weaviate-client
Version:
JS/TS client for Weaviate
1,227 lines (1,226 loc) • 85.2 kB
JavaScript
// Code generated by protoc-gen-ts_proto. DO NOT EDIT.
// versions:
// protoc-gen-ts_proto v1.176.0
// protoc v3.19.1
// source: v1/base_search.proto
/* eslint-disable */
import _m0 from "protobufjs/minimal.js";
import { Vectors } from "./base.js";
export const protobufPackage = "weaviate.v1";
export var CombinationMethod;
(function (CombinationMethod) {
CombinationMethod[CombinationMethod["COMBINATION_METHOD_UNSPECIFIED"] = 0] = "COMBINATION_METHOD_UNSPECIFIED";
CombinationMethod[CombinationMethod["COMBINATION_METHOD_TYPE_SUM"] = 1] = "COMBINATION_METHOD_TYPE_SUM";
CombinationMethod[CombinationMethod["COMBINATION_METHOD_TYPE_MIN"] = 2] = "COMBINATION_METHOD_TYPE_MIN";
CombinationMethod[CombinationMethod["COMBINATION_METHOD_TYPE_AVERAGE"] = 3] = "COMBINATION_METHOD_TYPE_AVERAGE";
CombinationMethod[CombinationMethod["COMBINATION_METHOD_TYPE_RELATIVE_SCORE"] = 4] = "COMBINATION_METHOD_TYPE_RELATIVE_SCORE";
CombinationMethod[CombinationMethod["COMBINATION_METHOD_TYPE_MANUAL"] = 5] = "COMBINATION_METHOD_TYPE_MANUAL";
CombinationMethod[CombinationMethod["UNRECOGNIZED"] = -1] = "UNRECOGNIZED";
})(CombinationMethod || (CombinationMethod = {}));
export function combinationMethodFromJSON(object) {
switch (object) {
case 0:
case "COMBINATION_METHOD_UNSPECIFIED":
return CombinationMethod.COMBINATION_METHOD_UNSPECIFIED;
case 1:
case "COMBINATION_METHOD_TYPE_SUM":
return CombinationMethod.COMBINATION_METHOD_TYPE_SUM;
case 2:
case "COMBINATION_METHOD_TYPE_MIN":
return CombinationMethod.COMBINATION_METHOD_TYPE_MIN;
case 3:
case "COMBINATION_METHOD_TYPE_AVERAGE":
return CombinationMethod.COMBINATION_METHOD_TYPE_AVERAGE;
case 4:
case "COMBINATION_METHOD_TYPE_RELATIVE_SCORE":
return CombinationMethod.COMBINATION_METHOD_TYPE_RELATIVE_SCORE;
case 5:
case "COMBINATION_METHOD_TYPE_MANUAL":
return CombinationMethod.COMBINATION_METHOD_TYPE_MANUAL;
case -1:
case "UNRECOGNIZED":
default:
return CombinationMethod.UNRECOGNIZED;
}
}
export function combinationMethodToJSON(object) {
switch (object) {
case CombinationMethod.COMBINATION_METHOD_UNSPECIFIED:
return "COMBINATION_METHOD_UNSPECIFIED";
case CombinationMethod.COMBINATION_METHOD_TYPE_SUM:
return "COMBINATION_METHOD_TYPE_SUM";
case CombinationMethod.COMBINATION_METHOD_TYPE_MIN:
return "COMBINATION_METHOD_TYPE_MIN";
case CombinationMethod.COMBINATION_METHOD_TYPE_AVERAGE:
return "COMBINATION_METHOD_TYPE_AVERAGE";
case CombinationMethod.COMBINATION_METHOD_TYPE_RELATIVE_SCORE:
return "COMBINATION_METHOD_TYPE_RELATIVE_SCORE";
case CombinationMethod.COMBINATION_METHOD_TYPE_MANUAL:
return "COMBINATION_METHOD_TYPE_MANUAL";
case CombinationMethod.UNRECOGNIZED:
default:
return "UNRECOGNIZED";
}
}
export var SearchOperatorOptions_Operator;
(function (SearchOperatorOptions_Operator) {
SearchOperatorOptions_Operator[SearchOperatorOptions_Operator["OPERATOR_UNSPECIFIED"] = 0] = "OPERATOR_UNSPECIFIED";
SearchOperatorOptions_Operator[SearchOperatorOptions_Operator["OPERATOR_OR"] = 1] = "OPERATOR_OR";
SearchOperatorOptions_Operator[SearchOperatorOptions_Operator["OPERATOR_AND"] = 2] = "OPERATOR_AND";
SearchOperatorOptions_Operator[SearchOperatorOptions_Operator["UNRECOGNIZED"] = -1] = "UNRECOGNIZED";
})(SearchOperatorOptions_Operator || (SearchOperatorOptions_Operator = {}));
export function searchOperatorOptions_OperatorFromJSON(object) {
switch (object) {
case 0:
case "OPERATOR_UNSPECIFIED":
return SearchOperatorOptions_Operator.OPERATOR_UNSPECIFIED;
case 1:
case "OPERATOR_OR":
return SearchOperatorOptions_Operator.OPERATOR_OR;
case 2:
case "OPERATOR_AND":
return SearchOperatorOptions_Operator.OPERATOR_AND;
case -1:
case "UNRECOGNIZED":
default:
return SearchOperatorOptions_Operator.UNRECOGNIZED;
}
}
export function searchOperatorOptions_OperatorToJSON(object) {
switch (object) {
case SearchOperatorOptions_Operator.OPERATOR_UNSPECIFIED:
return "OPERATOR_UNSPECIFIED";
case SearchOperatorOptions_Operator.OPERATOR_OR:
return "OPERATOR_OR";
case SearchOperatorOptions_Operator.OPERATOR_AND:
return "OPERATOR_AND";
case SearchOperatorOptions_Operator.UNRECOGNIZED:
default:
return "UNRECOGNIZED";
}
}
export var Hybrid_FusionType;
