mirror of
https://github.com/yangshun/tech-interview-handbook.git
synced 2025-07-28 12:43:12 +08:00
[offers][feat] Add get offers analysis API
This commit is contained in:
BryannYeap
@ -2,7 +2,7 @@ import React from 'react';
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import { trpc } from '~/utils/trpc';
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function profileAnalysis() {
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function GenerateAnalysis() {
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const analysis = trpc.useQuery([
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'offers.analysis.generate',
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{ profileId: 'cl98yxuei002htx1s8lrmwzmy' },
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@ -11,4 +11,4 @@ function profileAnalysis() {
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return <div>{JSON.stringify(analysis.data)}</div>;
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}
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export default profileAnalysis;
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export default GenerateAnalysis;
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14
apps/portal/src/pages/offers/test/getAnalysis.tsx
Normal file
14
apps/portal/src/pages/offers/test/getAnalysis.tsx
Normal file
@ -0,0 +1,14 @@
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import React from 'react';
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import { trpc } from '~/utils/trpc';
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function GetAnalysis() {
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const analysis = trpc.useQuery([
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'offers.analysis.get',
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{ profileId: 'cl98yxuei002htx1s8lrmwzmy' },
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]);
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return <div>{JSON.stringify(analysis.data)}</div>;
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}
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export default GetAnalysis;
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@ -121,12 +121,7 @@ const specificAnalysisDtoMapper = (
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const highestOfferDtoMapper = (
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offer: OffersOffer & {
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OffersFullTime:
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| (OffersFullTime & {
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baseSalary: OffersCurrency;
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bonus: OffersCurrency;
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stocks: OffersCurrency;
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totalCompensation: OffersCurrency;
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})
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| (OffersFullTime & { totalCompensation: OffersCurrency })
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| null;
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OffersIntern: (OffersIntern & { monthlySalary: OffersCurrency }) | null;
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company: Company;
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@ -146,279 +141,344 @@ const highestOfferDtoMapper = (
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};
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};
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export const offersAnalysisRouter = createRouter().query('generate', {
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input: z.object({
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profileId: z.string(),
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}),
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async resolve({ ctx, input }) {
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await ctx.prisma.offersAnalysis.deleteMany({
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where: {
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profileId: input.profileId,
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},
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});
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const profileAnalysisDtoMapper = (
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analysisId: string,
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profileId: string,
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overallHighestOffer: OffersOffer & {
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OffersFullTime:
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| (OffersFullTime & { totalCompensation: OffersCurrency })
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| null;
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OffersIntern: (OffersIntern & { monthlySalary: OffersCurrency }) | null;
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company: Company;
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profile: OffersProfile & { background: OffersBackground | null };
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},
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noOfSimilarOffers: number,
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overallPercentile: number,
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topPercentileOffers: Array<any>,
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noOfSimilarCompanyOffers: number,
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companyPercentile: number,
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topPercentileCompanyOffers: Array<any>,
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) => {
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return {
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companyAnalysis: specificAnalysisDtoMapper(
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noOfSimilarCompanyOffers,
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companyPercentile,
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topPercentileCompanyOffers,
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),
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id: analysisId,
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overallAnalysis: specificAnalysisDtoMapper(
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noOfSimilarOffers,
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overallPercentile,
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topPercentileOffers,
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),
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overallHighestOffer: highestOfferDtoMapper(overallHighestOffer),
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profileId,
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};
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};
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const offers = await ctx.prisma.offersOffer.findMany({
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include: {
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OffersFullTime: {
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include: {
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baseSalary: true,
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bonus: true,
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stocks: true,
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totalCompensation: true,
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},
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export const offersAnalysisRouter = createRouter()
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.query('generate', {
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input: z.object({
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profileId: z.string(),
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}),
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async resolve({ ctx, input }) {
