Employee scheduling - Timefold Solver on Quarkus

') + .append($(`

)`) + .append(employee.name)) + .append($('

') + .append($(employee.skills.map(skill => `${skill}`).join('')))); + byEmployeeGroupDataSet.add({id: employee.name, content: employeeGroupElement.html()}); + + employee.unavailableDates.forEach((rawDate, dateIndex) => { + const date = JSJoda.LocalDate.parse(rawDate) + const start = date.atStartOfDay().toString(); + const end = date.plusDays(1).atStartOfDay().toString(); + const byEmployeeShiftElement = $(`

`) + .append($(`

`).text("Unavailable")); + byEmployeeItemDataSet.add({ + id: "employee-" + index + "-unavailability-" + dateIndex, group: employee.name, + content: byEmployeeShiftElement.html(), + start: start, end: end, + type: "background", + style: "opacity: 0.5; background-color: " + UNAVAILABLE_COLOR, + }); + }); + employee.undesiredDates.forEach((rawDate, dateIndex) => { + const date = JSJoda.LocalDate.parse(rawDate) + const start = date.atStartOfDay().toString(); + const end = date.plusDays(1).atStartOfDay().toString(); + const byEmployeeShiftElement = $(`

`) + .append($(`

`).text("Undesired")); + byEmployeeItemDataSet.add({ + id: "employee-" + index + "-undesired-" + dateIndex, group: employee.name, + content: byEmployeeShiftElement.html(), + start: start, end: end, + type: "background", + style: "opacity: 0.5; background-color: " + UNDESIRED_COLOR, + }); + }); + employee.desiredDates.forEach((rawDate, dateIndex) => { + const date = JSJoda.LocalDate.parse(rawDate) + const start = date.atStartOfDay().toString(); + const end = date.plusDays(1).atStartOfDay().toString(); + const byEmployeeShiftElement = $(`

`) + .append($(`

`).text("Desired")); + byEmployeeItemDataSet.add({ + id: "employee-" + index + "-desired-" + dateIndex, group: employee.name, + content: byEmployeeShiftElement.html(), + start: start, end: end, + type: "background", + style: "opacity: 0.5; background-color: " + DESIRED_COLOR, + }); + }); + }); + + schedule.shifts.forEach((shift, index) => { + if (groups.indexOf(shift.location) === -1) { + groups.push(shift.location); + byLocationGroupDataSet.add({ + id: shift.location, + content: shift.location, + }); + } + + if (shift.employee == null) { + unassignedShiftsCount++; + + const byLocationShiftElement = $('

') + .append($(`

)`) + .append("Unassigned")) + .append($('

') + .append($(`${shift.requiredSkill}`))); + + byLocationItemDataSet.add({ + id: 'shift-' + index, group: shift.location, + content: byLocationShiftElement.html(), + start: shift.start, end: shift.end, + style: "background-color: #EF292999" + }); + } else { + const skillColor = (shift.employee.skills.indexOf(shift.requiredSkill) === -1 ? '#ef2929' : '#8ae234'); + const byEmployeeShiftElement = $('

') + .append($(`

)`) + .append(shift.location)) + .append($('

') + .append($(`${shift.requiredSkill}`))); + const byLocationShiftElement = $('

') + .append($(`

)`) + .append(shift.employee.name)) + .append($('

') + .append($(`${shift.requiredSkill}`))); + + const shiftColor = getShiftColor(shift, shift.employee); + byEmployeeItemDataSet.add({ + id: 'shift-' + index, group: shift.employee.name, + content: byEmployeeShiftElement.html(), + start: shift.start, end: shift.end, + style: "background-color: " + shiftColor + }); + byLocationItemDataSet.add({ + id: 'shift-' + index, group: shift.location, + content: byLocationShiftElement.html(), + start: shift.start, end: shift.end, + style: "background-color: " + shiftColor + }); + } + }); + + + if (unassignedShiftsCount === 0) { + unassignedShifts.append($(`

`).text(`There are no unassigned shifts.`)); + } else { + unassignedShifts.append($(`

