diff --git a/README.md b/README.md index 40b82c4..d5fabec 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ ### Data > `{course_id}-discussion.csv` -This project pulls data via the Canvas API the discussions for the specified Canvas course(s) and exports the results as CSV. The columns exported are: +This project pulls discussion data via the Canvas API for the specified Canvas course(s) and exports the results as CSV. The columns exported are: * 'topic_id', * 'topic_title', * 'topic_message', @@ -15,50 +15,44 @@ This project pulls data via the Canvas API the discussions for the specified Can * 'topic_author_name', * 'topic_created_at', * 'topic_posted_at', -* 'post_author_id', -* 'post_author_name', -* 'post_id', -* 'post_parent_id', -* 'post_message', -* 'post_likes', -* 'post_timestamp' +* 'response_author_id', +* 'response_author_name', +* 'response_id', +* 'response_parent_id', +* 'response_message', +* 'response_likes', +* 'response_timestamp' -Where a `topic` corresponds to a `discussion_topic` and `post` refers to all replies to the `discussion_topic`. If a `discussion_topic` has no posts then you will see the `topic_` columns filled with no corresponding `post_` data. A `post` may have a `post_parent_id ` if it is part of a threaded response. +Where a `topic` corresponds to a `discussion_topic` and `response` refers to all posts and replies to the `discussion_topic`. If a `discussion_topic` has no posts or replies then you will see the `topic_` columns filled with no corresponding `response_` data. A `response` may have a `response_parent_id` if it is part of a threaded response (i.e is a `reply`). ### Summary Data > `{course_id}-discussion-summary.csv` We have calculated summary metrics for each topic. The csv with the summary information includes the following columns: + * 'topic_id', * 'topic_title', * 'topic_author_id', * 'topic_author_name', -* 'topic_created_at', * 'topic_posted_at', -* 'number_of_posts': the total number of posts and replies in the topic -* 'median_posts_word_count': the median word count for all posts and replies to the topic -* 'average_time_to_post_hours': the average time to post or reply from the topic created_at date -* 'first_reply_timestamp': the timestamp of the first post -* 'average_time_to_post_from_first_reply_hours': the average time to post or reply from the first post (for cases where all discussions are released at once, this may be a more meaningful metric of time to reply) -* 'average_posts_per_author': the average posts per author (does not include enrollments with no posts) +* 'number_of_responses': the total number of posts and replies in the topic +* 'average_responses_per_author': the average posts per author (does not include enrollments with no posts) +* 'median_responses_word_count': the median word count for all posts and replies to the topic +* 'average_days_to_respond_from_posted_at': the average number of days to post from the topic posted_at date. A 'day' is calculated by date, not hours +* 'first_response_timestamp': the timestamp of the first post +* 'average_days_to_respond_from_first_response': the average number of days to post from first topic response. A 'day' is calculated by date, not hours -Where a `post` is a response to a topic, and a `reply` is a reply to the post. -![alt text](image-1.png) +Where a `post` is a direct response to a topic, and a `reply` is a reply to the post. Together the `posts` and `replies` are `responses`. -> `{course_id}-module-discussion-summary.csv` +![alt text](image-1.png) -We have calculated summary metrics at the level of `module` where there are multiple discussion topics. This is optional (see .env creation above) The csv with the summary information includes the following columns: -* 'module_id', -* 'module_name', -* 'module_unlock_at': assuming the course uses an unlock_at date this will be used to calculate, -* 'number_of_posts': the total number of posts and replies in the module -* 'median_posts_word_count': the median word count for all posts and replies to the module topics -* 'average_time_to_post_hours': the average time to post or reply from the module_unlock_at date -* 'first_reply_timestamp': the timestamp of the first post -* 'average_time_to_post_from_first_reply_hours': the average time to post or reply from the first post (for cases where all discussions are released at once, this may be a more meaningful metric of time to reply) -* 'average_posts_per_author': the average posts per author (does not include enrollments with no posts) +### Additional Explanations +- `A 'day' is calculated by date, not hours` +> For instance, for the topic discussion summary, if the topic was posted_at '2024-01-02 12pm' and there was 1 response at '2024-01-03 4pm', then the average_days_to_post