(function (Hybrid_FusionType) {
Hybrid_FusionType[Hybrid_FusionType["FUSION_TYPE_UNSPECIFIED"] = 0] = "FUSION_TYPE_UNSPECIFIED";
Hybrid_FusionType[Hybrid_FusionType["FUSION_TYPE_RANKED"] = 1] = "FUSION_TYPE_RANKED";
Hybrid_FusionType[Hybrid_FusionType["FUSION_TYPE_RELATIVE_SCORE"] = 2] = "FUSION_TYPE_RELATIVE_SCORE";
Hybrid_FusionType[Hybrid_FusionType["UNRECOGNIZED"] = -1] = "UNRECOGNIZED";
})(Hybrid_FusionType || (Hybrid_FusionType = {}));
export function hybrid_FusionTypeFromJSON(object) {
switch (object) {
case 0:
case "FUSION_TYPE_UNSPECIFIED":
return Hybrid_FusionType.FUSION_TYPE_UNSPECIFIED;
case 1:
case "FUSION_TYPE_RANKED":
return Hybrid_FusionType.FUSION_TYPE_RANKED;
case 2:
case "FUSION_TYPE_RELATIVE_SCORE":
return Hybrid_FusionType.FUSION_TYPE_RELATIVE_SCORE;
case -1:
case "UNRECOGNIZED":
default:
return Hybrid_FusionType.UNRECOGNIZED;
}
}
export function hybrid_FusionTypeToJSON(object) {
switch (object) {
case Hybrid_FusionType.FUSION_TYPE_UNSPECIFIED:
return "FUSION_TYPE_UNSPECIFIED";
case Hybrid_FusionType.FUSION_TYPE_RANKED:
return "FUSION_TYPE_RANKED";
case Hybrid_FusionType.FUSION_TYPE_RELATIVE_SCORE:
return "FUSION_TYPE_RELATIVE_SCORE";
case Hybrid_FusionType.UNRECOGNIZED:
default:
return "UNRECOGNIZED";
}
}
function createBaseWeightsForTarget() {
return { target: "", weight: 0 };
}
export const WeightsForTarget = {
encode(message, writer = _m0.Writer.create()) {
if (message.target !== "") {
writer.uint32(10).string(message.target);
}
if (message.weight !== 0) {
writer.uint32(21).float(message.weight);
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseWeightsForTarget();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 10) {
break;
}
message.target = reader.string();
continue;
case 2:
if (tag !== 21) {
break;
}
message.weight = reader.float();
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
target: isSet(object.target) ? globalThis.String(object.target) : "",
weight: isSet(object.weight) ? globalThis.Number(object.weight) : 0,
};
},
toJSON(message) {
const obj = {};
if (message.target !== "") {
obj.target = message.target;
}
if (message.weight !== 0) {
obj.weight = message.weight;
}
return obj;
},
create(base) {
return WeightsForTarget.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b;
const message = createBaseWeightsForTarget();
message.target = (_a = object.target) !== null && _a !== void 0 ? _a : "";
message.weight = (_b = object.weight) !== null && _b !== void 0 ? _b : 0;
return message;
},
};
function createBaseTargets() {
return { targetVectors: [], combination: 0, weightsForTargets: [] };
}
export const Targets = {
encode(message, writer = _m0.Writer.create()) {
for (const v of message.targetVectors) {
writer.uint32(10).string(v);
}
if (message.combination !== 0) {
writer.uint32(16).int32(message.combination);
}
for (const v of message.weightsForTargets) {
WeightsForTarget.encode(v, writer.uint32(34).fork()).ldelim();
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseTargets();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 10) {
break;
}
message.targetVectors.push(reader.string());
continue;
case 2:
if (tag !== 16) {
break;
}
message.combination = reader.int32();
continue;
case 4:
if (tag !== 34) {
break;
}
message.weightsForTargets.push(WeightsForTarget.decode(reader, reader.uint32()));
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
targetVectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.targetVectors)
? object.targetVectors.map((e) => globalThis.String(e))
: [],
combination: isSet(object.combination) ? combinationMethodFromJSON(object.combination) : 0,
weightsForTargets: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.weightsForTargets)
? object.weightsForTargets.map((e) => WeightsForTarget.fromJSON(e))
: [],
};
},
toJSON(message) {
var _a, _b;
const obj = {};
if ((_a = message.targetVectors) === null || _a === void 0 ? void 0 : _a.length) {
obj.targetVectors = message.targetVectors;
}
if (message.combination !== 0) {
obj.combination = combinationMethodToJSON(message.combination);
}
if ((_b = message.weightsForTargets) === null || _b === void 0 ? void 0 : _b.length) {
obj.weightsForTargets = message.weightsForTargets.map((e) => WeightsForTarget.toJSON(e));
