def test_search_by_geo_box_and_annotated_name_and_predicted_name(channel):
stub = service_pb2_grpc.V2Stub(channel)
with SetupImage(stub) as input_:
my_concept_name = input_.data.concepts[0].name
response = stub.PostSearches(
service_pb2.PostSearchesRequest(
query=resources_pb2.Query(ands=[
resources_pb2.And(input=resources_pb2.Input(
data=resources_pb2.Data(geo=resources_pb2.Geo(geo_box=[
resources_pb2.GeoBoxedPoint(
geo_point=resources_pb2.GeoPoint(longitude=43,
latitude=54)),
resources_pb2.GeoBoxedPoint(
geo_point=resources_pb2.GeoPoint(longitude=45,
latitude=56)),
])))),
resources_pb2.And(input=resources_pb2.Input(
data=resources_pb2.Data(concepts=[
resources_pb2.Concept(name=my_concept_name,
value=1)
]))),
resources_pb2.And(output=resources_pb2.Output(
data=resources_pb2.Data(concepts=[
resources_pb2.Concept(name="dog", value=1)
]))),
]),
pagination=service_pb2.Pagination(page=1, per_page=1000),
),
metadata=metadata(),
)
raise_on_failure(response)
assert len(response.hits) > 0
assert input_.id in [hit.input.id for hit in response.hits]
def test_search_by_image_url_and_geo_box(channel):
stub = service_pb2_grpc.V2Stub(channel)
with SetupImage(stub) as input_:
response = stub.PostSearches(
service_pb2.PostSearchesRequest(
query=resources_pb2.Query(ands=[
resources_pb2.And(output=resources_pb2.Output(
input=resources_pb2.Input(data=resources_pb2.Data(
image=resources_pb2.Image(url=DOG_IMAGE_URL))))),
resources_pb2.And(input=resources_pb2.Input(
data=resources_pb2.Data(geo=resources_pb2.Geo(geo_box=[
resources_pb2.GeoBoxedPoint(
geo_point=resources_pb2.GeoPoint(longitude=43,
latitude=54)),
resources_pb2.GeoBoxedPoint(
geo_point=resources_pb2.GeoPoint(longitude=45,
latitude=56)),
])))),
]),
pagination=service_pb2.Pagination(page=1, per_page=1000),
),
metadata=metadata(),
)
raise_on_failure(response)
assert len(response.hits) > 0
assert input_.id in [hit.input.id for hit in response.hits]
def test_search_by_image_url_and_geo_box(channel):
stub = service_pb2_grpc.V2Stub(channel)
with SetupImage(stub) as input_:
response = stub.PostInputsSearches(
PostInputsSearchesRequest(
searches=[
Search(query=Query(ranks=[
Rank(annotation=Annotation(data=Data(image=Image(
url=DOG_IMAGE_URL)))),
Rank(annotation=Annotation(data=Data(
geo=resources_pb2.Geo(geo_box=[
resources_pb2.GeoBoxedPoint(
geo_point=resources_pb2.GeoPoint(
longitude=43, latitude=54)),
resources_pb2.GeoBoxedPoint(
geo_point=resources_pb2.GeoPoint(
longitude=45, latitude=56)),
])))),
]))
],
pagination=service_pb2.Pagination(page=1, per_page=1000),
),
metadata=metadata(),
)
raise_on_failure(response)
assert len(response.hits) >= 1
assert input_.id in [hit.input.id for hit in response.hits]
def __enter__(self) -> resources_pb2.Input:
my_concept_id = "my-concept-id-" + uuid.uuid4().hex
my_concept_name = "my concept name " + uuid.uuid4().hex
image_metadata = struct_pb2.Struct()
image_metadata.update({
"some-key": "some-value",
"another-key": {
"inner-key": "inner-value"
}
})
post_response = self._stub.PostInputs(
service_pb2.PostInputsRequest(inputs=[
resources_pb2.Input(data=resources_pb2.Data(
image=resources_pb2.Image(url=DOG_IMAGE_URL,
allow_duplicate_url=True),
concepts=[
resources_pb2.Concept(
id=my_concept_id, name=my_concept_name, value=1)
],
metadata=image_metadata,
geo=resources_pb2.Geo(geo_point=resources_pb2.GeoPoint(
