields": [
# {"name": "text_field_1", "type": "text"},
# {"name": "text_field_2", "type": "text"},
# {"name": "text_field_3", "type": "text"},
# {"name": "video_field_1", "type": "video_pointer"},
# {"name": "video_field_2", "type": "video_pointer"},
# {"name": "video_field_3", "type": "video_pointer"},
# {"name": "audio_field_1", "type": "audio_pointer"},
# {"name": "audio_field_2", "type": "audio_pointer"},
# {"name": "image_field_1", "type": "image_pointer"},
# {"name": "image_field_2", "type": "image_pointer"},
# {"name": "multimodal_field", "type": "multimodal_combination"},
# ],
# "tensorFields": ["multimodal_field", "text_field_3", "video_field_3", "audio_field_2", "image_field_2"],
# "normalizeEmbeddings": True,
# },
}
3 changes: 3 additions & 0 deletions tests/v2_tests/test_add_documents.py
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Original file line number Diff line number Diff line change
Expand Up @@ -574,6 +574,7 @@ def test_custom_vector_doc(self):
assert doc_res['_tensor_facets'][0]["my_custom_vector"] == "custom vector text"
assert doc_res['_tensor_facets'][0]['_embedding'] == [1.0 for _ in range(DEFAULT_DIMENSIONS)]

@mark.skip
def test_no_model_custom_vector_doc(self):
"""
Tests the `no_model` index model and searching with no `q` parameter.
Expand Down Expand Up @@ -708,6 +709,7 @@ def test_add_empty_docs_batched(self):
tensor_fields="field a")
assert res == []

@mark.skip
def test_add_multimodal_single_documents(self):
documents = [
{
Expand Down Expand Up @@ -754,6 +756,7 @@ def test_add_multimodal_single_documents(self):
self.assertIn('_embedding', tensor_facets[0])
self.assertEqual(len(tensor_facets[0]['_embedding']), 768)

@mark.skip
def test_add_multimodal_field_document(self):
multimodal_document = [{
"_id": "1_multimodal",
Expand Down
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