}
return obj;
},
create(base) {
return Targets.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b, _c;
const message = createBaseTargets();
message.targetVectors = ((_a = object.targetVectors) === null || _a === void 0 ? void 0 : _a.map((e) => e)) || [];
message.combination = (_b = object.combination) !== null && _b !== void 0 ? _b : 0;
message.weightsForTargets = ((_c = object.weightsForTargets) === null || _c === void 0 ? void 0 : _c.map((e) => WeightsForTarget.fromPartial(e))) || [];
return message;
},
};
function createBaseVectorForTarget() {
return { name: "", vectorBytes: new Uint8Array(0), vectors: [] };
}
export const VectorForTarget = {
encode(message, writer = _m0.Writer.create()) {
if (message.name !== "") {
writer.uint32(10).string(message.name);
}
if (message.vectorBytes.length !== 0) {
writer.uint32(18).bytes(message.vectorBytes);
}
for (const v of message.vectors) {
Vectors.encode(v, writer.uint32(26).fork()).ldelim();
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseVectorForTarget();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 10) {
break;
}
message.name = reader.string();
continue;
case 2:
if (tag !== 18) {
break;
}
message.vectorBytes = reader.bytes();
continue;
case 3:
if (tag !== 26) {
break;
}
message.vectors.push(Vectors.decode(reader, reader.uint32()));
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
name: isSet(object.name) ? globalThis.String(object.name) : "",
vectorBytes: isSet(object.vectorBytes) ? bytesFromBase64(object.vectorBytes) : new Uint8Array(0),
vectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.vectors) ? object.vectors.map((e) => Vectors.fromJSON(e)) : [],
};
},
toJSON(message) {
var _a;
const obj = {};
if (message.name !== "") {
obj.name = message.name;
}
if (message.vectorBytes.length !== 0) {
obj.vectorBytes = base64FromBytes(message.vectorBytes);
}
if ((_a = message.vectors) === null || _a === void 0 ? void 0 : _a.length) {
obj.vectors = message.vectors.map((e) => Vectors.toJSON(e));
}
return obj;
},
create(base) {
return VectorForTarget.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b, _c;
const message = createBaseVectorForTarget();
message.name = (_a = object.name) !== null && _a !== void 0 ? _a : "";
message.vectorBytes = (_b = object.vectorBytes) !== null && _b !== void 0 ? _b : new Uint8Array(0);
message.vectors = ((_c = object.vectors) === null || _c === void 0 ? void 0 : _c.map((e) => Vectors.fromPartial(e))) || [];
return message;
},
};
function createBaseSearchOperatorOptions() {
return { operator: 0, minimumOrTokensMatch: undefined };
}
export const SearchOperatorOptions = {
encode(message, writer = _m0.Writer.create()) {
if (message.operator !== 0) {
writer.uint32(8).int32(message.operator);
}
if (message.minimumOrTokensMatch !== undefined) {
writer.uint32(16).int32(message.minimumOrTokensMatch);
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseSearchOperatorOptions();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 8) {
break;
}
message.operator = reader.int32();
continue;
case 2:
if (tag !== 16) {
break;
}
message.minimumOrTokensMatch = reader.int32();
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
operator: isSet(object.operator) ? searchOperatorOptions_OperatorFromJSON(object.operator) : 0,
minimumOrTokensMatch: isSet(object.minimumOrTokensMatch)
? globalThis.Number(object.minimumOrTokensMatch)
: undefined,
};
},
toJSON(message) {
const obj = {};
if (message.operator !== 0) {
obj.operator = searchOperatorOptions_OperatorToJSON(message.operator);
}
if (message.minimumOrTokensMatch !== undefined) {
obj.minimumOrTokensMatch = Math.round(message.minimumOrTokensMatch);
}
return obj;
},
create(base) {
return SearchOperatorOptions.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b;
const message = createBaseSearchOperatorOptions();
message.operator = (_a = object.operator) !== null && _a !== void 0 ? _a : 0;
message.minimumOrTokensMatch = (_b = object.minimumOrTokensMatch) !== null && _b !== void 0 ? _b : undefined;
return message;
},
};
function createBaseHybrid() {
return {
query: "",
properties: [],
vector: [],
alpha: 0,
fusionType: 0,
vectorBytes: new Uint8Array(0),
targetVectors: [],
