Feature/introduce asset sub class (#312)

* Introduce asset sub class

* Update changelog

CHANGELOG.md

@@ -10,6 +10,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Added
 
 - Added the subscription type to the users table of the admin control panel
+- Introduced the sub classification of assets
+
+### Todo
+
+- Apply data migration (`yarn database:push`)
 
 ## 1.41.0 - 21.08.2021
 

apps/api/src/app/portfolio/portfolio.service.ts

@@ -218,6 +218,7 @@ export class PortfolioService {
         allocationCurrent: value.div(totalValue).toNumber(),
         allocationInvestment: item.investment.div(totalInvestment).toNumber(),
         assetClass: symbolProfile.assetClass,
+        assetSubClass: symbolProfile.assetSubClass,
         countries: symbolProfile.countries,
         currency: item.currency,
         exchange: dataProviderResponse.exchange,

apps/api/src/services/data-gathering.service.ts

@@ -38,7 +38,7 @@ export class DataGatheringService {
 
     if (isDataGatheringNeeded) {
       console.log('7d data gathering has been started.');
-      console.time('7d-data-gathering');
+      console.time('data-gathering-7d');
 
       await this.prismaService.property.create({
         data: {
@@ -71,7 +71,7 @@ export class DataGatheringService {
       });
 
       console.log('7d data gathering has been completed.');
-      console.timeEnd('7d-data-gathering');
+      console.timeEnd('data-gathering-7d');
     }
   }
 
@@ -82,7 +82,7 @@ export class DataGatheringService {
 
     if (!isDataGatheringLocked) {
       console.log('Max data gathering has been started.');
-      console.time('max-data-gathering');
+      console.time('data-gathering-max');
 
       await this.prismaService.property.create({
         data: {
@@ -115,13 +115,13 @@ export class DataGatheringService {
       });
 
       console.log('Max data gathering has been completed.');
-      console.timeEnd('max-data-gathering');
+      console.timeEnd('data-gathering-max');
     }
   }
 
   public async gatherProfileData(aSymbols?: string[]) {
     console.log('Profile data gathering has been started.');
-    console.time('profile-data-gathering');
+    console.time('data-gathering-profile');
 
     let symbols = aSymbols;
 
@@ -136,12 +136,13 @@ export class DataGatheringService {
 
     for (const [
       symbol,
-      { assetClass, currency, dataSource, name }
+      { assetClass, assetSubClass, currency, dataSource, name }
     ] of Object.entries(currentData)) {
       try {
         await this.prismaService.symbolProfile.upsert({
           create: {
             assetClass,
+            assetSubClass,
             currency,
             dataSource,
             name,
@@ -149,6 +150,7 @@ export class DataGatheringService {
           },
           update: {
             assetClass,
+            assetSubClass,
             currency,
             name
           },
@@ -165,7 +167,7 @@ export class DataGatheringService {
     }
 
     console.log('Profile data gathering has been completed.');
-    console.timeEnd('profile-data-gathering');
+    console.timeEnd('data-gathering-profile');
   }
 
   public async gatherSymbols(aSymbolsWithStartDate: IDataGatheringItem[]) {

apps/api/src/services/data-provider/yahoo-finance/yahoo-finance.service.ts

@@ -8,7 +8,12 @@ import {
 } from '@ghostfolio/common/helper';
 import { Granularity } from '@ghostfolio/common/types';
 import { Injectable } from '@nestjs/common';
-import { AssetClass, Currency, DataSource } from '@prisma/client';
+import {
+  AssetClass,
+  AssetSubClass,
+  Currency,
+  DataSource
+} from '@prisma/client';
 import * as bent from 'bent';
 import Big from 'big.js';
 import { format } from 'date-fns';
@@ -22,6 +27,7 @@ import {
 } from '../../interfaces/interfaces';
 import {
   IYahooFinanceHistoricalResponse,
+  IYahooFinancePrice,
   IYahooFinanceQuoteResponse
 } from './interfaces/interfaces';
 
@@ -60,8 +66,11 @@ export class YahooFinanceService implements DataProviderInterface {
         // Convert symbols back
         const symbol = convertFromYahooSymbol(yahooSymbol);
 