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await ctx.prisma.offersAnalysis.deleteMany({
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where: {
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profileId: input.profileId,
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},
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OffersIntern: {
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include: {
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monthlySalary: true,
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},
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},
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company: true,
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profile: {
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include: {
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background: true,
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},
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},
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},
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orderBy: [
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{
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});
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const offers = await ctx.prisma.offersOffer.findMany({
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include: {
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OffersFullTime: {
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totalCompensation: {
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value: 'desc',
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include: {
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baseSalary: true,
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bonus: true,
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stocks: true,
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totalCompensation: true,
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},
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},
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},
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{
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OffersIntern: {
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monthlySalary: {
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value: 'desc',
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include: {
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monthlySalary: true,
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},
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},
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company: true,
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profile: {
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include: {
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background: true,
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},
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},
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},
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],
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where: {
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profileId: input.profileId,
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},
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});
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if (!offers || offers.length === 0) {
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throw new TRPCError({
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code: 'NOT_FOUND',
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message: 'No offers found on this profile',
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});
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}
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const overallHighestOffer = offers[0];
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// TODO: Shift yoe to background to make it mandatory
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if (
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!overallHighestOffer.profile.background ||
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!overallHighestOffer.profile.background.totalYoe
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) {
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throw new TRPCError({
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code: 'BAD_REQUEST',
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message: 'Cannot analyse without YOE',
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});
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}
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const yoe = overallHighestOffer.profile.background.totalYoe as number;
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let similarOffers = await ctx.prisma.offersOffer.findMany({
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include: {
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OffersFullTime: {
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include: {
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totalCompensation: true,
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},
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},
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OffersIntern: {
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include: {
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monthlySalary: true,
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},
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},
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company: true,
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profile: {
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include: {
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background: {
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include: {
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experiences: {
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include: {
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company: true,
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},
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},
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orderBy: [
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{
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OffersFullTime: {
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totalCompensation: {
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value: 'desc',
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},
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},
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},
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},
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},
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orderBy: [
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{
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OffersFullTime: {
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totalCompensation: {
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value: 'desc',
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},
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},
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},
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{
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OffersIntern: {
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monthlySalary: {
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value: 'desc',
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},
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},
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},
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],
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where: {
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AND: [
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{
