visualization matrix-datagram

datagramas/visualizations/matrix-datagram/__init__.py

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+
+
+VISUALIZATION_CONFIG = {
+    'authors': 'Morin Roa and Eduardo Graells, based on code by Mike Bostock',
+    'requirements': ['d3', 'datagramas'],
+    'visualization_name': 'datagramas.matrix',
+    'figure_id': None,
+    'container_type': 'svg', 
+    'data': {
+        'graph': None,
+    },
+    'options': {
+        'background_color': None,
+        'allowed_events': ['node_click', 'cell_click']
+    },
+    'variables': {
+        'order_by': 'id',
+        'width': 960,
+        'height': 960,
+        'padding': {'left': 100, 'top': 100, 'right': 100, 'bottom': 50},
+        'node_label': 'id',
+        'na_value': None,
+        'na_color': None,
+        'row_normalization_exponent': 0,
+        'normalized_value_name': 'normalized_weight',
+        'grid_color': 'white',
+        'index_name': 'index',
+        'norm_epsilon': 0.00000001,
+        'transition_duration': 1000,
+        'label_font_size': 12,
+        'node_info_length': 10
+    },
+    'colorables': {
+        'item_color': {'value': 'grey', 'palette': None, 'scale': None, 'legend': False, 'n_colors': None},
+        'column_color': {'value': 'grey', 'palette': None, 'scale': None, 'legend': False, 'n_colors': None}
+    }
+}

datagramas/visualizations/matrix-datagram/functions.js

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+
+var normalize = function(matrix) {
+    matrix.forEach(function(row) {
+        var norm = 0;
+        row.forEach(function(d) {
+            var abs_value = Math.abs(datagramas.get(d, _item_color_value));
+            norm += Math.pow(abs_value, _row_normalization_exponent);
+        });
+
+        norm = Math.pow(norm, 1 / _row_normalization_exponent);
+
+        row.forEach(function (d) {
+            d[_normalized_value_name] = norm > _norm_epsilon ? datagramas.get(d, _item_color_value) / norm : 0.0;
+        });
+    });
+};
+
+var draw_row = function(row) {
+    var cell = d3.select(this).selectAll(".cell")
+        .data(row);
+
+    cell.enter().append("rect")
+        .attr("class", "cell")
+        .attr("x", function (d, j) {
+            return x(j);
+        })
+        .attr("width", x.rangeBand())
+        .attr("height", y.rangeBand());
+
+    cell.exit().remove();
+};
+
+var cell_color = function(d) {
+    return _row_normalization_exponent !== null && _row_normalization_exponent ?
+        _item_color(d, _normalized_value_name) : _item_color(d);
+};