+        const { assetClass, assetSubClass } = this.parseAssetClass(value.price);
+
         response[symbol] = {
-          assetClass: this.parseAssetClass(value.price?.quoteType),
+          assetClass,
+          assetSubClass,
           currency: parseCurrency(value.price?.currency),
           dataSource: DataSource.YAHOO,
           exchange: this.parseExchange(value.price?.exchangeName),
@@ -229,20 +238,29 @@ export class YahooFinanceService implements DataProviderInterface {
     return aSymbol;
   }
 
-  private parseAssetClass(aString: string): AssetClass {
+  private parseAssetClass(aPrice: IYahooFinancePrice): {
+    assetClass: AssetClass;
+    assetSubClass: AssetSubClass;
+  } {
     let assetClass: AssetClass;
+    let assetSubClass: AssetSubClass;
 
-    switch (aString?.toLowerCase()) {
+    switch (aPrice?.quoteType?.toLowerCase()) {
       case 'cryptocurrency':
         assetClass = AssetClass.CASH;
+        assetSubClass = AssetSubClass.CRYPTOCURRENCY;
         break;
       case 'equity':
+        assetClass = AssetClass.EQUITY;
+        assetSubClass = AssetSubClass.STOCK;
+        break;
       case 'etf':
         assetClass = AssetClass.EQUITY;
+        assetSubClass = AssetSubClass.ETF;
         break;
     }
 
-    return assetClass;
+    return { assetClass, assetSubClass };
   }
 
   private parseExchange(aString: string): string {

apps/api/src/services/interfaces/interfaces.ts

@@ -1,6 +1,7 @@
 import {
   Account,
   AssetClass,
+  AssetSubClass,
   Currency,
   DataSource,
   SymbolProfile
@@ -35,6 +36,7 @@ export interface IDataProviderHistoricalResponse {
 
 export interface IDataProviderResponse {
   assetClass?: AssetClass;
+  assetSubClass?: AssetSubClass;
   currency: Currency;
   dataSource: DataSource;
   exchange?: string;

apps/api/src/services/interfaces/symbol-profile.interface.ts

@@ -1,9 +1,15 @@
 import { Country } from '@ghostfolio/common/interfaces/country.interface';
 import { Sector } from '@ghostfolio/common/interfaces/sector.interface';
-import { AssetClass, Currency, DataSource } from '@prisma/client';
+import {
+  AssetClass,
+  AssetSubClass,
+  Currency,
+  DataSource
+} from '@prisma/client';
 
 export interface EnhancedSymbolProfile {
   assetClass: AssetClass;
+  assetSubClass: AssetSubClass;
   createdAt: Date;
   currency: Currency | null;
   dataSource: DataSource;

apps/client/src/app/components/portfolio-proportion-chart/portfolio-proportion-chart.component.ts

@@ -16,6 +16,7 @@ import { LinearScale } from 'chart.js';
 import { ArcElement } from 'chart.js';
 import { DoughnutController } from 'chart.js';
 import { Chart } from 'chart.js';
+import * as Color from 'color';
 
 @Component({
   selector: 'gf-portfolio-proportion-chart',
@@ -28,7 +29,7 @@ export class PortfolioProportionChartComponent
 {
   @Input() baseCurrency: Currency;
   @Input() isInPercent: boolean;
-  @Input() key: string;
+  @Input() keys: string[];
   @Input() locale: string;
   @Input() maxItems?: number;
   @Input() positions: {
@@ -65,24 +66,54 @@ export class PortfolioProportionChartComponent
   private initialize() {
     this.isLoading = true;
     const chartData: {
-      [symbol: string]: { color?: string; value: number };
+      [symbol: string]: {
+        color?: string;
+        subCategory: { [symbol: string]: { value: number } };
+        value: number;
+      };
     } = {};
 