nearText: undefined,
nearVector: undefined,
targets: undefined,
bm25SearchOperator: undefined,
vectorDistance: undefined,
vectors: [],
};
}
export const Hybrid = {
encode(message, writer = _m0.Writer.create()) {
if (message.query !== "") {
writer.uint32(10).string(message.query);
}
for (const v of message.properties) {
writer.uint32(18).string(v);
}
writer.uint32(26).fork();
for (const v of message.vector) {
writer.float(v);
}
writer.ldelim();
if (message.alpha !== 0) {
writer.uint32(37).float(message.alpha);
}
if (message.fusionType !== 0) {
writer.uint32(40).int32(message.fusionType);
}
if (message.vectorBytes.length !== 0) {
writer.uint32(50).bytes(message.vectorBytes);
}
for (const v of message.targetVectors) {
writer.uint32(58).string(v);
}
if (message.nearText !== undefined) {
NearTextSearch.encode(message.nearText, writer.uint32(66).fork()).ldelim();
}
if (message.nearVector !== undefined) {
NearVector.encode(message.nearVector, writer.uint32(74).fork()).ldelim();
}
if (message.targets !== undefined) {
Targets.encode(message.targets, writer.uint32(82).fork()).ldelim();
}
if (message.bm25SearchOperator !== undefined) {
SearchOperatorOptions.encode(message.bm25SearchOperator, writer.uint32(90).fork()).ldelim();
}
if (message.vectorDistance !== undefined) {
writer.uint32(165).float(message.vectorDistance);
}
for (const v of message.vectors) {
Vectors.encode(v, writer.uint32(170).fork()).ldelim();
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseHybrid();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 10) {
break;
}
message.query = reader.string();
continue;
case 2:
if (tag !== 18) {
break;
}
message.properties.push(reader.string());
continue;
case 3:
if (tag === 29) {
message.vector.push(reader.float());
continue;
}
if (tag === 26) {
const end2 = reader.uint32() + reader.pos;
while (reader.pos < end2) {
message.vector.push(reader.float());
}
continue;
}
break;
case 4:
if (tag !== 37) {
break;
}
message.alpha = reader.float();
continue;
case 5:
if (tag !== 40) {
break;
}
message.fusionType = reader.int32();
continue;
case 6:
if (tag !== 50) {
break;
}
message.vectorBytes = reader.bytes();
continue;
case 7:
if (tag !== 58) {
break;
}
message.targetVectors.push(reader.string());
continue;
case 8:
if (tag !== 66) {
break;
}
message.nearText = NearTextSearch.decode(reader, reader.uint32());
continue;
case 9:
if (tag !== 74) {
break;
}
message.nearVector = NearVector.decode(reader, reader.uint32());
continue;
case 10:
if (tag !== 82) {
break;
}
message.targets = Targets.decode(reader, reader.uint32());
continue;
case 11:
if (tag !== 90) {
break;
}
message.bm25SearchOperator = SearchOperatorOptions.decode(reader, reader.uint32());
continue;
case 20:
if (tag !== 165) {
break;
}
message.vectorDistance = reader.float();
continue;
case 21:
if (tag !== 170) {
break;
}
message.vectors.push(Vectors.decode(reader, reader.uint32()));
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
query: isSet(object.query) ? globalThis.String(object.query) : "",
properties: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.properties)
? object.properties.map((e) => globalThis.String(e))
: [],
vector: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.vector) ? object.vector.map((e) => globalThis.Number(e)) : [],
alpha: isSet(object.alpha) ? globalThis.Number(object.alpha) : 0,
fusionType: isSet(object.fusionType) ? hybrid_FusionTypeFromJSON(object.fusionType) : 0,
vectorBytes: isSet(object.vectorBytes) ? bytesFromBase64(object.vectorBytes) : new Uint8Array(0),
targetVectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.targetVectors)
? object.targetVectors.map((e) => globalThis.String(e))
: [],
nearText: isSet(object.nearText) ? NearTextSearch.fromJSON(object.nearText) : undefined,
nearVector: isSet(object.nearVector) ? NearVector.fromJSON(object.nearVector) : undefined,
targets: isSet(object.targets) ? Targets.fromJSON(object.targets) : undefined,
bm25SearchOperator: isSet(object.bm25SearchOperator)
? SearchOperatorOptions.fromJSON(object.bm25SearchOperator)
: undefined,
vectorDistance: isSet(object.vectorDistance) ? globalThis.Number(object.vectorDistance) : undefined,
vectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.vectors) ? object.vectors.map((e) => Vectors.fromJSON(e)) : [],
};
},
toJSON(message) {
var _a, _b, _c, _d;
const obj = {};
if (message.query !== "") {
obj.query = message.query;
}
if ((_a = message.properties) === null || _a === void 0 ? void 0 : _a.length) {
obj.properties = message.properties;
}
if ((_b = message.vector) === null || _b === void 0 ? void 0 : _b.length) {
obj.vector = message.vector;
}
if (message.alpha !== 0) {
obj.alpha = message.alpha;
}
if (message.fusionType !== 0) {
obj.fusionType = hybrid_FusionTypeToJSON(message.fusionType);
}
if (message.vectorBytes.length !== 0) {
obj.vectorBytes = base64FromBytes(message.vectorBytes);
}
if ((_c = message.targetVectors) === null || _c === void 0 ? void 0 : _c.length) {
obj.targetVectors = message.targetVectors;
}
if (message.nearText !== undefined) {
obj.nearText = NearTextSearch.toJSON(message.nearText);
}
if (message.nearVector !== undefined) {
obj.nearVector = NearVector.toJSON(message.nearVector);
}
if (message.targets !== undefined) {
obj.targets = Targets.toJSON(message.targets);
}
if (message.bm25SearchOperator !== undefined) {
obj.bm25SearchOperator = SearchOperatorOptions.toJSON(message.bm25SearchOperator);
}
if (message.vectorDistance !== undefined) {
obj.vectorDistance = message.vectorDistance;
}
if ((_d = message.vectors) === null || _d === void 0 ? void 0 : _d.length) {
obj.vectors = message.vectors.map((e) => Vectors.toJSON(e));
}
return obj;
},
create(base) {
return Hybrid.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b, _c, _d, _e, _f, _g, _h, _j;
const message = createBaseHybrid();
message.query = (_a = object.query) !== null && _a !== void 0 ? _a : "";
message.properties = ((_b = object.properties) === null || _b === void 0 ? void 0 : _b.map((e) => e)) || [];
message.vector = ((_c = object.vector) === null || _c === void 0 ? void 0 : _c.map((e) => e)) || [];
message.alpha = (_d = object.alpha) !== null && _d !== void 0 ? _d : 0;
message.fusionType = (_e = object.fusionType) !== null && _e !== void 0 ? _e : 0;
message.vectorBytes = (_f = object.vectorBytes) !== null && _f !== void 0 ? _f : new Uint8Array(0);
message.targetVectors = ((_g = object.targetVectors) === null || _g === void 0 ? void 0 : _g.map((e) => e)) || [];
message.nearText = (object.nearText !== undefined && object.nearText !== null)
? NearTextSearch.fromPartial(object.nearText)
: undefined;
message.nearVector = (object.nearVector !== undefined && object.nearVector !== null)
? NearVector.fromPartial(object.nearVector)
: undefined;
message.targets = (object.targets !== undefined && object.targets !== null)
? Targets.fromPartial(object.targets)
: undefined;
message.bm25SearchOperator = (object.bm25SearchOperator !== undefined && object.bm25SearchOperator !== null)
? SearchOperatorOptions.fromPartial(object.bm25SearchOperator)
: undefined;
message.vectorDistance = (_h = object.vectorDistance) !== null && _h !== void 0 ? _h : undefined;
message.vectors = ((_j = object.vectors) === null || _j === void 0 ? void 0 : _j.map((e) => Vectors.fromPartial(e))) || [];
return message;
},
};
function createBaseNearVector() {
return {
vector: [],
certainty: undefined,
distance: undefined,
vectorBytes: new Uint8Array(0),
targetVectors: [],
targets: undefined,
vectorPerTarget: {},
vectorForTargets: [],
vectors: [],
};
}
export const NearVector = {
encode(message, writer = _m0.Writer.create()) {
writer.uint32(10).fork();
for (const v of message.vector) {
writer.float(v);
}
writer.ldelim();
if (message.certainty !== undefined) {
writer.uint32(17).double(message.certainty);
}
if (message.distance !== undefined) {
writer.uint32(25).double(message.distance);
}
if (message.vectorBytes.length !== 0) {
writer.uint32(34).bytes(message.vectorBytes);
}
for (const v of message.targetVectors) {
writer.uint32(42).string(v);
}
if (message.targets !== undefined) {
Targets.encode(message.targets, writer.uint32(50).fork()).ldelim();
}
Object.entries(message.vectorPerTarget).forEach(([key, value]) => {
NearVector_VectorPerTargetEntry.encode({ key: key, value }, writer.uint32(58).fork()).ldelim();
});
for (const v of message.vectorForTargets) {
VectorForTarget.encode(v, writer.uint32(66).fork()).ldelim();
