import EmberObject from "@ember/object";
import { isEmpty } from "@ember/utils";
import { renderAvatar } from "discourse/helpers/user-avatar";
import { ajax } from "discourse/lib/ajax";
import { durationTiny, number } from "discourse/lib/formatter";
import round from "discourse/lib/round";
import {
escapeExpression,
fillMissingDates,
formatUsername,
toNumber,
} from "discourse/lib/utilities";
import getURL from "discourse-common/lib/get-url";
import { makeArray } from "discourse-common/lib/helpers";
import discourseComputed from "discourse-common/utils/decorators";
import I18n from "discourse-i18n";
// Change this line each time report format change
// and you want to ensure cache is reset
export const SCHEMA_VERSION = 4;
export default class Report extends EmberObject {
static groupingForDatapoints(count) {
if (count < DAILY_LIMIT_DAYS) {
return "daily";
}
if (count >= DAILY_LIMIT_DAYS && count < WEEKLY_LIMIT_DAYS) {
return "weekly";
}
if (count >= WEEKLY_LIMIT_DAYS) {
return "monthly";
}
}
static unitForDatapoints(count) {
if (count >= DAILY_LIMIT_DAYS && count < WEEKLY_LIMIT_DAYS) {
return "week";
} else if (count >= WEEKLY_LIMIT_DAYS) {
return "month";
} else {
return "day";
}
}
static unitForGrouping(grouping) {
switch (grouping) {
case "monthly":
return "month";
case "weekly":
return "week";
default:
return "day";
}
}
static collapse(model, data, grouping) {
grouping = grouping || Report.groupingForDatapoints(data.length);
if (grouping === "daily") {
return data;
} else if (grouping === "weekly" || grouping === "monthly") {
const isoKind = grouping === "weekly" ? "isoWeek" : "month";
const kind = grouping === "weekly" ? "week" : "month";
const startMoment = moment(model.start_date, "YYYY-MM-DD");
let currentIndex = 0;
let currentStart = startMoment.clone().startOf(isoKind);
let currentEnd = startMoment.clone().endOf(isoKind);
const transformedData = [
{
x: currentStart.format("YYYY-MM-DD"),
y: 0,
},
];
let appliedAverage = false;
data.forEach((d) => {
const date = moment(d.x, "YYYY-MM-DD");
if (
!date.isSame(currentStart) &&
!date.isBetween(currentStart, currentEnd)
) {
if (model.average) {
transformedData[currentIndex].y = applyAverage(
transformedData[currentIndex].y,
currentStart,
currentEnd
);
appliedAverage = true;
}
currentIndex += 1;
currentStart = currentStart.add(1, kind).startOf(isoKind);
currentEnd = currentEnd.add(1, kind).endOf(isoKind);
} else {
appliedAverage = false;
}
if (transformedData[currentIndex]) {
transformedData[currentIndex].y += d.y;
} else {
transformedData[currentIndex] = {
x: d.x,
y: d.y,
};
}
});
if (model.average && !appliedAverage) {
transformedData[currentIndex].y = applyAverage(
transformedData[currentIndex].y,
currentStart,
moment(model.end_date).subtract(1, "day") // remove 1 day as model end date is at 00:00 of next day
);
}
return transformedData;
}
// ensure we return something if grouping is unknown
return data;
}
static fillMissingDates(report, options = {}) {
const dataField = options.dataField || "data";
const filledField = options.filledField || "data";
const startDate = options.startDate || "start_date";
const endDate = options.endDate || "end_date";
if (Array.isArray(report[dataField])) {
const startDateFormatted = moment
.utc(report[startDate])
.locale("en")
.format("YYYY-MM-DD");
const endDateFormatted = moment
.utc(report[endDate])
.locale("en")
.format("YYYY-MM-DD");
if (report.modes[0] === "stacked_chart") {
report[filledField] = report[dataField].map((rep) => {
return {
req: rep.req,
label: rep.label,
color: rep.color,
data: fillMissingDates(
JSON.parse(JSON.stringify(rep.data)),
startDateFormatted,
endDateFormatted
),
};
});
} else if (report.modes[0] !== "radar") {
report[filledField] = fillMissingDates(
JSON.parse(JSON.stringify(report[dataField])),
startDateFormatted,
endDateFormatted
);
}
}
}
static find(type, startDate, endDate, categoryId, groupId) {
