1
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mirror of https://github.com/redis/node-redis.git synced 2025-08-04 15:02:09 +03:00

fix #2189 - add graph --compact support (#2305)

* fix #2189 - add graph --compact support

* clean code

* fix graph string param escaping

* fix "is not assignable to parameter of type 'GraphClientType'"

* fix README
This commit is contained in:
Leibale Eidelman
2022-11-01 15:45:35 -04:00
committed by GitHub
parent 64f86d6a00
commit 1c6d74ffcb
12 changed files with 713 additions and 77 deletions

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@@ -2,34 +2,31 @@
Example usage:
```javascript
import { createClient } from 'redis';
import { createClient, Graph } from 'redis';
const client = createClient();
client.on('error', (err) => console.log('Redis Client Error', err));
await client.connect();
await client.graph.query(
'graph',
"CREATE (:Rider { name: 'Buzz Aldrin' })-[:rides]->(:Team { name: 'Apollo' })"
const graph = new Graph(client, 'graph');
await graph.query(
'CREATE (:Rider { name: $riderName })-[:rides]->(:Team { name: $teamName })',
{
params: {
riderName: 'Buzz Aldrin',
teamName: 'Apollo'
}
}
);
const result = await client.graph.query(
'graph',
`MATCH (r:Rider)-[:rides]->(t:Team) WHERE t.name = 'Apollo' RETURN r.name, t.name`
const result = await graph.roQuery(
'MATCH (r:Rider)-[:rides]->(t:Team { name: $name }) RETURN r.name AS name',
{
name: 'Apollo'
}
);
console.log(result);
```
Output from console log:
```json
{
headers: [ 'r.name', 't.name' ],
data: [ [ 'Buzz Aldrin', 'Apollo' ] ],
metadata: [
'Cached execution: 0',
'Query internal execution time: 0.431700 milliseconds'
]
}
console.log(result.data); // [{ name: 'Buzz Aldrin' }]
```

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@@ -5,18 +5,13 @@ import { transformArguments } from './QUERY';
describe('QUERY', () => {
it('transformArguments', () => {
assert.deepEqual(
transformArguments('key', '*', 100),
['GRAPH.QUERY', 'key', '*', '100']
transformArguments('key', 'query'),
['GRAPH.QUERY', 'key', 'query']
);
});
testUtils.testWithClient('client.graph.query', async client => {
await client.graph.query('key',
"CREATE (r:human {name:'roi', age:34}), (a:human {name:'amit', age:32}), (r)-[:knows]->(a)"
);
const reply = await client.graph.query('key',
"MATCH (r:human)-[:knows]->(a:human) RETURN r.age, r.name"
);
assert.equal(reply.data.length, 1);
const { data } = await client.graph.query('key', 'RETURN 0');
assert.deepEqual(data, [[0]]);
}, GLOBAL.SERVERS.OPEN);
});

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@@ -1,24 +1,26 @@
import { RedisCommandArgument, RedisCommandArguments } from '@redis/client/dist/lib/commands/index';
import { pushQueryArguments } from '.';
import { pushQueryArguments, QueryOptionsBackwardCompatible } from '.';
export const FIRST_KEY_INDEX = 1;
export function transformArguments(
graph: RedisCommandArgument,
query: RedisCommandArgument,
timeout?: number
options?: QueryOptionsBackwardCompatible,
compact?: boolean
): RedisCommandArguments {
return pushQueryArguments(
['GRAPH.QUERY'],
graph,
query,
timeout
options,
compact
);
}
type Headers = Array<string>;
type Data = Array<Array<string | number | null>>;
type Data = Array<string | number | null | Data>;
type Metadata = Array<string>;
@@ -26,16 +28,26 @@ type QueryRawReply = [
headers: Headers,
data: Data,
metadata: Metadata
] | [
metadata: Metadata
];
interface QueryReply {
headers: Headers,
data: Data,
metadata: Metadata
export type QueryReply = {
headers: undefined;
data: undefined;
metadata: Metadata;
} | {
headers: Headers;
data: Data;
metadata: Metadata;
};
export function transformReply(reply: QueryRawReply): QueryReply {
return {
return reply.length === 1 ? {
headers: undefined,
data: undefined,
metadata: reply[0]
} : {
headers: reply[0],
data: reply[1],
metadata: reply[2]

