diff --git a/.eslintrc b/.eslintrc index 7b84619..f65d965 100644 --- a/.eslintrc +++ b/.eslintrc @@ -2,5 +2,6 @@ "extends": [ "oclif", "oclif-typescript" - ] + ], + "indent": ["SwitchCase", 2] } diff --git a/bin/dev b/bin/dev deleted file mode 100755 index bbc3f51..0000000 --- a/bin/dev +++ /dev/null @@ -1,17 +0,0 @@ -#!/usr/bin/env node - -const oclif = require('@oclif/core') - -const path = require('path') -const project = path.join(__dirname, '..', 'tsconfig.json') - -// In dev mode -> use ts-node and dev plugins -process.env.NODE_ENV = 'development' - -require('ts-node').register({project}) - -// In dev mode, always show stack traces -oclif.settings.debug = true; - -// Start the CLI -oclif.run().then(oclif.flush).catch(oclif.Errors.handle) diff --git a/bin/dev.js b/bin/dev.js new file mode 100755 index 0000000..9d7ce3c --- /dev/null +++ b/bin/dev.js @@ -0,0 +1,5 @@ +#!/usr/bin/env -S node --loader ts-node/esm --no-warnings=ExperimentalWarning + +import {execute} from '@oclif/core' + +await execute({development: true, dir: import.meta.url}) diff --git a/bin/run b/bin/run deleted file mode 100755 index a7635de..0000000 --- a/bin/run +++ /dev/null @@ -1,5 +0,0 @@ -#!/usr/bin/env node - -const oclif = require('@oclif/core') - -oclif.run().then(require('@oclif/core/flush')).catch(require('@oclif/core/handle')) diff --git a/bin/run.js b/bin/run.js new file mode 100755 index 0000000..dd50271 --- /dev/null +++ b/bin/run.js @@ -0,0 +1,5 @@ +#!/usr/bin/env node + +import {execute} from '@oclif/core' + +await execute({dir: import.meta.url}) diff --git a/package-lock.json b/package-lock.json index 681b612..483b0af 100644 --- a/package-lock.json +++ b/package-lock.json @@ -13,13 +13,21 @@ "@oclif/plugin-help": "^5", "@oclif/plugin-plugins": "^5.0.18", "@oclif/plugin-warn-if-update-available": "^3.0.2", - "octokit": "^3.1.1", + "@octokit/plugin-paginate-rest": "^13.1.1", + "@octokit/plugin-request-log": "^6.0.0", + "@octokit/request-error": "^7.0.0", + "@octokit/rest": "^22.0.0", + "csv-parse": "^5.6.0", + "duckdb-async": "^1.1.1", + "node-fetch": "^3.3.2", + "node-stream-zip": "^1.15.0", + "p-limit": "^6.1.0", "read": "^3.0.1", "simple-git": "^3.20.0", "sizeup-core": "^0.5.7" }, "bin": { - "sizeup": "bin/run" + "sizeup": "bin/run.js" }, "devDependencies": { "@oclif/test": "^2.5.3", @@ -1191,6 +1199,12 @@ "node": "^12.22.0 || ^14.17.0 || >=16.0.0" } }, + "node_modules/@gar/promisify": { + "version": "1.1.3", + "resolved": "https://registry.npmjs.org/@gar/promisify/-/promisify-1.1.3.tgz", + "integrity": "sha512-k2Ty1JcVojjJFwrg/ThKi2ujJ7XNLYaFGNB/bWT9wGR+oSMJHMa5w+CUq6p/pVrKeNNgA7pCqEcjSnHVoqJQFw==", + "license": "MIT" + }, "node_modules/@humanwhocodes/config-array": { "version": "0.11.13", "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.11.13.tgz", @@ -1369,6 +1383,46 @@ "resolved": "https://registry.npmjs.org/@kwsites/promise-deferred/-/promise-deferred-1.1.1.tgz", "integrity": 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"dependencies": { + "whatwg-url": "^5.0.0" + }, + "engines": { + "node": "4.x || >=6.0.0" + }, + "peerDependencies": { + "encoding": "^0.1.0" + }, + "peerDependenciesMeta": { + "encoding": { + "optional": true + } + } + }, "node_modules/@nodelib/fs.scandir": { "version": "2.1.5", "resolved": "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz", @@ -1401,6 +1455,33 @@ "node": ">= 