App Domain Pathway Prediction (#47)

Co-authored-by: Tim Lorsbach <tim@lorsba.ch>
Reviewed-on: enviPath/enviPy#47
This commit is contained in:
2025-08-19 02:53:56 +12:00
parent 3308d47071
commit c3c1d4f5cf
9 changed files with 424 additions and 178 deletions

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@ -269,141 +269,6 @@
<script>
function handleAssessmentResponse(data) {
var inside_app_domain = "<a class='list-group-item'>This compound is " + (data["assessment"]["inside_app_domain"] ? "inside" : "outside") + " the Applicability Domain derived from the chemical (PCA) space constructed using the training data." + "</a>";
var functionalGroupsImgSrc = "<img width='400' src='{% url 'depict' %}?smiles=" + encodeURIComponent(data['assessment']['smiles']) + "'>";
var reactivityCentersImgSrc = "<img width='400' src='{% url 'depict' %}?smiles=" + encodeURIComponent(data['assessment']['smiles']) + "'>";
tpl = `<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
<h4 class="panel-title">
<a id="app-domain-assessment-functional-groups-link" data-toggle="collapse" data-parent="#app-domain-assessment" href="#app-domain-assessment-functional-groups">Functional Groups Covered by Model</a>
</h4>
</div>
<div id="app-domain-assessment-functional-groups" class="panel-collapse collapse">
<div class="panel-body list-group-item">
${inside_app_domain}
<p></p>
<div id="image-div" align="center">
${functionalGroupsImgSrc}
</div>
</div>
</div>
<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
<h4 class="panel-title">
<a id="app-domain-assessment-reactivity-centers-link" data-toggle="collapse" data-parent="#app-domain-assessment" href="#app-domain-assessment-reactivity-centers">Reactivity Centers</a>
</h4>
</div>
<div id="app-domain-assessment-reactivity-centers" class="panel-collapse collapse">
<div class="panel-body list-group-item">
<div id="image-div" align="center">
${reactivityCentersImgSrc}
</div>
</div>
</div>`
var transformations = '';
for (t in data['assessment']['transformations']) {
transObj = data['assessment']['transformations'][t];
var neighbors = '';
for (n in transObj['neighbors']) {
neighObj = transObj['neighbors'][n];
var neighImg = "<img width='100%' src='" + transObj['rule']['url'] + "?smiles=" + encodeURIComponent(neighObj['smiles']) + "'>";
var objLink = `<a class='list-group-item' href="${neighObj['url']}">${neighObj['name']}</a>`
var neighPredProb = "<a class='list-group-item'>Predicted probability: " + neighObj['probability'].toFixed(2) + "</a>";
var pwLinks = '';
for (pw in neighObj['related_pathways']) {
var pwObj = neighObj['related_pathways'][pw];
pwLinks += "<a class='list-group-item' href=" + pwObj['url'] + ">" + pwObj['name'] + "</a>";
}
var expPathways = `
<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
<h4 class="panel-title">
<a id="transformation-${t}-neighbor-${n}-exp-pathway-link" data-toggle="collapse" data-parent="#transformation-${t}-neighbor-${n}" href="#transformation-${t}-neighbor-${n}-exp-pathway">Experimental Pathways</a>
</h4>
</div>
<div id="transformation-${t}-neighbor-${n}-exp-pathway" class="panel-collapse collapse">