`).text(`There are ${unassignedShiftsCount} unassigned shifts.`)); + } + byEmployeeTimeline.setWindow(scheduleStart, scheduleEnd); + byLocationTimeline.setWindow(scheduleStart, scheduleEnd); +} + +function solve() { + $.post("/schedules", JSON.stringify(loadedSchedule), function (data) { + scheduleId = data; + refreshSolvingButtons(true); + }).fail(function (xhr, ajaxOptions, thrownError) { + showError("Start solving failed.", xhr); + refreshSolvingButtons(false); + }, + "text"); +} + +function analyze() { + new bootstrap.Modal("#scoreAnalysisModal").show() + const scoreAnalysisModalContent = $("#scoreAnalysisModalContent"); + scoreAnalysisModalContent.children().remove(); + if (loadedSchedule.score == null) { + scoreAnalysisModalContent.text("No score to analyze yet, please first press the 'solve' button."); + } else { + $('#scoreAnalysisScoreLabel').text(`(${loadedSchedule.score})`); + $.put("/schedules/analyze", JSON.stringify(loadedSchedule), function (scoreAnalysis) { + let constraints = scoreAnalysis.constraints; + constraints.sort((a, b) => { + let aComponents = getScoreComponents(a.score), bComponents = getScoreComponents(b.score); + if (aComponents.hard < 0 && bComponents.hard > 0) return -1; + if (aComponents.hard > 0 && bComponents.soft < 0) return 1; + if (Math.abs(aComponents.hard) > Math.abs(bComponents.hard)) { + return -1; + } else { + if (aComponents.medium < 0 && bComponents.medium > 0) return -1; + if (aComponents.medium > 0 && bComponents.medium < 0) return 1; + if (Math.abs(aComponents.medium) > Math.abs(bComponents.medium)) { + return -1; + } else { + if (aComponents.soft < 0 && bComponents.soft > 0) return -1; + if (aComponents.soft > 0 && bComponents.soft < 0) return 1; + + return Math.abs(bComponents.soft) - Math.abs(aComponents.soft); + } + } + }); + constraints.map((e) => { + let components = getScoreComponents(e.weight); + e.type = components.hard != 0 ? 'hard' : (components.medium != 0 ? 'medium' : 'soft'); + e.weight = components[e.type]; + let scores = getScoreComponents(e.score); + e.implicitScore = scores.hard != 0 ? scores.hard : (scores.medium != 0 ? scores.medium : scores.soft); + }); + scoreAnalysis.constraints = constraints; + + scoreAnalysisModalContent.children().remove(); + scoreAnalysisModalContent.text(""); + + const analysisTable = $(``).css({textAlign: 'center'}); + const analysisTHead = $(``).append($(``) + .append($(``)) + .append($(``).css({textAlign: 'left'})) + .append($(``)) + .append($(``)) + .append($(``)) + .append($(``)) + .append($(``))); + analysisTable.append(analysisTHead); + const analysisTBody = $(``) + $.each(scoreAnalysis.constraints, (index, constraintAnalysis) => { + let icon = constraintAnalysis.type == "hard" && constraintAnalysis.implicitScore < 0 ? '' : ''; + if (!icon) icon = constraintAnalysis.matches.length == 0 ? '' : ''; + + let row = $(``); + row.append($(`
Constraint Type # Matches Weight Score
`).html(icon)) + .append($(` `).text(constraintAnalysis.name).css({textAlign: 'left'})) + .append($(` `).text(constraintAnalysis.type)) + .append($(` `).html(`${constraintAnalysis.matches.length}`)) + .append($(` `).text(constraintAnalysis.weight)) + .append($(` `).text(constraintAnalysis.implicitScore)); + analysisTBody.append(row); + row.append($(` `)); + }); + analysisTable.append(analysisTBody); + scoreAnalysisModalContent.append(analysisTable); + }).fail(function (xhr, ajaxOptions, thrownError) { + showError("Analyze failed.", xhr); + }, "text"); + } +} + +function getScoreComponents(score) { + let components = {hard: 0, medium: 0, soft: 0}; + + $.each([...score.matchAll(/(-?\d*(\.\d+)?)(hard|medium|soft)/g)], (i, parts) => { + components[parts[3]] = parseFloat(parts[1], 10); + }); + + return components; +} + +function refreshSolvingButtons(solving) { + if (solving) { + $("#solveButton").hide(); + $("#stopSolvingButton").show(); + if (autoRefreshIntervalId == null) { + autoRefreshIntervalId = setInterval(refreshSchedule, 2000); + } + } else { + $("#solveButton").show(); + $("#stopSolvingButton").hide(); + if (autoRefreshIntervalId != null) { + clearInterval(autoRefreshIntervalId); + autoRefreshIntervalId = null; + } + } +} + +function refreshSolvingButtons(solving) { + if (solving) { + $("#solveButton").hide(); + $("#stopSolvingButton").show(); + if (autoRefreshIntervalId == null) { + autoRefreshIntervalId = setInterval(refreshSchedule, 2000); + } + } else { + $("#solveButton").show(); + $("#stopSolvingButton").hide(); + if (autoRefreshIntervalId != null) { + clearInterval(autoRefreshIntervalId); + autoRefreshIntervalId = null; + } + } +} + +function stopSolving() { + $.delete(`/schedules/${scheduleId}`, function () { + refreshSolvingButtons(false); + refreshSchedule(); + }).fail(function (xhr, ajaxOptions, thrownError) { + showError("Stop solving failed.", xhr); + }); +} + +function replaceQuickstartTimefoldAutoHeaderFooter() { + const timefoldHeader = $("header#timefold-auto-header"); + if (timefoldHeader != null) { + timefoldHeader.addClass("bg-black") + timefoldHeader.append( + $(`
+
+ + + + +
+
+
+ +
+
+ +
+
+ +
+
+
+
+
+ +
+
+
+
+
`)); + } + + const timefoldFooter = $("footer#timefold-auto-footer"); + if (timefoldFooter != null) { + timefoldFooter.append( + $(`
+
+
+
Timefold
+
+
Documentation
+
+
Code
+
+
Support
+
+
+
`)); + } +} diff --git a/src/main/resources/META-INF/resources/index.html b/src/main/resources/META-INF/resources/index.html new file mode 100644 index 0000000..7c1b361 --- /dev/null +++ b/src/main/resources/META-INF/resources/index.html @@ -0,0 +1,161 @@ + + + + + Employee scheduling - Timefold Solver on Quarkus + + + + + + + + + + +
+ +
+
+
+
+
+
+
Employee scheduling solver
+
Generate the optimal schedule for your employees.
+ +
+ + + + Score: ? + + +
+
+
+ +
+
+ +
+
+
+
+
+
+
+
+
+
+
+
+
+ +
+
REST API Guide
+ +
Employee Scheduling solver integration via cURL
+ +
1. Download demo data
+
+ + curl -X GET -H 'Accept:application/json' http://localhost:8080/demo-data/SMALL -o sample.json +
+ +
2. Post the sample data for solving
+