would be 1. If the topic as was posted_at '2024-01-01' and all replies were the same day ('2024-01-01') then the average_days_to_post would be 0. +- `does not include enrollments with no posts` +> The calculations are only based on posts or authors who contribute, not expected posts or number of authors; for instance, in a class of 10 students, if 5 students made 1 post each and 5 students made 0 posts the `average_responses_per_author` is 1 (mean: 1,1,1,1,1), **not** 0.5 (mean: 1,1,1,1,1,0,0,0,0,0). ## Getting Started These instructions will get you a copy of the project up and running on your local machine for use with your own API tokens and Canvas domains. @@ -77,24 +71,21 @@ These instructions will get you a copy of the project up and running on your loc > - See [Get Started with the Canvas API](https://learninganalytics.ubc.ca/guides/get-started-with-the-canvas-api/) for more information. > - ⚠️ Your Canvas API token is the equivalent to your username and password and must be treated as such (following any security guidelines of your home institution). 1. Create a `.env` file. -1. Add the following: `CANVAS_API_TOKEN={YOUR API TOKEN}`, `CANVAS_API_DOMAIN={YOUR API DOMAIN}`, `COURSE_IDS={YOUR COURSE ID(s)}`. > - At UBC the `CANVAS_API_DOMAIN` is `https://ubc.instructure.com/api/v1` - > - At another institution it might be something like `https://{school}.instructure.com/api/v1` -1. Add `INCLUDE_MODULE_SUMMARY=true` (or `INCLUDE_MODULE_SUMMARY=false`) to indicate whether you would like to include a summary grouped by module. If this is not in the .env it will default to false and no module summary will be created. - +1. Add the following: `CANVAS_API_TOKEN={YOUR API TOKEN}`, `CANVAS_API_DOMAIN={YOUR API DOMAIN}`, `COURSE_IDS={YOUR COURSE ID(s)}`. + - At UBC the `CANVAS_API_DOMAIN` is `https://ubc.instructure.com/api/v1` + - At another institution it might be something like `https://{school}.instructure.com/api/v1` Your .env file should look like ``` CANVAS_API_TOKEN=22322... CANVAS_API_DOMAIN=https://ubc.instructure.com/api/v1 COURSE_IDS=1111,1112 - INCLUDE_MODULE_SUMMARY=false ``` -1. Run the script. `npm start`. -1. A `{course_id}-discussion.csv` and a ` {course_id}-discussion-summary.csv` file should be generated with discussion data in the output folder for each provided course_id. If you have set `INCLUDE_MODULE_SUMMARY` to `true` then you will also see a file `{course_id}-module-discussion-summary.csv`. +2. Run the script. `npm start`. +3. A `{course_id}-discussion.csv` and a ` {course_id}-discussion-summary.csv` file should be generated with discussion data in the output folder for each provided course_id. ## Authors -* [justin0022](https://github.com/justin0022) - -**Justin Lee** <justin.lee@ubc.ca> +* [justin0022](https://github.com/justin0022) - **Justin Lee** <justin.lee@ubc.ca> ## License diff --git a/image-1.png b/image-1.png index 2f1d6c6..c5ac208 100644 Binary files a/image-1.png and b/image-1.png differ diff --git a/index.js b/index.js index 7b53989..a4ace5f 100644 --- a/index.js +++ b/index.js @@ -1,30 +1,25 @@ const capi = require('node-canvas-api') -const { flatten } = require('./util') +const { flatten, toDateTime } = require('./util') const writeToCSV = require('./writeToCSV') const writeSummaryToCSV = require('./writeSummaryToCSV') -const writeSummaryByModuleToCSV = require('./writeSummaryByModuleToCSV') require('dotenv').config() const envVariableWarning = (msg) => { console.info(msg) } + const envVariableError = (msg) => { console.error(msg) process.exit(1) - } + const checkEnvVariable = (varName, errMsg) => { if (!process.env[varName]) { - if (varName === 'INCLUDE_MODULE_SUMMARY') { - envVariableWarning(errMsg) - } else { - envVariableError(`Error: ${errMsg}. See README for an example.env`) - } + envVariableError(`Error: ${errMsg}. See README for an example.env`) } } checkEnvVariable('COURSE_IDS', 'COURSE_IDS environment variable is not defined.') -checkEnvVariable('INCLUDE_MODULE_SUMMARY', 'INCLUDE_MODULE_SUMMARY environment variable is not defined. Define and set to `true` to include summary at module.') checkEnvVariable('CANVAS_API_TOKEN', 'CANVAS_API_TOKEN environment variable is not defined. You need a token to run this script.') checkEnvVariable('CANVAS_API_DOMAIN', 'CANVAS_API_DOMAIN environment variable is not defined.') @@ -46,7 +41,7 @@ const getNestedReplies = (replyObj, participants, topicId) => { postAuthorName: authorName, postMessage: replyObj.message, postLikes: replyObj.rating_sum || 0, - postTimestamp: new Date(replyObj.created_at), + postTimestamp: toDateTime(replyObj.created_at), postParentId: replyObj.parent_id || '', postId: replyObj.id }, ...replies] @@ -55,7 +50,7 @@ const getNestedReplies = (replyObj, participants, topicId) => { const