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location: overallHighestOffer.location,
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},
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{
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OR: [
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{
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OffersFullTime: {
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level: overallHighestOffer.OffersFullTime?.level,
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specialization:
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overallHighestOffer.OffersFullTime?.specialization,
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},
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OffersIntern: {
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specialization:
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overallHighestOffer.OffersIntern?.specialization,
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},
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},
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],
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},
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{
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profile: {
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background: {
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AND: [
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{
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totalYoe: {
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gte: Math.max(yoe - 1, 0),
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lte: yoe + 1,
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},
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},
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],
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OffersIntern: {
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monthlySalary: {
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value: 'desc',
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},
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},
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},
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],
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},
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});
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where: {
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profileId: input.profileId,
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},
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});
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let similarCompanyOffers = similarOffers.filter(
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(offer: { companyId: string }) =>
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offer.companyId === overallHighestOffer.companyId,
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);
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if (!offers || offers.length === 0) {
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throw new TRPCError({
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code: 'NOT_FOUND',
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message: 'No offers found on this profile',
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});
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}
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// CALCULATE PERCENTILES
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const overallIndex = binarySearchOfferPercentile(
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overallHighestOffer,
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similarOffers,
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);
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const overallPercentile = overallIndex / similarOffers.length;
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const overallHighestOffer = offers[0];
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const companyIndex = binarySearchOfferPercentile(
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overallHighestOffer,
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similarCompanyOffers,
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);
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const companyPercentile = companyIndex / similarCompanyOffers.length;
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// TODO: Shift yoe to background to make it mandatory
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if (
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!overallHighestOffer.profile.background ||
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!overallHighestOffer.profile.background.totalYoe
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) {
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throw new TRPCError({
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code: 'BAD_REQUEST',
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message: 'Cannot analyse without YOE',
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});
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}
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// FIND TOP >=90 PERCENTILE OFFERS
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similarOffers = similarOffers.filter(
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(offer: { id: string }) => offer.id !== overallHighestOffer.id,
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);
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similarCompanyOffers = similarCompanyOffers.filter(
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(offer: { id: string }) => offer.id !== overallHighestOffer.id,
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);
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const yoe = overallHighestOffer.profile.background.totalYoe as number;
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const noOfSimilarOffers = similarOffers.length;
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const similarOffers90PercentileIndex =
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Math.floor(noOfSimilarOffers * 0.9) - 1;
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const topPercentileOffers =
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noOfSimilarOffers > 1
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? similarOffers.slice(
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similarOffers90PercentileIndex,
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similarOffers90PercentileIndex + 2,
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)
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: similarOffers;
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const noOfSimilarCompanyOffers = similarCompanyOffers.length;
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const similarCompanyOffers90PercentileIndex =
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Math.floor(noOfSimilarCompanyOffers * 0.9) - 1;
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const topPercentileCompanyOffers =
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noOfSimilarCompanyOffers > 1
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? similarCompanyOffers.slice(
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similarCompanyOffers90PercentileIndex,
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similarCompanyOffers90PercentileIndex + 2,
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)
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: similarCompanyOffers;
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const analysis = await ctx.prisma.offersAnalysis.create({
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data: {
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companyPercentile,
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noOfSimilarCompanyOffers,
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noOfSimilarOffers,