}
for (const v of message.vectors) {
Vectors.encode(v, writer.uint32(74).fork()).ldelim();
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseNearVector();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag === 13) {
message.vector.push(reader.float());
continue;
}
if (tag === 10) {
const end2 = reader.uint32() + reader.pos;
while (reader.pos < end2) {
message.vector.push(reader.float());
}
continue;
}
break;
case 2:
if (tag !== 17) {
break;
}
message.certainty = reader.double();
continue;
case 3:
if (tag !== 25) {
break;
}
message.distance = reader.double();
continue;
case 4:
if (tag !== 34) {
break;
}
message.vectorBytes = reader.bytes();
continue;
case 5:
if (tag !== 42) {
break;
}
message.targetVectors.push(reader.string());
continue;
case 6:
if (tag !== 50) {
break;
}
message.targets = Targets.decode(reader, reader.uint32());
continue;
case 7:
if (tag !== 58) {
break;
}
const entry7 = NearVector_VectorPerTargetEntry.decode(reader, reader.uint32());
if (entry7.value !== undefined) {
message.vectorPerTarget[entry7.key] = entry7.value;
}
continue;
case 8:
if (tag !== 66) {
break;
}
message.vectorForTargets.push(VectorForTarget.decode(reader, reader.uint32()));
continue;
case 9:
if (tag !== 74) {
break;
}
message.vectors.push(Vectors.decode(reader, reader.uint32()));
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
vector: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.vector) ? object.vector.map((e) => globalThis.Number(e)) : [],
certainty: isSet(object.certainty) ? globalThis.Number(object.certainty) : undefined,
distance: isSet(object.distance) ? globalThis.Number(object.distance) : undefined,
vectorBytes: isSet(object.vectorBytes) ? bytesFromBase64(object.vectorBytes) : new Uint8Array(0),
targetVectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.targetVectors)
? object.targetVectors.map((e) => globalThis.String(e))
: [],
targets: isSet(object.targets) ? Targets.fromJSON(object.targets) : undefined,
vectorPerTarget: isObject(object.vectorPerTarget)
? Object.entries(object.vectorPerTarget).reduce((acc, [key, value]) => {
acc[key] = bytesFromBase64(value);
return acc;
}, {})
: {},
vectorForTargets: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.vectorForTargets)
? object.vectorForTargets.map((e) => VectorForTarget.fromJSON(e))
: [],
vectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.vectors) ? object.vectors.map((e) => Vectors.fromJSON(e)) : [],
};
},
toJSON(message) {
var _a, _b, _c, _d;
const obj = {};
if ((_a = message.vector) === null || _a === void 0 ? void 0 : _a.length) {
obj.vector = message.vector;
}
if (message.certainty !== undefined) {
obj.certainty = message.certainty;
}
if (message.distance !== undefined) {
obj.distance = message.distance;
}
if (message.vectorBytes.length !== 0) {
obj.vectorBytes = base64FromBytes(message.vectorBytes);
}
if ((_b = message.targetVectors) === null || _b === void 0 ? void 0 : _b.length) {
obj.targetVectors = message.targetVectors;
}
if (message.targets !== undefined) {
obj.targets = Targets.toJSON(message.targets);
}
if (message.vectorPerTarget) {
const entries = Object.entries(message.vectorPerTarget);
if (entries.length > 0) {
obj.vectorPerTarget = {};
entries.forEach(([k, v]) => {
obj.vectorPerTarget[k] = base64FromBytes(v);
});
}
}
if ((_c = message.vectorForTargets) === null || _c === void 0 ? void 0 : _c.length) {
obj.vectorForTargets = message.vectorForTargets.map((e) => VectorForTarget.toJSON(e));
}
if ((_d = message.vectors) === null || _d === void 0 ? void 0 : _d.length) {
obj.vectors = message.vectors.map((e) => Vectors.toJSON(e));
}
return obj;
},
create(base) {
return NearVector.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b, _c, _d, _e, _f, _g, _h;
const message = createBaseNearVector();
message.vector = ((_a = object.vector) === null || _a === void 0 ? void 0 : _a.map((e) => e)) || [];
message.certainty = (_b = object.certainty) !== null && _b !== void 0 ? _b : undefined;
message.distance = (_c = object.distance) !== null && _c !== void 0 ? _c : undefined;
message.vectorBytes = (_d = object.vectorBytes) !== null && _d !== void 0 ? _d : new Uint8Array(0);
message.targetVectors = ((_e = object.targetVectors) === null || _e === void 0 ? void 0 : _e.map((e) => e)) || [];