The POST operation returns a jobId that should be used in subsequent commands.
+
+ + curl -X POST -H 'Content-Type:application/json' http://localhost:8080/schedules -d@sample.json +
+ +
3. Get the current status and score
+
+ + curl -X GET -H 'Accept:application/json' http://localhost:8080/schedules/{jobId}/status +
+ +
4. Get the complete solution
+
+ + curl -X GET -H 'Accept:application/json' http://localhost:8080/schedules/{jobId} +
+ +
5. Fetch the analysis of the solution
+
+ + curl -X PUT -H 'Content-Type:application/json' http://localhost:8080/schedules/analyze -d@solution.json +
+ +
5. Terminate solving early
+
+ + curl -X DELETE -H 'Accept:application/json' http://localhost:8080/schedules/{id} +
+
+ +
+
REST API Reference
+
+ + +
+
+
+
+ + + + + + + + + + diff --git a/src/main/resources/application.properties b/src/main/resources/application.properties new file mode 100644 index 0000000..2e80d17 --- /dev/null +++ b/src/main/resources/application.properties @@ -0,0 +1,43 @@ +######################## +# Timefold Solver properties +######################## + +# The solver runs for 30 seconds. To run for 5 minutes use "5m" and for 2 hours use "2h". +quarkus.timefold.solver.termination.spent-limit=30s + +# To change how many solvers to run in parallel +# timefold.solver-manager.parallel-solver-count=4 + +# Temporary comment this out to detect bugs in your code (lowers performance) +# quarkus.timefold.solver.environment-mode=FULL_ASSERT + +# Temporary comment this out to return a feasible solution as soon as possible +# quarkus.timefold.solver.termination.best-score-limit=0hard/*soft + +# To see what Timefold is doing, turn on DEBUG or TRACE logging. +quarkus.log.category."ai.timefold.solver".level=INFO +%test.quarkus.log.category."ai.timefold.solver".level=INFO +%prod.quarkus.log.category."ai.timefold.solver".level=INFO + +# XML file for power tweaking, defaults to solverConfig.xml (directly under src/main/resources) +# quarkus.timefold.solver-config-xml=org/.../maintenanceScheduleSolverConfig.xml + +######################## +# Timefold Solver Enterprise properties +######################## + +# To run increase CPU cores usage per solver +%enterprise.quarkus.timefold.solver.move-thread-count=AUTO + +######################## +# Native build properties +######################## + +# Enable Swagger UI also in the native mode +quarkus.swagger-ui.always-include=true + +######################## +# Test overrides +######################## + +%test.quarkus.timefold.solver.termination.spent-limit=10s diff --git a/target/build-metrics.json b/target/build-metrics.json new file mode 100644 index 0000000..db0681a --- /dev/null +++ b/target/build-metrics.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/target/classes/META-INF/resources/app.js b/target/classes/META-INF/resources/app.js new file mode 100644 index 0000000..eca3308 --- /dev/null +++ b/target/classes/META-INF/resources/app.js @@ -0,0 +1,496 @@ +let autoRefreshIntervalId = null; +const zoomMin = 2 * 1000 * 60 * 60 * 24 // 2 day in milliseconds +const zoomMax = 4 * 7 * 1000 * 60 * 60 * 24 // 4 weeks in milliseconds + +const UNAVAILABLE_COLOR = '#ef2929' // Tango Scarlet Red +const UNDESIRED_COLOR = '#f57900' // Tango Orange +const DESIRED_COLOR = '#73d216' // Tango Chameleon + +let demoDataId = null; +let scheduleId = null; +let loadedSchedule = null; + +const byEmployeePanel = document.getElementById("byEmployeePanel"); +const byEmployeeTimelineOptions = { + timeAxis: {scale: "hour", step: 6}, + orientation: {axis: "top"}, + stack: false, + xss: {disabled: true}, // Items are XSS safe through JQuery + zoomMin: zoomMin, + zoomMax: zoomMax, +}; +let byEmployeeGroupDataSet = new vis.DataSet(); +let byEmployeeItemDataSet = new vis.DataSet(); +let byEmployeeTimeline = new vis.Timeline(byEmployeePanel, byEmployeeItemDataSet, byEmployeeGroupDataSet, byEmployeeTimelineOptions); + +const byLocationPanel = document.getElementById("byLocationPanel"); +const byLocationTimelineOptions = { + timeAxis: {scale: "hour", step: 6}, + orientation: {axis: "top"}, + xss: {disabled: true}, // Items are XSS safe through JQuery + zoomMin: zoomMin, + zoomMax: zoomMax, +}; +let byLocationGroupDataSet = new vis.DataSet(); +let byLocationItemDataSet = new vis.DataSet(); +let byLocationTimeline = new vis.Timeline(byLocationPanel, byLocationItemDataSet, byLocationGroupDataSet, byLocationTimelineOptions); + +let windowStart = JSJoda.LocalDate.now().toString(); +let windowEnd = JSJoda.LocalDate.parse(windowStart).plusDays(7).toString(); + +$(document).ready(function () { + replaceQuickstartTimefoldAutoHeaderFooter(); + + $("#solveButton").click(function () { + solve(); + }); + $("#stopSolvingButton").click(function () { + stopSolving(); + }); + $("#analyzeButton").click(function () { + analyze(); + }); + // HACK to allow vis-timeline to work within Bootstrap tabs + $("#byEmployeeTab").on('shown.bs.tab', function (event) { + byEmployeeTimeline.redraw(); + }) + $("#byLocationTab").on('shown.bs.tab', function (event) { + byLocationTimeline.redraw(); + }) + + setupAjax(); + fetchDemoData(); +}); + +function setupAjax() { + $.ajaxSetup({ + headers: { + 'Content-Type': 'application/json', + 'Accept': 'application/json,text/plain', // plain text is required by solve() returning UUID of the solver job + } + }); + // Extend jQuery to support $.put() and $.delete() + jQuery.each(["put", "delete"], function (i, method) { + jQuery[method] = function (url, data, callback, type) { + if (jQuery.isFunction(data)) { + type = type || callback; + callback = data; + data = undefined; + } + return jQuery.ajax({ + url: url, + type: method, + dataType: type, + data: data, + success: callback + }); + }; + }); +} + +function fetchDemoData() { + $.get("/demo-data", function (data) { + data.forEach(item => { + $("#testDataButton").append($('' + item + '')); + $("#" + item + "TestData").click(function () { + switchDataDropDownItemActive(item); + scheduleId = null; + demoDataId = item; + + refreshSchedule(); + }); + }); + demoDataId = data[0]; + switchDataDropDownItemActive(demoDataId); + refreshSchedule(); + }).fail(function (xhr, ajaxOptions, thrownError) { + // disable this page as there is no data + let $demo = $("#demo"); + $demo.empty(); + $demo.html("