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overallHighestOffer: {
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connect: {
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id: overallHighestOffer.id,
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let similarOffers = await ctx.prisma.offersOffer.findMany({
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include: {
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OffersFullTime: {
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include: {
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totalCompensation: true,
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},
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},
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OffersIntern: {
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include: {
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monthlySalary: true,
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},
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},
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company: true,
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profile: {
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include: {
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background: {
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include: {
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experiences: {
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include: {
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company: true,
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},
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},
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},
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},
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},
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},
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},
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overallPercentile,
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profile: {
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connect: {
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id: input.profileId,
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},
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},
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topCompanyOffers: {
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connect: topPercentileCompanyOffers.map((offer) => {
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return { id: offer.id };
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}),
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},
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topOverallOffers: {
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connect: topPercentileOffers.map((offer) => {
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return { id: offer.id };
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}),
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},
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},
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include: {
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overallHighestOffer: {
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include: {
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orderBy: [
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{
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OffersFullTime: {
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include: {
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totalCompensation: true,
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},
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},
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OffersIntern: {
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include: {
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monthlySalary: true,
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},
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},
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company: true,
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profile: {
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include: {
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background: true,
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totalCompensation: {
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value: 'desc',
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},
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},
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},
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},
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topCompanyOffers: {
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include: {
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OffersFullTime: {
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include: {
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totalCompensation: true,
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},
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},
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{
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OffersIntern: {
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include: {
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monthlySalary: true,
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monthlySalary: {
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value: 'desc',
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},
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},
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company: true,
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profile: {
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include: {
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},
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],
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where: {
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AND: [
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{
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location: overallHighestOffer.location,
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},
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{
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OR: [
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{
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OffersFullTime: {
|
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level: overallHighestOffer.OffersFullTime?.level,
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specialization:
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overallHighestOffer.OffersFullTime?.specialization,
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},
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OffersIntern: {
|
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specialization:
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overallHighestOffer.OffersIntern?.specialization,
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},
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},
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],
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},
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{
|
||||
profile: {
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background: {
|
||||
include: {
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experiences: {
|
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include: {
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company: true,
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AND: [
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{
|
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totalYoe: {
|
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gte: Math.max(yoe - 1, 0),
|
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lte: yoe + 1,
|
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},