return ajax("/admin/reports/" + type, {
data: {
start_date: startDate,
end_date: endDate,
category_id: categoryId,
group_id: groupId,
},
}).then((json) => {
// don’t fill for large multi column tables
// which are not date based
const modes = json.report.modes;
if (modes.length !== 1 && modes[0] !== "table") {
Report.fillMissingDates(json.report);
}
const model = Report.create({ type });
model.setProperties(json.report);
if (json.report.related_report) {
// TODO: fillMissingDates if xaxis is date
const related = Report.create({
type: json.report.related_report.type,
});
related.setProperties(json.report.related_report);
model.set("relatedReport", related);
}
return model;
});
}
average = false;
percent = false;
higher_is_better = true;
description_link = null;
description = null;
@discourseComputed("type", "start_date", "end_date")
reportUrl(type, start_date, end_date) {
start_date = moment.utc(start_date).locale("en").format("YYYY-MM-DD");
end_date = moment.utc(end_date).locale("en").format("YYYY-MM-DD");
return getURL(
`/admin/reports/${type}?start_date=${start_date}&end_date=${end_date}`
);
}
valueAt(numDaysAgo) {
if (this.data) {
const wantedDate = moment()
.subtract(numDaysAgo, "days")
.locale("en")
.format("YYYY-MM-DD");
const item = this.data.find((d) => d.x === wantedDate);
if (item) {
return item.y;
}
}
return 0;
}
valueFor(startDaysAgo, endDaysAgo) {
if (this.data) {
const earliestDate = moment().subtract(endDaysAgo, "days").startOf("day");
const latestDate = moment().subtract(startDaysAgo, "days").startOf("day");
let d,
sum = 0,
count = 0;
this.data.forEach((datum) => {
d = moment(datum.x);
if (d >= earliestDate && d <= latestDate) {
sum += datum.y;
count++;
}
});
if (this.method === "average" && count > 0) {
sum /= count;
}
return round(sum, -2);
}
}
@discourseComputed("data", "average")
todayCount() {
return this.valueAt(0);
}
@discourseComputed("data", "average")
yesterdayCount() {
return this.valueAt(1);
}
@discourseComputed("data", "average")
sevenDaysAgoCount() {
return this.valueAt(7);
}
@discourseComputed("data", "average")
thirtyDaysAgoCount() {
return this.valueAt(30);
}
@discourseComputed("data", "average")
lastSevenDaysCount() {
return this.averageCount(7, this.valueFor(1, 7));
}
@discourseComputed("data", "average")
lastThirtyDaysCount() {
return this.averageCount(30, this.valueFor(1, 30));
}
averageCount(count, value) {
return this.average ? value / count : value;
}
@discourseComputed("yesterdayCount", "higher_is_better")
yesterdayTrend(yesterdayCount, higherIsBetter) {
return this._computeTrend(this.valueAt(2), yesterdayCount, higherIsBetter);
}
@discourseComputed("lastSevenDaysCount", "higher_is_better")
sevenDaysTrend(lastSevenDaysCount, higherIsBetter) {
return this._computeTrend(
this.valueFor(8, 14),
lastSevenDaysCount,
higherIsBetter
);
}
@discourseComputed("data")
currentTotal(data) {
return data.reduce((cur, pair) => cur + pair.y, 0);
}
@discourseComputed("data", "currentTotal")
currentAverage(data, total) {
return makeArray(data).length === 0
? 0
: parseFloat((total / parseFloat(data.length)).toFixed(1));
}
@discourseComputed("trend", "higher_is_better")
trendIcon(trend, higherIsBetter) {
return this._iconForTrend(trend, higherIsBetter);
}
@discourseComputed("sevenDaysTrend", "higher_is_better")
sevenDaysTrendIcon(sevenDaysTrend, higherIsBetter) {
return this._iconForTrend(sevenDaysTrend, higherIsBetter);
}
@discourseComputed("thirtyDaysTrend", "higher_is_better")
thirtyDaysTrendIcon(thirtyDaysTrend, higherIsBetter) {
return this._iconForTrend(thirtyDaysTrend, higherIsBetter);
}
@discourseComputed("yesterdayTrend", "higher_is_better")
yesterdayTrendIcon(yesterdayTrend, higherIsBetter) {
return this._iconForTrend(yesterdayTrend, higherIsBetter);
}
@discourseComputed(
"prev_period",
"currentTotal",
"currentAverage",
"higher_is_better"
)