No test data available
") + }); +} + +function switchDataDropDownItemActive(newItem) { + activeCssClass = "active"; + $("#testDataButton > a." + activeCssClass).removeClass(activeCssClass); + $("#" + newItem + "TestData").addClass(activeCssClass); +} + +function getShiftColor(shift, employee) { + const shiftStart = JSJoda.LocalDateTime.parse(shift.start); + const shiftStartDateString = shiftStart.toLocalDate().toString(); + const shiftEnd = JSJoda.LocalDateTime.parse(shift.end); + const shiftEndDateString = shiftEnd.toLocalDate().toString(); + if (employee.unavailableDates.includes(shiftStartDateString) || + // The contains() check is ignored for a shift end at midnight (00:00:00). + (shiftEnd.isAfter(shiftStart.toLocalDate().plusDays(1).atStartOfDay()) && + employee.unavailableDates.includes(shiftEndDateString))) { + return UNAVAILABLE_COLOR + } else if (employee.undesiredDates.includes(shiftStartDateString) || + // The contains() check is ignored for a shift end at midnight (00:00:00). + (shiftEnd.isAfter(shiftStart.toLocalDate().plusDays(1).atStartOfDay()) && + employee.undesiredDates.includes(shiftEndDateString))) { + return UNDESIRED_COLOR + } else if (employee.desiredDates.includes(shiftStartDateString) || + // The contains() check is ignored for a shift end at midnight (00:00:00). + (shiftEnd.isAfter(shiftStart.toLocalDate().plusDays(1).atStartOfDay()) && + employee.desiredDates.includes(shiftEndDateString))) { + return DESIRED_COLOR + } else { + return " #729fcf"; // Tango Sky Blue + } +} + +function refreshSchedule() { + let path = "/schedules/" + scheduleId; + if (scheduleId === null) { + if (demoDataId === null) { + alert("Please select a test data set."); + return; + } + + path = "/demo-data/" + demoDataId; + } + $.getJSON(path, function (schedule) { + loadedSchedule = schedule; + renderSchedule(schedule); + }) + .fail(function (xhr, ajaxOptions, thrownError) { + showError("Getting the schedule has failed.", xhr); + refreshSolvingButtons(false); + }); +} + +function renderSchedule(schedule) { + refreshSolvingButtons(schedule.solverStatus != null && schedule.solverStatus !== "NOT_SOLVING"); + $("#score").text("Score: " + (schedule.score == null ? "?" : schedule.score)); + + const unassignedShifts = $("#unassignedShifts"); + const groups = []; + + // Show only first 7 days of draft + const scheduleStart = schedule.shifts.map(shift => JSJoda.LocalDateTime.parse(shift.start).toLocalDate()).sort()[0].toString(); + const scheduleEnd = JSJoda.LocalDate.parse(scheduleStart).plusDays(7).toString(); + + windowStart = scheduleStart; + windowEnd = scheduleEnd; + + unassignedShifts.children().remove(); + let unassignedShiftsCount = 0; + byEmployeeGroupDataSet.clear(); + byLocationGroupDataSet.clear(); + + byEmployeeItemDataSet.clear(); + byLocationItemDataSet.clear(); + + + schedule.employees.forEach((employee, index) => { + const employeeGroupElement = $('
') + .append($(`
)`) + .append(employee.name)) + .append($('
') + .append($(employee.skills.map(skill => `${skill}`).join('')))); + byEmployeeGroupDataSet.add({id: employee.name, content: employeeGroupElement.html()}); + + employee.unavailableDates.forEach((rawDate, dateIndex) => { + const date = JSJoda.LocalDate.parse(rawDate) + const start = date.atStartOfDay().toString(); + const end = date.plusDays(1).atStartOfDay().toString(); + const byEmployeeShiftElement = $(`
`) + .append($(`
`).text("Unavailable")); + byEmployeeItemDataSet.add({ + id: "employee-" + index + "-unavailability-" + dateIndex, group: employee.name, + content: byEmployeeShiftElement.html(), + start: start, end: end, + type: "background", + style: "opacity: 0.5; background-color: " + UNAVAILABLE_COLOR, + }); + }); + employee.undesiredDates.forEach((rawDate, dateIndex) => { + const date = JSJoda.LocalDate.parse(rawDate) + const start = date.atStartOfDay().toString(); + const end = date.plusDays(1).atStartOfDay().toString(); + const byEmployeeShiftElement = $(`
`) + .append($(`
`).text("Undesired")); + byEmployeeItemDataSet.add({ + id: "employee-" + index + "-undesired-" + dateIndex, group: employee.name, + content: byEmployeeShiftElement.html(), + start: start, end: end, + type: "background", + style: "opacity: 0.5; background-color: " + UNDESIRED_COLOR, + }); + }); + employee.desiredDates.forEach((rawDate, dateIndex) => { + const date = JSJoda.LocalDate.parse(rawDate) + const start = date.atStartOfDay().toString(); + const end = date.plusDays(1).atStartOfDay().toString(); + const byEmployeeShiftElement = $(`
`) + .append($(`
`).text("Desired")); + byEmployeeItemDataSet.add({ + id: "employee-" + index + "-desired-" + dateIndex, group: employee.name, + content: byEmployeeShiftElement.html(), + start: start, end: end, + type: "background", + style: "opacity: 0.5; background-color: " + DESIRED_COLOR, + }); + }); + }); + + schedule.shifts.forEach((shift, index) => { + if (groups.indexOf(shift.location) === -1) { + groups.push(shift.location); + byLocationGroupDataSet.add({ + id: shift.location, + content: shift.location, + }); + } + + if (shift.employee == null) { + unassignedShiftsCount++; + + const byLocationShiftElement = $('
') + .append($(`
)`) + .append("Unassigned")) + .append($('
') + .append($(`${shift.requiredSkill}`))); + + byLocationItemDataSet.add({ + id: 'shift-' + index, group: shift.location, + content: byLocationShiftElement.html(), + start: shift.start, end: shift.end, + style: "background-color: #EF292999" + }); + } else { + const skillColor = (shift.employee.skills.indexOf(shift.requiredSkill) === -1 ? '#ef2929' : '#8ae234'); + const byEmployeeShiftElement = $('
') + .append($(`
)`) + .append(shift.location)) + .append($('
') + .append($(`${shift.requiredSkill}`))); + const byLocationShiftElement = $('
') + .append($(`
)`) + .append(shift.employee.name)) + .append($('
