forked from enviPath/enviPy
liambrydon
34589efbde
## Changes - All text input fields are now cleaned with nh3 to remove html tags. We allow certain html tags under `settings.py/ALLOWED_HTML_TAGS` so we can easily update the tags we allow in the future. - All names and descriptions now use the template tag `nh_safe` in all html files. - Usernames and emails are a small exception and are not allowed any html tags Co-authored-by: Liam Brydon <62733830+MyCreativityOutlet@users.noreply.github.com> Co-authored-by: jebus <lorsbach@envipath.com> Co-authored-by: Tim Lorsbach <tim@lorsba.ch> Reviewed-on: enviPath/enviPy#171 Reviewed-by: jebus <lorsbach@envipath.com> Co-authored-by: liambrydon <lbry121@aucklanduni.ac.nz> Co-committed-by: liambrydon <lbry121@aucklanduni.ac.nz>
402 lines
18 KiB
HTML
402 lines
18 KiB
HTML
{% extends "framework.html" %}
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{% load static %}
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{% block content %}
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{% block action_modals %}
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{% include "modals/objects/edit_model_modal.html" %}
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{% include "modals/objects/evaluate_model_modal.html" %}
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{% include "modals/objects/retrain_model_modal.html" %}
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{% include "modals/objects/generic_delete_modal.html" %}
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{% endblock action_modals %}
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<!-- Include required libs -->
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<script src="https://d3js.org/d3.v5.min.js"></script>
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<script src="https://cdn.jsdelivr.net/npm/c3@0.7.20/c3.min.js"></script>
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<link href="https://cdn.jsdelivr.net/npm/c3@0.7.20/c3.min.css" rel="stylesheet">
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<div class="panel-group" id="model-detail">
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<div class="panel panel-default">
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<div class="panel-heading" id="headingPanel" style="font-size:2rem;height: 46px">
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{{ model.name|safe }}
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<div id="actionsButton"
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style="float: right;font-weight: normal;font-size: medium;position: relative; top: 50%; transform: translateY(-50%);z-index:100;display: none;"
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class="dropdown"><a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button"
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aria-haspopup="true" aria-expanded="false"><span
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class="glyphicon glyphicon-wrench"></span> Actions <span class="caret"></span><span
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style="padding-right:1em"></span></a>
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<ul id="actionsList" class="dropdown-menu">
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{% block actions %}
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{% include "actions/objects/model.html" %}
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{% endblock %}
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</ul>
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</div>
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</div>
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<div class="panel-body">
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<p> {{ model.description|safe }} </p>
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</div>
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{% if model|classname == 'MLRelativeReasoning' or model|classname == 'RuleBasedRelativeReasoning'%}
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<!-- Rule Packages -->
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<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
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<h4 class="panel-title">
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<a id="rule-package-link" data-toggle="collapse" data-parent="#model-detail"
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href="#rule-package">Rule Packages</a>
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</h4>
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</div>
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<div id="rule-package" class="panel-collapse collapse in">
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<div class="panel-body list-group-item">
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{% for p in model.rule_packages.all %}
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<a class="list-group-item" href="{{ p.url }}">{{ p.name|safe }}</a>
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{% endfor %}
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</div>
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</div>
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<!-- Reaction Packages -->
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<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
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<h4 class="panel-title">
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<a id="reaction-package-link" data-toggle="collapse" data-parent="#model-detail"
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href="#reaction-package">Rule Packages</a>
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</h4>
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</div>
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<div id="reaction-package" class="panel-collapse collapse in">
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<div class="panel-body list-group-item">
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{% for p in model.data_packages.all %}
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<a class="list-group-item" href="{{ p.url }}">{{ p.name|safe }}</a>
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{% endfor %}
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</div>
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</div>
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{% if model.eval_packages.all|length > 0 %}
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<!-- Eval Packages -->
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<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
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<h4 class="panel-title">
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<a id="eval-package-link" data-toggle="collapse" data-parent="#model-detail"
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href="#eval-package">Rule Packages</a>
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</h4>
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</div>
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<div id="eval-package" class="panel-collapse collapse in">
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<div class="panel-body list-group-item">
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{% for p in model.eval_packages.all %}
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<a class="list-group-item" href="{{ p.url }}">{{ p.name|safe }}</a>
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{% endfor %}
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</div>
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</div>
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{% endif %}
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<!-- Model Status -->
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<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
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<h4 class="panel-title">
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<a id="model-status-link" data-toggle="collapse" data-parent="#model-detail"
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href="#model-status">Model Status</a>
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</h4>
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</div>
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<div id="model-status" class="panel-collapse collapse in">
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<div class="panel-body list-group-item">
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{{ model.status }}
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</div>
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</div>
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{% endif %}
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{% if model.ready_for_prediction %}
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<!-- Predict Panel -->
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<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
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<h4 class="panel-title">
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<a id="predict-smiles-link" data-toggle="collapse" data-parent="#model-detail"
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href="#predict-smiles">Predict</a>
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</h4>
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</div>
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<div id="predict-smiles" class="panel-collapse collapse in">
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<div class="panel-body list-group-item">
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<div class="input-group">
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<input id="smiles-to-predict" type="text" class="form-control"
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placeholder="CCN(CC)C(=O)C1=CC(=CC=C1)C">
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<span class="input-group-btn">