getDiscussionsAndTopics = async (courseId, topicIds) => { const fetchDetails = topicId => Promise.all([ capi.getFullDiscussion(courseId, topicId), - capi.getDiscussionTopic(courseId, topicId), + capi.getDiscussionTopic(courseId, topicId) ]) const discussionsAndTopics = await Promise.all( @@ -73,8 +68,8 @@ const processDiscussionTopic = ({ discussion, topic }) => { const topicTitle = topic.title const topicMessage = topic.message const author = topic.author - const topicCreatedAt = topic.created_at ? new Date(topic.created_at) : null - const topicPostedAt = topic.posted_at ? new Date(topic.posted_at) : null + const topicCreatedAt = toDateTime(topic.created_at) + const topicPostedAt = toDateTime(topic.posted_at) const participants = discussion.participants const replies = discussion.view.length > 0 ? discussion.view @@ -97,60 +92,21 @@ const processDiscussionTopic = ({ discussion, topic }) => { const getDiscussions = async courseId => { const discussionTopicIds = await getDiscussionTopicIds(courseId) const discussionsAndTopics = await getDiscussionsAndTopics(courseId, discussionTopicIds) - - return discussionsAndTopics.map(processDiscussionTopic) -} - - -const getPublishedModuleDiscussions = async courseId => { - - const modules = await capi.getModules(courseId) - - const modulesWithDiscussionItems = await Promise.all(modules.map(async module => { - const items = await capi.getModuleItems(courseId, module.id) - const discussionItems = items.filter(item => item.type === "Discussion" && item.published) - - const discussionsAndTopics = await getDiscussionsAndTopics(courseId, discussionItems.map(item => item.content_id)) - const processedDiscussions = discussionsAndTopics.map(processDiscussionTopic) - - const discussionItemWithDiscussionData = discussionItems.map(discussionItem => { - const discussionAndReplies = processedDiscussions.find(d => d.topicId === discussionItem.content_id) - return { - ...discussionItem, - discussionAndReplies - } - }) - - return { - ...module, - discussionItems: discussionItemWithDiscussionData - } - })) - - return modulesWithDiscussionItems + return discussionsAndTopics.map(processDiscussionTopic) } const courseIds = process.env.COURSE_IDS.split(',').map(id => id.trim()) -const returnSummaryByModule = process.env.INCLUDE_MODULE_SUMMARY ? process.env.INCLUDE_MODULE_SUMMARY === 'true' : false Promise.all( courseIds.map(courseId => { - const basePromise = getDiscussions(courseId).then(discussions => + getDiscussions(courseId).then(discussions => Promise.all([ - writeToCSV(courseId, discussions), // Writes detailed discussion data to CSV - writeSummaryToCSV(courseId, discussions) // Writes summary of discussion data to CSV + writeToCSV(courseId, discussions), // Writes detailed discussion data to CSV + writeSummaryToCSV(courseId, discussions) // Writes summary of discussion data to CSV ]) ) - - const additionalPromise = returnSummaryByModule - ? getPublishedModuleDiscussions(courseId).then(modulesWithDiscussionItems => - writeSummaryByModuleToCSV(courseId, modulesWithDiscussionItems) // Writes summary of module data to CSV - ) - : Promise.resolve() // No additional operation if condition is false - - return Promise.all([basePromise, additionalPromise]) }) ).catch(error => { console.error('Error processing discussions and modules:', error.message || `An unexpected error occurred: ${error}`) -}) \ No newline at end of file +}) diff --git 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b/package.json index feb343a..5719328 100644 --- a/package.json +++ b/package.json @@ -4,7 +4,7 @@ "description": "", "main": "index.js", "scripts": { - "test": "echo \"Error: no test specified\" && exit 1", + "test": "jest", "start": "node index.js" }, "author": "", @@ -12,7 +12,11 @@ "dependencies": { "dotenv": "^16.4.5", "luxon": "^3.5.0", + "natural": "^8.0.1", "node-canvas-api": "^1.7.0", "standard": "^12.0.1" + }, + "devDependencies": { + "jest": "^29.7.0" } } diff --git a/util.js b/util.js index 9cbd364..f4a1922 100644 --- a/util.js +++ b/util.js @@ -1,13 +1,39 @@ const fs = require('fs') const path = require('path') const { DateTime } = require('luxon') +const natural = require('natural') -const toPacificTimeString = (date) => - date - ? DateTime.fromJSDate(date, { zone: 'utc' }) // Convert JS Date to Luxon DateTime in UTC - .setZone('America/Los_Angeles') // Convert to Pacific Time - .toFormat('yyyy-MM-dd HH:mm:ss ZZZZ') // Format the DateTime object - : null +const escapeComment = comment => comment ? '"' + comment.replace(/"/g, "'") + '"' : '' + +const stripHTML = comment => comment ? comment.replace(/(<([^>]+)>)/gi, "").replace(/ /g, " ") : '' + +const writeHeader = (pathToFile, headers) => fs.writeFileSync(pathToFile, headers + '\r\n') + +const appendRow = (pathToFile, row) => fs.appendFileSync(pathToFile, row.join(',') + '\r\n') + +const toDateTime = (str) => { + if (!str) + return null + try { + const dateTime = DateTime.fromISO(str, { zone: 'utc' }) + return dateTime.isValid ? dateTime : null + } catch { + return null + } +} + +function formatNumberOutput(value, decimalPlaces = 2, defaultValue = '') { + return value != null && !isNaN(value) + ? Number(value).toFixed(decimalPlaces) + : defaultValue +} + +const convertToPacificTime = (dateTime) => { + if (dateTime && dateTime.isValid) { + return dateTime.setZone('America/Los_Angeles') + } + return null // Return null if the DateTime is invalid or not provided +} const flatten = arr => arr.reduce((acc, cur) => Array.isArray(cur) @@ -21,6 +47,12 @@ const average = (arr) => { return sum / arr.length } +const roundedAverage = (arr, decimalPlaces) => { + const avg = average(arr) + const roundedAverage = round(avg, decimalPlaces) + return roundedAverage +} + // median from array const median = (arr) => { const sorted = arr.slice().sort() @@ -28,76 +60,99 @@ const median = (arr) => { return sorted.length % 2 !== 0 ? sorted[mid] : (sorted[mid - 1] + sorted[mid]) / 2 } -const escapeComment = comment => comment ? '"' + comment.replace(/"/g, "'") + '"' : '' -const stripHTML = comment => comment ? comment.replace(/(<([^>]+)>)/gi, "").replace(/ /g, " ") : '' -const writeHeader = (pathToFile, headers) => fs.writeFileSync(pathToFile, headers + '\r\n') -const appendRow = (pathToFile, row) => fs.appendFileSync(pathToFile, row.join(',') + '\r\n') +const round = (num, decimalPlaces) => { + if (typeof num !== 'number' || typeof decimalPlaces !== 'number') { + throw new TypeError('Both arguments must be numbers') + } + + const factor = 10 ** decimalPlaces + roundedNum = Math.round(num * factor) / factor + return roundedNum +} // Word count function const getWordCount = (str) => { + tokenizer = new natural.WordTokenizer() + const cleanStr = stripHTML(escapeComment(str)) //const cleanStr = str.replace(/<\/?[^>]+(>|$)/g, "") // Remove HTML tags - return cleanStr.trim().split(/\s+/).length + const tokens = tokenizer.tokenize(cleanStr) + const tokenCount = tokens.length + return tokenCount +} + +const getDateDiff = (referenceTimestamp, relativeTimestamp) => { + const referenceDateTime = referenceTimestamp instanceof DateTime + ? referenceTimestamp + : toDateTime(referenceTimestamp) + + const relativeDateTime = relativeTimestamp instanceof DateTime + ? relativeTimestamp + : toDateTime(relativeTimestamp) + + const diffInDays = relativeDateTime.diff(referenceDateTime, 'days').days + + return Math.floor(diffInDays) +} + +const calculateAverageDiffInDays = (posts, referenceTimestamp) => { + if (referenceTimestamp === null) { + return null + } + + const differences = posts + .map(post => getDateDiff(referenceTimestamp, post.postTimestamp)) + .filter(dayDifference => dayDifference !== null) + + // Return the average of the differences, or null if there are no valid differences + return differences.length > 0 ? roundedAverage(differences, 2) : null } // Function to calculate the topic summary const postStatistics = (posts, referenceTimestamp) => { - // Number of posts const numberOfPosts = posts.length if (numberOfPosts === 0) { return { numberOfPosts: 0, - medianWordCount: 0, + medianWordCount: null, averageTimeDiff: null, firstReplyTimestamp: null, - averageTimeToPostFromFirst: null, + averageTimeDiffFromReference: null, + averageTimeDiffFromFirst: null, averagePostsPerAuthor: null } } - // Word counts - const wordCounts = posts.map(post => getWordCount(post.postMessage)) + const firstReplyMS = Math.min( + ...posts.map( + post => post.postTimestamp + )) - const medianWordCount = Math.round(median(wordCounts) * 10) / 10 + const firstReplyTimestamp = DateTime.fromMillis(firstReplyMS, { zone: 'utc' }); - // Average time in hours from topicCreatedAt to postTimestamp - const timeDiffs = posts.map(post => { - return (post.postTimestamp - referenceTimestamp) - }) - - const averageTimeDiff = parseFloat(average(timeDiffs).toFixed(1)) / (1000 * 60 * 60) // Convert from milliseconds to hours + const wordCounts = posts.map(post => getWordCount(post.postMessage)) + const medianWordCount = round(median(wordCounts), 2) const postCountsByAuthor = posts.reduce((acc, post) => { acc[post.postAuthorId] = (acc[post.postAuthorId] || 0) + 1 return acc }, {}) - // Average number of posts per postAuthorId const postCounts = Object.values(postCountsByAuthor) - const averagePostsPerAuthor = parseFloat(average(postCounts).toFixed(1)) - - const firstReplyTimestamp = new Date(Math.min(...posts.map( - post => new Date(post.postTimestamp)))) - - const timeDiffsFromFirst = posts - .map(post => { - return post.postTimestamp > firstReplyTimestamp - ? (post.postTimestamp - firstReplyTimestamp) / (1000 * 60 * 60) // Convert from milliseconds to hours - : null - }) - .filter(diff => diff !