') + .append($(`${shift.requiredSkill}`))); + + const shiftColor = getShiftColor(shift, shift.employee); + byEmployeeItemDataSet.add({ + id: 'shift-' + index, group: shift.employee.name, + content: byEmployeeShiftElement.html(), + start: shift.start, end: shift.end, + style: "background-color: " + shiftColor + }); + byLocationItemDataSet.add({ + id: 'shift-' + index, group: shift.location, + content: byLocationShiftElement.html(), + start: shift.start, end: shift.end, + style: "background-color: " + shiftColor + }); + } + }); + + + if (unassignedShiftsCount === 0) { + unassignedShifts.append($(`
`).text(`There are no unassigned shifts.`)); + } else { + unassignedShifts.append($(`
`).text(`There are ${unassignedShiftsCount} unassigned shifts.`)); + } + byEmployeeTimeline.setWindow(scheduleStart, scheduleEnd); + byLocationTimeline.setWindow(scheduleStart, scheduleEnd); +} + +function solve() { + $.post("/schedules", JSON.stringify(loadedSchedule), function (data) { + scheduleId = data; + refreshSolvingButtons(true); + }).fail(function (xhr, ajaxOptions, thrownError) { + showError("Start solving failed.", xhr); + refreshSolvingButtons(false); + }, + "text"); +} + +function analyze() { + new bootstrap.Modal("#scoreAnalysisModal").show() + const scoreAnalysisModalContent = $("#scoreAnalysisModalContent"); + scoreAnalysisModalContent.children().remove(); + if (loadedSchedule.score == null) { + scoreAnalysisModalContent.text("No score to analyze yet, please first press the 'solve' button."); + } else { + $('#scoreAnalysisScoreLabel').text(`(${loadedSchedule.score})`); + $.put("/schedules/analyze", JSON.stringify(loadedSchedule), function (scoreAnalysis) { + let constraints = scoreAnalysis.constraints; + constraints.sort((a, b) => { + let aComponents = getScoreComponents(a.score), bComponents = getScoreComponents(b.score); + if (aComponents.hard < 0 && bComponents.hard > 0) return -1; + if (aComponents.hard > 0 && bComponents.soft < 0) return 1; + if (Math.abs(aComponents.hard) > Math.abs(bComponents.hard)) { + return -1; + } else { + if (aComponents.medium < 0 && bComponents.medium > 0) return -1; + if (aComponents.medium > 0 && bComponents.medium < 0) return 1; + if (Math.abs(aComponents.medium) > Math.abs(bComponents.medium)) { + return -1; + } else { + if (aComponents.soft < 0 && bComponents.soft > 0) return -1; + if (aComponents.soft > 0 && bComponents.soft < 0) return 1; + + return Math.abs(bComponents.soft) - Math.abs(aComponents.soft); + } + } + }); + constraints.map((e) => { + let components = getScoreComponents(e.weight); + e.type = components.hard != 0 ? 'hard' : (components.medium != 0 ? 'medium' : 'soft'); + e.weight = components[e.type]; + let scores = getScoreComponents(e.score); + e.implicitScore = scores.hard != 0 ? scores.hard : (scores.medium != 0 ? scores.medium : scores.soft); + }); + scoreAnalysis.constraints = constraints; + + scoreAnalysisModalContent.children().remove(); + scoreAnalysisModalContent.text(""); + + const analysisTable = $(``).css({textAlign: 'center'}); + const analysisTHead = $(``).append($(``) + .append($(``)) + .append($(``).css({textAlign: 'left'})) + .append($(``)) + .append($(``)) + .append($(``)) + .append($(``)) + .append($(``))); + analysisTable.append(analysisTHead); + const analysisTBody = $(``) + $.each(scoreAnalysis.constraints, (index, constraintAnalysis) => { + let icon = constraintAnalysis.type == "hard" && constraintAnalysis.implicitScore < 0 ? '' : ''; + if (!icon) icon = constraintAnalysis.matches.length == 0 ? '' : ''; + + let row = $(``); + row.append($(`
Constraint Type # Matches Weight Score
`).html(icon)) + .append($(` `).text(constraintAnalysis.name).css({textAlign: 'left'})) + .append($(` `).text(constraintAnalysis.type)) + .append($(` `).html(`${constraintAnalysis.matches.length}`)) + .append($(` `).text(constraintAnalysis.weight)) + .append($(` `).text(constraintAnalysis.implicitScore)); + analysisTBody.append(row); + row.append($(` `)); + }); + analysisTable.append(analysisTBody); + scoreAnalysisModalContent.append(analysisTable); + }).fail(function (xhr, ajaxOptions, thrownError) { + showError("Analyze failed.", xhr); + }, "text"); + } +} + +function getScoreComponents(score) { + let components = {hard: 0, medium: 0, soft: 0}; + + $.each([...score.matchAll(/(-?\d*(\.\d+)?)(hard|medium|soft)/g)], (i, parts) => { + components[parts[3]] = parseFloat(parts[1], 10); + }); + + return components; +} + +function refreshSolvingButtons(solving) { + if (solving) { + $("#solveButton").hide(); + $("#stopSolvingButton").show(); + if (autoRefreshIntervalId == null) { + autoRefreshIntervalId = setInterval(refreshSchedule, 2000); + } + } else { + $("#solveButton").show(); + $("#stopSolvingButton").hide(); + if (autoRefreshIntervalId != null) { + clearInterval(autoRefreshIntervalId); + autoRefreshIntervalId = null; + } + } +} + +function refreshSolvingButtons(solving) { + if (solving) { + $("#solveButton").hide(); + $("#stopSolvingButton").show(); + if (autoRefreshIntervalId == null) { + autoRefreshIntervalId = setInterval(refreshSchedule, 2000); + } + } else { + $("#solveButton").show(); + $("#stopSolvingButton").hide(); + if (autoRefreshIntervalId != null) { + clearInterval(autoRefreshIntervalId); + autoRefreshIntervalId = null; + } + } +} + +function stopSolving() { + $.delete(`/schedules/${scheduleId}`, function () { + refreshSolvingButtons(false); + refreshSchedule(); + }).fail(function (xhr, ajaxOptions, thrownError) { + showError("Stop solving failed.", xhr); + }); +} + +function replaceQuickstartTimefoldAutoHeaderFooter() { + const timefoldHeader = $("header#timefold-auto-header"); + if (timefoldHeader != null) { + timefoldHeader.addClass("bg-black") + timefoldHeader.append( + $(`
+
+ + + + +
+
+
+ +
+
+ +
+
+ +
+
+
+
+
+ +
+
+
+
+
`)); + } + + const timefoldFooter = $("footer#timefold-auto-footer"); + if (timefoldFooter != null) { + timefoldFooter.append( + $(`
+
+
+
Timefold
+
+
Documentation
+
+
Code
+
+
Support
+
+
+
