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| queries = SearchInfo.db({name: {'!is': ''}, lda_vector: {isNull: false}}).get() | |
| console.log queries | |
| graph = {nodes: [], links: []} | |
| i = 0 | |
| _.each queries, (query) -> | |
| graph.nodes.push {name: query.name, group: i++, info: query, size: PageInfo.db({query: query.name}).get().length} | |
| dot = (v1, v2) -> | |
| v = _.map _.zip(v1, v2), (xy) -> xy[0] * xy[1] | |
| v = _.reduce v, (x, y) -> x + y | |
| v | |
| mag = (v) -> | |
| v = _.map v, (x) -> x*x | |
| out = _.reduce v, (x, y) -> x + y | |
| Math.sqrt(out) | |
| cosine = (v1, v2) -> | |
| dot(v1, v2) / (mag(v1) * mag(v2)) | |
| _.each graph.nodes, (node1) -> | |
| _.each graph.nodes, (node2) -> | |
| if node2.group > node1.group | |
| similarity = cosine(node1.info.lda_vector, node2.info.lda_vector) | |
| graph.links.push {source: node1.group, target: node2.group, value: similarity} | |
| console.log 'blah0' | |
| console.log graph | |
| console.log 'blah1' | |
| width = 960 | |
| height = 800 | |
| color = d3.scale.category20() | |
| console.log 'blah2' | |
| force = d3.layout.force() | |
| .charge(1000) | |
| .friction(0.01) | |
| .linkDistance (l) -> Math.pow(1.0 - l.value, 1) * 500 | |
| .size([width, height]) | |
| svg = d3.select("#graph").append("svg") | |
| .attr("width", width) | |
| .attr("height", height) | |
| force.nodes(graph.nodes) | |
| .links(graph.links) | |
| .on("tick", () -> | |
| link.attr("x1", (d) -> d.source.x) | |
| .attr("y1", (d) -> d.source.y) | |
| .attr("x2", (d) -> d.target.x) | |
| .attr("y2", (d) -> d.target.y) | |
| node.attr("cx", (d) -> d.x ) | |
| .attr("cy", (d) -> d.y ) | |
| text.attr("transform", (d) -> | |
| "translate(" + (d.x + (2.5*d.size) + 5) + "," + (d.y + 3) + ")" | |
| ) | |
| pin.attr("transform", (d) -> | |
| "translate(" + (d.x) + "," + (d.y) + ")" | |
| ) | |
| ) | |
| wasDragging = false | |
| drag = force.drag() | |
| .on("drag", (d) -> | |
| console.log 'onDrag' | |
| if (d3.event.sourceEvent.shiftKey) | |
| d3.select(this).classed("fixed", d.fixed = true) | |
| wasDragging = true | |
| ) | |
| .on("dragend", (d) -> | |
| console.log 'onDragEnd' | |
| if (wasDragging and !d3.event.sourceEvent.shiftKey) | |
| d3.select(this).classed("fixed", d.fixed = false) | |
| wasDragging = false | |
| render() | |
| ) | |
| node = svg.selectAll(".node") | |
| link = svg.selectAll(".link") | |
| text = svg.selectAll("text.label") | |
| pin = svg.selectAll(".pin") | |
| render = () -> | |
| console.log 'render' | |
| console.log graph.nodes | |
| console.log 'render' | |
| link = link.data(graph.links) | |
| link.enter().append("line") | |
| .attr("class", "link") | |
| .style("stroke-width", (d) -> | |
| if d.value > 0.2 | |
| Math.pow(d.value, 2) * 3 | |
| else | |
| 0 | |
| ) | |
| node = node.data(graph.nodes) | |
| node.enter().append("circle") | |
| .attr("class", "node") | |
| .attr("r", (d) -> 2.5 * d.size) | |
| .style("fill", (d) -> color(d.group) ) | |
| .call(drag) | |
| .on('click', (d) -> | |
| console.log 'onClick' | |
| if (d3.event.defaultPrevented) | |
| console.log 'onClick no' | |
| return | |
| if (!d3.event.shiftKey) | |
| was_selected = d.selected | |
| node.classed("selected", (p) -> p.selected = p.previouslySelected = false) | |
| d3.select(this).classed("selected", d.selected = !was_selected) | |
| else | |
| was_selected = d.selected | |
| d3.select(this).classed("selected", d.selected = !d.previouslySelected) | |
| d3.select(this).classed("selected", d.selected = !was_selected) | |
| ) | |
| text = text.data(graph.nodes) | |
| text.enter().append("text") | |
| .attr("class", "label") | |
| .attr("fill", (d) -> color(d.group)) | |
| .attr('stroke', 'lightgray') | |
| .attr('stroke-width', 0.5) | |
| .text((d) -> d.name) | |
| pin = pin.data(graph.nodes) | |
| pin.enter().append("circle") | |
| .attr("class", "pin") | |
| .attr("r", (d) -> | |
| if d.fixed | |
| return 3 | |
| return 0 | |
| ) | |
| .style("fill", 'black') | |
| render() | |
| force.start() | |
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