From e99e580d5e913dd6678afd9416a4c07e2ce85c1d Mon Sep 17 00:00:00 2001
From: BryannYeap <e0543723@u.nus.edu>
Date: Sat, 15 Oct 2022 08:01:13 +0800
Subject: [PATCH] [offers][feat] Add get offers analysis API
---
...ofileAnalysis.tsx => generateAnalysis.tsx} | 4 +-
.../src/pages/offers/test/getAnalysis.tsx | 14 +
.../router/offers/offers-analysis-router.ts | 666 +++++++++++-------
3 files changed, 417 insertions(+), 267 deletions(-)
rename apps/portal/src/pages/offers/test/{profileAnalysis.tsx => generateAnalysis.tsx} (79%)
create mode 100644 apps/portal/src/pages/offers/test/getAnalysis.tsx
diff --git a/apps/portal/src/pages/offers/test/profileAnalysis.tsx b/apps/portal/src/pages/offers/test/generateAnalysis.tsx
similarity index 79%
rename from apps/portal/src/pages/offers/test/profileAnalysis.tsx
rename to apps/portal/src/pages/offers/test/generateAnalysis.tsx
index 9420653e..fcb969bd 100644
--- a/apps/portal/src/pages/offers/test/profileAnalysis.tsx
+++ b/apps/portal/src/pages/offers/test/generateAnalysis.tsx
@@ -2,7 +2,7 @@ import React from 'react';
import { trpc } from '~/utils/trpc';
-function profileAnalysis() {
+function GenerateAnalysis() {
const analysis = trpc.useQuery([
'offers.analysis.generate',
{ profileId: 'cl98yxuei002htx1s8lrmwzmy' },
@@ -11,4 +11,4 @@ function profileAnalysis() {
return <div>{JSON.stringify(analysis.data)}</div>;
}
-export default profileAnalysis;
+export default GenerateAnalysis;
diff --git a/apps/portal/src/pages/offers/test/getAnalysis.tsx b/apps/portal/src/pages/offers/test/getAnalysis.tsx
new file mode 100644
index 00000000..d7ae6797
--- /dev/null
+++ b/apps/portal/src/pages/offers/test/getAnalysis.tsx
@@ -0,0 +1,14 @@
+import React from 'react';
+
+import { trpc } from '~/utils/trpc';
+
+function GetAnalysis() {
+ const analysis = trpc.useQuery([
+ 'offers.analysis.get',
+ { profileId: 'cl98yxuei002htx1s8lrmwzmy' },
+ ]);
+
+ return <div>{JSON.stringify(analysis.data)}</div>;
+}
+
+export default GetAnalysis;
diff --git a/apps/portal/src/server/router/offers/offers-analysis-router.ts b/apps/portal/src/server/router/offers/offers-analysis-router.ts
index e71b3963..7ed9028d 100644
--- a/apps/portal/src/server/router/offers/offers-analysis-router.ts
+++ b/apps/portal/src/server/router/offers/offers-analysis-router.ts
@@ -121,12 +121,7 @@ const specificAnalysisDtoMapper = (
const highestOfferDtoMapper = (
offer: OffersOffer & {
OffersFullTime:
- | (OffersFullTime & {
- baseSalary: OffersCurrency;
- bonus: OffersCurrency;
- stocks: OffersCurrency;
- totalCompensation: OffersCurrency;
- })
+ | (OffersFullTime & { totalCompensation: OffersCurrency })
| null;
OffersIntern: (OffersIntern & { monthlySalary: OffersCurrency }) | null;
company: Company;
@@ -146,279 +141,344 @@ const highestOfferDtoMapper = (
};
};
-export const offersAnalysisRouter = createRouter().query('generate', {
- input: z.object({
- profileId: z.string(),
- }),
- async resolve({ ctx, input }) {
- await ctx.prisma.offersAnalysis.deleteMany({
- where: {
- profileId: input.profileId,
- },
- });
+const profileAnalysisDtoMapper = (
+ analysisId: string,
+ profileId: string,
+ overallHighestOffer: OffersOffer & {
+ OffersFullTime:
+ | (OffersFullTime & { totalCompensation: OffersCurrency })
+ | null;