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@@ -1,22 +0,0 @@
import { strict as assert } from 'assert';
import testUtils, { GLOBAL } from '../test-utils';
import { transformArguments } from './QUERY_RO';
describe('QUERY_RO', () => {
it('transformArguments', () => {
assert.deepEqual(
transformArguments('key', '*', 100),
['GRAPH.RO_QUERY', 'key', '*', '100']
);
});
testUtils.testWithClient('client.graph.queryRo', async client => {
await client.graph.query('key',
"CREATE (r:human {name:'roi', age:34}), (a:human {name:'amit', age:32}), (r)-[:knows]->(a)"
);
const reply = await client.graph.queryRo('key',
"MATCH (r:human)-[:knows]->(a:human) RETURN r.age, r.name"
);
assert.equal(reply.data.length, 1);
}, GLOBAL.SERVERS.OPEN);
});

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@@ -0,0 +1,17 @@
import { strict as assert } from 'assert';
import testUtils, { GLOBAL } from '../test-utils';
import { transformArguments } from './RO_QUERY';
describe('RO_QUERY', () => {
it('transformArguments', () => {
assert.deepEqual(
transformArguments('key', 'query'),
['GRAPH.RO_QUERY', 'key', 'query']
);
});
testUtils.testWithClient('client.graph.roQuery', async client => {
const { data } = await client.graph.roQuery('key', 'RETURN 0');
assert.deepEqual(data, [[0]]);
}, GLOBAL.SERVERS.OPEN);
});

View File

@@ -1,5 +1,5 @@
import { RedisCommandArgument, RedisCommandArguments } from '@redis/client/dist/lib/commands';
import { pushQueryArguments } from '.';
import { pushQueryArguments, QueryOptionsBackwardCompatible } from '.';
export { FIRST_KEY_INDEX } from './QUERY';
@@ -8,13 +8,15 @@ export const IS_READ_ONLY = true;
export function transformArguments(
graph: RedisCommandArgument,
query: RedisCommandArgument,
timeout?: number
options?: QueryOptionsBackwardCompatible,
compact?: boolean
): RedisCommandArguments {
return pushQueryArguments(
['GRAPH.RO_QUERY'],
graph,
query,
timeout
options,
compact
);
}

View File

@@ -0,0 +1,62 @@
import { strict as assert } from 'assert';
import { pushQueryArguments } from '.';
describe('pushQueryArguments', () => {
it('simple', () => {
assert.deepEqual(
pushQueryArguments(['GRAPH.QUERY'], 'graph', 'query'),
['GRAPH.QUERY', 'graph', 'query']
);
});
describe('params', () => {
it('all types', () => {
assert.deepEqual(
pushQueryArguments(['GRAPH.QUERY'], 'graph', 'query', {
params: {
null: null,
string: '"\\',
number: 0,
boolean: false,
array: [0],
object: {a: 0}
}
}),
['GRAPH.QUERY', 'graph', 'CYPHER null=null string="\\"\\\\" number=0 boolean=false array=[0] object={a:0} query']
);
});
it('TypeError', () => {
assert.throws(() => {
pushQueryArguments(['GRAPH.QUERY'], 'graph', 'query', {
params: {
a: undefined as any
}
})
}, TypeError);
});
});
it('TIMEOUT backward compatible', () => {
assert.deepEqual(
pushQueryArguments(['GRAPH.QUERY'], 'graph', 'query', 1),
['GRAPH.QUERY', 'graph', 'query', 'TIMEOUT', '1']
);
});
it('TIMEOUT', () => {
assert.deepEqual(
pushQueryArguments(['GRAPH.QUERY'], 'graph', 'query', {
TIMEOUT: 1
}),
['GRAPH.QUERY', 'graph', 'query', 'TIMEOUT', '1']
);
});
it('compact', () => {
assert.deepEqual(
pushQueryArguments(['GRAPH.QUERY'], 'graph', 'query', undefined, true),
['GRAPH.QUERY', 'graph', 'query', '--compact']
);
});
});