message.targets = (object.targets !== undefined && object.targets !== null)
? Targets.fromPartial(object.targets)
: undefined;
message.vectorPerTarget = Object.entries((_f = object.vectorPerTarget) !== null && _f !== void 0 ? _f : {}).reduce((acc, [key, value]) => {
if (value !== undefined) {
acc[key] = value;
}
return acc;
}, {});
message.vectorForTargets = ((_g = object.vectorForTargets) === null || _g === void 0 ? void 0 : _g.map((e) => VectorForTarget.fromPartial(e))) || [];
message.vectors = ((_h = object.vectors) === null || _h === void 0 ? void 0 : _h.map((e) => Vectors.fromPartial(e))) || [];
return message;
},
};
function createBaseNearVector_VectorPerTargetEntry() {
return { key: "", value: new Uint8Array(0) };
}
export const NearVector_VectorPerTargetEntry = {
encode(message, writer = _m0.Writer.create()) {
if (message.key !== "") {
writer.uint32(10).string(message.key);
}
if (message.value.length !== 0) {
writer.uint32(18).bytes(message.value);
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseNearVector_VectorPerTargetEntry();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 10) {
break;
}
message.key = reader.string();
continue;
case 2:
if (tag !== 18) {
break;
}
message.value = reader.bytes();
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
key: isSet(object.key) ? globalThis.String(object.key) : "",
value: isSet(object.value) ? bytesFromBase64(object.value) : new Uint8Array(0),
};
},
toJSON(message) {
const obj = {};
if (message.key !== "") {
obj.key = message.key;
}
if (message.value.length !== 0) {
obj.value = base64FromBytes(message.value);
}
return obj;
},
create(base) {
return NearVector_VectorPerTargetEntry.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b;
const message = createBaseNearVector_VectorPerTargetEntry();
message.key = (_a = object.key) !== null && _a !== void 0 ? _a : "";
message.value = (_b = object.value) !== null && _b !== void 0 ? _b : new Uint8Array(0);
return message;
},
};
function createBaseNearObject() {
return { id: "", certainty: undefined, distance: undefined, targetVectors: [], targets: undefined };
}
export const NearObject = {
encode(message, writer = _m0.Writer.create()) {
if (message.id !== "") {
writer.uint32(10).string(message.id);
}
if (message.certainty !== undefined) {
writer.uint32(17).double(message.certainty);
}
if (message.distance !== undefined) {
writer.uint32(25).double(message.distance);
}
for (const v of message.targetVectors) {
writer.uint32(34).string(v);
}
if (message.targets !== undefined) {
Targets.encode(message.targets, writer.uint32(42).fork()).ldelim();
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseNearObject();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 10) {
break;
}
message.id = reader.string();
continue;
case 2:
if (tag !== 17) {
break;
}
message.certainty = reader.double();
continue;
case 3:
if (tag !== 25) {
break;
}
message.distance = reader.double();
continue;
case 4:
if (tag !== 34) {
break;
}
message.targetVectors.push(reader.string());
continue;
case 5:
if (tag !== 42) {
break;
}
message.targets = Targets.decode(reader, reader.uint32());
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
id: isSet(object.id) ? globalThis.String(object.id) : "",
certainty: isSet(object.certainty) ? globalThis.Number(object.certainty) : undefined,
distance: isSet(object.distance) ? globalThis.Number(object.distance) : undefined,
targetVectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.targetVectors)
? object.targetVectors.map((e) => globalThis.String(e))
: [],
targets: isSet(object.targets) ? Targets.fromJSON(object.targets) : undefined,
};
},
toJSON(message) {
var _a;
const obj = {};
if (message.id !== "") {
obj.id = message.id;
}
if (message.certainty !== undefined) {
obj.certainty = message.certainty;
}
if (message.distance !== undefined) {
obj.distance = message.distance;
}
if ((_a = message.targetVectors) === null || _a === void 0 ? void 0 : _a.length) {
obj.targetVectors = message.targetVectors;
}
if (message.targets !== undefined) {
obj.targets = Targets.toJSON(message.targets);
}
return obj;
},
create(base) {