== null) - - const averageTimeToPostFromFirst = timeDiffsFromFirst.length > 0 - ? parseFloat(average(timeDiffsFromFirst).toFixed(1)) - : 0 + const averagePostsPerAuthor = roundedAverage(postCounts, 2) + + const averageTimeDiffFromReference = calculateAverageDiffInDays(posts, referenceTimestamp) + const averageTimeDiffFromFirst = calculateAverageDiffInDays(posts, firstReplyTimestamp) + return { numberOfPosts, medianWordCount, - averageTimeDiff, + referenceTimestamp, firstReplyTimestamp, - averageTimeToPostFromFirst, + averageTimeDiffFromReference, + averageTimeDiffFromFirst, averagePostsPerAuthor } @@ -109,5 +164,12 @@ module.exports = { writeHeader, appendRow, postStatistics, - toPacificTimeString + convertToPacificTime, + getDateDiff, + getWordCount, + toDateTime, + average, + round, + roundedAverage, + formatNumberOutput } diff --git a/util.test.js b/util.test.js new file mode 100644 index 0000000..88fa266 --- /dev/null +++ b/util.test.js @@ -0,0 +1,315 @@ +/* global describe it expect beforeEach beforeAll */ +const { average, round, roundedAverage, escapeComment, stripHTML, writeHeader, appendRow, + getWordCount, getDateDiff, toDateTime, convertToPacificTime } = require('./util') +const fs = require('fs') +const path = require('path') +const { DateTime } = require('luxon') + +describe('Utils Functions', () => { + describe('convertToPacificTime', () => { + it('should convert a valid UTC DateTime object with only hours to Pacific Time', () => { + const utcDateTime = DateTime.fromISO('2024-09-16T12:00:00Z', { zone: 'utc' }) + + const pacificDateTime = convertToPacificTime(utcDateTime) + + expect(pacificDateTime).toBeInstanceOf(DateTime) + expect(pacificDateTime.toISO()).toBe('2024-09-16T05:00:00.000-07:00') // Pacific Time offset (-07:00 for PDT) + }) + + it('should handle UTC midnight correctly', () => { + const utcDateTime = DateTime.fromISO('2024-09-16T00:00:00Z', { zone: 'utc' }) + const pacificDateTime = convertToPacificTime(utcDateTime) + // Assert that the conversion is correct + expect(pacificDateTime).toBeInstanceOf(DateTime) + expect(pacificDateTime.toISO()).toBe('2024-09-15T17:00:00.000-07:00') // Pacific Time offset (-07:00 for PDT) + }) + + it('should handle UTC time with -08:00 offset correctly', () => { + const utcDateTime = DateTime.fromISO('2024-01-16T12:00:00Z', { zone: 'utc' }) + const pacificDateTime = convertToPacificTime(utcDateTime) + + expect(pacificDateTime).toBeInstanceOf(DateTime) + // so noon UTC should be 4 AM PST the same day + expect(pacificDateTime.toISO()).toBe('2024-01-16T04:00:00.000-08:00') + }) + + it('should return null if the input is null', () => { + const result = convertToPacificTime(null) + expect(result).toBeNull() + }) + + it('should return null if the input is an invalid DateTime object', () => { + const invalidDateTime = DateTime.invalid('Invalid DateTime') + const result = convertToPacificTime(invalidDateTime) + expect(result).toBeNull() + }) + }) + + describe('toDateTime', () => { + it('should convert a valid ISO date string to a luxon DateTime object', () => { + const isoString = '2024-09-16T12:34:56.000Z' + const result = toDateTime(isoString) + expect(result.toISO()).toBe(isoString) + }) + + it('should return null if the input is null', () => { + const result = toDateTime(null) + expect(result).toBeNull() + }) + + it('should return null if the input is undefined', () => { + const result = toDateTime(undefined) + expect(result).toBeNull() + }) + + it('should handle an empty string by returning null', () => { + const emptyString = '' + const result = toDateTime(emptyString) + expect(result).toBeNull() + }) + + it('should return null if the input is an invalid ISO string', () => { + const invalidIsoString = 'invalid-date' + const result = toDateTime(invalidIsoString) + expect(result).toBeNull() + }) + }) + + describe('getDateDiff', () => { + it('should return 0 if the same date and different times', () => { + const referenceTimestamp = '2024-06-22T00:23:54Z' + const relativeTimestamp = '2024-06-22T12:23:54Z' // Same date and time + + expect(getDateDiff(referenceTimestamp, relativeTimestamp)).toBe(0) + }) + + it('should return 1 if the relativeDate is the next day any time', () => { + const referenceTimestamp = '2024-06-22T00:23:54Z' + const relativeTimestamp = '2024-06-23T12:23:54Z' // one day + + expect(getDateDiff(referenceTimestamp, relativeTimestamp)).toBe(1) + }) + + it('should return 10 if the relativeDate is 10 days later', () => { + const referenceTimestamp = '2024-06-10T00:23:54Z' + const relativeTimestamp = '2024-06-20T12:23:54Z' // 10 days + + expect(getDateDiff(referenceTimestamp, relativeTimestamp)).toBe(10) + }) + }) + + describe('escapeComment', () => { + it('should escape quotes in comments', () => { + const input = 'This is a "comment"' + const expected = '"This is a \'comment\'"' + expect(escapeComment(input)).toEqual(expected) + }) + + it('should return empty string if input is empty', () => { + const input = '' + const expected = '' + expect(escapeComment(input)).toEqual(expected) + }) + }) + + describe('stripHTML', () => { + it('should remove HTML tags and  ', () => { + const input = '