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@@ -4,8 +4,8 @@ import * as DELETE from './DELETE';
import * as EXPLAIN from './EXPLAIN';
import * as LIST from './LIST';
import * as PROFILE from './PROFILE';
import * as QUERY_RO from './QUERY_RO';
import * as QUERY from './QUERY';
import * as RO_QUERY from './RO_QUERY';
import * as SLOWLOG from './SLOWLOG';
import { RedisCommandArgument, RedisCommandArguments } from '@redis/client/dist/lib/commands';
@@ -22,28 +22,93 @@ export default {
list: LIST,
PROFILE,
profile: PROFILE,
QUERY_RO,
queryRo: QUERY_RO,
QUERY,
query: QUERY,
RO_QUERY,
roQuery: RO_QUERY,
SLOWLOG,
slowLog: SLOWLOG
};
type QueryParam = null | string | number | boolean | QueryParams | Array<QueryParam>;
type QueryParams = {
[key: string]: QueryParam;
};
export interface QueryOptions {
params?: QueryParams;
TIMEOUT?: number;
}
export type QueryOptionsBackwardCompatible = QueryOptions | number;
export function pushQueryArguments(
args: RedisCommandArguments,
graph: RedisCommandArgument,
query: RedisCommandArgument,
timeout?: number
options?: QueryOptionsBackwardCompatible,
compact?: boolean
): RedisCommandArguments {
args.push(
graph,
query
);
args.push(graph);
if (timeout !== undefined) {
args.push(timeout.toString());
if (typeof options === 'number') {
args.push(query);
pushTimeout(args, options);
} else {
args.push(
options?.params ?
`CYPHER ${queryParamsToString(options.params)} ${query}` :
query
);
if (options?.TIMEOUT !== undefined) {
pushTimeout(args, options.TIMEOUT);
}
}
if (compact) {
args.push('--compact');
}
return args;
}
}
function pushTimeout(args: RedisCommandArguments, timeout: number): void {
args.push('TIMEOUT', timeout.toString());
}
function queryParamsToString(params: QueryParams): string {
const parts = [];
for (const [key, value] of Object.entries(params)) {
parts.push(`${key}=${queryParamToString(value)}`);
}
return parts.join(' ');
}
function queryParamToString(param: QueryParam): string {
if (param === null) {
return 'null';
}
switch (typeof param) {
case 'string':
return `"${param.replace(/["\\]/g, '\\$&')}"`;
case 'number':
case 'boolean':
return param.toString();
}
if (Array.isArray(param)) {
return `[${param.map(queryParamToString).join(',')}]`;
} else if (typeof param === 'object') {
const body = [];
for (const [key, value] of Object.entries(param)) {
body.push(`${key}:${queryParamToString(value)}`);
}
return `{${body.join(',')}}`;
} else {
throw new TypeError(`Unexpected param type ${typeof param} ${param}`)
}
}

