#!/usr/bin/env bash # This test checks that Qdrant answers to all API mentioned in README.md as expected set -ex # Ensure current path is project root cd "$(dirname "$0")/../" QDRANT_HOST=${QDRANT_HOST:-'localhost:6334'} docker_grpcurl=("docker" "run" "--rm" "--network=host" "-v" "${PWD}/lib/api/src/grpc/proto:/proto" "fullstorydev/grpcurl" "-plaintext" "-import-path" "/proto" "-proto" "qdrant.proto") if [ -n "${QDRANT_HOST_HEADERS}" ]; then while read h; do docker_grpcurl+=("-H" "$h") done <<< $(echo "${QDRANT_HOST_HEADERS}" | jq -r 'to_entries|map("\(.key): \(.value)")[]') fi "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection" }' $QDRANT_HOST qdrant.Collections/Delete "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "vectors_config": { "params": { "size": 4, "distance": "Dot" } } }' $QDRANT_HOST qdrant.Collections/Create "${docker_grpcurl[@]}" -d '{}' $QDRANT_HOST qdrant.Collections/List "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "wait": true, "ordering": null, "points": [ { "id": { "num": 1 }, "vectors": {"vector": {"data": [0.05, 0.61, 0.76, 0.74] }}, "payload": { "city": { "string_value": "Berlin" }, "country": { "string_value": "Germany" }, "population": { "integer_value": 1000000 }, "square": { "double_value": 12.5 }, "coords": { "struct_value": { "fields": { "lat": { "double_value": 1.0 }, "lon": { "double_value": 2.0 } } } } } }, {"id": { "num": 2 }, "vectors": {"vector": {"data": [0.19, 0.81, 0.75, 0.11]}}, "payload": {"city": {"list_value": {"values": [{ "string_value": "Berlin" }, { "string_value": "London" }]}}}}, {"id": { "num": 3 }, "vectors": {"vector": {"data": [0.36, 0.55, 0.47, 0.94]}}, "payload": {"city": {"list_value": {"values": [{ "string_value": "Berlin" }, { "string_value": "Moscow" }]}}}}, {"id": { "num": 4 }, "vectors": {"vector": {"data": [0.18, 0.01, 0.85, 0.80]}}, "payload": {"city": {"list_value": {"values": [{ "string_value": "London" }, { "string_value": "Moscow" }]}}}}, {"id": { "uuid": "98a9a4b1-4ef2-46fb-8315-a97d874fe1d7" }, "vectors": {"vector": {"data": [0.24, 0.18, 0.22, 0.44]}}, "payload": {"count":{"list_value": {"values": [{ "integer_value": 0 }]}}}}, {"id": { "uuid": "f0e09527-b096-42a8-94e9-ea94d342b925" }, "vectors": {"vector": {"data": [0.35, 0.08, 0.11, 0.44]}}} ] }' $QDRANT_HOST qdrant.Points/Upsert "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "query": { "nearest": { "dense": { "data": [0.2,0.1,0.9,0.7] } } }, "limit": 3 }' $QDRANT_HOST qdrant.Points/Query "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "query_points": [ { "collection_name": "test_collection", "query": { "nearest": { "dense": { "data": [0.2,0.1,0.9,0.7] } } }, "limit": 3 } ] }' $QDRANT_HOST qdrant.Points/QueryBatch "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "query": { "nearest": { "dense": { "data": [0.2,0.1,0.9,0.7] } } }, "limit": 3, "group_size": 2, "group_by": "city" }' $QDRANT_HOST qdrant.Points/QueryGroups "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "filter": { "should": [ { "field": { "key": "city", "match": { "keyword": "London" } } } ] }, "query": { "nearest": { "dense": { "data": [0.2,0.1,0.9,0.7] } } }, "limit": 3 }' $QDRANT_HOST qdrant.Points/Query "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "limit": 2, "with_vectors": {"enable": true}, "filter": { "should": [ { "field": { "key": "city", "match": { "keyword": "London" } } } ] } }' $QDRANT_HOST qdrant.Points/Query "${docker_grpcurl[@]}" -d '{ "collection_name": "test_collection", "query": { "recommend": { "positive": [ { "id": { "num": 1 } } ], "negative": [ { "id": {"num": 2 } } ] } } }' $QDRANT_HOST qdrant.Points/Query