trend(prev, currentTotal, currentAverage, higherIsBetter) {
const total = this.average ? currentAverage : currentTotal;
return this._computeTrend(prev, total, higherIsBetter);
}
@discourseComputed(
"prev30Days",
"prev_period",
"lastThirtyDaysCount",
"higher_is_better"
)
thirtyDaysTrend(
prev30Days,
prev_period,
lastThirtyDaysCount,
higherIsBetter
) {
return this._computeTrend(
prev30Days ?? prev_period,
lastThirtyDaysCount,
higherIsBetter
);
}
@discourseComputed("type")
method(type) {
if (type === "time_to_first_response") {
return "average";
} else {
return "sum";
}
}
percentChangeString(val1, val2) {
const change = this._computeChange(val1, val2);
if (isNaN(change) || !isFinite(change)) {
return null;
} else if (change > 0) {
return "+" + change.toFixed(0) + "%";
} else {
return change.toFixed(0) + "%";
}
}
@discourseComputed("prev_period", "currentTotal", "currentAverage")
trendTitle(prev, currentTotal, currentAverage) {
let current = this.average ? currentAverage : currentTotal;
let percent = this.percentChangeString(prev, current);
if (this.average) {
prev = prev ? prev.toFixed(1) : "0";
if (this.percent) {
current += "%";
prev += "%";
}
} else {
prev = number(prev);
current = number(current);
}
return I18n.t("admin.dashboard.reports.trend_title", {
percent,
prev,
current,
});
}
changeTitle(valAtT1, valAtT2, prevPeriodString) {
const change = this.percentChangeString(valAtT1, valAtT2);
let title = "";
if (change) {
title += `${change} change. `;
}
title += `Was ${number(valAtT1)} ${prevPeriodString}.`;
return title;
}
@discourseComputed("yesterdayCount")
yesterdayCountTitle(yesterdayCount) {
return this.changeTitle(this.valueAt(2), yesterdayCount, "two days ago");
}
@discourseComputed("lastSevenDaysCount")
sevenDaysCountTitle(lastSevenDaysCount) {
return this.changeTitle(
this.valueFor(8, 14),
lastSevenDaysCount,
"two weeks ago"
);
}
@discourseComputed("prev30Days", "prev_period")
canDisplayTrendIcon(prev30Days, prev_period) {
return prev30Days ?? prev_period;
}
@discourseComputed("prev30Days", "prev_period", "lastThirtyDaysCount")
thirtyDaysCountTitle(prev30Days, prev_period, lastThirtyDaysCount) {
return this.changeTitle(
prev30Days ?? prev_period,
lastThirtyDaysCount,
"in the previous 30 day period"
);
}
@discourseComputed("data")
sortedData(data) {
return this.xAxisIsDate ? data.toArray().reverse() : data.toArray();
}
@discourseComputed("data")
xAxisIsDate() {
if (!this.data[0]) {
return false;
}
return this.data && this.data[0].x.match(/\d{4}-\d{1,2}-\d{1,2}/);
}
@discourseComputed("labels")
computedLabels(labels) {
return labels.map((label) => {
const type = label.type || "string";
let mainProperty;
if (label.property) {
mainProperty = label.property;
} else if (type === "user") {
mainProperty = label.properties["username"];
} else if (type === "topic") {
mainProperty = label.properties["title"];
} else if (type === "post") {
mainProperty = label.properties["truncated_raw"];
} else {
mainProperty = label.properties[0];
}
return {
title: label.title,
htmlTitle: label.html_title,
sortProperty: label.sort_property || mainProperty,
mainProperty,
type,
compute: (row, opts = {}) => {
let value = null;
if (opts.useSortProperty) {
value = row[label.sort_property || mainProperty];
} else {
value = row[mainProperty];
}
if (type === "user") {
return this._userLabel(label.properties, row);
}
if (type === "post") {
return this._postLabel(label.properties, row);
}
if (type === "topic") {
return this._topicLabel(label.properties, row);
}
if (type === "seconds") {
return this._secondsLabel(value);
}
if (type === "link") {
return this._linkLabel(label.properties, row);
}
if (type === "percent") {
return this._percentLabel(value);
}
if (type === "bytes") {
return this._bytesLabel(value);
}
if (type === "number") {
return this._numberLabel(value, opts);
}
if (type === "date") {
const date = moment(value);
if (date.isValid()) {