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@@ -0,0 +1,148 @@
import { strict as assert } from 'assert';
import testUtils, { GLOBAL } from './test-utils';
import Graph from './graph';
describe('Graph', () => {
testUtils.testWithClient('null', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN null AS key');
assert.deepEqual(
data,
[{ key: null }]
);
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('string', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN "string" AS key');
assert.deepEqual(
data,
[{ key: 'string' }]
);
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('integer', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN 0 AS key');
assert.deepEqual(
data,
[{ key: 0 }]
);
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('boolean', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN false AS key');
assert.deepEqual(
data,
[{ key: false }]
);
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('double', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN 0.1 AS key');
assert.deepEqual(
data,
[{ key: 0.1 }]
);
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('array', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN [null] AS key');
assert.deepEqual(
data,
[{ key: [null] }]
);
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('edge', async client => {
const graph = new Graph(client as any, 'graph');
// check with and without metadata cache
for (let i = 0; i < 2; i++) {
const { data } = await graph.query('CREATE ()-[edge :edge]->() RETURN edge');
assert.ok(Array.isArray(data));
assert.equal(data.length, 1);
assert.equal(typeof data[0].edge.id, 'number');
assert.equal(data[0].edge.relationshipType, 'edge');
assert.equal(typeof data[0].edge.sourceId, 'number');
assert.equal(typeof data[0].edge.destinationId, 'number');
assert.deepEqual(data[0].edge.properties, {});
}
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('node', async client => {
const graph = new Graph(client as any, 'graph');
// check with and without metadata cache
for (let i = 0; i < 2; i++) {
const { data } = await graph.query('CREATE (node :node { p: 0 }) RETURN node');
assert.ok(Array.isArray(data));
assert.equal(data.length, 1);
assert.equal(typeof data[0].node.id, 'number');
assert.deepEqual(data[0].node.labels, ['node']);
assert.deepEqual(data[0].node.properties, { p: 0 });
}
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('path', async client => {
const graph = new Graph(client as any, 'graph'),
[, { data }] = await Promise.all([
await graph.query('CREATE ()-[:edge]->()'),
await graph.roQuery('MATCH path = ()-[:edge]->() RETURN path')
]);
assert.ok(Array.isArray(data));
assert.equal(data.length, 1);
assert.ok(Array.isArray(data[0].path.nodes));
assert.equal(data[0].path.nodes.length, 2);
for (const node of data[0].path.nodes) {
assert.equal(typeof node.id, 'number');
assert.deepEqual(node.labels, []);
assert.deepEqual(node.properties, {});
}
assert.ok(Array.isArray(data[0].path.edges));
assert.equal(data[0].path.edges.length, 1);
for (const edge of data[0].path.edges) {
assert.equal(typeof edge.id, 'number');
assert.equal(edge.relationshipType, 'edge');
assert.equal(typeof edge.sourceId, 'number');
assert.equal(typeof edge.destinationId, 'number');
assert.deepEqual(edge.properties, {});
}
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('map', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN { key: "value" } AS map');
assert.deepEqual(data, [{
map: {
key: 'value'
}
}]);
}, GLOBAL.SERVERS.OPEN);
testUtils.testWithClient('point', async client => {
const graph = new Graph(client as any, 'graph'),
{ data } = await graph.roQuery('RETURN point({ latitude: 1, longitude: 2 }) AS point');
assert.deepEqual(data, [{
point: {
latitude: 1,
longitude: 2
}
}]);
}, GLOBAL.SERVERS.OPEN);
});