Hello   World
' + const expected = 'Hello World' + expect(stripHTML(input)).toEqual(expected) + }) + + it('should return empty string if input is empty', () => { + const input = '' + const expected = '' + expect(stripHTML(input)).toEqual(expected) + }) + }) + + describe('writeHeader', () => { + const testFilePath = path.join(__dirname, 'test.csv') + + beforeEach(() => { + if (fs.existsSync(testFilePath)) { + fs.unlinkSync(testFilePath) + } + }) + + afterAll(() => { + if (fs.existsSync(testFilePath)) { + fs.unlinkSync(testFilePath) + } + }) + + it('should write headers to a file', () => { + const headers = ['Name', 'Age'] + writeHeader(testFilePath, headers) + const fileContent = fs.readFileSync(testFilePath, 'utf8') + expect(fileContent).toBe('Name,Age\r\n') + }) + }) + + describe('appendRow', () => { + const testFilePath = path.join(__dirname, 'test.csv') + + beforeEach(() => { + if (fs.existsSync(testFilePath)) { + fs.unlinkSync(testFilePath) + } + }) + + afterAll(() => { + if (fs.existsSync(testFilePath)) { + fs.unlinkSync(testFilePath) + } + }) + + it('should append a row to a file', () => { + const row = ['John', '30'] + appendRow(testFilePath, row) + const fileContent = fs.readFileSync(testFilePath, 'utf8') + expect(fileContent).toBe('John,30\r\n') + }) + }) + + describe('getWordCount', () => { + it('should count words correctly after stripping HTML and escaping comments', () => { + const input = '

This is a "test" string with   some HTML

' + const expected = 8 // "This is a test string with some HTML" -> 8 words + expect(getWordCount(input)).toBe(expected) + }) + + it('should return 0 for empty input', () => { + const input = '' + const expected = 0 + expect(getWordCount(input)).toBe(expected) + }) + + it('should return 2 for a dashed-string', () => { + const input = 'dashed-string' + const expected = 2 + expect(getWordCount(input)).toBe(expected) + }) + + it('should count spelling mistakes', () => { + const input = 'should count speling mistakes' + const expected = 4 + expect(getWordCount(input)).toBe(expected) + }) + }) + + describe('average', () => { + test('should return 0 for an empty array', () => { + expect(average([])).toBe(0) + }) + + test('should return the correct average for a non-empty array', () => { + expect(average([1, 2, 3, 4, 5])).toBe(3) + expect(average([10, 20, 30, 40, 50])).toBe(30) + }) + + test('should handle arrays with negative numbers', () => { + expect(average([-1, -2, -3, -4, -5])).toBe(-3) + }) + + test('should handle arrays with mixed positive and negative numbers', () => { + expect(average([-1, 0, 1])).toBe(0) + expect(average([-1, -2, 3, 4])).toBe(1) + }) + + test('should handle arrays with floating-point numbers', () => { + expect(average([1.5, 2.5, 3.5])).toBe(2.5) + }) + + test('should return NaN when array contains non-numeric values', () => { + expect(average([1, 'a', 3])).toBeNaN() + }) + + test('should handle an array with a single value correctly', () => { + expect(average([7])).toBe(7) + }) + }) + + describe('round', () => { + test('should round to the nearest integer', () => { + expect(round(1.234, 0)).toBe(1) + expect(round(1.5, 0)).toBe(2) + expect(round(-1.5, 0)).toBe(-1) // Math expected behaviour + }) + + test('should round integers or add decimal', () => { + expect(round(1, 0)).toBe(1) + expect(round(1, 1)).toBe(1.0) + }) + + test('should round to one decimal place', () => { + expect(round(1.234, 1)).toBe(1.2) + expect(round(1.25, 1)).toBe(1.3) + expect(round(-1.25, 1)).toBe(-1.2) + }) + + test('should round to two decimal places', () => { + expect(round(1.234, 2)).toBe(1.23) + expect(round(1.235, 2)).toBe(1.24) + expect(round(-1.235, 2)).toBe(-1.24) + }) + + test('should handle large numbers', () => { + expect(round(123456.789, 2)).toBe(123456.79) + expect(round(-123456.789, 2)).toBe(-123456.79) + }) + + test('should handle zero decimal places', () => { + expect(round(1.234, 0)).toBe(1) + expect(round(-1.234, 0)).toBe(-1) + }) + + test('should handle cases where the number is already rounded', () => { + expect(round(1.0, 2)).toBe(1.00) + expect(round(1.23, 2)).toBe(1.23) + expect(round(-1.23, 2)).toBe(-1.23) + }) + + test('should return TypeError for invalid input', () => { + expect(() => round('string', 2)).toThrow(TypeError) + expect(() => round(null, 2)).toThrow(TypeError) + expect(() => round(undefined, 