<div class="panel-body list-group-item">
${pwLinks}
</div>
</div>
`
if (pwLinks === '') {
expPathways = ''
}
neighbors += `
<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
<h4 class="panel-title">
<a id="transformation-${t}-neighbor-${n}-link" data-toggle="collapse" data-parent="#transformation-${t}" href="#transformation-${t}-neighbor-${n}">Analog Transformation on ${neighObj['name']}</a>
</h4>
</div>
<div id="transformation-${t}-neighbor-${n}" class="panel-collapse collapse">
<div class="panel-body list-group-item">
${objLink}
${neighPredProb}
${expPathways}
<p></p>
<div id="image-div" align="center">
${neighImg}
</div>
</div>
</div>
`
}
var panelName = null;
var objLink = null;
if (transObj['is_predicted']) {
panelName = `Predicted Transformation by ${transObj['rule']['name']}`;
objLink = `<a class='list-group-item' href="${transObj['edge']['url']}">${transObj['edge']['name']}</a>`
} else {
panelName = `Potential Transformation by applying ${transObj['rule']['name']}`;
objLink = `<a class='list-group-item' href="${transObj['rule']['url']}">${transObj['rule']['name']}</a>`
}
var predProb = "<a class='list-group-item'>Predicted probability: " + transObj['probability'].toFixed(2) + "</a>";
var timesTriggered = "<a class='list-group-item'>This rule has triggered " + transObj['times_triggered'] + " times in the training set</a>";
var reliability = "<a class='list-group-item'>Reliability: " + transObj['reliability'].toFixed(2) + " (" + (transObj['reliability'] > data['ad_params']['reliability_threshold'] ? "&gt" : "&lt") + " Reliability Threshold of " + data['ad_params']['reliability_threshold'] + ") </a>";
var localCompatibility = "<a class='list-group-item'>Local Compatibility: " + transObj['local_compatibility'].toFixed(2) + " (" + (transObj['local_compatibility'] > data['ad_params']['local_compatibilty_threshold'] ? "&gt" : "&lt") + " Local Compatibility Threshold of " + data['ad_params']['local_compatibilty_threshold'] + ")</a>";
var transImg = "<img width='100%' src='" + transObj['rule']['url'] + "?smiles=" + encodeURIComponent(data['assessment']['smiles']) + "'>";
var transformation = `
<div class="panel panel-default panel-heading list-group-item" style="background-color:silver">
<h4 class="panel-title">
<a id="transformation-${t}-link" data-toggle="collapse" data-parent="#transformation-${t}" href="#transformation-${t}">${panelName}</a>
</h4>
</div>
<div id="transformation-${t}" class="panel-collapse collapse">
<div class="panel-body list-group-item">
${objLink}
${predProb}
${timesTriggered}
${reliability}
${localCompatibility}
<p></p>
<div id="image-div" align="center">
${transImg}
</div>
<p></p>
${neighbors}
</div>
</div>
`
transformations += transformation;
}
res = tpl + transformations;
$("#appDomainAssessmentResultTable").append(res);
}
function handlePredictionResponse(data) {
res = "<table class='table table-striped'>"
res += "<thead>"
@ -498,7 +363,7 @@
success: function (data, textStatus) {
try {
$("#appDomainLoading").empty();
handleAssessmentResponse(data);
handleAssessmentResponse("{% url 'depict' %}", data);
console.log(data);
} catch (error) {
console.log("Error");