return NearObject.fromPartial(base !== null && base !== void 0 ? base : {});
},
fromPartial(object) {
var _a, _b, _c, _d;
const message = createBaseNearObject();
message.id = (_a = object.id) !== null && _a !== void 0 ? _a : "";
message.certainty = (_b = object.certainty) !== null && _b !== void 0 ? _b : undefined;
message.distance = (_c = object.distance) !== null && _c !== void 0 ? _c : undefined;
message.targetVectors = ((_d = object.targetVectors) === null || _d === void 0 ? void 0 : _d.map((e) => e)) || [];
message.targets = (object.targets !== undefined && object.targets !== null)
? Targets.fromPartial(object.targets)
: undefined;
return message;
},
};
function createBaseNearTextSearch() {
return {
query: [],
certainty: undefined,
distance: undefined,
moveTo: undefined,
moveAway: undefined,
targetVectors: [],
targets: undefined,
};
}
export const NearTextSearch = {
encode(message, writer = _m0.Writer.create()) {
for (const v of message.query) {
writer.uint32(10).string(v);
}
if (message.certainty !== undefined) {
writer.uint32(17).double(message.certainty);
}
if (message.distance !== undefined) {
writer.uint32(25).double(message.distance);
}
if (message.moveTo !== undefined) {
NearTextSearch_Move.encode(message.moveTo, writer.uint32(34).fork()).ldelim();
}
if (message.moveAway !== undefined) {
NearTextSearch_Move.encode(message.moveAway, writer.uint32(42).fork()).ldelim();
}
for (const v of message.targetVectors) {
writer.uint32(50).string(v);
}
if (message.targets !== undefined) {
Targets.encode(message.targets, writer.uint32(58).fork()).ldelim();
}
return writer;
},
decode(input, length) {
const reader = input instanceof _m0.Reader ? input : _m0.Reader.create(input);
let end = length === undefined ? reader.len : reader.pos + length;
const message = createBaseNearTextSearch();
while (reader.pos < end) {
const tag = reader.uint32();
switch (tag >>> 3) {
case 1:
if (tag !== 10) {
break;
}
message.query.push(reader.string());
continue;
case 2:
if (tag !== 17) {
break;
}
message.certainty = reader.double();
continue;
case 3:
if (tag !== 25) {
break;
}
message.distance = reader.double();
continue;
case 4:
if (tag !== 34) {
break;
}
message.moveTo = NearTextSearch_Move.decode(reader, reader.uint32());
continue;
case 5:
if (tag !== 42) {
break;
}
message.moveAway = NearTextSearch_Move.decode(reader, reader.uint32());
continue;
case 6:
if (tag !== 50) {
break;
}
message.targetVectors.push(reader.string());
continue;
case 7:
if (tag !== 58) {
break;
}
message.targets = Targets.decode(reader, reader.uint32());
continue;
}
if ((tag & 7) === 4 || tag === 0) {
break;
}
reader.skipType(tag & 7);
}
return message;
},
fromJSON(object) {
return {
query: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.query) ? object.query.map((e) => globalThis.String(e)) : [],
certainty: isSet(object.certainty) ? globalThis.Number(object.certainty) : undefined,
distance: isSet(object.distance) ? globalThis.Number(object.distance) : undefined,
moveTo: isSet(object.moveTo) ? NearTextSearch_Move.fromJSON(object.moveTo) : undefined,
moveAway: isSet(object.moveAway) ? NearTextSearch_Move.fromJSON(object.moveAway) : undefined,
targetVectors: globalThis.Array.isArray(object === null || object === void 0 ? void 0 : object.targetVectors)
? object.targetVectors.map((e) => globalThis.String(e))
: [],
targets: isSet(object.targets) ? Targets.fromJSON(object.targets) : undefined,
};
},
toJSON(message) {
var _a, _b;
const obj = {};
if ((_a = message.query) === null || _a === void 0 ? void 0 : _a.length) {
obj.query = message.query;
}
if (message.certainty !== undefined) {
obj.certainty = message.certainty;
}
if (message.distance !== undefined) {
obj.distance = message.distance;
}
if (message.moveTo !== undefined) {
obj.moveTo = NearTextSearch_Move.toJSON(message.moveTo);
}
if (message.moveAway !== undefined) {
obj.moveAway = NearTextSearch_Move.toJSON(message.moveAway);
}
if ((_b = message.targetVectors) === null || _b === void 0 ? void 0 : _b.length) {
obj.targetVectors = message.targetVectors;
}
if (message.targets !== undefined) {
obj.targets = Targets.toJSON(message.targets);
}
return obj;
},
create(base) {
return NearTextSearch.fromPartial(base !== null && base !== void 0 ? base : {});