const font_14pt = { family: 'Source Sans Pro', size: 14, color: '#000000', }; let last_full_update = Infinity; // TODO: should take a dict of arrays and do it for all keys function partial_sums(array) { let accumulator = 0; return array.map(function (o) { accumulator += o; return accumulator; }); } // Assumes date is a round number of hours function floor_to_local_day(date) { const date_copy = new Date(date.getTime()); date_copy.setHours(0); return date_copy; } // Assumes date is a round number of hours function floor_to_local_week(date) { const date_copy = floor_to_local_day(date); date_copy.setHours(-24 * date.getDay()); return date_copy; } function format_date(date, include_hour) { const months = [ i18n.t('January'), i18n.t('February'), i18n.t('March'), i18n.t('April'), i18n.t('May'), i18n.t('June'), i18n.t('July'), i18n.t('August'), i18n.t('September'), i18n.t('October'), i18n.t('November'), i18n.t('December'), ]; const month_str = months[date.getMonth()]; const year = date.getFullYear(); const day = date.getDate(); if (include_hour) { const hour = date.getHours(); const str = hour >= 12 ? "PM" : "AM"; return month_str + " " + day + ", " + hour % 12 + ":00" + str; } return month_str + ' ' + day + ', ' + year; } function update_last_full_update(end_times) { if (end_times.length === 0) { return; } last_full_update = Math.min(last_full_update, end_times[end_times.length - 1]); const update_time = new Date(last_full_update * 1000); const locale_date = update_time.toLocaleDateString('en-US', { year: 'numeric', month: 'long', day: 'numeric' }); const locale_time = update_time.toLocaleTimeString().replace(":00 ", " "); $('#id_last_full_update').text(locale_time + " on " + locale_date); $('#id_last_full_update').closest('.last-update').show(); } $(function tooltips() { $('span[data-toggle="tooltip"]').tooltip({ animation: false, placement: 'top', trigger: 'manual', }); $('#id_last_update_question_sign').hover(function () { $('span.last_update_tooltip').tooltip('toggle'); }); // Add configuration for any additional tooltips here. }); function populate_messages_sent_over_time(data) { if (data.end_times.length === 0) { // TODO: do something nicer here return; } // Helper functions function make_traces(dates, values, type, date_formatter) { const text = dates.map(function (date) { return date_formatter(date); }); const common = { x: dates, type: type, hoverinfo: 'none', text: text }; return { human: $.extend({ // 5062a0 name: i18n.t("Humans"), y: values.human, marker: {color: '#5f6ea0'}}, common), bot: $.extend({ // a09b5f bbb56e name: i18n.t("Bots"), y: values.bot, marker: {color: '#b7b867'}}, common), me: $.extend({ name: i18n.t("Me"), y: values.me, marker: {color: '#be6d68'}}, common), }; } const layout = { barmode: 'group', width: 750, height: 400, margin: { l: 40, r: 0, b: 40, t: 0 }, xaxis: { fixedrange: true, rangeslider: { bordercolor: '#D8D8D8', borderwidth: 1 }, type: 'date', }, yaxis: { fixedrange: true, rangemode: 'tozero' }, legend: { x: 0.62, y: 1.12, orientation: 'h', font: font_14pt, }, font: font_14pt, }; function make_rangeselector(x, y, button1, button2) { return {x: x, y: y, buttons: [ $.extend({stepmode: 'backward'}, button1), $.extend({stepmode: 'backward'}, button2), {step: 'all', label: 'All time'}]}; } // This is also the cumulative rangeselector const daily_rangeselector = make_rangeselector( 0.68, -0.62, {count: 10, label: i18n.t('Last 10 days'), step: 'day'}, {count: 30, label: i18n.t('Last 30 days'), step: 'day'}); const weekly_rangeselector = make_rangeselector( 0.656, -0.62, {count: 2, label: i18n.t('Last 2 months'), step: 'month'}, {count: 6, label: i18n.t('Last 6 months'), step: 'month'}); function add_hover_handler() { document.getElementById('id_messages_sent_over_time').on('plotly_hover', function (data) { $("#hoverinfo").show(); document.getElementById('hover_date').innerText = data.points[0].data.text[data.points[0].pointNumber]; const values = [null, null, null]; data.points.forEach(function (trace) { values[trace.curveNumber] = trace.y; }); const hover_text_ids = ['hover_me', 'hover_human', 'hover_bot']; const hover_value_ids = ['hover_me_value', 'hover_human_value', 'hover_bot_value']; for (let i = 0; i < values.length; i += 1) { if (values[i] !