+ OffersIntern: (OffersIntern & { monthlySalary: OffersCurrency }) | null;
+ company: Company;
+ profile: OffersProfile & { background: OffersBackground | null };
+ },
+ noOfSimilarOffers: number,
+ overallPercentile: number,
+ topPercentileOffers: Array<any>,
+ noOfSimilarCompanyOffers: number,
+ companyPercentile: number,
+ topPercentileCompanyOffers: Array<any>,
+) => {
+ return {
+ companyAnalysis: specificAnalysisDtoMapper(
+ noOfSimilarCompanyOffers,
+ companyPercentile,
+ topPercentileCompanyOffers,
+ ),
+ id: analysisId,
+ overallAnalysis: specificAnalysisDtoMapper(
+ noOfSimilarOffers,
+ overallPercentile,
+ topPercentileOffers,
+ ),
+ overallHighestOffer: highestOfferDtoMapper(overallHighestOffer),
+ profileId,
+ };
+};
- const offers = await ctx.prisma.offersOffer.findMany({
- include: {
- OffersFullTime: {
- include: {
- baseSalary: true,
- bonus: true,
- stocks: true,
- totalCompensation: true,
- },
+export const offersAnalysisRouter = createRouter()
+ .query('generate', {
+ input: z.object({
+ profileId: z.string(),
+ }),
+ async resolve({ ctx, input }) {
+ await ctx.prisma.offersAnalysis.deleteMany({
+ where: {
+ profileId: input.profileId,
},
- OffersIntern: {
- include: {
- monthlySalary: true,
+ });
+
+ const offers = await ctx.prisma.offersOffer.findMany({
+ include: {
+ OffersFullTime: {
+ include: {
+ baseSalary: true,
+ bonus: true,
+ stocks: true,
+ totalCompensation: true,
+ },
},
- },
- company: true,
- profile: {
- include: {
- background: true,
+ OffersIntern: {
+ include: {
+ monthlySalary: true,
+ },
},
- },
- },
- orderBy: [
- {
- OffersFullTime: {
- totalCompensation: {
- value: 'desc',
+ company: true,
+ profile: {
+ include: {
+ background: true,
},
},
},
- {
- OffersIntern: {
- monthlySalary: {
- value: 'desc',
+ orderBy: [
+ {
+ OffersFullTime: {
+ totalCompensation: {
+ value: 'desc',
+ },
+ },
+ },
+ {
+ OffersIntern: {
+ monthlySalary: {
+ value: 'desc',
+ },
},
},
+ ],
+ where: {
+ profileId: input.profileId,
},
- ],
- where: {
- profileId: input.profileId,
- },
- });
-
- if (!offers || offers.length === 0) {
- throw new TRPCError({
- code: 'NOT_FOUND',
- message: 'No offers found on this profile',
});
- }
- const overallHighestOffer = offers[0];
+ if (!offers || offers.length === 0) {
+ throw new TRPCError({
+ code: 'NOT_FOUND',
+ message: 'No offers found on this profile',
+ });
+ }
- // TODO: Shift yoe to background to make it mandatory
- if (
- !overallHighestOffer.profile.background ||
- !overallHighestOffer.profile.background.totalYoe
- ) {
- throw new TRPCError({
- code: 'BAD_REQUEST',
- message: 'Cannot analyse without YOE',
- });
- }
+ const overallHighestOffer = offers[0];
- const yoe = overallHighestOffer.profile.background.totalYoe as number;
+ // TODO: Shift yoe to background to make it mandatory
+ if (
+ !overallHighestOffer.profile.background ||
+ !overallHighestOffer.profile.background.totalYoe
+ ) {
+ throw new TRPCError({
+ code: 'BAD_REQUEST',
+ message: 'Cannot analyse without YOE',
+ });
+ }
- let similarOffers = await ctx.prisma.offersOffer.findMany({
- include: {
- OffersFullTime: {
- include: {
- totalCompensation: true,
+ const yoe = overallHighestOffer.profile.background.totalYoe as number;
+
+ let similarOffers = await ctx.prisma.offersOffer.findMany({
+ include: {
+ OffersFullTime: {
+ include: {