2)).toThrow(TypeError) + expect(() => round(1.23, 'two')).toThrow(TypeError) + }) + }) + + describe('roundedAverage', () => { + test('should calculate and round the average of positive numbers', () => { + expect(roundedAverage([1, 2, 3, 4, 5], 0)).toBe(3) // Average is 3 + expect(roundedAverage([1, 2, 3, 4, 5], 1)).toBe(3.0) // Average is 3.0 + expect(roundedAverage([1, 2, 3, 4, 5], 2)).toBe(3.00) // Average is 3.00 + }) + + test('should calculate and round the average of negative numbers', () => { + expect(roundedAverage([-1, -2, -3, -4, -5], 0)).toBe(-3) // Average is -3 + expect(roundedAverage([-1, -2, -3, -4, -5], 1)).toBe(-3.0) // Average is -3.0 + expect(roundedAverage([-1, -2, -3, -4, -5], 2)).toBe(-3.00) // Average is -3.00 + }) + + test('should calculate and round the average of mixed numbers', () => { + expect(roundedAverage([1, -1, 2, -2], 0)).toBe(0) // Average is 0 + expect(roundedAverage([1, -1, 2, -2], 1)).toBe(0) // Average is 0.0 + expect(roundedAverage([1, -1, 2, -2], 2)).toBe(0) // Average is 0.00 + }) + + test('should handle empty array', () => { + expect(roundedAverage([], 2)).toBe(0) // Average of an empty array is 0 rounded to 2 + }) + + test('should handle single-element array', () => { + expect(roundedAverage([5], 0)).toBe(5) // Average is 5 + expect(roundedAverage([5], 2)).toBe(5.00) // Average is 5.00 + }) + + test('should handle arrays with decimal numbers', () => { + expect(roundedAverage([1.1, 2.2, 3.3], 0)).toBe(2) // Average is 2.2, rounded to 2 + expect(roundedAverage([1.1, 2.2, 3.3], 1)).toBe(2.2) // Average is 2.2, rounded to 2.2 + expect(roundedAverage([1.1, 2.2, 3.3], 2)).toBe(2.20) // Average is 2.2, rounded to 2.20 + }) + }) +}) diff --git a/writeSummaryByModuleToCSV.js b/writeSummaryByModuleToCSV.js deleted file mode 100644 index 0c1ab18..0000000 --- a/writeSummaryByModuleToCSV.js +++ /dev/null @@ -1,50 +0,0 @@ - -const path = require('path') -const { escapeComment, stripHTML, writeHeader, appendRow, postStatistics, toPacificTimeString } = require('./util') - -// Function to calculate the module summary -const moduleSummary = (module) => { - const posts = module.discussionItems.map(item => item.discussionAndReplies.replies).flat().flat() - const moduleUnlockedAt = new Date(module.unlock_at) - - const postSummary = postStatistics(posts, moduleUnlockedAt) - - return postSummary -} - -// Function to write the summary to CSV -const writeSummaryByModuleToCSV = (courseId, modules) => { - console.log(`Writing summary of module discussion data for course: ${courseId}`) - const csvPath = path.join(__dirname, `output/${courseId}-module-discussion-summary.csv`) - const headers = [ - 'module_id', - 'module_name', - 'module_unlock_at', - 'number_of_posts', - 'median_word_count', - 'average_time_to_post_hours', - 'first_reply_timestamp', - 'average_time_to_post_from_first_hours', - 'average_posts_per_author' - ] - - writeHeader(csvPath, headers) - - modules.forEach(module => { - const summary = moduleSummary(module) - const moduleDetails = { - module_id: module.id, - module_name: stripHTML(escapeComment(module.name)), - module_created_at: toPacificTimeString(module.unlock_at) || toPacificTimeString(module.created_at), - number_of_posts: summary.numberOfPosts, - median_word_count: summary.medianWordCount, - average_time_to_post_hours: summary.averageTimeDiff, - first_reply_timestamp: toPacificTimeString(summary.firstReplyTimestamp), - average_time_to_post_from_first_hours: summary.averageTimeToPostFromFirst, - average_posts_per_author: summary.averagePostsPerAuthor - } - appendRow(csvPath, Object.values(moduleDetails)) - }) -} - -module.exports = writeSummaryByModuleToCSV diff --git a/writeSummaryToCSV.js b/writeSummaryToCSV.js index 490f2ca..80d4a62 100644 --- a/writeSummaryToCSV.js +++ b/writeSummaryToCSV.js @@ -1,36 +1,32 @@ const path = require('path') -const { escapeComment, stripHTML, writeHeader, appendRow, postStatistics, toPacificTimeString } = require('./util') // Adjust the path as necessary +const { escapeComment, stripHTML, writeHeader, appendRow, postStatistics, toDateTime, convertToPacificTime, formatNumberOutput } = require('./util') // Adjust the path as necessary const topicSummary = (topic) => { const posts = topic.replies.flat() - const topicCreatedAt = new Date(topic.topicCreatedAt) + const topicPostedAt = toDateTime(topic.topic_posted_at) - const postSummary = postStatistics(posts, topicCreatedAt) + const postSummary = postStatistics(posts, topicPostedAt) return postSummary - } // Function to write the summary to CSV const writeSummaryToCSV = (courseId, data) => { - console.log(`Writing summary of discussion data for course: ${courseId}`) const csvPath = path.join(__dirname, `output/${courseId}-discussion-summary.csv`) const headers = [ 