`)); + } +} diff --git a/target/classes/META-INF/resources/index.html b/target/classes/META-INF/resources/index.html new file mode 100644 index 0000000..7c1b361 --- /dev/null +++ b/target/classes/META-INF/resources/index.html @@ -0,0 +1,161 @@ + + + + + Employee scheduling - Timefold Solver on Quarkus + + + + + + + + + + +
+ +
+
+
+
+
+
+
Employee scheduling solver
+
Generate the optimal schedule for your employees.
+ +
+ + + + Score: ? + + +
+
+
+ +
+
+ +
+
+
+
+
+
+
+
+
+
+
+
+
+ +
+
REST API Guide
+ +
Employee Scheduling solver integration via cURL
+ +
1. Download demo data
+
+ + curl -X GET -H 'Accept:application/json' http://localhost:8080/demo-data/SMALL -o sample.json +
+ +
2. Post the sample data for solving
+
The POST operation returns a jobId that should be used in subsequent commands.
+
+ + curl -X POST -H 'Content-Type:application/json' http://localhost:8080/schedules -d@sample.json +
+ +
3. Get the current status and score
+
+ + curl -X GET -H 'Accept:application/json' http://localhost:8080/schedules/{jobId}/status +
+ +
4. Get the complete solution
+
+ + curl -X GET -H 'Accept:application/json' http://localhost:8080/schedules/{jobId} +
+ +
5. Fetch the analysis of the solution
+
+ + curl -X PUT -H 'Content-Type:application/json' http://localhost:8080/schedules/analyze -d@solution.json +
+ +
5. Terminate solving early
+
+ + curl -X DELETE -H 'Accept:application/json' http://localhost:8080/schedules/{id} +
+
+ +
+
REST API Reference
+
+ + +
+
+
+
+ + + + + + + + + + diff --git a/target/classes/application.properties b/target/classes/application.properties new file mode 100644 index 0000000..2e80d17 --- /dev/null +++ b/target/classes/application.properties @@ -0,0 +1,43 @@ +######################## +# Timefold Solver properties +######################## + +# The solver runs for 30 seconds. To run for 5 minutes use "5m" and for 2 hours use "2h". +quarkus.timefold.solver.termination.spent-limit=30s + +# To change how many solvers to run in parallel +# timefold.solver-manager.parallel-solver-count=4 + +# Temporary comment this out to detect bugs in your code (lowers performance) +# quarkus.timefold.solver.environment-mode=FULL_ASSERT + +# Temporary comment this out to return a feasible solution as soon as possible +# quarkus.timefold.solver.termination.best-score-limit=0hard/*soft + +# To see what Timefold is doing, turn on DEBUG or TRACE logging. +quarkus.log.category."ai.timefold.solver".level=INFO +%test.quarkus.log.category."ai.timefold.solver".level=INFO +%prod.quarkus.log.category."ai.timefold.solver".level=INFO + +# XML file for power tweaking, defaults to solverConfig.xml (directly under src/main/resources) +# quarkus.timefold.solver-config-xml=org/.../maintenanceScheduleSolverConfig.xml + +######################## +# Timefold Solver Enterprise properties +######################## + +# To run increase CPU cores usage per solver +%enterprise.quarkus.timefold.solver.move-thread-count=AUTO + +######################## +# Native build properties +######################## + +# Enable Swagger UI also in the native mode +quarkus.swagger-ui.always-include=true + +######################## +# Test overrides +######################## + +%test.quarkus.timefold.solver.termination.spent-limit=10s diff --git a/target/classes/org/acme/employeescheduling/domain/Employee.class b/target/classes/org/acme/employeescheduling/domain/Employee.class new file mode 100644 index 0000000..070353f Binary files /dev/null and b/target/classes/org/acme/employeescheduling/domain/Employee.class differ diff --git a/target/classes/org/acme/employeescheduling/domain/EmployeeSchedule.class b/target/classes/org/acme/employeescheduling/domain/EmployeeSchedule.class new file mode 100644 index 0000000..aacd7c2 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/domain/EmployeeSchedule.class differ diff --git a/target/classes/org/acme/employeescheduling/domain/Shift.class b/target/classes/org/acme/employeescheduling/domain/Shift.class new file mode 100644 index 0000000..fe81e61 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/domain/Shift.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$CountDistribution.class b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$CountDistribution.class new file mode 100644 index 0000000..691b0fd Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$CountDistribution.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$DemoData.class b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$DemoData.class new file mode 100644 index 0000000..aca24c4 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$DemoData.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$DemoDataParameters.class b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$DemoDataParameters.class new file mode 100644 index 0000000..ac72abc Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator$DemoDataParameters.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator.class b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator.class new file mode 100644 index 0000000..79a67f1 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/DemoDataGenerator.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleDemoResource.class b/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleDemoResource.class new file mode 100644 index 0000000..8691997 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleDemoResource.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleResource$Job.class b/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleResource$Job.class new file mode 100644 index 0000000..cfa9eca Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleResource$Job.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleResource.class b/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleResource.class new file mode 100644 index 0000000..0ccf75a Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/EmployeeScheduleResource.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverException.class b/target/classes/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverException.class new file mode 100644 index 0000000..de97bf5 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverException.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverExceptionMapper.class b/target/classes/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverExceptionMapper.class new file mode 100644 index 0000000..48aa4e5 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverExceptionMapper.class differ diff --git a/target/classes/org/acme/employeescheduling/rest/exception/ErrorInfo.class b/target/classes/org/acme/employeescheduling/rest/exception/ErrorInfo.class new file mode 100644 index 0000000..520d44d Binary files /dev/null and b/target/classes/org/acme/employeescheduling/rest/exception/ErrorInfo.class differ diff --git a/target/classes/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProvider.class b/target/classes/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProvider.class new file mode 100644 index 0000000..81a4498 Binary files /dev/null and b/target/classes/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProvider.class differ diff --git a/target/employee-scheduling-dev.jar b/target/employee-scheduling-dev.jar new file mode 100644 index 0000000..628c3e4 Binary files /dev/null and b/target/employee-scheduling-dev.jar differ diff --git a/target/maven-status/maven-compiler-plugin/compile/default-compile/createdFiles.lst b/target/maven-status/maven-compiler-plugin/compile/default-compile/createdFiles.lst new file mode 100644 index 0000000..04ac5e6 --- /dev/null +++ b/target/maven-status/maven-compiler-plugin/compile/default-compile/createdFiles.lst @@ -0,0 +1,14 @@ +org/acme/employeescheduling/domain/EmployeeSchedule.class +org/acme/employeescheduling/rest/DemoDataGenerator$CountDistribution.class +org/acme/employeescheduling/rest/DemoDataGenerator$DemoDataParameters.class +org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverException.class +org/acme/employeescheduling/rest/EmployeeScheduleDemoResource.class +org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProvider.class +org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverExceptionMapper.class +org/acme/employeescheduling/rest/EmployeeScheduleResource$Job.class +org/acme/employeescheduling/rest/EmployeeScheduleResource.class +org/acme/employeescheduling/rest/DemoDataGenerator.class +org/acme/employeescheduling/domain/Shift.class +org/acme/employeescheduling/domain/Employee.class +org/acme/employeescheduling/rest/exception/ErrorInfo.class +org/acme/employeescheduling/rest/DemoDataGenerator$DemoData.class diff --git a/target/maven-status/maven-compiler-plugin/compile/default-compile/inputFiles.lst b/target/maven-status/maven-compiler-plugin/compile/default-compile/inputFiles.lst new file mode 100644 index 0000000..df48964 --- /dev/null +++ b/target/maven-status/maven-compiler-plugin/compile/default-compile/inputFiles.lst @@ -0,0 +1,10 @@ +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/domain/Employee.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/domain/EmployeeSchedule.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/domain/Shift.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/rest/DemoDataGenerator.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/rest/EmployeeScheduleDemoResource.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/rest/EmployeeScheduleResource.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverException.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverExceptionMapper.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/rest/exception/ErrorInfo.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/main/java/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProvider.java diff --git a/target/maven-status/maven-compiler-plugin/compile/null/createdFiles.lst b/target/maven-status/maven-compiler-plugin/compile/null/createdFiles.lst new file mode 100644 index 0000000..e69de29 diff --git a/target/maven-status/maven-compiler-plugin/compile/null/inputFiles.lst b/target/maven-status/maven-compiler-plugin/compile/null/inputFiles.lst new file mode 100644 index 0000000..55f3d04 --- /dev/null +++ b/target/maven-status/maven-compiler-plugin/compile/null/inputFiles.lst @@ -0,0 +1,10 @@ +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/domain/Employee.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/domain/EmployeeSchedule.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/domain/Shift.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/rest/DemoDataGenerator.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/rest/EmployeeScheduleDemoResource.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/rest/EmployeeScheduleResource.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverException.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/rest/exception/EmployeeScheduleSolverExceptionMapper.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/rest/exception/ErrorInfo.java +/home/virt/timefold-quickstarts/java/collect-sang/src/main/java/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProvider.java diff --git a/target/maven-status/maven-compiler-plugin/testCompile/null/createdFiles.lst b/target/maven-status/maven-compiler-plugin/testCompile/null/createdFiles.lst new file mode 100644 index 0000000..7d6a317 --- /dev/null +++ b/target/maven-status/maven-compiler-plugin/testCompile/null/createdFiles.lst @@ -0,0 +1,4 @@ +org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProviderTest.class +org/acme/employeescheduling/rest/EmployeeScheduleResourceTest.class +org/acme/employeescheduling/rest/EmployeeSchedulingEnvironmentTest.class +org/acme/employeescheduling/rest/EmployeeSchedulingResourceIT.class diff --git a/target/maven-status/maven-compiler-plugin/testCompile/null/inputFiles.lst b/target/maven-status/maven-compiler-plugin/testCompile/null/inputFiles.lst new file mode 100644 index 0000000..c6fe8c2 --- /dev/null +++ b/target/maven-status/maven-compiler-plugin/testCompile/null/inputFiles.lst @@ -0,0 +1,4 @@ +/home/virt/timefold-quickstarts/java/employee-scheduling/src/test/java/org/acme/employeescheduling/rest/EmployeeScheduleResourceTest.