+ totalCompensation: true,
+ },
},
- },
- OffersIntern: {
- include: {
- monthlySalary: true,
+ OffersIntern: {
+ include: {
+ monthlySalary: true,
+ },
},
- },
- company: true,
- profile: {
- include: {
- background: {
- include: {
- experiences: {
- include: {
- company: true,
+ company: true,
+ profile: {
+ include: {
+ background: {
+ include: {
+ experiences: {
+ include: {
+ company: true,
+ },
},
},
},
},
},
},
- },
- orderBy: [
- {
- OffersFullTime: {
- totalCompensation: {
- value: 'desc',
- },
- },
- },
- {
- OffersIntern: {
- monthlySalary: {
- value: 'desc',
- },
- },
- },
- ],
- where: {
- AND: [
+ orderBy: [
{
- location: overallHighestOffer.location,
- },
- {
- OR: [
- {
- OffersFullTime: {
- level: overallHighestOffer.OffersFullTime?.level,
- specialization:
- overallHighestOffer.OffersFullTime?.specialization,
- },
- OffersIntern: {
- specialization:
- overallHighestOffer.OffersIntern?.specialization,
- },
+ OffersFullTime: {
+ totalCompensation: {
+ value: 'desc',
},
- ],
+ },
},
{
- profile: {
- background: {
- AND: [
- {
- totalYoe: {
- gte: Math.max(yoe - 1, 0),
- lte: yoe + 1,
- },
- },
- ],
+ OffersIntern: {
+ monthlySalary: {
+ value: 'desc',
},
},
},
],
- },
- });
+ where: {
+ AND: [
+ {
+ location: overallHighestOffer.location,
+ },
+ {
+ OR: [
+ {
+ OffersFullTime: {
+ level: overallHighestOffer.OffersFullTime?.level,
+ specialization:
+ overallHighestOffer.OffersFullTime?.specialization,
+ },
+ OffersIntern: {
+ specialization:
+ overallHighestOffer.OffersIntern?.specialization,
+ },
+ },
+ ],
+ },
+ {
+ profile: {
+ background: {
+ AND: [
+ {
+ totalYoe: {
+ gte: Math.max(yoe - 1, 0),
+ lte: yoe + 1,
+ },
+ },
+ ],
+ },
+ },
+ },
+ ],
+ },
+ });
- let similarCompanyOffers = similarOffers.filter(
- (offer: { companyId: string }) =>
- offer.companyId === overallHighestOffer.companyId,
- );
+ let similarCompanyOffers = similarOffers.filter(
+ (offer: { companyId: string }) =>
+ offer.companyId === overallHighestOffer.companyId,
+ );
- // CALCULATE PERCENTILES
- const overallIndex = binarySearchOfferPercentile(
- overallHighestOffer,
- similarOffers,
- );
- const overallPercentile = overallIndex / similarOffers.length;
+ // CALCULATE PERCENTILES
+ const overallIndex = binarySearchOfferPercentile(
+ overallHighestOffer,
+ similarOffers,
+ );
+ const overallPercentile = overallIndex / similarOffers.length;
- const companyIndex = binarySearchOfferPercentile(
- overallHighestOffer,
- similarCompanyOffers,
- );
- const companyPercentile = companyIndex / similarCompanyOffers.length;
+ const companyIndex = binarySearchOfferPercentile(
+ overallHighestOffer,
+ similarCompanyOffers,
+ );
+ const companyPercentile = companyIndex / similarCompanyOffers.length;
- // FIND TOP >=90 PERCENTILE OFFERS
- similarOffers = similarOffers.filter(
- (offer: { id: string }) => offer.id !== overallHighestOffer.id,
- );
- similarCompanyOffers = similarCompanyOffers.filter(
- (offer: { id: string }) => offer.id !== overallHighestOffer.id,
- );
+ // FIND TOP >=90 PERCENTILE OFFERS
+ 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;
- const topPercentileOffers =
- noOfSimilarOffers > 1
- ? similarOffers.slice(
- similarOffers90PercentileIndex,
- similarOffers90PercentileIndex + 2,
- )
- : similarOffers;