     Object.keys(this.positions).forEach((symbol) => {
-      if (this.positions[symbol][this.key]) {
+      if (this.positions[symbol][this.keys[0]]) {
-        if (chartData[this.positions[symbol][this.key]]) {
+        if (chartData[this.positions[symbol][this.keys[0]]]) {
-          chartData[this.positions[symbol][this.key]].value +=
+          chartData[this.positions[symbol][this.keys[0]]].value +=
             this.positions[symbol].value;
+
+          if (
+            chartData[this.positions[symbol][this.keys[0]]].subCategory[
+              this.positions[symbol][this.keys[1]]
+            ]
+          ) {
+            chartData[this.positions[symbol][this.keys[0]]].subCategory[
+              this.positions[symbol][this.keys[1]]
+            ].value += this.positions[symbol].value;
+          } else {
+            chartData[this.positions[symbol][this.keys[0]]].subCategory[
+              this.positions[symbol][this.keys[1]] ?? UNKNOWN_KEY
+            ] = { value: this.positions[symbol].value };
+          }
         } else {
-          chartData[this.positions[symbol][this.key]] = {
+          chartData[this.positions[symbol][this.keys[0]]] = {
+            subCategory: {},
             value: this.positions[symbol].value
           };
+
+          if (this.positions[symbol][this.keys[1]]) {
+            chartData[this.positions[symbol][this.keys[0]]].subCategory = {
+              [this.positions[symbol][this.keys[1]]]: {
+                value: this.positions[symbol].value
+              }
+            };
+          }
         }
       } else {
         if (chartData[UNKNOWN_KEY]) {
           chartData[UNKNOWN_KEY].value += this.positions[symbol].value;
         } else {
           chartData[UNKNOWN_KEY] = {
+            subCategory: this.keys[1]
+              ? { [this.keys[1]]: { value: 0 } }
+              : undefined,
             value: this.positions[symbol].value
           };
         }
@@ -107,13 +138,17 @@ export class PortfolioProportionChartComponent
       });
 
       if (!unknownItem) {
-        const index = chartDataSorted.push([UNKNOWN_KEY, { value: 0 }]);
+        const index = chartDataSorted.push([
+          UNKNOWN_KEY,
+          { subCategory: {}, value: 0 }
+        ]);
         unknownItem = chartDataSorted[index];
       }
 
       rest.forEach((restItem) => {
         if (unknownItem?.[1]) {
           unknownItem[1] = {
+            subCategory: {},
             value: unknownItem[1].value + restItem[1].value
           };
         }
@@ -141,21 +176,53 @@ export class PortfolioProportionChartComponent
       }
     });
 
+    const backgroundColorSubCategory: string[] = [];
+    const dataSubCategory: number[] = [];
+    const labelSubCategory: string[] = [];
+
+    chartDataSorted.forEach(([, item]) => {
+      let lightnessRatio = 0.2;
+
+      Object.keys(item.subCategory).forEach((subCategory) => {
+        backgroundColorSubCategory.push(
+          Color(item.color).lighten(lightnessRatio).hex()
+        );
+        dataSubCategory.push(item.subCategory[subCategory].value);
+        labelSubCategory.push(subCategory);
+
+        lightnessRatio += 0.1;
+      });
+    });
+
+    const datasets = [
+      {
+        backgroundColor: chartDataSorted.map(([, item]) => {
+          return item.color;
+        }),
+        borderWidth: 0,
+        data: chartDataSorted.map(([, item]) => {
+          return item.value;
+        })
+      }
+    ];
+
+    let labels = chartDataSorted.map(([label]) => {
+      return label;
+    });
+
+    if (this.keys[1]) {
+      datasets.unshift({
+        backgroundColor: backgroundColorSubCategory,
+        borderWidth: 0,
+        data: dataSubCategory
+      });
+
+      labels = labelSubCategory.concat(labels);
+    }
+
     const data = {
-      datasets: [
+      datasets,
-        {
+      labels
-          backgroundColor: chartDataSorted.map(([, item]) => {
-            return item.color;
-          }),
-          borderWidth: 0,
-          data: chartDataSorted.map(([, item]) => {
-            return item.value;
-          })
-        }
-      ],
-      labels: chartDataSorted.map(([label]) => {
-        return label;
-      })
     };
 
     if (this.chartCanvas) {
@@ -166,13 +233,16 @@ export class PortfolioProportionChartComponent
         this.chart = new Chart(this.chartCanvas.nativeElement, {
           data,
           options: {
+            cutout: '70%',
             plugins: {
               legend: { display: false },
               tooltip: {
                 callbacks: {
                   label: (context) => {
-                    const label =
+                    const labelIndex =
-                      context.label === UNKNOWN_KEY ? 'Other' : context.label;
+                      (data.datasets[context.datasetIndex - 1]?.data?.length ??
+                        0) + context.dataIndex;
+                    const label = context.chart.data.labels[labelIndex];
 