datagramas/visualizations/matrix-datagram/template.js

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+datagramas.prepare_graph(_data_graph);
+
+var matrix = new Array(_data_graph.nodes.length);
+
+//Agrega la propiedad index a cada nodo con el valor del indice.
+_data_graph.nodes.forEach(function(node, i) {
+    node[_index_name] = i;
+    matrix[i] = new Array(_data_graph.nodes.length);
+});
+
+// Insertar valores a la matriz. El valor de un elemento de la matriz es un objeto link.
+_data_graph.links.forEach(function(link) {
+    var src_index = datagramas.get(link.source, _index_name);
+    var dst_index = datagramas.get(link.target, _index_name);
+
+    matrix[src_index][dst_index] = link;
+
+    if (!_data_graph.directed) { //Cuando el grafo no es dirigido se duplica el valor del elemento de la matriz con la dirección opuesta.
+        var other = {};
+        var k;
+
+        for (k in link) {
+            if (link.hasOwnProperty(k)) {
+                other[k] = link[k];
+            }
+        }
+
+        other.source = link.target;
+        other.target = link.source;
+
+        matrix[dst_index][src_index] = other;
+    }
+});
+
+//Si se entrega un valor como parámetro a las casillas que no tienen valor desde el grafo.
+if (_na_value !== null){
+    d3.range(0, _data_graph.nodes.length).forEach(function(i) {
+        d3.range(0, _data_graph.nodes.length).forEach(function(j) {
+            if (matrix[i][j] == undefined) {                
+                matrix[i][j] = {};
+                datagramas.set(matrix[i][j], _item_color_value, _na_value);              
+            }
+            else{
+                var existe_propiedad = datagramas.get(matrix[i][j],_item_color_value );
+                if(existe_propiedad == null){ //No existe la propiedad en el enlace entonces se crea
+                    datagramas.set(matrix[i][j], _item_color_value, _na_value);
+                }
+            }
+
+        });
+    });
+}
+
+//En el caso de querer color normalizado por fila // EDU: hice que la norma calculada fuese parametrizable. color relativo es un número así que color relativo puede ser mayor a 0
+if (_row_normalization_exponent > 0) {
+    normalize(matrix);
+}
+
+var proxy_links = [];
+matrix.forEach(function(row) {
+    row.forEach(function(d) {
+        proxy_links.push(d);
+    });
+});
+
+//Recorrer los nombres nodos y por cada uno agregar un text en container
+_data_graph.nodes.forEach(function(node, i) {
+        container.append('text').attr("class", "text_hidden")
+        .attr("x", 0)
+        .attr("y", 0)
+        .attr("dy", ".32em")
+        .attr("text-anchor", "end")
+        .text(function() {
+            return datagramas.get(_data_graph.nodes[i], _node_label);
+        })
+        .style("visibility","hidden");
+});
+
+//Ajustar verticalmente y horizontalmente la matriz, respecto a los textos.
+var etiquetas = container.selectAll('.text_hidden');
+var anchos = [];
+
+etiquetas.each(function(d) {
+    anchos.push(this.getBBox().width);
+});
+
+var max_ancho_texto = d3.max(anchos);
+
+var height_matriz = _vis_height - max_ancho_texto - 35;
+var y = d3.scale.ordinal().rangeBands([0, height_matriz]);
+
+var width_matriz = _vis_width - max_ancho_texto - 35;
+var x = d3.scale.ordinal().rangeBands([0, width_matriz]);
+
+var container_vis;
+if (container.select('g').empty()) {
+    container_vis = container.append("g");
+    container_vis.attr("transform", "translate(" + (max_ancho_texto+35) + ", " + (max_ancho_texto+35) + ")");
+} else{
+    container_vis = container.select("g");
+}
+
+
+// ahora el atributo que tiene los valores es un parámetro opcional
+_item_color_update_scale_func(proxy_links, _row_normalization_exponent > 0 ? _normalized_value_name : _item_color_value);
+_column_color_update_scale_func(_data_graph.nodes);
+
+
+x.domain(d3.range(_data_graph.nodes.length).sort(function(a, b) {
+    return d3.ascending(datagramas.get(_data_graph.nodes[a], _order_by), datagramas.get(_data_graph.nodes[b], _order_by));
+}));
+
+y.domain(d3.range(_data_graph.nodes.length).sort(function(a, b) {
+    return d3.ascending(datagramas.get(_data_graph.nodes[a], _order_by), datagramas.get(_data_graph.nodes[b], _order_by));
