diff --git a/doc/licenses/d3-path-3.1.0/LICENSE b/doc/licenses/d3-path-3.1.0/LICENSE new file mode 100644 index 0000000000..ed25746bbf --- /dev/null +++ b/doc/licenses/d3-path-3.1.0/LICENSE @@ -0,0 +1,13 @@ +Copyright 2015-2022 Mike Bostock + +Permission to use, copy, modify, and/or distribute this software for any purpose +with or without fee is hereby granted, provided that the above copyright notice +and this permission notice appear in all copies. + +THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH +REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND +FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, +INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS +OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER +TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF +THIS SOFTWARE. diff --git a/doc/licenses/d3-path-3.1.0/README b/doc/licenses/d3-path-3.1.0/README new file mode 100644 index 0000000000..a6289bac56 --- /dev/null +++ b/doc/licenses/d3-path-3.1.0/README @@ -0,0 +1,8 @@ +d3-path (https://github.com/d3/d3-path) +---------------------------------------------------------- + + Version: 3.1.0 + From: 'Mike Bostock' + License(s): + BSD (bundled/d3-path-3.1.0/LICENSE) + diff --git a/doc/licenses/d3-path-3.1.0/dep-coordinates.txt b/doc/licenses/d3-path-3.1.0/dep-coordinates.txt new file mode 100644 index 0000000000..5159b4e033 --- /dev/null +++ b/doc/licenses/d3-path-3.1.0/dep-coordinates.txt @@ -0,0 +1 @@ +d3-path:3.1.0 diff --git a/doc/licenses/d3-shape-3.2.0/LICENSE b/doc/licenses/d3-shape-3.2.0/LICENSE new file mode 100644 index 0000000000..fbe44bdc9a --- /dev/null +++ b/doc/licenses/d3-shape-3.2.0/LICENSE @@ -0,0 +1,13 @@ +Copyright 2010-2022 Mike Bostock + +Permission to use, copy, modify, and/or distribute this software for any purpose +with or without fee is hereby granted, provided that the above copyright notice +and this permission notice appear in all copies. + +THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH +REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND +FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, +INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS +OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER +TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF +THIS SOFTWARE. diff --git a/doc/licenses/d3-shape-3.2.0/README b/doc/licenses/d3-shape-3.2.0/README new file mode 100644 index 0000000000..7f5f25f4ea --- /dev/null +++ b/doc/licenses/d3-shape-3.2.0/README @@ -0,0 +1,8 @@ +d3-path (https://github.com/d3/d3-shape) +---------------------------------------------------------- + + Version: 3.2.0 + From: 'Mike Bostock' + License(s): + BSD (bundled/d3-shape-3.2.0/LICENSE) + diff --git a/doc/licenses/d3-shape-3.2.0/dep-coordinates.txt b/doc/licenses/d3-shape-3.2.0/dep-coordinates.txt new file mode 100644 index 0000000000..10973f4897 --- /dev/null +++ b/doc/licenses/d3-shape-3.2.0/dep-coordinates.txt @@ -0,0 +1 @@ +d3-shape:3.2.0 diff --git a/guacamole/src/main/frontend/package-lock.json b/guacamole/src/main/frontend/package-lock.json index e44b0da8dd..89dbabcbdc 100644 --- a/guacamole/src/main/frontend/package-lock.json +++ b/guacamole/src/main/frontend/package-lock.json @@ -14,6 +14,7 @@ "angular-translate-loader-static-files": "^2.19.0", "blob-polyfill": ">=7.0.20220408", "csv": "^6.2.5", + "d3": "^7.8.5", "datalist-polyfill": "^1.25.1", "file-saver": "^2.0.5", "fuzzysort": "^2.0.4", @@ -4651,6 +4652,384 @@ "resolved": "https://registry.npmjs.org/cyclist/-/cyclist-1.0.1.tgz", "integrity": "sha512-NJGVKPS81XejHcLhaLJS7plab0fK3slPh11mESeeDq2W4ZI5kUKK/LRRdVDvjJseojbPB7ZwjnyOybg3Igea/A==" }, + "node_modules/d3": { + "version": "7.8.5", + "resolved": "https://registry.npmjs.org/d3/-/d3-7.8.5.tgz", + "integrity": "sha512-JgoahDG51ncUfJu6wX/1vWQEqOflgXyl4MaHqlcSruTez7yhaRKR9i8VjjcQGeS2en/jnFivXuaIMnseMMt0XA==", + "dependencies": { + "d3-array": "3", + "d3-axis": "3", + "d3-brush": "3", + "d3-chord": "3", + "d3-color": "3", + "d3-contour": "4", + "d3-delaunay": "6", + "d3-dispatch": "3", + "d3-drag": "3", + "d3-dsv": "3", + "d3-ease": "3", + "d3-fetch": "3", + "d3-force": "3", + "d3-format": "3", + "d3-geo": "3", + "d3-hierarchy": "3", + "d3-interpolate": "3", + "d3-path": "3", + "d3-polygon": "3", + "d3-quadtree": "3", + "d3-random": "3", + "d3-scale": "4", + "d3-scale-chromatic": "3", + "d3-selection": "3", + "d3-shape": "3", + "d3-time": "3", + "d3-time-format": "4", + "d3-timer": "3", + "d3-transition": "3", + "d3-zoom": "3" + }, + "engines": { + "node": ">=12" + } + }, + "node_modules/d3-array": { + "version": "3.2.4", + "resolved": "https://registry.npmjs.org/d3-array/-/d3-array-3.2.4.tgz", + "integrity": "sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg==", + "dependencies": { + "internmap": "1 - 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3", + "d3-drag": "2 - 3", + "d3-interpolate": "1 - 3", + "d3-selection": "2 - 3", + "d3-transition": "2 - 3" + } + }, "datalist-polyfill": { "version": "1.25.1", "resolved": "https://registry.npmjs.org/datalist-polyfill/-/datalist-polyfill-1.25.1.tgz", @@ -15012,6 +15698,14 @@ } } }, + "delaunator": { + "version": "5.0.0", + "resolved": "https://registry.npmjs.org/delaunator/-/delaunator-5.0.0.tgz", + "integrity": "sha512-AyLvtyJdbv/U1GkiS6gUUzclRoAY4Gs75qkMygJJhU75LW4DNuSF2RMzpxs9jw9Oz1BobHjTdkG3zdP55VxAqw==", + "requires": { + "robust-predicates": "^3.0.0" + } + }, "des.js": { "version": "1.0.1", "resolved": "https://registry.npmjs.org/des.js/-/des.js-1.0.1.tgz", @@ -16064,6 +16758,14 @@ "resolved": "https://registry.npmjs.org/https-browserify/-/https-browserify-1.0.0.tgz", "integrity": "sha512-J+FkSdyD+0mA0N+81tMotaRMfSL9SGi+xpD3T6YApKsc3bGSXJlfXri3VyFOeYkfLRQisDk1W+jIFFKBeUBbBg==" }, + "iconv-lite": { + "version": "0.6.3", + "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz", + "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==", + "requires": { + "safer-buffer": ">= 2.1.2 < 3.0.0" + } + }, "icss-utils": { "version": "5.1.0", "resolved": "https://registry.npmjs.org/icss-utils/-/icss-utils-5.1.0.tgz", @@ -16199,6 +16901,11 @@ "side-channel": "^1.0.4" } }, + "internmap": { + "version": "2.0.3", + "resolved": "https://registry.npmjs.org/internmap/-/internmap-2.0.3.tgz", + "integrity": "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg==" + }, "interpret": { "version": "2.2.0", "resolved": "https://registry.npmjs.org/interpret/-/interpret-2.2.0.tgz", @@ -18796,6 +19503,11 @@ "inherits": "^2.0.1" } }, + "robust-predicates": { + "version": "3.0.2", + "resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz", + "integrity": "sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg==" + }, "run-queue": { "version": "1.0.3", "resolved": "https://registry.npmjs.org/run-queue/-/run-queue-1.0.3.tgz", @@ -18804,6 +19516,11 @@ "aproba": "^1.1.1" } }, + "rw": { + "version": "1.3.3", + "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz", + "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==" + }, "safe-buffer": { "version": "5.1.2", "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz", diff --git a/guacamole/src/main/frontend/package.json b/guacamole/src/main/frontend/package.json index 99d742dcf9..6afbf861d8 100644 --- a/guacamole/src/main/frontend/package.json +++ b/guacamole/src/main/frontend/package.json @@ -13,6 +13,7 @@ "angular-translate-loader-static-files": "^2.19.0", "blob-polyfill": ">=7.0.20220408", "csv": "^6.2.5", + "d3": "^7.8.5", "datalist-polyfill": "^1.25.1", "file-saver": "^2.0.5", "fuzzysort": "^2.0.4", diff --git a/guacamole/src/main/frontend/src/app/player/directives/player.js b/guacamole/src/main/frontend/src/app/player/directives/player.js index a239e0d2bf..a377750c26 100644 --- a/guacamole/src/main/frontend/src/app/player/directives/player.js +++ b/guacamole/src/main/frontend/src/app/player/directives/player.js @@ -79,6 +79,7 @@ angular.module('player').directive('guacPlayer', ['$injector', function guacPlay // Required services const keyEventDisplayService = $injector.get('keyEventDisplayService'); + const playerHeatmapService= $injector.get('playerHeatmapService'); const playerTimeService = $injector.get('playerTimeService'); const config = { @@ -161,6 +162,57 @@ angular.module('player').directive('guacPlayer', ['$injector', function guacPlay */ $scope.showKeyLog = false; + /** + * The height, in pixels, of the SVG heatmap paths. Note that this is not + * necessarily the actual rendered