                     if (this.isInPercent) {
                       const value = 100 * <number>context.raw;

apps/client/src/app/pages/portfolio/allocations/allocations-page.component.ts

@@ -3,7 +3,7 @@ import { ToggleOption } from '@ghostfolio/client/components/toggle/interfaces/to
 import { DataService } from '@ghostfolio/client/services/data.service';
 import { ImpersonationStorageService } from '@ghostfolio/client/services/impersonation-storage.service';
 import { UserService } from '@ghostfolio/client/services/user/user.service';
-import { UNKNOWN_KEY, ghostfolioCashSymbol } from '@ghostfolio/common/config';
+import { UNKNOWN_KEY } from '@ghostfolio/common/config';
 import {
   PortfolioDetails,
   PortfolioPosition,
@@ -129,6 +129,7 @@ export class AllocationsPageComponent implements OnDestroy, OnInit {
     )) {
       this.positions[symbol] = {
         assetClass: position.assetClass,
+        assetSubClass: position.assetSubClass,
         currency: position.currency,
         exchange: position.exchange,
         value:

apps/client/src/app/pages/portfolio/allocations/allocations-page.html

@@ -18,9 +18,9 @@
         </mat-card-header>
         <mat-card-content>
           <gf-portfolio-proportion-chart
-            key="name"
             [baseCurrency]="user?.settings?.baseCurrency"
             [isInPercent]="hasImpersonationId"
+            [keys]="['name']"
             [locale]="user?.settings?.locale"
             [positions]="accounts"
           ></gf-portfolio-proportion-chart>
@@ -40,9 +40,9 @@
         </mat-card-header>
         <mat-card-content>
           <gf-portfolio-proportion-chart
-            key="assetClass"
             [baseCurrency]="user?.settings?.baseCurrency"
             [isInPercent]="true"
+            [keys]="['assetClass', 'assetSubClass']"
             [locale]="user?.settings?.locale"
             [positions]="positions"
           ></gf-portfolio-proportion-chart>
@@ -62,9 +62,9 @@
         </mat-card-header>
         <mat-card-content>
           <gf-portfolio-proportion-chart
-            key="currency"
             [baseCurrency]="user?.settings?.baseCurrency"
             [isInPercent]="true"
+            [keys]="['currency']"
             [locale]="user?.settings?.locale"
             [positions]="positions"
           ></gf-portfolio-proportion-chart>
@@ -84,9 +84,9 @@
         </mat-card-header>
         <mat-card-content>
           <gf-portfolio-proportion-chart
-            key="name"
             [baseCurrency]="user?.settings?.baseCurrency"
             [isInPercent]="false"
+            [keys]="['name']"
             [locale]="user?.settings?.locale"
             [maxItems]="10"
             [positions]="sectors"
@@ -107,9 +107,9 @@
         </mat-card-header>
         <mat-card-content>
           <gf-portfolio-proportion-chart
-            key="name"
             [baseCurrency]="user?.settings?.baseCurrency"
             [isInPercent]="false"
+            [keys]="['name']"
             [locale]="user?.settings?.locale"
             [positions]="continents"
           ></gf-portfolio-proportion-chart>
@@ -129,7 +129,7 @@
         </mat-card-header>
         <mat-card-content>
           <gf-portfolio-proportion-chart
-            key="name"
+            [keys]="['name']"
             [baseCurrency]="user?.settings?.baseCurrency"
             [isInPercent]="false"
             [locale]="user?.settings?.locale"

libs/common/src/lib/interfaces/portfolio-position.interface.ts

@@ -1,5 +1,5 @@
 import { MarketState } from '@ghostfolio/api/services/interfaces/interfaces';
-import { AssetClass, Currency } from '@prisma/client';
+import { AssetClass, AssetSubClass, Currency } from '@prisma/client';
 
 import { Country } from './country.interface';
 import { Sector } from './sector.interface';
@@ -8,6 +8,7 @@ export interface PortfolioPosition {
   allocationCurrent: number;
   allocationInvestment: number;
   assetClass?: AssetClass;
+  assetSubClass?: AssetSubClass;
   countries: Country[];
   currency: Currency;
   exchange?: string;