+}));
+
+var dist_text_rectinf = 5; //Distancia horizontal entre el texto (por fila) y el rect de color que informa sector
+var dist_rectinf_matrix = 10; //Distancia horizontal entre rect de color que informa sector y matriz
+var dist_text_matrix = dist_text_rectinf + _node_info_length + dist_rectinf_matrix; //Distancia horizontal entre el texto y la matriz.
+
+var row = container_vis.selectAll(".row")
+    .data(matrix);
+
+row.enter().append("g")
+   .attr("class", "row")
+   .attr("transform", function(d, i) {
+       return "translate(0," + y(i) + ")";
+   });
+
+var tran = container_vis.transition().duration(_transition_duration);
+
+tran.selectAll(".row")
+    .delay(function(d, i) {
+        return x(i) * 4;
+    })
+    .attr("transform", function(d, i) {
+        return "translate(0," + y(i) + ")";
+    })
+    .selectAll(".cell")
+        .delay(function(d, j) {
+            return x(j) * 4;
+        })
+        .attr("x", function(d, j) {
+            return x(j);
+        });
+
+row.each(draw_row);
+
+row.each(function(d, i) {
+
+    var l = d3.select(this).selectAll('line').data([1]);
+
+    l.enter().append("line");
+
+    l.style("stroke", _grid_color)
+        .attr("x2", width_matriz);
+
+    l.exit().remove();
+
+    var t = d3.select(this).selectAll('text').data([1]);
+
+    t.enter().append('text');
+
+    t.attr("x", -dist_text_matrix)
+        .attr("y", y.rangeBand() / 2)
+        .attr("dy", ".32em")
+        .attr("text-anchor", "end")
+        .attr('font-size', _label_font_size)
+        .text(function() {
+            return datagramas.get(_data_graph.nodes[i], _node_label);
+        });        
+
+    //Para crea la columna informativa al lado de los textos 
+    var column_inf = d3.select(this).selectAll(".col_inf").data([1]);
+
+    column_inf.enter().append('rect').attr("class", "col_inf");
+
+    column_inf.attr("x", -(_node_info_length + dist_rectinf_matrix))
+        .attr("y", 0)
+        .attr("width",  _node_info_length)
+        .attr("height", y.rangeBand()-2)
+        .attr("fill", function(){
+            return _column_color(_data_graph.nodes[i]);
+        });
+
+    t.exit().remove();
+});
+
+row.exit().remove();
+
+var column = container_vis.selectAll(".column")
+    .data(matrix);
+
+//Cuando se crean por primera vez los elementos .column
+column.enter().append("g")
+    .attr("class", "column")
+    .attr("transform", function(d, i) {
+        return "translate(" + x(i) + ")rotate(-90)";
+    });
+
+tran.selectAll(".column")
+    .delay(function(d, i) { return x(i) * 4; })
+    .attr("transform", function(d, i) {
+        return "translate(" + x(i) + ")rotate(-90)";
+    });
+
+
+column.each(function(d, i) {
+    var l = d3.select(this).selectAll('line').data([1]);
+
+    l.enter().append("line");
+
+    l.style("stroke", _grid_color)
+     .attr("x1", - height_matriz);
+
+    l.exit().remove();
+
+    var t = d3.select(this).selectAll('text').data([1]);
+
+    t.enter().append("text");
+
+    t.attr("x", dist_text_matrix)
+        .attr("y", x.rangeBand() / 2)
+        .attr("dy", ".32em")
+        .attr("text-anchor", "start")
+        .attr('font-size', _label_font_size)
+        .text(function() {
+            return datagramas.get(_data_graph.nodes[i], _node_label);
+        });
+
+    //Para crear la fila informativa al lado de los textos 
+    var fila_inf = d3.select(this).selectAll('.fila_inf').data([1]);
+
+    fila_inf.enter().append('rect').attr("class", "fila_inf");
+
+    fila_inf.attr("x", dist_rectinf_matrix)
+        .attr("y", 0)
+        .attr("width",  _node_info_length)
+        .attr("height", x.rangeBand()-2)
+        .attr("fill", function(){
+            return _column_color(_data_graph.nodes[i]);
+        });
+
+    t.exit().remove();
+});
+
+column.exit().remove();
+
+
+//Selecciona todas las celdas de la matriz para colorearlas.
+container_vis.selectAll('.row')
+    .selectAll("rect.cell")
+    .attr("fill", function(d) {
+        if (d === undefined) {
+            return _na_color;
+        }
+
+        return datagramas.get(d,_item_color_value) !== null ? cell_color(d) : _na_color;
+    });
+