View File

@ -69,7 +69,18 @@
</div>
</div>
{% if app_domain_assessment_data %}
<div id="appDomainAssessmentResultTable"></div>
<script>
$(document).ready(function () {
handleAssessmentResponse("{% url 'depict' %}", {{ app_domain_assessment_data|safe }})
})
</script>
{% endif %}
</div>
</div>
{% endblock content %}

View File

@ -4,16 +4,22 @@
<script src="https://d3js.org/d3.v7.min.js"></script>
<style>
svg {
#vizdiv {
width: 100%;
height: 600px;
background: white;
}
#pwsvg {
width: 100%;
height: 100%;
color: red;
}
.link {
stroke: #999;
stroke-opacity: 0.6;
marker-end: url(#arrow);
//marker-end: url(#arrow);
}
.link_no_arrow {
@ -31,6 +37,31 @@
stroke-width: 1.5px;
}
.inside_app_domain {
fill: green;
stroke: green;
stroke-width: 1.5px;
}
.outside_app_domain {
fill: red;
stroke: red;
stroke-width: 1.5px;
}
.passes_app_domain {
stroke: green;
stroke-width: 1.5px;
stroke-opacity: 0.6;
}
.fails_app_domain {
stroke: red;
stroke-width: 1.5px;
stroke-opacity: 0.6;
}
.highlighted {
stroke: red;
stroke-width: 3px;
@ -80,8 +111,7 @@
<ul class="nav navbar-nav">
<li class="dropdown requiresWritePerm">
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button"
aria-haspopup="true"
aria-expanded="false">
aria-haspopup="true" aria-expanded="false">
<span class="glyphicon glyphicon-edit"></span>
Edit
<span class="caret"></span></a>
@ -91,11 +121,26 @@
{% endblock %}
</ul>
</li>
{% if pathway.setting.model.app_domain %}
<li class="dropdown">
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button"
aria-haspopup="true" aria-expanded="false">
<span class="glyphicon glyphicon-eye-open"></span>
View
<span class="caret"></span></a>
<ul id="editingList" class="dropdown-menu">
<li>
<a class="button" id="app-domain-toggle-button">
<i id="app-domain-toggle-button" class="glyphicon glyphicon-eye-open"></i> App Domain View</a>
</li>
</ul>
</li>
{% endif %}
</ul>
<ul class="nav navbar-nav navbar-right">
<li>
<a role="button" data-toggle="modal" onclick="goFullscreen('pwcontent')">
<a role="button" data-toggle="modal" onclick="goFullscreen('vizdiv')">
<span class="glyphicon glyphicon-fullscreen"></span>
Fullscreen
</a>
@ -126,16 +171,24 @@
</div>
</nav>
<div id="vizdiv">
<svg width="2000" height="2000">
<div id="vizdiv" >
<svg id="pwsvg">
{% if debug %}
<rect width="100%" height="100%" fill="aliceblue"/>
{% endif %}
<defs>
<marker id="arrow" viewBox="0 0 10 10" refX="43" refY="5" markerWidth="6" markerHeight="6"
orient="auto-start-reverse">
orient="auto-start-reverse" markerUnits="userSpaceOnUse">
<path d="M 0 0 L 10 5 L 0 10 z" fill="#999"/>
</marker>
<marker id="arrow_passes_app_domain" viewBox="0 0 10 10" refX="43" refY="5" markerWidth="6" markerHeight="6"
orient="auto-start-reverse" markerUnits="userSpaceOnUse">
<path d="M 0 0 L 10 5 L 0 10 z" fill="green"/>
</marker>
<marker id="arrow_fails_app_domain" viewBox="0 0 10 10" refX="43" refY="5" markerWidth="6" markerHeight="6"
orient="auto-start-reverse" markerUnits="userSpaceOnUse">
<path d="M 0 0 L 10 5 L 0 10 z" fill="red"/>
</marker>
</defs>
<g id="zoomable"></g>
</svg>
@ -160,7 +213,7 @@
<a id="pathwaySettingLink" data-toggle="collapse" data-parent="#pathwayAccordion"
href="#pathwaySetting">Setting</a></h4>
</div>
<div id="pathwaySetting" class="panel-collapse collapse in">
<div id="pathwaySetting" class="panel-collapse collapse">
<div class="panel-body list-group-item" id="pathwaySettingContent">
<table class="table table-bordered table-hover">
<tr style="background-color: rgba(0, 0, 0, 0.08);">
@ -246,6 +299,8 @@
</div>
</div>
<script>
// Globla switch for app domain view
var appDomainViewEnabled = false;
function goFullscreen(id) {
var element = document.getElementById(id);
@ -267,6 +322,51 @@
// TODO fix somewhere else...
var newDesc = transformReferences($('#DescriptionContent')[0].innerText);
$('#DescriptionContent').html(newDesc);
$('#app-domain-toggle-button').on('click', function () {
// glyphicon glyphicon-eye-close
// glyphicon glyphicon-eye-open
appDomainViewEnabled = !appDomainViewEnabled;
if (appDomainViewEnabled) {
$('#app-domain-toggle-button > i').removeClass('glyphicon-eye-open');
$('#app-domain-toggle-button > i').addClass('glyphicon-eye-close');
nodes.forEach((x) => {
if(x.app_domain) {
if (x.app_domain.inside_app_domain) {
d3.select(x.el).select("circle").classed("inside_app_domain", true);
} else {
d3.select(x.el).select("circle").classed("outside_app_domain", true);
}
}
});
links.forEach((x) => {
if(x.app_domain) {
if (x.app_domain.passes_app_domain) {
d3.select(x.el).attr("marker-end", d => d.target.pseudo ? "" : "url(#arrow_passes_app_domain)");
d3.select(x.el).classed("passes_app_domain", true);
} else {
d3.select(x.el).attr("marker-end", d => d.target.pseudo ? "" : "url(#arrow_fails_app_domain)");
d3.select(x.el).classed("fails_app_domain", true);
}
}
});
} else {
$('#app-domain-toggle-button > i').removeClass('glyphicon-eye-close');
$('#app-domain-toggle-button > i').addClass('glyphicon-eye-open');
nodes.forEach((x) => {
d3.select(x.el).select("circle").classed("inside_app_domain", false);
d3.select(x.el).select("circle").classed("outside_app_domain", false);
});
links.forEach((x) => {
d3.select(x.el).attr("marker-end", d => d.target.pseudo ? "" : "url(#arrow)");
d3.select(x.el).classed("passes_app_domain", false);
d3.select(x.el).classed("fails_app_domain", false);
});
}
})
});
</script>