359
packages/graph/lib/graph.ts Normal file
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@@ -0,0 +1,359 @@
import { RedisClientType } from '@redis/client/dist/lib/client/index';
import { RedisCommandArgument, RedisFunctions, RedisScripts } from '@redis/client/dist/lib/commands';
import { QueryOptions } from './commands';
import { QueryReply } from './commands/QUERY';
interface GraphMetadata {
labels: Array<string>;
relationshipTypes: Array<string>;
propertyKeys: Array<string>;
}
// https://github.com/RedisGraph/RedisGraph/blob/master/src/resultset/formatters/resultset_formatter.h#L20
enum GraphValueTypes {
UNKNOWN = 0,
NULL = 1,
STRING = 2,
INTEGER = 3,
BOOLEAN = 4,
DOUBLE = 5,
ARRAY = 6,
EDGE = 7,
NODE = 8,
PATH = 9,
MAP = 10,
POINT = 11
}
type GraphEntityRawProperties = Array<[
id: number,
...value: GraphRawValue
]>;
type GraphEdgeRawValue = [
GraphValueTypes.EDGE,
[
id: number,
relationshipTypeId: number,
sourceId: number,
destinationId: number,
properties: GraphEntityRawProperties
]
];
type GraphNodeRawValue = [
GraphValueTypes.NODE,
[
id: number,
labelIds: Array<number>,
properties: GraphEntityRawProperties
]
];
type GraphPathRawValue = [
GraphValueTypes.PATH,
[
nodes: [
GraphValueTypes.ARRAY,
Array<GraphNodeRawValue>
],
edges: [
GraphValueTypes.ARRAY,
Array<GraphEdgeRawValue>
]
]
];
type GraphMapRawValue = [
GraphValueTypes.MAP,
Array<string | GraphRawValue>
];
type GraphRawValue = [
GraphValueTypes.NULL,
null
] | [
GraphValueTypes.STRING,
string
] | [
GraphValueTypes.INTEGER,
number
] | [
GraphValueTypes.BOOLEAN,
string
] | [
GraphValueTypes.DOUBLE,
string
] | [
GraphValueTypes.ARRAY,
Array<GraphRawValue>
] | GraphEdgeRawValue | GraphNodeRawValue | GraphPathRawValue | GraphMapRawValue | [
GraphValueTypes.POINT,
[
latitude: string,
longitude: string
]
];
type GraphEntityProperties = Record<string, GraphValue>;
interface GraphEdge {
id: number;
relationshipType: string;
sourceId: number;
destinationId: number;
properties: GraphEntityProperties;
}
interface GraphNode {
id: number;
labels: Array<string>;
properties: GraphEntityProperties;
}
interface GraphPath {
nodes: Array<GraphNode>;
edges: Array<GraphEdge>;
}
type GraphMap = {
[key: string]: GraphValue;
};
type GraphValue = null | string | number | boolean | Array<GraphValue> | {
} | GraphEdge | GraphNode | GraphPath | GraphMap | {
latitude: string;
longitude: string;
};
type GraphReply<T> = Omit<QueryReply, 'headers' | 'data'> & {
data?: Array<T>;
};
type GraphClientType = RedisClientType<{
graph: {
query: typeof import('./commands/QUERY'),
roQuery: typeof import('./commands/RO_QUERY')
}
}, RedisFunctions, RedisScripts>;
export default class Graph {
#client: GraphClientType;
#name: string;
#metadata?: GraphMetadata;
constructor(
client: GraphClientType,
name: string
) {
this.#client = client;
this.#name = name;
}
async query<T>(
query: RedisCommandArgument,
options?: QueryOptions
) {
return this.#parseReply<T>(
await this.#client.graph.query(
this.#name,
query,
options,
true
)
);
}
async roQuery<T>(
query: RedisCommandArgument,
options?: QueryOptions
) {
return this.#parseReply<T>(
await this.#client.graph.roQuery(
this.#name,
query,
options,
true
)
);
}
#setMetadataPromise?: Promise<GraphMetadata>;
#updateMetadata(): Promise<GraphMetadata> {
this.#setMetadataPromise ??= this.#setMetadata()
.finally(() => this.#setMetadataPromise = undefined);
return this.#setMetadataPromise;
}
// DO NOT use directly, use #updateMetadata instead
async #setMetadata(): Promise<GraphMetadata> {
const [labels, relationshipTypes, propertyKeys] = await Promise.all([
this.#client.graph.roQuery(this.#name, 'CALL db.labels()'),
this.#client.graph.roQuery(this.#name, 'CALL db.relationshipTypes()'),
this.#client.graph.roQuery(this.#name, 'CALL db.propertyKeys()')
]);
this.#metadata = {
labels: this.#cleanMetadataArray(labels.data as Array<[string]>),
relationshipTypes: this.#cleanMetadataArray(relationshipTypes.data as Array<[string]>),
propertyKeys: this.#cleanMetadataArray(propertyKeys.data as Array<[string]>)
};
return this.#metadata;
}
#cleanMetadataArray(arr: Array<[string]>): Array<string> {
return arr.map(([value]) => value);
}
#getMetadata<T extends keyof GraphMetadata>(
key: T,
id: number
): GraphMetadata[T][number] | Promise<GraphMetadata[T][number]> {
