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@@ -3,6 +3,8 @@
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import axiosServer from '../../src/axiosServer';
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import { getToken } from "next-auth/jwt";
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import { set, format, addDays } from 'date-fns';
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import type { NextApiRequest, NextApiResponse } from "next";
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import { Prisma, PrismaClient, DayOfWeek, Publisher, Shift } from "@prisma/client";
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import { levenshteinEditDistance } from "levenshtein-edit-distance";
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@@ -465,7 +467,29 @@ async function handler(req: NextApiRequest, res: NextApiResponse) {
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// ### COPIED TO shift api (++) ###
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let scheduledPubsPerDayAndWeek = {};
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// Function to flatten the registry
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// Function to update the registry
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function updateRegistry(publisherId, day, weekNr) {
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// Registry schema: {day: {weekNr: [publisherIds]}}
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const dayKey = common.getISODateOnly(day);
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if (!scheduledPubsPerDayAndWeek[dayKey]) {
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scheduledPubsPerDayAndWeek[dayKey] = {};
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}
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if (!scheduledPubsPerDayAndWeek[dayKey][weekNr]) {
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scheduledPubsPerDayAndWeek[dayKey][weekNr] = [];
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}
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scheduledPubsPerDayAndWeek[dayKey][weekNr].push(publisherId);
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}
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function flattenRegistry(dayKey) {
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const weekEntries = scheduledPubsPerDayAndWeek[dayKey] || {};
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return Object.values(weekEntries).flat();
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}
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async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, autoFill = false, forDay) {
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let missingPublishers = [];
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let publishersWithChangedPref = [];
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@@ -494,6 +518,7 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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let dayNr = 1;
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let weekNr = 1;
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if (forDay) {
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day = monthInfo.date;
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endDate.setDate(monthInfo.date.getDate() + 1);
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@@ -503,6 +528,8 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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let publishersThisWeek = [];
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// 0. generate shifts and assign publishers from the previous month if still available
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while (day < endDate) {
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let availablePubsForTheDay = await data.filterPublishersNew('id,firstName,lastName,email,isActive,desiredShiftsPerMonth,lastLogin,type', day, false, false, false, true, false);
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@@ -542,8 +569,8 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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if (shiftLastMonthSameDay) {
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for (let assignment of shiftLastMonthSameDay.assignments) {
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let publisher = assignment.publisher;
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console.log("found publisher from last month: " + publisher.firstName + " " + publisher.lastName);
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let publisher = assignment.originalPublisher ?? assignment.publisher;
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console.log("found publisher from last month: " + publisher.firstName + " " + publisher.lastName + assignment.originalPublisher ? " (original)" : "");
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let availability = await FindPublisherAvailability(publisher.id, shiftStart, shiftEnd, dayOfWeekEnum, weekNr);
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console.log("availability " + availability?.id + ": " + common.getDateFormattedShort(availability?.startTime) + " " + common.getTimeFormatted(availability?.startTime) + " - " + common.getTimeFormatted(availability?.endTime));
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@@ -554,28 +581,17 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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isWithTransport: availability.isWithTransportIn || availability.isWithTransportOut
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});
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publishersThisWeek.push(publisher.id);
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updateRegistry(publisher.id, day, weekNr);
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}
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}
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}
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let publishersNeeded = event.numberOfPublishers - shiftAssignments.length;
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//ToDo: check if getAvailablePublishersForShift is working correctly. It seems not to!