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<button class="btn btn-default" type="submit" id="predict-button">Predict!</button>
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</span>
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</div>
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<div id="predictLoading"></div>
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<div id="predictResultTable"></div>
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</div>
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</div>
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<!-- End Predict Panel -->
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{% endif %}
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{% if model.ready_for_prediction and model.app_domain %}
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<!-- App Domain -->
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<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
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<h4 class="panel-title">
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<a id="app-domain-assessment-link" data-toggle="collapse" data-parent="#model-detail"
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href="#app-domain-assessment">Applicability Domain Assessment</a>
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</h4>
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</div>
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<div id="app-domain-assessment" class="panel-collapse collapse in">
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<div class="panel-body list-group-item">
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<div class="input-group">
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<input id="smiles-to-assess" type="text" class="form-control" placeholder="CCN(CC)C(=O)C1=CC(=CC=C1)C">
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<span class="input-group-btn">
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<button class="btn btn-default" type="submit" id="assess-button">Assess!</button>
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</span>
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</div>
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<div id="appDomainLoading"></div>
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<div id="appDomainAssessmentResultTable"></div>
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</div>
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</div>
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<!-- End App Domain -->
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{% endif %}
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{% if model.model_status == 'FINISHED' %}
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<!-- Single Gen Curve Panel -->
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<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
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<h4 class="panel-title">
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<a id="sg-curve-link" data-toggle="collapse" data-parent="#model-detail"
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href="#sg-curve">Precision Recall Curve</a>
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</h4>
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</div>
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<div id="sg-curve" class="panel-collapse collapse in">
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<div class="panel-body list-group-item">
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<!-- Center container contents -->
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<div class="container" style="display: flex;justify-content: center;">
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<div id="sg-curve-plotdiv" class="chart">
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<div id="sg-chart"></div>
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</div>
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</div>
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</div>
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</div>
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<script>
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$(function () {
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if (!($('#sg-chart').length > 0)) {
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return;
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}
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var x = ['Recall'];
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var y = ['Precision'];
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var thres = ['threshold'];
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// Compare function for the given array
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function compare(a, b) {
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if (a.threshold < b.threshold)
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return -1;
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else if (a.threshold > b.threshold)
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return 1;
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else
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return 0;
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}
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function getIndexForValue(data, val, val_name) {
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for (var idx in data) {
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if (data[idx][val_name] == val) {
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return idx;
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}
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}
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return -1;
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}
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var data = {{ model.pr_curve|safe }}
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var dataLength = Object.keys(data).length;
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data.sort(compare);
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for (var idx in data) {
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var d = data[idx];
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x.push(d.recall);
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y.push(d.precision);
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thres.push(d.threshold);
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}
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var chart = c3.generate({
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bindto: '#sg-chart',
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data: {
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onclick: function (d, e) {
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var idx = d.index;
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var thresh = data[dataLength - idx - 1].threshold;
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//onclick(thresh)
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},
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x: 'Recall',
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y: 'Precision',
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columns: [
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x,
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y,
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//thres
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]
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},
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size: {
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height: 400, // TODO: Make variable to current modal width
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width: 480
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},
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axis: {
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x: {
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max: 1,
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min: 0,
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label: 'Recall',
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padding: 0,
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tick: {
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fit: true,
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values: [0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0]
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}
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},
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y: {
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max: 1,
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min: 0,
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label: 'Precision',
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padding: 0,
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tick: {
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fit: true,
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values: [0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0]
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}
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}
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},
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point: {
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r: 4
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},
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tooltip: {
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format: {
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title: function (recall) {
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idx = getIndexForValue(data, recall, "recall");
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if (idx != -1) {
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return "Threshold: " + data[idx].threshold;
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}
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return "";
