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DataFrameJSON: add string enums inflation of field values (#54938)
Co-authored-by: Ryan McKinley <ryantxu@gmail.com>
This commit is contained in:
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@ -109,14 +109,11 @@ exports[`better eslint`] = {
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],
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"packages/grafana-data/src/dataframe/DataFrameJSON.ts:5381": [
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[0, 0, 0, "Unexpected any. Specify a different type.", "0"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "1"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "2"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "3"],
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[0, 0, 0, "Do not use any type assertions.", "1"],
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[0, 0, 0, "Do not use any type assertions.", "2"],
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[0, 0, 0, "Do not use any type assertions.", "3"],
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[0, 0, 0, "Do not use any type assertions.", "4"],
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[0, 0, 0, "Do not use any type assertions.", "5"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "6"],
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[0, 0, 0, "Do not use any type assertions.", "7"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "8"]
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[0, 0, 0, "Unexpected any. Specify a different type.", "5"]
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],
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"packages/grafana-data/src/dataframe/DataFrameView.test.ts:5381": [
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[0, 0, 0, "Unexpected any. Specify a different type.", "0"],
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@ -3708,6 +3705,9 @@ exports[`better eslint`] = {
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[0, 0, 0, "Unexpected any. Specify a different type.", "0"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "1"]
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],
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"public/app/features/dashboard/components/DebugWizard/randomizer.ts:5381": [
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[0, 0, 0, "Do not use any type assertions.", "0"]
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],
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"public/app/features/dashboard/components/Inspector/PanelInspectActions.tsx:5381": [
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[0, 0, 0, "Do not use any type assertions.", "0"],
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[0, 0, 0, "Do not use any type assertions.", "1"],
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@ -7110,10 +7110,10 @@ exports[`better eslint`] = {
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[0, 0, 0, "Unexpected any. Specify a different type.", "4"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "5"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "6"],
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[0, 0, 0, "Do not use any type assertions.", "7"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "7"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "8"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "9"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "10"],
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[0, 0, 0, "Do not use any type assertions.", "9"],
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[0, 0, 0, "Do not use any type assertions.", "10"],
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[0, 0, 0, "Do not use any type assertions.", "11"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "12"],
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[0, 0, 0, "Unexpected any. Specify a different type.", "13"],
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@ -83,5 +83,59 @@ describe('DataFrame JSON', () => {
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}
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`);
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});
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it('should inflate values from enums and switch to string field type', () => {
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const json: DataFrameJSON = {
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schema: {
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fields: [
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{ name: 'time', type: FieldType.time },
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{ name: 'value', type: FieldType.number },
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],
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},
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data: {
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values: [
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[100, 200, 300, 400],
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[1, 0, 2, 1],
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],
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enums: [
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null, // nothing to replace, but keeps the index
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['foo', 'bar', 'baz'],
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],
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},
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};
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const frame = dataFrameFromJSON(json);
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expect(frame).toMatchInlineSnapshot(`
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Object {
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"fields": Array [
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Object {
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"config": Object {},
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"entities": Object {},
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"name": "time",
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"type": "time",
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"values": Array [
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100,
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200,
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300,
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400,
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],
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},
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Object {
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"config": Object {},
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"entities": Object {},
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"name": "value",
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"type": "string",
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"values": Array [
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"bar",
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"foo",
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"baz",
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"bar",
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],
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},
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],
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"length": 4,
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}
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`);
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});
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});
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});
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@ -20,6 +20,8 @@ export interface DataFrameJSON {
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data?: DataFrameData;
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}
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type FieldValues = unknown[];
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/**
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* @alpha
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*/
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@ -27,7 +29,7 @@ export interface DataFrameData {
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/**
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* A columnar store that matches fields defined by schema.