+ const noOfSimilarOffers = similarOffers.length;
+ const similarOffers90PercentileIndex =
+ Math.floor(noOfSimilarOffers * 0.9) - 1;
+ const topPercentileOffers =
+ noOfSimilarOffers > 1
+ ? similarOffers.slice(
+ 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 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,
+ const analysis = await ctx.prisma.offersAnalysis.create({
+ data: {
+ companyPercentile,
+ noOfSimilarCompanyOffers,
+ noOfSimilarOffers,
+ overallHighestOffer: {
+ connect: {
+ id: overallHighestOffer.id,
+ },
},
- },
- overallPercentile,
- profile: {
- connect: {
- id: input.profileId,
+ overallPercentile,
+ profile: {
+ connect: {
+ id: input.profileId,
+ },
+ },
+ topCompanyOffers: {
+ connect: topPercentileCompanyOffers.map((offer) => {
+ return { id: offer.id };
+ }),
+ },
+ topOverallOffers: {
+ connect: topPercentileOffers.map((offer) => {
+ return { id: offer.id };
+ }),
},
},
- 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,
+ include: {
+ overallHighestOffer: {
+ include: {
+ OffersFullTime: {
+ include: {
+ totalCompensation: true,
+ },
},
- },
- OffersIntern: {
- include: {
- monthlySalary: true,
+ OffersIntern: {
+ include: {
+ monthlySalary: true,
+ },
},
- },
- company: true,
- profile: {
- include: {
- background: true,
+ company: true,
+ profile: {
+ include: {
+ background: true,
+ },
},
},
},
- },
- topCompanyOffers: {
- include: {
- OffersFullTime: {
- include: {
- totalCompensation: true,
+ topCompanyOffers: {
+ include: {
+ OffersFullTime: {
+ include: {
+ totalCompensation: true,
+ },
},
- },
- OffersIntern: {
- include: {
- monthlySalary: true,
+ OffersIntern: {
+ include: {
+ monthlySalary: true,
+ },
+ },
+ company: true,
+ profile: {
+ include: {
+ background: {
+ include: {
+ experiences: {
+ include: {
+ company: 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,
+ },
},
},
},
@@ -427,26 +487,97 @@ export const offersAnalysisRouter = createRouter().query('generate', {
},
},
},
- topOverallOffers: {
- include: {
- OffersFullTime: {
- include: {
- totalCompensation: true,
+ });
+
+ return profileAnalysisDtoMapper(
+ analysis.id,
+ analysis.profileId,
+ overallHighestOffer,
+ noOfSimilarOffers,
+ overallPercentile,
+ topPercentileOffers,
+ 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,
+ },
},
},
- OffersIntern: {
- include: {
- monthlySalary: true,
+ },
+ topCompanyOffers: {
+ include: {
+ OffersFullTime: {
+ include: {
+ totalCompensation: true,
+ },
+ },
+ OffersIntern: {
+ include: {
+ monthlySalary: true,
+ },
+ },
+ company: true,
+ profile: {
+ include: {
+ background: {
+ include: {
+ experiences: {
+ include: {
+ company: 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,
+ },
},
},
},
@@ -455,23 +586,28 @@ export const offersAnalysisRouter = createRouter().query('generate', {
},
},
},
- },
- });
+ where: {
+ profileId: input.profileId,
+ },
+ });
- return {
- companyAnalysis: specificAnalysisDtoMapper(
- noOfSimilarCompanyOffers,
- companyPercentile,
- topPercentileCompanyOffers,
- ),
- id: analysis.id,
- overallAnalysis: specificAnalysisDtoMapper(
- noOfSimilarOffers,
- overallPercentile,
- topPercentileOffers,
- ),
- overallHighestOffer: highestOfferDtoMapper(overallHighestOffer),
- profileId: analysis.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,
+ );
+ },
+ });