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},
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value: function (precision, ratio, id) {
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return undefined;
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}
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}
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},
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zoom: {
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enabled: true
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}
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});
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});
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</script>
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<!-- End Single Gen Curve Panel -->
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{% endif %}
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</div>
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</div>
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<script>
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function handlePredictionResponse(data) {
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res = "<table class='table table-striped'>"
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res += "<thead>"
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res += "<th scope='col'>#</th>"
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columns = ['products', 'image', 'probability', 'btrule']
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for (col in columns) {
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res += "<th scope='col'>" + columns[col] + "</th>"
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}
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res += "</thead>"
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res += "<tbody>"
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var cnt = 1;
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for (transformation in data) {
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res += "<tr>"
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res += "<th scope='row'>" + cnt + "</th>"
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res += "<th scope='row'>" + data[transformation]['products'][0].join(', ') + "</th>"
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res += "<th scope='row'>" + "<img width='400' src='{% url 'depict' %}?smiles=" + encodeURIComponent(data[transformation]['products'][0].join('.')) + "'></th>"
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res += "<th scope='row'>" + data[transformation]['probability'].toFixed(3) + "</th>"
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if (data[transformation]['btrule'] != null) {
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res += "<th scope='row'>" + "<a href='" + data[transformation]['btrule']['url'] + "'>" + data[transformation]['btrule']['name'] + "</a>" + "</th>"
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} else {
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res += "<th scope='row'>N/A</th>"
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}
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res += "</tr>"
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cnt += 1;
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}
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res += "</tbody>"
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res += "</table>"
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$("#predictResultTable").append(res);
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}
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function clear(divid) {
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$("#" + divid).removeClass("alert alert-danger");
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$("#" + divid).empty();
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}
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if ($('#predict-button').length > 0) {
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$("#predict-button").on("click", function (e) {
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e.preventDefault();
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clear("predictResultTable");
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data = {
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"smiles": $("#smiles-to-predict").val(),
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"classify": "ILikeCats!"
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}
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if (data["smiles"].trim() === "") {
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$("#predictResultTable").addClass("alert alert-danger");
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$("#predictResultTable").append("Please enter a SMILES string to predict!");
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return;
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}
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makeLoadingGif("#predictLoading", "{% static '/images/wait.gif' %}");
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$.ajax({
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type: 'get',
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data: data,
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url: '',
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success: function (data, textStatus) {
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try {
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$("#predictLoading").empty();
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handlePredictionResponse(data);
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} catch (error) {
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$("#predictLoading").empty();
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$("#predictResultTable").addClass("alert alert-danger");
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$("#predictResultTable").append("Error while processing response :/");
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}
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},
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error: function (jqXHR, textStatus, errorThrown, x) {
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$("#predictLoading").empty();
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$("#predictResultTable").addClass("alert alert-danger");
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$("#predictResultTable").append(jqXHR.responseJSON.error);
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},
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});
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});
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}
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if ($('#assess-button').length > 0) {
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$("#assess-button").on("click", function (e) {
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e.preventDefault();
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clear("appDomainAssessmentResultTable");
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data = {
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"smiles": $("#smiles-to-assess").val(),
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"app-domain-assessment": "ILikeCats!"
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}
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if (data["smiles"].trim() === "") {
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$("#appDomainAssessmentResultTable").addClass("alert alert-danger");
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$("#appDomainAssessmentResultTable").append("Please enter a SMILES string to predict!");
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return;
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}
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makeLoadingGif("#appDomainLoading", "{% static '/images/wait.gif' %}");
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$.ajax({
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type: 'get',
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data: data,
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url: '',
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success: function (data, textStatus) {
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try {
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$("#appDomainLoading").empty();
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handleAssessmentResponse("{% url 'depict' %}", data);
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console.log(data);
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} catch (error) {
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$("#appDomainLoading").empty();
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$("#appDomainAssessmentResultTable").addClass("alert alert-danger");
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$("#appDomainAssessmentResultTable").append("Error while processing response :/");
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}
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},
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error: function (jqXHR, textStatus, errorThrown) {
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$("#appDomainLoading").empty();
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$("#appDomainAssessmentResultTable").addClass("alert alert-danger");
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$("#appDomainAssessmentResultTable").append(jqXHR.responseJSON.error);
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}
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});
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});
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}
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</script>
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{% endblock content %}
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