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let availablePublishers = await getAvailablePublishersForShiftNew(shiftStart, shiftEnd, availablePubsForTheDay, publishersThisWeek);
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console.log("shift " + __shiftName + " needs " + publishersNeeded + " publishers, available: " + availablePublishers.length + " for the day: " + availablePubsForTheDay.length);
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// Prioritize publishers with minimal availability
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// SKIP ADDING PUBLISHERS FOR NOW
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// availablePublishers = availablePublishers.sort((a, b) => a.currentMonthAvailabilityHoursCount - b.currentMonthAvailabilityHoursCount);
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// for (let i = 0; i < publishersNeeded; i++) {
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// if (availablePublishers[i]) {
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// shiftAssignments.push({ publisherId: availablePublishers[i].id });
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// publishersThisWeek.push(availablePublishers[i].id);
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// }
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// }
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const createdShift = await prisma.shift.create({
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data: {
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startTime: shiftStart,
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@@ -634,7 +650,7 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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let publishersToday = [];
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// 2. First pass - prioritize shifts with transport where it is needed
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// Second pass - prioritize shifts with transport where it is needed
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console.log(" second pass - fix transports " + monthInfo.monthName + " " + monthInfo.year);
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day = new Date(monthInfo.firstMonday);
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dayNr = 1;
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@@ -646,8 +662,6 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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let availablePubsForTheDay = await data.filterPublishersNew('id,firstName,lastName,email,isActive,desiredShiftsPerMonth,lastLogin,type', day, false, false, false, true, false);
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let shifts = allShifts.filter(s => common.getISODateOnly(s.startTime) === common.getISODateOnly(day));
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//let publishersToday = shifts.flatMap(s => s.assignments.map(a => a.publisher.id));
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//get all publishers assigned for the day from the database
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let publishersToday = await prisma.assignment.findMany({
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where: {
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shift: {
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@@ -662,7 +676,6 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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},
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}).then((assignments) => assignments.map(a => a.publisherId));
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let transportShifts = shifts.filter(s => s.requiresTransport);
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transportShifts[0].transportIn = true;
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if (transportShifts.length > 1) {
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@@ -671,7 +684,6 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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// if there are no transport yet:
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// transportShifts.forEach(async shift => {
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for (const shift of transportShifts) {
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//todo: replace that with transport check
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let publishersNeeded = event.numberOfPublishers - shift.assignments.length;
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let transportCapable = shift.assignments.filter(a => a.isWithTransport);
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let tramsportCapableMen = transportCapable.filter(a => a.publisher.isMale);
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@@ -693,8 +705,8 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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});
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availablePublishers = await FilterInappropriatePublishers([...availablePublishers], publishersToday, shift);
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// rank publishers based on different factors
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let rankedPublishersOld = await RankPublishersForShift([...availablePublishers])
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let rankedPublishers = await RankPublishersForShiftWeighted([...availablePublishers])
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// let rankedPublishersOld = await RankPublishersForShift([...availablePublishers])
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let rankedPublishers = await RankPublishersForShiftWeighted([...availablePublishers], scheduledPubsPerDayAndWeek, day, weekNr);
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if (rankedPublishers.length > 0) {
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const newAssignment = await prisma.assignment.create({
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data: {
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@@ -716,8 +728,8 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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shift.assignments.push(newAssignment);
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publishersToday.push(rankedPublishers[0].id);
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updateRegistry(rankedPublishers[0].id, day, weekNr);
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}
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}
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}
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}
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@@ -725,10 +737,8 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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day.setDate(day.getDate() + 1);
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}
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// 3. next passes - fill the rest of the shifts
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let goal = 1; // 4 to temporary skip
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// Fill the rest of the shifts
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let goal = 1;
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while (goal <= 4) {
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console.log("#".repeat(50));
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console.log("Filling shifts with " + goal + " publishers " + monthInfo.monthName + " " + monthInfo.year);
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@@ -741,7 +751,6 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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if (event) {
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let availablePubsForTheDay = await data.filterPublishersNew('id,firstName,lastName,email,isActive,desiredShiftsPerMonth,lastLogin,type', day, false, false, false, true, false);
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let shifts = allShifts.filter(s => common.getISODateOnly(s.startTime) === common.getISODateOnly(day));
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// let publishersToday = shifts.flatMap(s => s.assignments.map(a => a.publisher?.id));
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let publishersToday = await prisma.assignment.findMany({
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where: {
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shift: {
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@@ -760,14 +769,15 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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console.log("" + day.toLocaleDateString() + " " + shiftsToFill.length + " shifts with less than " + goal + " publishers");
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for (const shift of shiftsToFill) {
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console.log("Filling shift " + shift.name + " with " + goal + " publishers");
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let publishersNeeded = event.numberOfPublishers - shift.assignments.length;
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if (publishersNeeded > 0 && shift.assignments.length < goal) {
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let availablePubsForTheShift = await data.filterPublishersNew('id,firstName,lastName,email,isActive,desiredShiftsPerMonth,lastLogin,type', shift.startTime, true, false, false, true, false);
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let availablePublishers = await FilterInappropriatePublishers([...availablePubsForTheShift], publishersToday, shift);
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shift.availablePublishers = availablePublishers.length;
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let rankedPublishers = await RankPublishersForShift([...availablePublishers])
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let rankedPublishers;
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rankedPublishers = await RankPublishersForShiftOld([...availablePublishers], scheduledPubsPerDayAndWeek, day, weekNr);
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//rankedPublishers = await RankPublishersForShiftWeighted([...availablePublishers], scheduledPubsPerDayAndWeek, day, weekNr);
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if (rankedPublishers.length == 0) {
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console.log("No available publishers for shift " + shift.name);
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} else if (rankedPublishers.length > 0) {
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@@ -790,8 +800,8 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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});
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shift.assignments.push(newAssignment);
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publishersToday.push(rankedPublishers[0].id);
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updateRegistry(rankedPublishers[0].id, day, weekNr);
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//check if publisher.familyMembers are also available and add them to the shift. ToDo: test case
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let familyMembers = availablePubsForTheShift.filter(p => p.familyHeadId && p.familyHeadId === rankedPublishers[0].familyHeadId);
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if (familyMembers.length > 0) {
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familyMembers.forEach(async familyMember => {
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@@ -815,18 +825,18 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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});
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shift.assignments.push(newAssignment);
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publishersToday.push(familyMember.id);
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updateRegistry(familyMember.id, day, weekNr);
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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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day.setDate(day.getDate() + 1);
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}
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goal += 1
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goal += 1;
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}
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if (!forDay) {
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@@ -845,11 +855,9 @@ async function GenerateSchedule(axios, date, copyFromPreviousMonth = false, auto
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async function FilterInappropriatePublishers(availablePublishers, pubsToExclude, shift) {
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//ToDo: Optimization: store number of publishers, so we process the shifts from least to most available publishers later.