package.json

@@ -82,6 +82,7 @@
     "cheerio": "1.0.0-rc.6",
     "class-transformer": "0.3.2",
     "class-validator": "0.13.1",
+    "color": "4.0.1",
     "countries-list": "2.6.1",
     "countup.js": "2.0.7",
     "cryptocurrencies": "7.0.0",
@@ -126,6 +127,7 @@
     "@nrwl/workspace": "12.5.4",
     "@types/big.js": "6.1.1",
     "@types/cache-manager": "3.4.0",
+    "@types/color": "3.0.2",
     "@types/jest": "26.0.20",
     "@types/lodash": "4.14.168",
     "@types/node": "14.14.33",

prisma/migrations/20210822200534_added_asset_sub_class_to_symbol_profile/migration.sql

@@ -0,0 +1,5 @@
+-- CreateEnum
+CREATE TYPE "AssetSubClass" AS ENUM ('CRYPTOCURRENCY', 'ETF', 'STOCK');
+
+-- AlterTable
+ALTER TABLE "SymbolProfile" ADD COLUMN     "assetSubClass" "AssetSubClass";

prisma/schema.prisma

@@ -117,17 +117,18 @@ model Settings {
 }
 
 model SymbolProfile {
-  assetClass AssetClass?
+  assetClass    AssetClass?
-  countries  Json?
+  assetSubClass AssetSubClass?
-  createdAt  DateTime    @default(now())
+  countries     Json?
-  currency   Currency?
+  createdAt     DateTime       @default(now())
-  dataSource DataSource
+  currency      Currency?
-  id         String      @id @default(uuid())
+  dataSource    DataSource
-  name       String?
+  id            String         @id @default(uuid())
-  Order      Order[]
+  name          String?
-  updatedAt  DateTime    @updatedAt
+  Order         Order[]
-  sectors    Json?
+  updatedAt     DateTime       @updatedAt
-  symbol     String
+  sectors       Json?
+  symbol        String
 
   @@unique([dataSource, symbol])
 }
@@ -174,6 +175,12 @@ enum AssetClass {
   EQUITY
 }
 
+enum AssetSubClass {
+  CRYPTOCURRENCY
+  ETF
+  STOCK
+}
+
 enum Currency {
   CHF
   EUR

yarn.lock

@@ -2567,6 +2567,25 @@
   resolved "https://registry.yarnpkg.com/@types/cache-manager/-/cache-manager-3.4.0.tgz#414136ea3807a8cd071b8f20370c5df5dbffd382"
   integrity sha512-XVbn2HS+O+Mk2SKRCjr01/8oD5p2Tv1fxxdBqJ0+Cl+UBNiz0WVY5rusHpMGx+qF6Vc2pnRwPVwSKbGaDApCpw==
 
+"@types/color-convert@*":
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/@types/color-convert/-/color-convert-2.0.0.tgz#8f5ee6b9e863dcbee5703f5a517ffb13d3ea4e22"
+  integrity sha512-m7GG7IKKGuJUXvkZ1qqG3ChccdIM/qBBo913z+Xft0nKCX4hAU/IxKwZBU4cpRZ7GS5kV4vOblUkILtSShCPXQ==
+  dependencies:
+    "@types/color-name" "*"
+
+"@types/color-name@*":
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/@types/color-name/-/color-name-1.1.1.tgz#1c1261bbeaa10a8055bbc5d8ab84b7b2afc846a0"
+  integrity sha512-rr+OQyAjxze7GgWrSaJwydHStIhHq2lvY3BOC2Mj7KnzI7XK0Uw1TOOdI9lDoajEbSWLiYgoo4f1R51erQfhPQ==
+
+"@types/color@3.0.2":
+  version "3.0.2"
+  resolved "https://registry.yarnpkg.com/@types/color/-/color-3.0.2.tgz#3779043e782f562aa9157b5fc6bd07e14fd8e7f3"
+  integrity sha512-INiJl6sfNn8iyC5paxVzqiVUEj2boIlFki02uRTAkKwAj++7aAF+ZfEv/XrIeBa0XI/fTZuDHW8rEEcEVnON+Q==
+  dependencies:
+    "@types/color-convert" "*"
+
 "@types/connect@*":
   version "3.4.34"
   resolved "https://registry.yarnpkg.com/@types/connect/-/connect-3.4.34.tgz#170a40223a6d666006d93ca128af2beb1d9b1901"
@@ -4804,11 +4823,27 @@ color-name@1.1.3:
   resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.3.tgz#a7d0558bd89c42f795dd42328f740831ca53bc25"
   integrity sha1-p9BVi9icQveV3UIyj3QIMcpTvCU=
 