'topic_id', 'topic_title', - //'topic_message', 'topic_author_id', 'topic_author_name', - 'topic_created_at', 'topic_posted_at', - 'number_of_posts', - 'median_posts_word_count', - 'average_time_to_post_hours', - 'first_reply_timestamp', - 'average_time_to_post_from_first_reply_hours', - 'average_posts_per_author' + 'number_of_responses', + 'average_responses_per_author', + 'median_responses_word_count', + 'average_days_to_respond_from_posted_at', + 'first_response_timestamp', + 'average_days_to_respond_from_first_response' ] // Write the headers to the CSV file @@ -42,17 +38,16 @@ const writeSummaryToCSV = (courseId, data) => { const topicDetails = { topic_id: discussion.topicId, topic_title: stripHTML(escapeComment(discussion.topicTitle)), - //topic_message: stripHTML(escapeComment(discussion.topicMessage)), topic_author_id: discussion.topicAuthorId, topic_author_name: escapeComment(discussion.topicAuthorName), - topic_created_at: toPacificTimeString(discussion.topicCreatedAt), - topic_posted_at: toPacificTimeString(discussion.topicPostedAt), - number_of_posts: summary.numberOfPosts, - median_posts_word_count: summary.medianWordCount, - average_time_to_post_hours: summary.averageTimeDiff, - first_reply_timestamp: toPacificTimeString(summary.firstReplyTimestamp), - average_time_to_post_from_first_reply_hours: summary.averageTimeToPostFromFirst, - average_posts_per_author: summary.averagePostsPerAuthor + topic_posted_at: convertToPacificTime(toDateTime(discussion.topicPostedAt)), + number_of_responses: formatNumberOutput(summary.numberOfPosts), + average_responses_per_author: formatNumberOutput(summary.averagePostsPerAuthor), + median_word_count: formatNumberOutput(summary.medianWordCount), + average_time_to_post_from_reference_days: formatNumberOutput(summary.averageTimeDiffFromReference), + first_response_timestamp: convertToPacificTime(summary.firstReplyTimestamp), + average_time_to_post_from_first_days: formatNumberOutput(summary.averageTimeDiffFromFirst) + } appendRow(csvPath, Object.values(topicDetails)) }) diff --git a/writeToCSV.js b/writeToCSV.js index e5c27d9..d7a9a4b 100644 --- a/writeToCSV.js +++ b/writeToCSV.js @@ -1,14 +1,13 @@ const path = require('path') -const { escapeComment, stripHTML, writeHeader, appendRow, toPacificTimeString} = require('./util') // Adjust the path as necessary +const { escapeComment, stripHTML, writeHeader, appendRow, convertToPacificTime, toDateTime } = require('./util') // Adjust the path as necessary const writeToCSV = (courseId, data) => { - - console.log(`Writing discussion data for course: ${courseId}`); + console.log(`Writing discussion data for course: ${courseId}`) const csvPath = path.join(__dirname, `output/${courseId}-discussion.csv`) - const headers =[ + const headers = [ 'topic_id', 'topic_title', 'topic_message', @@ -16,13 +15,13 @@ const writeToCSV = (courseId, data) => { 'topic_author_name', 'topic_created_at', 'topic_posted_at', - 'post_author_id', - 'post_author_name', - 'post_id', - 'post_parent_id', - 'post_message', - 'post_likes', - 'post_timestamp' + 'response_author_id', + 'response_author_name', + 'response_id', + 'response_parent_id', + 'response_message', + 'response_likes', + 'response_timestamp' ] // Write the headers to the CSV file @@ -35,22 +34,22 @@ const writeToCSV = (courseId, data) => { topic_message: stripHTML(escapeComment(discussion.topicMessage)), topic_author_id: discussion.topicAuthorId, topic_author_name: escapeComment(discussion.topicAuthorName), - topic_created_at: toPacificTimeString(discussion.topicCreatedAt), - topic_posted_at: toPacificTimeString(discussion.topicPostedAt) - }; + topic_created_at: convertToPacificTime(toDateTime(discussion.topicCreatedAt)), + topic_posted_at: convertToPacificTime(toDateTime(discussion.topicPostedAt)) + } if (Array.isArray(discussion.replies) && discussion.replies.length > 0) { discussion.replies.flat().forEach(post => { const postDetails = { ...topicDetails, - post_author_id: post.postAuthorId, - post_author_name: escapeComment(post.postAuthorName), - post_id: post.postId, - post_parent_id: post.postParentId, - post_message: stripHTML(escapeComment(post.postMessage)), - post_likes: post.postLikes, - post_timestamp: toPacificTimeString(post.postTimestamp) - }; + response_author_id: post.postAuthorId, + response_author_name: escapeComment(post.postAuthorName), + response_id: post.postId, + response_parent_id: post.postParentId, + response_message: stripHTML(escapeComment(post.postMessage)), + response_likes: post.postLikes, + response_timestamp: convertToPacificTime(toDateTime(post.postTimestamp)) + } appendRow(csvPath, Object.values(postDetails)) }) } else { @@ -59,4 +58,4 @@ const writeToCSV = (courseId, data) => { }) } -module.exports = writeToCSV; +module.exports = writeToCSV