== null) { document.getElementById(hover_text_ids[i]).style.display = 'inline'; document.getElementById(hover_value_ids[i]).style.display = 'inline'; document.getElementById(hover_value_ids[i]).innerText = values[i]; } else { document.getElementById(hover_text_ids[i]).style.display = 'none'; document.getElementById(hover_value_ids[i]).style.display = 'none'; } } }); } const start_dates = data.end_times.map(function (timestamp) { // data.end_times are the ends of hour long intervals. return new Date(timestamp * 1000 - 60 * 60 * 1000); }); function aggregate_data(aggregation) { let start; let is_boundary; if (aggregation === 'day') { start = floor_to_local_day(start_dates[0]); is_boundary = function (date) { return date.getHours() === 0; }; } else if (aggregation === 'week') { start = floor_to_local_week(start_dates[0]); is_boundary = function (date) { return date.getHours() === 0 && date.getDay() === 0; }; } const dates = [start]; const values = {human: [], bot: [], me: []}; let current = {human: 0, bot: 0, me: 0}; let i_init = 0; if (is_boundary(start_dates[0])) { current = {human: data.everyone.human[0], bot: data.everyone.bot[0], me: data.user.human[0]}; i_init = 1; } for (let i = i_init; i < start_dates.length; i += 1) { if (is_boundary(start_dates[i])) { dates.push(start_dates[i]); values.human.push(current.human); values.bot.push(current.bot); values.me.push(current.me); current = {human: 0, bot: 0, me: 0}; } current.human += data.everyone.human[i]; current.bot += data.everyone.bot[i]; current.me += data.user.human[i]; } values.human.push(current.human); values.bot.push(current.bot); values.me.push(current.me); return { dates: dates, values: values, last_value_is_partial: !is_boundary(new Date( start_dates[start_dates.length - 1].getTime() + 60 * 60 * 1000))}; } // Generate traces let date_formatter = function (date) { return format_date(date, true); }; let values = {me: data.user.human, human: data.everyone.human, bot: data.everyone.bot}; let info = aggregate_data('day'); date_formatter = function (date) { return format_date(date, false); }; const last_day_is_partial = info.last_value_is_partial; const daily_traces = make_traces(info.dates, info.values, 'bar', date_formatter); info = aggregate_data('week'); date_formatter = function (date) { return i18n.t("Week of __date__", {date: format_date(date, false)}); }; const last_week_is_partial = info.last_value_is_partial; const weekly_traces = make_traces(info.dates, info.values, 'bar', date_formatter); const dates = data.end_times.map(function (timestamp) { return new Date(timestamp * 1000); }); values = {human: partial_sums(data.everyone.human), bot: partial_sums(data.everyone.bot), me: partial_sums(data.user.human)}; date_formatter = function (date) { return format_date(date, true); }; const cumulative_traces = make_traces(dates, values, 'scatter', date_formatter); // Functions to draw and interact with the plot // We need to redraw plot entirely if switching from (the cumulative) line // graph to any bar graph, since otherwise the rangeselector shows both (plotly bug) let clicked_cumulative = false; function draw_or_update_plot(rangeselector, traces, last_value_is_partial, initial_draw) { $('#daily_button, #weekly_button, #cumulative_button').removeClass("selected"); $('#id_messages_sent_over_time > div').removeClass("spinner"); if (initial_draw) { traces.human.visible = true; traces.bot.visible = 'legendonly'; traces.me.visible = 'legendonly'; } else { const plotDiv = document.getElementById('id_messages_sent_over_time'); traces.me.visible = plotDiv.data[0].visible; traces.human.visible = plotDiv.data[1].visible; traces.bot.visible = plotDiv.data[2].visible; } layout.xaxis.rangeselector = rangeselector; if (clicked_cumulative || initial_draw) { Plotly.newPlot('id_messages_sent_over_time', [traces.me, traces.human, traces.bot], layout, {displayModeBar: false}); add_hover_handler(); } else { Plotly.deleteTraces('id_messages_sent_over_time', [0, 1, 2]); Plotly.addTraces('id_messages_sent_over_time', [traces.me, traces.human, traces.bot]); Plotly.relayout('id_messages_sent_over_time', layout); } $('#id_messages_sent_over_time').attr('last_value_is_partial', last_value_is_partial); } // Click handlers for aggregation buttons $('#daily_button').click(function () { draw_or_update_plot(daily_rangeselector, daily_traces, last_day_is_partial, false); $(this).addClass("selected"); clicked_cumulative = false; }); $('#weekly_button').click(function () { draw_or_update_plot(weekly_rangeselector, weekly_traces, last_week_is_partial, false); $(this).addClass("selected"); clicked_cumulative = false; }); $('#cumulative_button').click(function () { clicked_cumulative = false; draw_or_update_plot(daily_rangeselector, cumulative_traces, false, false); $(this).addClass("selected"); clicked_cumulative = true; }); // Initial drawing of plot if (weekly_traces.human.x.length < 12) { draw_or_update_plot(daily_rangeselector, daily_traces, last_day_is_partial, true); $('#daily_button').addClass("selected"); } else { draw_or_update_plot(weekly_rangeselector, weekly_traces, last_week_is_partial, true); $('#weekly_button').addClass("selected"); } } function round_to_percentages(values, total) { return values.map(function (x) { if (x === total) { return '100%'; } if (x === 0) { return '0%'; } const unrounded = x / total * 100; const precision = Math.min( 6, // this is the max precision (two #, 4 decimal points; 99.9999%). Math.max( 2, // the minimum amount of precision (40% or 6.0%). Math.floor(-Math.log10(100 - unrounded)) + 3 ) ); return unrounded.toPrecision(precision) + '%'; }); } // Last label will turn into "Other" if time_series data has a label not in labels function compute_summary_chart_data(time_series_data, num_steps, labels_) { const data = {}; let key; for (key in time_series_data) { if (!time_series_data.hasOwnProperty(key)) { continue; } if (time_series_data[key].length < num_steps) { num_steps = time_series_data[key].length; } let sum = 0; for (let i = 1; i <= num_steps; i += 1) { sum += time_series_data[key][time_series_data[key].length - i]; } data[key] = sum; } const labels = labels_.slice(); const values = []; labels.forEach(function (label) { if (data.hasOwnProperty(label)) { values.push(data[label]); delete data[label]; } else { values.push(0); } }); if (!$.isEmptyObject(data)) { labels[labels.length - 1] = "Other"; for (key in data) { if (data.hasOwnProperty(key)) { values[labels.length - 1] += data[key]; } } } const total = values.reduce(function (a, b) { return a + b; }, 0); return { values: values, labels: labels, percentages: round_to_percentages(values, total), total: total, }; } function populate_messages_sent_by_client(data) { const layout = { width: 750, height: null, // set in draw_plot() margin: { l: 3, r: 40, b: 40, t: 0 }, font: font_14pt, xaxis: { range: null }, // set in draw_plot() yaxis: { showticklabels: false }, showlegend: false, }; // sort labels so that values are descending in the default view const everyone_month = compute_summary_chart_data( data.everyone, 30, data.display_order.slice(0, 12)); const label_values = []; for (let i = 0; i < everyone_month.values.length; i += 1) { label_values.push({ label: everyone_month.labels[i], value: everyone_month.labels[i] === "Other" ? -1 : everyone_month.values[i], }); } label_values.sort(function (a, b) { return b.value - a.value; }); const labels = []; label_values.forEach(function (item) { labels.push(item.label); }); function make_plot_data(time_series_data, num_steps) { const plot_data = compute_summary_chart_data(time_series_data, num_steps, labels); plot_data.values.reverse(); plot_data.labels.reverse(); plot_data.percentages.reverse(); const annotations = {values: [], labels: [], text: []}; for (let i = 0; i < plot_data.values.length; i += 1) { if (plot_data.values[i] > 0) { annotations.values.push(plot_data.values[i]); annotations.labels.push(plot_data.labels[i]); annotations.text.push(' ' + plot_data.labels[i] + ' (' + plot_data.percentages[i] + ')'); } } return { trace: { x: plot_data.values, y: plot_data.labels, type: 'bar', orientation: 'h', sort: false, textinfo: "text", hoverinfo: "none", marker: { color: '#537c5e' }, font: { family: 'Source Sans Pro', size: 18, color: '#000000' }, }, trace_annotations: { x: annotations.values, y: annotations.labels, mode: 'text', type: 'scatter', textposition: 'middle right', text: annotations.text, }, }; } const plot_data = { everyone: { cumulative: make_plot_data(data.everyone, data.end_times.length), year: make_plot_data(data.everyone, 365), month: make_plot_data(data.everyone, 30), week: make_plot_data(data.everyone, 7), }, user: { cumulative: make_plot_data(data.user, data.end_times.length), year: make_plot_data(data.user, 365), month: make_plot_data(data.user, 30), week: make_plot_data(data.user, 7), }, }; let user_button = 'everyone'; let time_button; if (data.end_times.length >= 30) { time_button = 'month'; $('#messages_by_client_last_month_button').addClass("selected"); } else { time_button = 'cumulative'; $('#messages_by_client_cumulative_button').addClass("selected"); } if (data.end_times.length < 365) { $("#pie_messages_sent_by_client button[data-time='year']").remove(); if (data.end_times.length < 30) { $("#pie_messages_sent_by_client button[data-time='month']").remove(); if (data.end_times.length < 7) { $("#pie_messages_sent_by_client button[data-time='week']").remove(); } } } function draw_plot() { $('#id_messages_sent_by_client > div').removeClass("spinner"); const data_ = plot_data[user_button][time_button]; layout.height = layout.margin.b + data_.trace.x.length * 30; layout.xaxis.range = [0, Math.max.apply(null, data_.trace.x) * 1.3]; Plotly.newPlot('id_messages_sent_by_client', [data_.trace, data_.trace_annotations], layout, {displayModeBar: false, staticPlot: true}); } draw_plot(); // Click handlers function set_user_button(button) { $("#pie_messages_sent_by_client button[data-user]").removeClass("selected"); button.addClass("selected"); } function set_time_button(button) { $("#pie_messages_sent_by_client button[data-time]").removeClass("selected"); button.addClass("selected"); } $("#pie_messages_sent_by_client button").click(function () { if ($(this).attr("data-user")) { set_user_button($(this)); user_button = $(this).attr("data-user"); } if ($(this).attr("data-time")) { set_time_button($(this)); time_button = $(this).attr("data-time"); } draw_plot(); }); // handle links with @href started with '#' only $(document).on('click', 'a[href^="#"]', function (e) { // target element id const id = $(this).attr('href'); // target element const $id = $(id); if ($id.length === 0) { return; } // prevent standard hash navigation (avoid blinking in IE) e.preventDefault(); const pos = $id.offset().top + $('.page-content')[0].scrollTop - 50; $('.page-content').animate({scrollTop: pos + "px"}, 500); }); } function populate_messages_sent_by_message_type(data) { const layout = { margin: { l: 90, r: 0, b: 0, t: 0 }, width: 750, height: 300, font: font_14pt, }; function make_plot_data(time_series_data, num_steps) { const plot_data = compute_summary_chart_data( time_series_data, num_steps, data.display_order ); const labels = []; for (let i = 0; i < plot_data.labels.length; i += 1) { labels.push(plot_data.labels[i] + ' (' + plot_data.percentages[i] + ')'); } return { trace: { values: plot_data.values, labels: labels, type: 'pie', direction: 'clockwise', rotation: -90, sort: false, textinfo: "text", text: plot_data.labels.map(function () { return ''; }), hoverinfo: "label+value", pull: 0.05, marker: { colors: ['#68537c', '#be6d68', '#b3b348'], }, }, total_str: "Total messages: " + plot_data.total.toString(). replace(/\B(?=(\d{3})+(?!\d))/g, ","), }; } const plot_data = { everyone: { cumulative: make_plot_data(data.everyone, data.end_times.length), year: make_plot_data(data.everyone, 365), month: make_plot_data(data.everyone, 30), week: make_plot_data(data.everyone, 7), }, user: { cumulative: make_plot_data(data.user, data.end_times.length), year: make_plot_data(data.user, 365), month: make_plot_data(data.user, 30), week: make_plot_data(data.user, 7), }, }; let user_button = 'everyone'; let time_button; if (data.end_times.length >= 30) { time_button = 'month'; $('#messages_by_type_last_month_button').addClass("selected"); } else { time_button = 'cumulative'; $('#messages_by_type_cumulative_button').addClass("selected"); } const totaldiv = document.getElementById('pie_messages_sent_by_type_total'); if (data.end_times.length < 365) { $("#pie_messages_sent_by_type button[data-time='year']").remove(); if (data.end_times.length < 30) { $("#pie_messages_sent_by_type button[data-time='month']").remove(); if (data.end_times.length < 7) { $("#pie_messages_sent_by_type button[data-time='week']").remove(); } } } function draw_plot() { $('#id_messages_sent_by_message_type > div').removeClass("spinner"); Plotly.newPlot('id_messages_sent_by_message_type', [plot_data[user_button][time_button].trace], layout, {displayModeBar: false}); totaldiv.innerHTML = plot_data[user_button][time_button].total_str; } draw_plot(); // Click handlers function set_user_button(button) { $("#pie_messages_sent_by_type button[data-user]").removeClass("selected"); button.addClass("selected"); } function set_time_button(button) { $("#pie_messages_sent_by_type button[data-time]").removeClass("selected"); button.addClass("selected"); } $("#pie_messages_sent_by_type button").click(function () { if ($(this).attr("data-user")) { set_user_button($(this)); user_button = $(this).attr("data-user"); } if ($(this).attr("data-time")) { set_time_button($(this)); time_button = $(this).attr("data-time"); } draw_plot(); }); } function populate_number_of_users(data) { const layout = { width: 750, height: 370, margin: { l: 40, r: 0, b: 65, t: 20 }, xaxis: { fixedrange: true, rangeslider: { bordercolor: '#D8D8D8', borderwidth: 1 }, rangeselector: { x: 0.64, y: -0.79, buttons: [ { count: 2, label: i18n.t('Last 2 months'), step: 'month', stepmode: 'backward' }, { count: 6, label: i18n.t('Last 6 months'), step: 'month', stepmode: 'backward' }, { step: 'all', label: i18n.t('All time') }, ]}}, yaxis: { fixedrange: true, rangemode: 'tozero' }, font: font_14pt, }; const end_dates = data.end_times.map(function (timestamp) { return new Date(timestamp * 1000); }); const text = end_dates.map(function (date) { return format_date(date, false); }); function make_traces(values, type) { return { x: end_dates, y: values, type: type, name: i18n.t("Active users"), hoverinfo: 'none', text: text, visible: true, }; } function add_hover_handler() { document.getElementById('id_number_of_users').on('plotly_hover', function (data) { $("#users_hover_info").show(); document.getElementById('users_hover_date').innerText = data.points[0].data.text[data.points[0].pointNumber]; const values = [null, null, null]; data.points.forEach(function (trace) { values[trace.curveNumber] = trace.y; }); const hover_value_ids = [ 'users_hover_1day_value', 'users_hover_15day_value', 'users_hover_all_time_value']; for (let i = 0; i < values.length; i += 1) { if (values[i] !== null) { document.getElementById(hover_value_ids[i]).style.display = 'inline'; document.getElementById(hover_value_ids[i]).innerText = values[i]; } else { document.getElementById(hover_value_ids[i]).style.display = 'none'; } } }); } const _1day_trace = make_traces(data.everyone._1day, 'bar'); const _15day_trace = make_traces(data.everyone._15day, 'scatter'); const all_time_trace = make_traces(data.everyone.all_time, 'scatter'); $('#id_number_of_users > div').removeClass("spinner"); // Redraw the plot every time for simplicity. If we have perf problems with this in the // future, we can copy the update behavior from populate_messages_sent_over_time function draw_or_update_plot(trace) { $('#1day_actives_button, #15day_actives_button, #all_time_actives_button').removeClass("selected"); Plotly.newPlot('id_number_of_users', [trace], layout, {displayModeBar: false}); add_hover_handler(); } $('#1day_actives_button').click(function () { draw_or_update_plot(_1day_trace); $(this).addClass("selected"); }); $('#15day_actives_button').click(function () { draw_or_update_plot(_15day_trace); $(this).addClass("selected"); }); $('#all_time_actives_button').click(function () { draw_or_update_plot(all_time_trace); $(this).addClass("selected"); }); // Initial drawing of plot draw_or_update_plot(all_time_trace, true); $('#all_time_actives_button').addClass("selected"); } function get_chart_data(data, callback) { $.get({ url: '/json/analytics/chart_data' + page_params.data_url_suffix, data: data, idempotent: true, success: function (data) { callback(data); update_last_full_update(data.end_times); }, error: function (xhr) { $('#id_stats_errors').show().text(JSON.parse(xhr.responseText).msg); }, }); } get_chart_data( {chart_name: 'messages_sent_over_time', min_length: '10'}, populate_messages_sent_over_time ); get_chart_data( {chart_name: 'messages_sent_by_client', min_length: '10'}, populate_messages_sent_by_client ); get_chart_data( {chart_name: 'messages_sent_by_message_type', min_length: '10'}, populate_messages_sent_by_message_type ); get_chart_data( {chart_name: 'number_of_humans', min_length: '10'}, populate_number_of_users );