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*/
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values: any[][];
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values: FieldValues[];
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/**
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* Since JSON cannot encode NaN, Inf, -Inf, and undefined, these entities
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@ -48,10 +50,12 @@ export interface DataFrameData {
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factors?: number[];
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/**
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* Holds enums per field so we can encode recurring values as ints
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* Holds enums per field so we can encode recurring string values as ints
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* e.g. ["foo", "foo", "baz", "foo"] -> ["foo", "baz"] + [0,0,1,0]
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*
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* NOTE: currently only decoding is implemented
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*/
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enums?: any[][];
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enums?: Array<string[] | null>;
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}
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/**
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@ -117,10 +121,7 @@ const ENTITY_MAP: Record<keyof FieldValueEntityLookup, any> = {
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/**
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* @internal use locally
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*/
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export function decodeFieldValueEntities(lookup: FieldValueEntityLookup, values: any[]) {
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if (!lookup || !values) {
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return;
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}
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export function decodeFieldValueEntities(lookup: FieldValueEntityLookup, values: FieldValues) {
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for (const key in lookup) {
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const repl = ENTITY_MAP[key as keyof FieldValueEntityLookup];
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for (const idx of lookup[key as keyof FieldValueEntityLookup]!) {
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@ -131,7 +132,16 @@ export function decodeFieldValueEntities(lookup: FieldValueEntityLookup, values:
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}
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}
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function guessFieldType(name: string, values: any[]): FieldType {
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/**
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* @internal use locally
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*/
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export function decodeFieldValueEnums(lookup: string[], values: FieldValues) {
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for (let i = 0; i < values.length; i++) {
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values[i] = lookup[values[i] as number];
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}
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}
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function guessFieldType(name: string, values: FieldValues): FieldType {
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for (const v of values) {
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if (v != null) {
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return guessFieldTypeFromNameAndValue(name, v);
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@ -157,6 +167,7 @@ export function dataFrameFromJSON(dto: DataFrameJSON): DataFrame {
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const fields = schema.fields.map((f, index) => {
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let buffer = data ? data.values[index] : [];
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let origLen = buffer.length;
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let type = f.type;
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if (origLen !== length) {
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buffer.length = length;
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@ -164,17 +175,24 @@ export function dataFrameFromJSON(dto: DataFrameJSON): DataFrame {
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buffer.fill(undefined, origLen);
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}
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let entities: FieldValueEntityLookup | undefined | null;
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let entities = data?.entities?.[index];
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if ((entities = data && data.entities && data.entities[index])) {
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if (entities) {
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decodeFieldValueEntities(entities, buffer);
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}
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// TODO: expand arrays further using bases,factors,enums
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let enums = data?.enums?.[index];
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if (enums) {
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decodeFieldValueEnums(enums, buffer);
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type = FieldType.string;
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}
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// TODO: expand arrays further using bases,factors
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return {
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...f,
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type: f.type ?? guessFieldType(f.name, buffer),
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type: type ?? guessFieldType(f.name, buffer),
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config: f.config ?? {},
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values: new ArrayVector(buffer),
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// the presence of this prop is an optimization signal & lookup for consumers
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@ -66,7 +66,8 @@ export function randomizeData(data: DataFrameJSON[], opts: Randomize): DataFrame
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if (opts.values) {
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schema.fields.forEach((f, idx) => {
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if (f.type === FieldType.string && data) {
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const v = data.values[idx].map((v) => rand(v));
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// eslint-ignore-next-line
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const v = data.values[idx].map((v) => rand(v as string));
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data.values[idx] = v;
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}
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});
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@ -312,7 +312,7 @@ export class StreamingDataFrame implements DataFrame {
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this.fields = values.map((vals, idx) => {
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let name = `Field ${idx}`;
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let type = guessFieldTypeFromValue(vals[0]);
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const isTime = idx === 0 && type === FieldType.number && vals[0] > 1600016688632;
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const isTime = idx === 0 && type === FieldType.number && (vals as number[])[0] > 1600016688632;
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if (isTime) {
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type = FieldType.time;
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name = 'Time';
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@ -82,7 +82,7 @@ export class PostgresDatasource extends DataSourceWithBackend<PostgresQuery, Pos
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return {
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refId: target.refId,
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datasource: this.getRef(),
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rawSql: queryModel.render(this.interpolateVariable as any),
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rawSql: queryModel.render(this.interpolateVariable),
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format: target.format,
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};
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}
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@ -189,7 +189,7 @@ export class PostgresDatasource extends DataSourceWithBackend<PostgresQuery, Pos
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const results = value.data.results['meta'];
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if (results.frames) {
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// This returns number
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return results.frames[0].data?.values[0][0].toString();
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return (results.frames[0].data?.values[0] as number[])[0].toString();
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}
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return '';
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}
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@ -200,7 +200,7 @@ export class PostgresDatasource extends DataSourceWithBackend<PostgresQuery, Pos
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);
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const results = value.data.results['meta'];
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if (results.frames) {
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return results.frames[0].data?.values[0][0];
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return results.frames[0].data?.values[0][0] as string[];
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}
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return undefined;
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}
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