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let goodPublishers = availablePublishers.filter(p => {
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const isNotAssigned = !shift.assignments.some(a => a.publisher?.id === p.id);
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const isNotAssignedToday = !pubsToExclude.includes(p.id);
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const isAssignedEnough = p.currentMonthAssignments >= p.desiredShiftsPerMonth;
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//if (isAssignedEnough) console.log(p.firstName + " " + p.lastName + " is assigned enough: " + p.currentMonthAssignments + " >= " + p.desiredShiftsPerMonth);
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return isNotAssigned && isNotAssignedToday && !isAssignedEnough;
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});
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return goodPublishers;
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@@ -865,7 +873,7 @@ async function FilterInappropriatePublishers(availablePublishers, pubsToExclude,
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// 6. Idealy noone should be more than once a week. disqualify publishers already on a shift this week. only assign them if there are no other options and we have less than 3 publishers on a specific shift.
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//sort publishers to rank the best option for the current shift assignment
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async function RankPublishersForShift(publishers) {
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async function RankPublishersForShiftOld(publishers, scheduledPubsPerDayAndWeek, currentDay) {
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publishers.forEach(p => {
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p.DesiredMinusCurrent = p.desiredShiftsPerMonth - p.currentMonthAssignments;
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});
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@@ -874,22 +882,54 @@ async function RankPublishersForShift(publishers) {
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// males first (descending)
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if (a.isMale && !b.isMale) return -1;
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// desired completion (normalized 0%=0 - 100%=1) ; lower first
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const desiredCompletion = a.currentMonthAssignments / a.desiredShiftsPerMonth - b.currentMonthAssignments / b.desiredShiftsPerMonth;
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//console.log(a.firstName + " " + a.lastName + " desiredCompletion: " + desiredCompletion, a.currentMonthAssignments, "/", a.desiredShiftsPerMonth);
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if (desiredCompletion !== 0) return desiredCompletion;
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// const desiredDifference = b.DesiredMinusCurrent - a.DesiredMinusCurrent;
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// if (desiredDifference !== 0) return desiredDifference;
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// desired completion (normalized 0%=0 - 100%=1); lower first
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const desiredCompletionA = a.currentMonthAssignments / a.desiredShiftsPerMonth;
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const desiredCompletionB = b.currentMonthAssignments / b.desiredShiftsPerMonth;
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console.log(`${a.firstName} ${a.lastName} desiredCompletion: ${desiredCompletionA}, ${a.currentMonthAssignments} / ${a.desiredShiftsPerMonth}`);
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// console.log(`${b.firstName} ${b.lastName} desiredCompletion: ${desiredCompletionB}, ${b.currentMonthAssignments} / ${b.desiredShiftsPerMonth}`);
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let adjustedCompletionA = desiredCompletionA;
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let adjustedCompletionB = desiredCompletionB;
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// Apply penalties based on proximity to current day
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for (let i = 1; i <= 6; i++) {
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const previousDayKey = common.getISODateOnly(addDays(currentDay, -i));
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const nextDayKey = common.getISODateOnly(addDays(currentDay, i));
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const penalty = [0.5, 0.7, 0.8, 0.85, 0.9, 0.95][i - 1]; // Penalties for +-1 to +-6 days
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// if (scheduledPubsPerDayAndWeek[previousDayKey]?.some(pubId => pubId === a.id)) {
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// adjustedCompletionA *= penalty;
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// }
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// if (scheduledPubsPerDayAndWeek[previousDayKey]?.some(pubId => pubId === b.id)) {
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// adjustedCompletionB *= penalty;
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// }
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// if (scheduledPubsPerDayAndWeek[nextDayKey]?.some(pubId => pubId === a.id)) {
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// adjustedCompletionA *= penalty;
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// }
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// if (scheduledPubsPerDayAndWeek[nextDayKey]?.some(pubId => pubId === b.id)) {
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// adjustedCompletionB *= penalty;
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// }
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if (flattenRegistry(previousDayKey).includes(a.id)) {
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adjustedCompletionA *= penalty;
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}
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if (flattenRegistry(previousDayKey).includes(b.id)) {
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adjustedCompletionB *= penalty;
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}
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if (flattenRegistry(nextDayKey).includes(a.id)) {
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adjustedCompletionA *= penalty;
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}
|
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|
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if (flattenRegistry(nextDayKey).includes(b.id)) {
|
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adjustedCompletionB *= penalty;
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}
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}
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const desiredCompletionDiff = adjustedCompletionA - adjustedCompletionB;
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if (desiredCompletionDiff !== 0) return desiredCompletionDiff;
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// less available first (ascending)
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const availabilityDifference = a.currentMonthAvailabilityHoursCount - b.currentMonthAvailabilityHoursCount;
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if (availabilityDifference !== 0) return availabilityDifference;
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// less assigned first (ascending)
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return a.currentMonthAssignments - b.currentMonthAssignments;
|
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});
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|
@@ -897,8 +937,9 @@ async function RankPublishersForShift(publishers) {
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return ranked;
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}
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// ToDo: add negative weights for currentweekAssignments, so we avoid assigning the same publishers multiple times in a week. having in mind the days difference between shifts.