longitude=44, latitude=55)),
), )
]),
metadata=metadata(),
)
raise_on_failure(post_response)
self._input = post_response.inputs[0]
wait_for_inputs_upload(self._stub, metadata(), [self._input.id])
return self._input
def test_search_by_geo_point_and_limit(channel):
stub = service_pb2_grpc.V2Stub(channel)
with SetupImage(stub) as input_:
response = stub.PostSearches(
service_pb2.PostSearchesRequest(
query=resources_pb2.Query(ands=[
resources_pb2.And(input=resources_pb2.Input(
data=resources_pb2.Data(geo=resources_pb2.Geo(
geo_point=resources_pb2.GeoPoint(longitude=43,
latitude=56),
geo_limit=resources_pb2.GeoLimit(
value=1000, type="withinKilometers"),
))))
]),
pagination=service_pb2.Pagination(page=1, per_page=1000),
),
metadata=metadata(),
)
raise_on_failure(response)
assert len(response.hits) > 0
assert input_.id in [hit.input.id for hit in response.hits]
def test_post_patch_get_image_with_id_concepts_geo_and_metadata(channel):
stub = service_pb2_grpc.V2Stub(channel)
input_id = uuid.uuid4().hex
input_metadata = Struct()
input_metadata.update({
"key1": 123,
"key2": {
"inner-key1": "inner-val1",
"inner-key2": "inner-val2",
},
})
post_response = stub.PostInputs(
service_pb2.PostInputsRequest(inputs=[
resources_pb2.Input(
id=input_id,
data=resources_pb2.Data(
image=resources_pb2.Image(url=TRUCK_IMAGE_URL,
allow_duplicate_url=True),
concepts=[
resources_pb2.Concept(id="some-positive-concept",
value=1),
resources_pb2.Concept(id="some-negative-concept",
value=0),
],
geo=resources_pb2.Geo(geo_point=resources_pb2.GeoPoint(
longitude=55.0, latitude=66), ),
metadata=input_metadata,
),
)
]),
metadata=metadata(),
)
raise_on_failure(post_response)
wait_for_inputs_upload(stub, metadata(), [input_id])
get_response = stub.GetInput(
service_pb2.GetInputRequest(input_id=input_id), metadata=metadata())
raise_on_failure(get_response)
inp = get_response.input
assert inp.id == input_id
assert inp.data.concepts[0].id == "some-positive-concept"
assert inp.data.concepts[0].value == 1.0
assert inp.data.concepts[1].id == "some-negative-concept"
assert inp.data.concepts[1].value == 0.0
assert inp.data.metadata["key1"] == 123
assert inp.data.metadata["key2"]["inner-key1"] == "inner-val1"
assert inp.data.metadata["key2"]["inner-key2"] == "inner-val2"
assert inp.data.geo.geo_point.longitude == 55.0
assert inp.data.geo.geo_point.latitude == 66.0
new_metadata = Struct()
new_metadata.update({"new-key": "new-value"})
patch_response = stub.PatchInputs(
service_pb2.PatchInputsRequest(
action="merge",
inputs=[
resources_pb2.Input(
id=input_id,
data=resources_pb2.Data(
concepts=[
resources_pb2.Concept(
id="another-positive-concept", value=1)
],
geo=resources_pb2.Geo(geo_point=resources_pb2.GeoPoint(
longitude=77.0, latitude=88.0)),
metadata=new_metadata,
),
)
],
),
metadata=metadata(),
)
raise_on_failure(patch_response)
inp = patch_response.inputs[0]
assert inp.data.concepts[2].id == "another-positive-concept"
assert inp.data.geo.geo_point.longitude == 77.0
assert inp.data.geo.geo_point.latitude == 88.0
assert inp.data.metadata["new-key"] == "new-value"
assert (inp.data.metadata["key1"] == 123
) # Since we use the merge action, the old values should remain
delete_response = stub.DeleteInputs(
service_pb2.DeleteInputsRequest(ids=[input_id]), metadata=metadata())
raise_on_failure(delete_response)