height, just the initial size of the + * SVG path before any styling is applied. + */ + $scope.HEATMAP_HEIGHT = 100; + + /** + * The width, in pixels, of the SVG heatmap paths. Note that this is not + * necessarily the actual rendered width, just the initial size of the + * SVG path before any styling is applied. + */ + $scope.HEATMAP_WIDTH = 1000; + + /** + * The maximum number of key events per millisecond to display in the + * key event heatmap. Any key event rates exceeding this value will be + * capped at this rate to ensure that unsually large spikes don't make + * swamp the rest of the data. + * + * Note: This is 6 keys per second (events include both presses and + * releases) - equivalent to ~88 words per minute typed. + */ + const KEY_EVENT_RATE_CAP = 12 / 1000; + + /** + * The maximum number of frames per millisecond to display in the + * frame heatmap. Any frame rates exceeding this value will be + * capped at this rate to ensure that unsually large spikes don't make + * swamp the rest of the data. + */ + const FRAME_RATE_CAP = 10 / 1000; + + /** + * An SVG path describing a smoothed curve that visualizes the relative + * number of frames rendered throughout the recording - i.e. a heatmap + * of screen updates. + * + * @type {String} + */ + $scope.frameHeatmap = ''; + + /** + * An SVG path describing a smoothed curve that visualizes the relative + * number of key events recorded throughout the recording - i.e. a + * heatmap of key events. + * + * @type {String} + */ + $scope.keyHeatmap = ''; + /** * Whether a seek request is currently in progress. A seek request is * in progress if the user is attempting to change the current playback @@ -179,6 +231,22 @@ angular.module('player').directive('guacPlayer', ['$injector', function guacPlay */ var resumeAfterSeekRequest = false; + /** + * The recording-relative timestamp of each frame of the recording that + * has been processed so far. + * + * @type {Number[]} + */ + var frameTimestamps = []; + + /** + * The recording-relative timestamp of each text event that has been + * processed so far. + * + * @type {Number[]} + */ + var keyTimestamps = []; + /** * Return true if any batches of key event logs are available for this * recording, or false otherwise. @@ -321,11 +389,25 @@ angular.module('player').directive('guacPlayer', ['$injector', function guacPlay // Begin downloading the recording $scope.recording.connect(); - // Notify listeners when the recording is completely loaded + // Notify listeners and set any heatmap paths + // when the recording is completely loaded $scope.recording.onload = function recordingLoaded() { $scope.operationMessage = null; $scope.$emit('guacPlayerLoaded'); $scope.$evalAsync(); + + const recordingDuration = $scope.recording.getDuration(); + + // Generate heat maps for rendered frames and typed text + $scope.frameHeatmap = ( + playerHeatmapService.generateHeatmapPath( + frameTimestamps, recordingDuration, FRAME_RATE_CAP, + $scope.HEATMAP_HEIGHT, $scope.HEATMAP_WIDTH)); + $scope.keyHeatmap = ( + playerHeatmapService.generateHeatmapPath( + keyTimestamps, recordingDuration, KEY_EVENT_RATE_CAP, + $scope.HEATMAP_HEIGHT, $scope.HEATMAP_WIDTH)); + }; // Notify listeners if an error occurs @@ -341,6 +423,9 @@ angular.module('player').directive('guacPlayer', ['$injector', function guacPlay $scope.operationProgress = src.size ? current / src.size : 0; $scope.$emit('guacPlayerProgress', duration, current); $scope.$evalAsync(); + + // Store the timestamp of the just-received frame + frameTimestamps.push(duration); }; // Notify listeners when playback has started/resumed @@ -362,6 +447,8 @@ angular.module('player').directive('guacPlayer', ['$injector', function guacPlay $scope.textBatches = ( keyEventDisplayService.parseEvents(events)); + keyTimestamps = events.map(event => event.timestamp); + }; // Notify listeners when current position within the recording diff --git a/guacamole/src/main/frontend/src/app/player/services/playerHeatmapService.js b/guacamole/src/main/frontend/src/app/player/services/playerHeatmapService.js new file mode 100644 index 0000000000..1149e9d066 --- /dev/null +++ b/guacamole/src/main/frontend/src/app/player/services/playerHeatmapService.js @@ -0,0 +1,264 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * 'License'); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * 'AS IS' BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY + * KIND, either express or implied. See the License for the + * specific language governing permissions and limitations + * under the License. + */ + +import { curveCatmullRom } from 'd3-shape'; +import { path } from 'd3-path'; + +/** + * A service for generating heat maps of activity levels per time interval, + * for session recording playback. + */ +angular.module('player').factory('playerHeatmapService', [() => { + + /** + * A default, relatively-gentle Gaussian smoothing kernel. This kernel + * should help heatmaps look a bit less jagged, while not reducing fidelity + * very much. + * + * @type {Number[]} + */ + const GAUSSIAN_KERNEL = [0.0013, 0.1573, 0.6827, 0.1573, 0.0013]; + + /** + * The number of buckets that a series of activity timestamps should be + * divided into. + * + * @type {Number} + */ + const NUM_BUCKETS = 100; + + /** + * Given a list of values to smooth out, produce a smoothed data set with + * the same length as the original provided list. + * + * @param {!Number[]} values + * The list of histogram values to smooth out. + * + * @returns + * The smoothed value array. + */ + function smooth(values) { + + // The starting offset into the values array for each calculation + const lookBack = Math.floor(GAUSSIAN_KERNEL.length / 2); + + // Apply the smoothing kernel to each value in the provided array + return _.map(values, (value, index) => { + + // Total up the weighted values for each position in the kernel + return _.reduce(GAUSSIAN_KERNEL, (total, weight, kernelIndex) => { + + // The offset into the original values array for the kernel + const valuesOffset = kernelIndex - lookBack; + + // The position inside the original values array to be included + const valuesIndex = index + valuesOffset; + + // If the contribution to the final smoothed value would be outside + // the bounds of the array, just use the original value instead + const contribution = ((valuesIndex >= 0) && valuesIndex < values.length) + ? values[valuesIndex] : value; + + // Use the provided weight from the kernel and add to the total + return total + (contribution * weight); + + }, 0); + + }); + } + + /** + * Given an array of values, with each value representing an activity count + * during a bucket of time, generate a smooth curve, scaled to PATH_HEIGHT + * height, and PATH_WIDTH width. + * + * @param {!Number[]} bucketizedData + * The bucketized counts to create an SVG path from. + * + * @param {!Number} maxBucketValue + * The size of the largest value in the bucketized data. + * + * @param {!Number} height + * The target height, in pixels, of the highest point in the heatmap. + * + * @param {!Number} width + * The target width, in pixels, of the heatmap. + * + * @returns + * An SVG path representing a smooth curve, passing through all points + * in the provided data. + */ + function createPath(bucketizedData, maxBucketValue, height, width) { + + // Calculate scaling factor to ensure that paths are all the same heigh + const yScalingFactor = height / maxBucketValue; + + // Scale a given Y value appropriately + const scaleYValue = yValue => height - (yValue * yScalingFactor); + + // Calculate scaling factor to ensure that paths are all the same width + const xScalingFactor = width / bucketizedData.length; + + // Construct a continuous curved path + const curvedPath = path(); + const curve = curveCatmullRom(curvedPath); + + curve.lineStart(); + + // Add all the data points + for (let i = 0; i < bucketizedData.length; i++) { + + // Scale up the x value to hit the target width + const x = xScalingFactor * i; + + // Scale and invert the height for display + const y = scaleYValue(bucketizedData[i]); + + // Add the scaled point + curve.point(x, y); + + } + + // Move back to 0 to complete the path + curve.lineEnd(); + curvedPath.lineTo(width, scaleYValue(0)); + + // Generate the SVG path for this curve + const rawPathText = curvedPath.toString(); + + // The SVG path as generated by D3 starts with a move to the first data + // point. This means that when