-color-name@~1.1.4:
+color-name@^1.0.0, color-name@~1.1.4:
   version "1.1.4"
   resolved "https://registry.yarnpkg.com/color-name/-/color-name-1.1.4.tgz#c2a09a87acbde69543de6f63fa3995c826c536a2"
   integrity sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==
 
+color-string@^1.6.0:
+  version "1.6.0"
+  resolved "https://registry.yarnpkg.com/color-string/-/color-string-1.6.0.tgz#c3915f61fe267672cb7e1e064c9d692219f6c312"
+  integrity sha512-c/hGS+kRWJutUBEngKKmk4iH3sD59MBkoxVapS/0wgpCz2u7XsNloxknyvBhzwEs1IbV36D9PwqLPJ2DTu3vMA==
+  dependencies:
+    color-name "^1.0.0"
+    simple-swizzle "^0.2.2"
+
+color@4.0.1:
+  version "4.0.1"
+  resolved "https://registry.yarnpkg.com/color/-/color-4.0.1.tgz#21df44cd10245a91b1ccf5ba031609b0e10e7d67"
+  integrity sha512-rpZjOKN5O7naJxkH2Rx1sZzzBgaiWECc6BYXjeCE6kF0kcASJYbUq02u7JqIHwCb/j3NhV+QhRL2683aICeGZA==
+  dependencies:
+    color-convert "^2.0.1"
+    color-string "^1.6.0"
+
 colord@^2.0.1:
   version "2.0.1"
   resolved "https://registry.yarnpkg.com/colord/-/colord-2.0.1.tgz#1e7fb1f9fa1cf74f42c58cb9c20320bab8435aa0"
@@ -7780,6 +7815,11 @@ is-arrayish@^0.2.1:
   resolved "https://registry.yarnpkg.com/is-arrayish/-/is-arrayish-0.2.1.tgz#77c99840527aa8ecb1a8ba697b80645a7a926a9d"
   integrity sha1-d8mYQFJ6qOyxqLppe4BkWnqSap0=
 
+is-arrayish@^0.3.1:
+  version "0.3.2"
+  resolved "https://registry.yarnpkg.com/is-arrayish/-/is-arrayish-0.3.2.tgz#4574a2ae56f7ab206896fb431eaeed066fdf8f03"
+  integrity sha512-eVRqCvVlZbuw3GrM63ovNSNAeA1K16kaR/LRY/92w0zxQ5/1YzwblUX652i4Xs9RwAGjW9d9y6X88t8OaAJfWQ==
+
 is-bigint@^1.0.1:
   version "1.0.2"
   resolved "https://registry.yarnpkg.com/is-bigint/-/is-bigint-1.0.2.tgz#ffb381442503235ad245ea89e45b3dbff040ee5a"
@@ -12349,6 +12389,13 @@ signal-exit@^3.0.0, signal-exit@^3.0.2, signal-exit@^3.0.3:
   resolved "https://registry.yarnpkg.com/signal-exit/-/signal-exit-3.0.3.tgz#a1410c2edd8f077b08b4e253c8eacfcaf057461c"
   integrity sha512-VUJ49FC8U1OxwZLxIbTTrDvLnf/6TDgxZcK8wxR8zs13xpx7xbG60ndBlhNrFi2EMuFRoeDoJO7wthSLq42EjA==
 
+simple-swizzle@^0.2.2:
+  version "0.2.2"
+  resolved "https://registry.yarnpkg.com/simple-swizzle/-/simple-swizzle-0.2.2.tgz#a4da6b635ffcccca33f70d17cb92592de95e557a"
+  integrity sha1-pNprY1/8zMoz9w0Xy5JZLeleVXo=
+  dependencies:
+    is-arrayish "^0.3.1"
+
 sisteransi@^1.0.5:
   version "1.0.5"
   resolved "https://registry.yarnpkg.com/sisteransi/-/sisteransi-1.0.5.tgz#134d681297756437cc05ca01370d3a7a571075ed"