return this.#metadata?.[key][id] ?? this.#getMetadataAsync(key, id);
}
// DO NOT use directly, use #getMetadata instead
async #getMetadataAsync<T extends keyof GraphMetadata>(
key: T,
id: number
): Promise<GraphMetadata[T][number]> {
const value = (await this.#updateMetadata())[key][id];
if (value === undefined) throw new Error(`Cannot find value from ${key}[${id}]`);
return value;
}
async #parseReply<T>(reply: QueryReply): Promise<GraphReply<T>> {
if (!reply.data) return reply;
const promises: Array<Promise<unknown>> = [],
parsed = {
metadata: reply.metadata,
data: reply.data!.map((row: any) => {
const data: Record<string, GraphValue> = {};
for (let i = 0; i < row.length; i++) {
data[reply.headers[i][1]] = this.#parseValue(row[i], promises);
}
return data as unknown as T;
})
};
if (promises.length) await Promise.all(promises);
return parsed;
}
#parseValue([valueType, value]: GraphRawValue, promises: Array<Promise<unknown>>): GraphValue {
switch (valueType) {
case GraphValueTypes.NULL:
return null;
case GraphValueTypes.STRING:
case GraphValueTypes.INTEGER:
return value;
case GraphValueTypes.BOOLEAN:
return value === 'true';
case GraphValueTypes.DOUBLE:
return parseFloat(value);
case GraphValueTypes.ARRAY:
return value.map(x => this.#parseValue(x, promises));
case GraphValueTypes.EDGE:
return this.#parseEdge(value, promises);
case GraphValueTypes.NODE:
return this.#parseNode(value, promises);
case GraphValueTypes.PATH:
return {
nodes: value[0][1].map(([, node]) => this.#parseNode(node, promises)),
edges: value[1][1].map(([, edge]) => this.#parseEdge(edge, promises))
};
case GraphValueTypes.MAP:
const map: GraphMap = {};
for (let i = 0; i < value.length; i++) {
map[value[i++] as string] = this.#parseValue(value[i] as GraphRawValue, promises);
}
return map;
case GraphValueTypes.POINT:
return {
latitude: parseFloat(value[0]),
longitude: parseFloat(value[1])
};
default:
throw new Error(`unknown scalar type: ${valueType}`);
}
}
#parseEdge([
id,
relationshipTypeId,
sourceId,
destinationId,
properties
]: GraphEdgeRawValue[1], promises: Array<Promise<unknown>>): GraphEdge {
const edge = {
id,
sourceId,
destinationId,
properties: this.#parseProperties(properties, promises)
} as GraphEdge;
const relationshipType = this.#getMetadata('relationshipTypes', relationshipTypeId);
if (relationshipType instanceof Promise) {
promises.push(
relationshipType.then(value => edge.relationshipType = value)
);
} else {
edge.relationshipType = relationshipType;
}
return edge;
}
#parseNode([
id,
labelIds,
properties
]: GraphNodeRawValue[1], promises: Array<Promise<unknown>>): GraphNode {
const labels = new Array<string>(labelIds.length);
for (let i = 0; i < labelIds.length; i++) {
const value = this.#getMetadata('labels', labelIds[i]);
if (value instanceof Promise) {
promises.push(value.then(value => labels[i] = value));
} else {
labels[i] = value;
}
}
return {
id,
labels,
properties: this.#parseProperties(properties, promises)
};
}
#parseProperties(raw: GraphEntityRawProperties, promises: Array<Promise<unknown>>): GraphEntityProperties {
const parsed: GraphEntityProperties = {};
for (const [id, type, value] of raw) {
const parsedValue = this.#parseValue([type, value] as GraphRawValue, promises),
key = this.#getMetadata('propertyKeys', id);
if (key instanceof Promise) {
promises.push(key.then(key => parsed[key] = parsedValue));
} else {
parsed[key] = parsedValue;
}
}
return parsed;
}
}

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@@ -1 +1,2 @@
export { default } from './commands';
export { default as Graph } from './graph';

View File

@@ -1,8 +1,8 @@
import { createConnection } from 'net';
import { once } from 'events';
import { RedisModules, RedisFunctions, RedisScripts } from '@redis/client/lib/commands';
import RedisClient, { RedisClientType } from '@redis/client/lib/client';
import { promiseTimeout } from '@redis/client/lib/utils';
import { RedisModules, RedisFunctions, RedisScripts } from '@redis/client/dist/lib/commands';
import RedisClient, { RedisClientType } from '@redis/client/dist/lib/client';
import { promiseTimeout } from '@redis/client/dist/lib/utils';
import * as path from 'path';
import { promisify } from 'util';
import { exec } from 'child_process';