return this._dateLabel(value, date);
}
}
if (type === "precise_date") {
const date = moment(value);
if (date.isValid()) {
return this._dateLabel(value, date, "LLL");
}
}
if (type === "text") {
return this._textLabel(value);
}
return {
value,
type,
property: mainProperty,
formattedValue: value ? escapeExpression(value) : "—",
};
},
};
});
}
_userLabel(properties, row) {
const username = row[properties.username];
const formattedValue = () => {
const userId = row[properties.id];
const user = EmberObject.create({
username,
name: formatUsername(username),
avatar_template: row[properties.avatar],
});
const href = getURL(`/admin/users/${userId}/${username}`);
const avatarImg = renderAvatar(user, {
imageSize: "tiny",
ignoreTitle: true,
siteSettings: this.siteSettings,
});
return `${avatarImg}${user.name}`;
};
return {
value: username,
formattedValue: username ? formattedValue() : "—",
};
}
_topicLabel(properties, row) {
const topicTitle = row[properties.title];
const formattedValue = () => {
const topicId = row[properties.id];
const href = getURL(`/t/-/${topicId}`);
return `${escapeExpression(topicTitle)}`;
};
return {
value: topicTitle,
formattedValue: topicTitle ? formattedValue() : "—",
};
}
_postLabel(properties, row) {
const postTitle = row[properties.truncated_raw];
const postNumber = row[properties.number];
const topicId = row[properties.topic_id];
const href = getURL(`/t/-/${topicId}/${postNumber}`);
return {
property: properties.title,
value: postTitle,
formattedValue:
postTitle && href
? `${escapeExpression(postTitle)}`
: "—",
};
}
_secondsLabel(value) {
return {
value: toNumber(value),
formattedValue: durationTiny(value),
};
}
_percentLabel(value) {
return {
value: toNumber(value),
formattedValue: value ? `${value}%` : "—",
};
}
_numberLabel(value, options = {}) {
const formatNumbers = isEmpty(options.formatNumbers)
? true
: options.formatNumbers;
const formattedValue = () => (formatNumbers ? number(value) : value);
return {
value: toNumber(value),
formattedValue: value ? formattedValue() : "—",
};
}
_bytesLabel(value) {
return {
value: toNumber(value),
formattedValue: I18n.toHumanSize(value),
};
}
_dateLabel(value, date, format = "LL") {
return {
value,
formattedValue: value ? date.format(format) : "—",
};
}
_textLabel(value) {
const escaped = escapeExpression(value);
return {
value,
formattedValue: value ? escaped : "—",
};
}
_linkLabel(properties, row) {
const property = properties[0];
const value = getURL(row[property]);
const formattedValue = (href, anchor) => {
return `${escapeExpression(
anchor
)}`;
};
return {
value,
formattedValue: value ? formattedValue(value, row[properties[1]]) : "—",
};
}
_computeChange(valAtT1, valAtT2) {
return ((valAtT2 - valAtT1) / valAtT1) * 100;
}
_computeTrend(valAtT1, valAtT2, higherIsBetter) {
const change = this._computeChange(valAtT1, valAtT2);
if (change > 50) {
return higherIsBetter ? "high-trending-up" : "high-trending-down";
} else if (change > 2) {
return higherIsBetter ? "trending-up" : "trending-down";
} else if (change <= 2 && change >= -2) {
return "no-change";
} else if (change < -50) {
return higherIsBetter ? "high-trending-down" : "high-trending-up";
} else if (change < -2) {
return higherIsBetter ? "trending-down" : "trending-up";
}
}
_iconForTrend(trend, higherIsBetter) {
switch (trend) {
case "trending-up":
return higherIsBetter ? "angle-up" : "angle-down";
case "trending-down":
return higherIsBetter ? "angle-down" : "angle-up";
case "high-trending-up":
return higherIsBetter ? "angle-double-up" : "angle-double-down";
case "high-trending-down":
return higherIsBetter ? "angle-double-down" : "angle-double-up";
default:
return "minus";
}
}
}
export const WEEKLY_LIMIT_DAYS = 365;
export const DAILY_LIMIT_DAYS = 34;
function applyAverage(value, start, end) {
const count = end.diff(start, "day") + 1; // 1 to include start
return parseFloat((value / count).toFixed(2));
}