the path ends and the subpath is closed, + // it returns to the position of the first data point instead of the + // origin. To fix this, the initial move command is removed, and the + // path is amended to start at the origin. TODO: Find a better way to + // handle this. + const startAtOrigin = ( + + // Start at origin + 'M0,' + scaleYValue(0) + + + // Line to the first point in the curve, to close the shape + 'L0,' + scaleYValue(bucketizedData[0]) + + ); + + // Strip off the first move command from the path + const strippedPathText = _.replace(rawPathText, /^[^C]*/, ''); + + return startAtOrigin + strippedPathText; + } + + const service = {}; + + /** + * Given a raw array of timestamps indicating when events of a certain type + * occured during a record, generate and return a smoothed SVG path + * indicating how many events occured during each equal-length bucket. + * + * @param {!Number[]} timestamps + * A raw array of timestamps, one for every relevant event. These + * must be monotonically increasing. + * + * @param {!Number} duration + * The duration over which the heatmap should apply. This value may + * be greater than the maximum timestamp value, in which case the path + * will drop to 0 after the last timestamp in the provided array. + * + * @param {Number} maxRate + * The maximum number of events per millisecond that should be displayed + * in the final path. Any rates over this amount will just be capped at + * this value. + * + * @param {!Number} height + * The target height, in pixels, of the highest point in the heatmap. + * + * @param {!Number} width + * The target width, in pixels, of the heatmap. + * + * @returns + * A smoothed, graphable SVG path representing levels of activity over + * time, as extracted from the provided timestamps. + */ + service.generateHeatmapPath = (timestamps, duration, maxRate, height, width) => { + + // The height and width must both be valid in order to create the path + if (!height || !width) { + console.warn("Heatmap height and width must be positive."); + return ''; + } + + // If no timestamps are available, no path can be created + if (!timestamps || !timestamps.length) + return ''; + + // An initially empty array containing no activity in any bucket + const buckets = new Array(NUM_BUCKETS).fill(0); + + // If no events occured, return the an empty path + if (!timestamps.length) + return ''; + + // Determine the bucket granularity + const bucketDuration = duration / NUM_BUCKETS; + + // The rate-limited maximum number of events that any bucket can have, + const maxPossibleBucketValue = Math.floor(bucketDuration * maxRate); + + // If the duration is invalid, return the still-empty array + if (duration <= 0) + return ''; + + let maxBucketValue = 0; + + // Partition the events into a count of events per bucket + let currentBucketIndex = 0; + timestamps.forEach(timestamp => { + + // If the current timestamp has passed the end of the current + // bucket, move to the appropriate bucket + if (timestamp >= (currentBucketIndex + 1) * bucketDuration) + currentBucketIndex = Math.min( + Math.floor((timestamp / bucketDuration)), NUM_BUCKETS - 1); + + // Do not record events that exceed the maximum allowable rate + if (buckets[currentBucketIndex] >= maxPossibleBucketValue) + buckets[currentBucketIndex] = maxPossibleBucketValue; + + else + // Increment the count for the current bucket + buckets[currentBucketIndex]++; + + // Keep track of the maximum value seen so far + maxBucketValue = Math.max( + maxBucketValue, buckets[currentBucketIndex]); + + }); + + // Smooth the data for better aesthetics before creating the path + const smoothed = smooth(buckets); + + // Create an SVG path based on the smoothed data + return createPath(smoothed, maxBucketValue, height, width); + + } + + + return service; + +}]); diff --git a/guacamole/src/main/frontend/src/app/player/templates/player.html b/guacamole/src/main/frontend/src/app/player/templates/player.html index eeb3744b54..f002bd42ca 100644 --- a/guacamole/src/main/frontend/src/app/player/templates/player.html +++ b/guacamole/src/main/frontend/src/app/player/templates/player.html @@ -28,6 +28,21 @@ ng-model="playbackPosition" ng-on-change="commitSeekRequest()"> +