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/test/java/org/acme/employeescheduling/rest/EmployeeSchedulingEnvironmentTest.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/test/java/org/acme/employeescheduling/rest/EmployeeSchedulingResourceIT.java +/home/virt/timefold-quickstarts/java/employee-scheduling/src/test/java/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProviderTest.java diff --git a/target/quarkus/bootstrap/dev-app-model.dat b/target/quarkus/bootstrap/dev-app-model.dat new file mode 100644 index 0000000..ff441c9 Binary files /dev/null and b/target/quarkus/bootstrap/dev-app-model.dat differ diff --git a/target/test-classes/org/acme/employeescheduling/rest/EmployeeScheduleResourceTest.class b/target/test-classes/org/acme/employeescheduling/rest/EmployeeScheduleResourceTest.class new file mode 100644 index 0000000..8df3bc6 Binary files /dev/null and b/target/test-classes/org/acme/employeescheduling/rest/EmployeeScheduleResourceTest.class differ diff --git a/target/test-classes/org/acme/employeescheduling/rest/EmployeeSchedulingEnvironmentTest.class b/target/test-classes/org/acme/employeescheduling/rest/EmployeeSchedulingEnvironmentTest.class new file mode 100644 index 0000000..33abebd Binary files /dev/null and b/target/test-classes/org/acme/employeescheduling/rest/EmployeeSchedulingEnvironmentTest.class differ diff --git a/target/test-classes/org/acme/employeescheduling/rest/EmployeeSchedulingResourceIT.class b/target/test-classes/org/acme/employeescheduling/rest/EmployeeSchedulingResourceIT.class new file mode 100644 index 0000000..c942089 Binary files /dev/null and b/target/test-classes/org/acme/employeescheduling/rest/EmployeeSchedulingResourceIT.class differ diff --git a/target/test-classes/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProviderTest.class b/target/test-classes/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProviderTest.class new file mode 100644 index 0000000..6338494 Binary files /dev/null and b/target/test-classes/org/acme/employeescheduling/solver/EmployeeSchedulingConstraintProviderTest.class differ diff --git a/vi b/vi new file mode 100644 index 0000000..18e541f --- /dev/null +++ b/vi @@ -0,0 +1,162 @@ +{ + "employees": [ + { + "name": "Marie Dupont", + "skills": ["INFIRMIER", "PRELEVEMENT"], + "unavailableDates": ["2024-12-25", "2024-12-26"], + "undesiredDates": ["2024-12-24", "2024-12-31"], + "desiredDates": ["2024-12-20", "2024-12-21"] + }, + { + "name": "Pierre Martin", + "skills": ["MEDECIN", "SUPERVISION"], + "unavailableDates": ["2024-12-30"], + "undesiredDates": ["2024-12-29"], + "desiredDates": ["2024-12-22", "2024-12-23"] + }, + { + "name": "Sophie Bernard", + "skills": ["INFIRMIER", "ACCUEIL"], + "unavailableDates": [], + "undesiredDates": ["2024-12-25"], + "desiredDates": ["2024-12-24", "2024-12-28"] + }, + { + "name": "Jean Leroy", + "skills": ["PRELEVEMENT", "TRANSPORT"], + "unavailableDates": ["2024-12-24", "2024-12-25"], + "undesiredDates": [], + "desiredDates": ["2024-12-27", "2024-12-30"] + }, + { + "name": "Anne Moreau", + "skills": ["MEDECIN", "INFIRMIER"], + "unavailableDates": ["2024-12-26"], + "undesiredDates": ["2024-12-31"], + "desiredDates": ["2024-12-21", "2024-12-29"] + }, + { + "name": "Luc Petit", + "skills": ["ACCUEIL", "TRANSPORT"], + "unavailableDates": [], + "undesiredDates": ["2024-12-20"], + "desiredDates": ["2024-12-25", "2024-12-26"] + } + ], + "shifts": [ + { + "id": "shift_001", + "start": "2024-12-20T08:00:00", + "end": "2024-12-20T16:00:00", + "location": "Centre de collecte - Toulouse", + "requiredSkill": "INFIRMIER", + "employee": null + }, + { + "id": "shift_002", + "start": "2024-12-20T14:00:00", + "end": "2024-12-20T22:00:00", + "location": "Centre de collecte - Toulouse", + "requiredSkill": "PRELEVEMENT", + "employee": null + }, + { + "id": "shift_003", + "start": "2024-12-21T06:00:00", + "end": "2024-12-21T14:00:00", + "location": "Hôpital Purpan", + "requiredSkill": "MEDECIN", + "employee": null + }, + { + "id": "shift_004", + "start": "2024-12-21T08:00:00", + "end": "2024-12-21T12:00:00", + "location": "Centre de collecte - Colomiers", + "requiredSkill": "ACCUEIL", + "employee": null + }, + { + "id": "shift_005", + "start": "2024-12-22T09:00:00", + "end": "2024-12-22T17:00:00", + "location": "Centre de collecte - Blagnac", + "requiredSkill": "INFIRMIER", + "employee": null + }, + { + "id": "shift_006", + "start": "2024-12-22T13:00:00", + "end": "2024-12-22T18:00:00", + "location": "Transport mobile", + "requiredSkill": "TRANSPORT", + "employee": null + }, + { + "id": "shift_007", + "start": "2024-12-23T07:00:00", + "end": "2024-12-23T15:00:00", + "location": "Hôpital Rangueil", + "requiredSkill": "MEDECIN", + "employee": null + }, + { + "id": "shift_008", + "start": "2024-12-23T10:00:00", + "end": "2024-12-23T16:00:00", + "location": "Centre de collecte - Toulouse", + "requiredSkill": "PRELEVEMENT", + "employee": null + }, + { + "id": "shift_009", + "start": "2024-12-24T08:00:00", + "end": "2024-12-24T14:00:00", + "location": "Centre de collecte - Colomiers", + "requiredSkill": "INFIRMIER", + "employee": null + }, + { + "id": "shift_010", + "start": "2024-12-27T09:00:00", + "end": "2024-12-27T17:00:00", + "location": "Centre de collecte - Toulouse", + "requiredSkill": "SUPERVISION", + "employee": null + }, + { + "id": "shift_011", + "start": "2024-12-28T08:00:00", + "end": "2024-12-28T16:00:00", + "location": "Centre de collecte - Blagnac", + "requiredSkill": "ACCUEIL", + "employee": null + }, + { + "id": "shift_012", + "start": "2024-12-29T06:00:00", + "end": "2024-12-29T14:00:00", + "location": "Hôpital Purpan", + "requiredSkill": "MEDECIN", + "employee": null + }, + { + "id": "shift_013", + "start": "2024-12-30T10:00:00", + "end": "2024-12-30T18:00:00", + "location": "Transport mobile", + "requiredSkill": "TRANSPORT", + "employee": null + }, + { + "id": "shift_014", + "start": "2024-12-31T08:00:00", + "end": "2024-12-31T16:00:00", + "location": "Centre de collecte - Toulouse", + "requiredSkill": "INFIRMIER", + "employee": null + } + ], + "score": null, + "solverStatus": null +}