|
||||
},
|
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],
|
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},
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},
|
||||
},
|
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],
|
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},
|
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});
|
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|
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let similarCompanyOffers = similarOffers.filter(
|
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(offer: { companyId: string }) =>
|
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offer.companyId === overallHighestOffer.companyId,
|
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);
|
||||
|
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// CALCULATE PERCENTILES
|
||||
const overallIndex = binarySearchOfferPercentile(
|
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overallHighestOffer,
|
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similarOffers,
|
||||
);
|
||||
const overallPercentile = overallIndex / similarOffers.length;
|
||||
|
||||
const companyIndex = binarySearchOfferPercentile(
|
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overallHighestOffer,
|
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similarCompanyOffers,
|
||||
);
|
||||
const companyPercentile = companyIndex / similarCompanyOffers.length;
|
||||
|
||||
// FIND TOP >=90 PERCENTILE OFFERS
|
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similarOffers = similarOffers.filter(
|
||||
(offer: { id: string }) => offer.id !== overallHighestOffer.id,
|
||||
);
|
||||
similarCompanyOffers = similarCompanyOffers.filter(
|
||||
(offer: { id: string }) => offer.id !== overallHighestOffer.id,
|
||||
);
|
||||
|
||||
const noOfSimilarOffers = similarOffers.length;
|
||||
const similarOffers90PercentileIndex =
|
||||
Math.floor(noOfSimilarOffers * 0.9) - 1;
|
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const topPercentileOffers =
|
||||
noOfSimilarOffers > 1
|
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? similarOffers.slice(
|
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similarOffers90PercentileIndex,
|
||||
similarOffers90PercentileIndex + 2,
|
||||
)
|
||||
: similarOffers;
|
||||
|
||||
const noOfSimilarCompanyOffers = similarCompanyOffers.length;
|
||||
const similarCompanyOffers90PercentileIndex =
|
||||
Math.floor(noOfSimilarCompanyOffers * 0.9) - 1;
|
||||
const topPercentileCompanyOffers =
|
||||
noOfSimilarCompanyOffers > 1
|
||||
? similarCompanyOffers.slice(
|
||||
similarCompanyOffers90PercentileIndex,
|
||||
similarCompanyOffers90PercentileIndex + 2,
|
||||
)
|
||||
: similarCompanyOffers;
|
||||
|
||||
const analysis = await ctx.prisma.offersAnalysis.create({
|
||||
data: {
|
||||
companyPercentile,
|
||||
noOfSimilarCompanyOffers,
|
||||
noOfSimilarOffers,
|
||||
overallHighestOffer: {
|
||||
connect: {
|
||||
id: overallHighestOffer.id,
|
||||
},
|
||||
},
|
||||
overallPercentile,
|
||||
profile: {
|
||||
connect: {
|
||||
id: input.profileId,
|
||||
},
|
||||
},
|
||||
topCompanyOffers: {
|
||||
connect: topPercentileCompanyOffers.map((offer) => {
|
||||
return { id: offer.id };
|
||||
}),
|
||||
},
|
||||
topOverallOffers: {
|
||||
connect: topPercentileOffers.map((offer) => {
|
||||
return { id: offer.id };
|
||||
}),
|
||||
},
|
||||
},
|
||||
include: {
|
||||
overallHighestOffer: {
|
||||
include: {
|
||||
OffersFullTime: {
|
||||
include: {
|
||||
totalCompensation: true,
|
||||
},
|
||||
},
|
||||
OffersIntern: {
|
||||
include: {
|
||||
monthlySalary: true,
|
||||
},
|
||||
},
|
||||
company: true,
|
||||
profile: {
|
||||
include: {
|
||||
background: true,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
topCompanyOffers: {
|
||||
include: {
|
||||
OffersFullTime: {
|
||||
include: {
|
||||
totalCompensation: true,
|
||||
},
|
||||
},
|
||||
OffersIntern: {
|
||||
include: {
|
||||
monthlySalary: true,
|
||||
},
|
||||
},
|
||||
company: true,
|
||||
profile: {
|
||||
include: {
|
||||
background: {
|
||||
include: {
|
||||
experiences: {
|
||||
include: {
|
||||
company: true,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
topOverallOffers: {
|
||||
include: {
|
||||
OffersFullTime: {
|
||||
include: {
|
||||
totalCompensation: true,
|
||||
},
|
||||
},
|
||||
OffersIntern: {
|
||||
include: {
|
||||
monthlySalary: true,
|
||||
},
|
||||
},
|
||||
company: true,
|
||||
profile: {
|
||||
include: {
|
||||
background: {
|
||||
include: {
|
||||
experiences: {
|
||||
include: {
|
||||
company: true,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
@ -427,51 +487,127 @@ export const offersAnalysisRouter = createRouter().query('generate', {
|
||||
},
|
||||
},
|
||||
},
|
||||
topOverallOffers: {
|
||||
include: {
|
||||
OffersFullTime: {
|
||||
include: {
|
||||
totalCompensation: true,
|
||||
},
|
||||
},
|
||||
OffersIntern: {
|
||||
include: {
|
||||
monthlySalary: true,
|
||||
},
|
||||
},
|
||||
company: true,
|
||||
profile: {
|
||||
include: {
|
||||
background: {
|
||||
include: {
|
||||
experiences: {
|
||||
include: {
|
||||
company: true,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
});
|
||||
});
|
||||
|
||||
return {
|
||||
companyAnalysis: specificAnalysisDtoMapper(
|
||||
noOfSimilarCompanyOffers,
|
||||
companyPercentile,
|
||||
topPercentileCompanyOffers,
|
||||
),
|
||||
id: analysis.id,
|
||||
overallAnalysis: specificAnalysisDtoMapper(
|
||||
return profileAnalysisDtoMapper(
|
||||
analysis.id,
|
||||
analysis.profileId,
|
||||
overallHighestOffer,
|
||||
noOfSimilarOffers,
|
||||
overallPercentile,
|
||||
topPercentileOffers,
|
||||
),
|
||||
overallHighestOffer: highestOfferDtoMapper(overallHighestOffer),
|
||||
profileId: analysis.profileId,
|
||||
};
|
||||
},
|
||||
});
|
||||
noOfSimilarCompanyOffers,
|
||||
companyPercentile,
|
||||
topPercentileCompanyOffers,
|
||||
);
|
||||
},
|
||||
})
|
||||
.query('get', {
|
||||
input: z.object({
|
||||
profileId: z.string(),
|
||||
}),
|
||||
async resolve({ ctx, input }) {
|
||||
const analysis = await ctx.prisma.offersAnalysis.findFirst({
|
||||
include: {
|
||||
overallHighestOffer: {
|
||||
include: {
|
||||
OffersFullTime: {
|
||||
include: {
|
||||
totalCompensation: true,
|
||||
},
|
||||
},
|
||||
OffersIntern: {
|
||||
include: {
|
||||
monthlySalary: true,
|
||||
},
|
||||
},
|
||||
company: true,
|
||||
profile: {
|
||||
include: {
|
||||
background: true,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
topCompanyOffers: {
|
||||
include: {
|
||||
OffersFullTime: {
|
||||
include: {
|
||||
totalCompensation: true,
|
||||
},
|
||||
},
|
||||
OffersIntern: {
|
||||
include: {
|
||||
monthlySalary: true,
|
||||
},
|
||||
},
|
||||
company: true,
|
||||
profile: {
|
||||
include: {
|
||||
background: {
|
||||
include: {
|
||||
experiences: {
|
||||
include: {
|
||||
company: true,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
topOverallOffers: {
|
||||
include: {
|
||||
OffersFullTime: {
|
||||
include: {
|
||||
totalCompensation: true,
|
||||
},
|
||||
},
|
||||
OffersIntern: {
|
||||
include: {
|
||||
monthlySalary: true,
|
||||
},
|
||||
},
|
||||
company: true,
|
||||
profile: {
|
||||
include: {
|
||||
background: {
|
||||
include: {
|
||||
experiences: {
|
||||
include: {
|
||||
company: true,
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
where: {
|
||||
profileId: input.profileId,
|
||||
},
|
||||
});
|
||||
|
||||
if (!analysis) {
|
||||
throw new TRPCError({
|
||||
code: 'NOT_FOUND',
|
||||
message: 'No analysis found on this profile',
|
||||
});
|
||||
}
|
||||
|
||||
return profileAnalysisDtoMapper(
|
||||
analysis.id,
|
||||
analysis.profileId,
|
||||
analysis.overallHighestOffer,
|
||||
analysis.noOfSimilarOffers,
|
||||
analysis.overallPercentile,
|
||||
analysis.topOverallOffers,
|
||||
analysis.noOfSimilarCompanyOffers,
|
||||
analysis.companyPercentile,
|
||||
analysis.topCompanyOffers,
|
||||
);
|
||||
},
|
||||
});
|
||||
|
||||
Reference in New Issue
Block a user