def search_by_embedding(host, id, count, timeout):
with grpc.insecure_channel(host) as channel:
stub = pb2_grpc.ServerStub(channel)
emb_response = stub.GetEmbedding(pb2.GetEmbeddingRequest(id=id),
timeout=timeout)
embedding = emb_response.embedding
# print(embedding)
response = stub.SearchByEmbedding(pb2.SearchByEmbeddingRequest(
embedding=embedding, count=count),
timeout=timeout)
print("response: %s, %s" % (response.ids, response.scores))
def test(host, port, dim):
print("host: %s:%d" % (host, port))
channel = grpc.insecure_channel("%s:%d" % (host, port))
stub = pb2_grpc.ServerStub(channel)
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
embedding = list(np.random.random(dim).astype('float32'))
print(embedding)
id = 1
response = stub.Add(pb2.AddRequest(id=id, embedding=embedding))
print("response: %s" % response.message)
embedding = list(np.random.random(dim).astype('float32'))
print(embedding)
id = 1
response = stub.Add(pb2.AddRequest(id=id, embedding=embedding))
print("response: %s" % response.message)
embedding = list(np.random.random(dim).astype('float32'))
id = 2
response = stub.Add(pb2.AddRequest(id=id, embedding=embedding))
print("response: %s" % response.message)
embedding = list(np.random.random(dim).astype('float32'))
id = 3
response = stub.Add(pb2.AddRequest(id=id, embedding=embedding))
print("response: %s" % response.message)
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
id = 2
response = stub.Search(pb2.SearchRequest(id=id, count=5))
print("response: %s, %s" % (response.ids, response.scores))
response = stub.Remove(pb2.IdRequest(id=2))
print("response: %s" % response.message)
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
id = 2
response = stub.Search(pb2.SearchRequest(id=id, count=5))
print("response: %s, %s" % (response.ids, response.scores))
# response = stub.Remove(pb2.IdRequest(id=1))
# response = stub.Remove(pb2.IdRequest(id=3))
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
def imports(host, embs_path, ids_path, keys_path):
print("host: %s" % host)
channel = grpc.insecure_channel(host)
stub = pb2_grpc.ServerStub(channel)
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
response = stub.Import(
pb2.ImportRequest(embs_path=embs_path,
ids_path=ids_path,
keys_path=keys_path))
print("response: %s" % response.message)
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
def test_key(host, port, dim):
print("host: %s:%d" % (host, port))
channel = grpc.insecure_channel("%s:%d" % (host, port))
stub = pb2_grpc.ServerStub(channel)
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
embedding = list(np.random.random(dim).astype('float32'))
print(embedding)
key = "k1"
response = stub.Add(pb2.AddRequest(key=key, embedding=embedding))
print("response: %s" % response.message)
embedding = list(np.random.random(dim).astype('float32'))
key = "k1"
response = stub.Add(pb2.AddRequest(key=key, embedding=embedding))
print("response: %s" % response.message)
embedding = list(np.random.random(dim).astype('float32'))
key = "k2"
response = stub.Add(pb2.AddRequest(key=key, embedding=embedding))
print("response: %s" % response.message)
embedding = list(np.random.random(dim).astype('float32'))
key = "k3"
response = stub.Add(pb2.AddRequest(key=key, embedding=embedding))
print("response: %s" % response.message)
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
key = "k1"
response = stub.Search(pb2.SearchRequest(key=key, count=5))
print("response: %s, %s" % (response.ids, response.scores))
key = "k2"
response = stub.Search(pb2.SearchRequest(key=key, count=5))
print("response: %s, %s" % (response.ids, response.scores))
response = stub.Total(pb2.EmptyRequest())
print("total: %d" % response.count)
def get_embedding(host, id, timeout):
with grpc.insecure_channel(host) as channel:
stub = pb2_grpc.ServerStub(channel)
response = stub.GetEmbedding(pb2.GetEmbeddingRequest(id=id),
timeout=timeout)
print("response: %s" % response.embedding)
def _search_by_key(host, key, count, timeout, channel):
stub = pb2_grpc.ServerStub(channel)
return stub.Search(pb2.SearchRequest(key=key, count=count))
def search(host, id, count, timeout):
with grpc.insecure_channel(host) as channel:
stub = pb2_grpc.ServerStub(channel)
response = stub.Search(pb2.SearchRequest(id=id, count=count),
timeout=timeout)
print("response: %s, %s" % (response.ids, response.scores))