|
|
|
|
|
async function RankPublishersForShiftWeighted(publishers) {
|
|
|
|
|
async function RankPublishersForShiftWeighted(publishers, scheduledPubsPerDayAndWeek, currentDay, currentWeekNr) {
|
|
|
|
|
// Define weights for each criterion
|
|
|
|
|
const weights = {
|
|
|
|
|
gender: 2,
|
|
|
|
|
@@ -919,19 +960,33 @@ async function RankPublishersForShiftWeighted(publishers) {
|
|
|
|
|
p.desiredCompletion = p.currentMonthAssignments / p.desiredShiftsPerMonth;
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
let ranked = publishers.sort((a, b) => {
|
|
|
|
|
// Calculate weighted score for each publisher
|
|
|
|
|
const scoreA = (a.isMale ? weights.gender : 0) -
|
|
|
|
|
(a.desiredCompletion * weights.desiredCompletion) +
|
|
|
|
|
((1 - a.currentMonthAvailabilityHoursCount / 24) * weights.availability) +
|
|
|
|
|
(a.currentMonthAssignments * weights.lastMonthCompletion) -
|
|
|
|
|
(a.currentMonthAssignments * weights.currentAssignments);
|
|
|
|
|
const calculateScore = (p) => {
|
|
|
|
|
let score = (p.isMale ? weights.gender : 0) -
|
|
|
|
|
(p.desiredCompletion * weights.desiredCompletion) +
|
|
|
|
|
((1 - p.currentMonthAvailabilityHoursCount / 24) * weights.availability) +
|
|
|
|
|
(p.currentMonthAssignments * weights.lastMonthCompletion) -
|
|
|
|
|
(p.currentMonthAssignments * weights.currentAssignments);
|
|
|
|
|
|
|
|
|
|
const scoreB = (b.isMale ? weights.gender : 0) -
|
|
|
|
|
(b.desiredCompletion * weights.desiredCompletion) +
|
|
|
|
|
((1 - b.currentMonthAvailabilityHoursCount / 24) * weights.availability) +
|
|
|
|
|
(b.currentMonthAssignments * weights.lastMonthCompletion) -
|
|
|
|
|
(b.currentMonthAssignments * weights.currentAssignments);
|
|
|
|
|
// Apply penalties based on proximity to current day
|
|
|
|
|
for (let i = 1; i <= 6; i++) {
|
|
|
|
|
const previousDayKey = common.getISODateOnly(addDays(currentDay, -i));
|
|
|
|
|
const nextDayKey = common.getISODateOnly(addDays(currentDay, i));
|
|
|
|
|
|
|
|
|
|
const penalty = [0.5, 0.7, 0.8, 0.85, 0.9, 0.95][i - 1]; // Penalties for +-1 to +-6 days
|
|
|
|
|
|
|
|
|
|
if (flattenRegistry(previousDayKey).includes(p.id)) {
|
|
|
|
|
score *= penalty;
|
|
|
|
|
}
|
|
|
|
|
if (flattenRegistry(nextDayKey).includes(p.id)) {
|
|
|
|
|
score *= penalty;
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
return score;
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
let ranked = publishers.sort((a, b) => {
|
|
|
|
|
const scoreA = calculateScore(a);
|
|
|
|
|
const scoreB = calculateScore(b);
|
|
|
|
|
|
|
|
|
|
return scoreB - scoreA; // Sort descending by score
|
|
|
|
|
});
|
|
|
|
|
@@ -943,6 +998,7 @@ async function RankPublishersForShiftWeighted(publishers) {
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
async function DeleteShiftsForMonth(monthInfo) {
|
|
|
|
|
try {
|
|
|
|
|
const prisma = common.getPrismaClient();
|
|
|
|
|
|