8" } }, + "node_modules/@npmcli/fs": { + "version": "2.1.2", + "resolved": "https://registry.npmjs.org/@npmcli/fs/-/fs-2.1.2.tgz", + "integrity": "sha512-yOJKRvohFOaLqipNtwYB9WugyZKhC/DZC4VYPmpaCzDBrA8YpK3qHZ8/HGscMnE4GqbkLNuVcCnxkeQEdGt6LQ==", + "license": "ISC", + "dependencies": { + "@gar/promisify": "^1.1.3", + "semver": "^7.3.5" + }, + "engines": { + "node": "^12.13.0 || ^14.15.0 || >=16.0.0" + } + }, + "node_modules/@npmcli/move-file": { + "version": "2.0.1", + "resolved": "https://registry.npmjs.org/@npmcli/move-file/-/move-file-2.0.1.tgz", + "integrity": 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"node_modules/yallist": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz", + "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==", + "license": "ISC" + }, "node_modules/yaml": { "version": "2.3.4", "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.3.4.tgz", @@ -24398,12 +24933,12 @@ } }, "node_modules/yocto-queue": { - "version": "0.1.0", - "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", - "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", - "dev": true, + "version": "1.1.1", + "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-1.1.1.tgz", + "integrity": "sha512-b4JR1PFR10y1mKjhHY9LaGo6tmrgjit7hxVIeAmyMw3jegXR4dhYqLaQF5zMXZxY7tLpMyJeLjr1C4rLmkVe8g==", + "license": "MIT", "engines": { - "node": ">=10" + "node": ">=12.20" }, "funding": { "url": "https://github.com/sponsors/sindresorhus" diff --git a/package.json b/package.json index f2f47b8..167f7f3 100644 --- a/package.json +++ b/package.json @@ -4,7 +4,7 @@ "description": "CLI wrapper for the sizeup library", "author": "Ọlálérè Williams", "bin": { - "sizeup": "./bin/run" + "sizeup": "./bin/run.js" }, "homepage": "https://github.com/lerebear/sizeup-cli", "license": "MIT", @@ -21,7 +21,15 @@ "@oclif/plugin-help": "^5", "@oclif/plugin-plugins": "^5.0.18", "@oclif/plugin-warn-if-update-available": "^3.0.2", - "octokit": "^3.1.1", + "@octokit/plugin-paginate-rest": "^13.1.1", + "@octokit/plugin-request-log": "^6.0.0", + "@octokit/request-error": "^7.0.0", + "@octokit/rest": "^22.0.0", + "csv-parse": "^5.6.0", + "duckdb-async": "^1.1.1", + "node-fetch": "^3.3.2", + "node-stream-zip": "^1.15.0", + "p-limit": "^6.1.0", "read": "^3.0.1", "simple-git": "^3.20.0", "sizeup-core": "^0.5.7" @@ -47,8 +55,13 @@ "dirname": "sizeup", "default": ".", "commands": { - "strategy": "single", - "target": "./dist/index.js" + "strategy": "pattern", + "target": "./dist/commands" + }, + "topics": { + "stats": { + "description": "Analyze stats generated by sizeup-action" + } }, "plugins": [ "@oclif/plugin-help", @@ -75,5 +88,6 @@ "keywords": [ "oclif" ], + "type": "module", "types": "dist/index.d.ts" } diff --git a/src/index.ts b/src/commands/evaluate.ts similarity index 90% rename from src/index.ts rename to src/commands/evaluate.ts index 0936df7..fe16e1d 100644 --- a/src/index.ts +++ b/src/commands/evaluate.ts @@ -1,12 +1,14 @@ /* eslint-disable perfectionist/sort-classes */ import {Args, Command, Flags, ux} from '@oclif/core' import * as fs from 'node:fs' -import {Octokit} from 'octokit' +import {Octokit} from '@octokit/rest' import {read} from 'read' import {simpleGit} from 'simple-git' -import {Score, SizeUp as SizeUpCore} from 'sizeup-core' +import {Score, SizeUp} from 'sizeup-core' + +export default class Evaluate extends Command { + static aliases = ['eval'] -export default class SizeUp extends Command { static args = { diff: Args.string({ default: '', @@ -46,6 +48,7 @@ export default class SizeUp extends Command { 'token-path': Flags.string({ char: 't', description: 'Path to a file containing a GitHub API token.\n' + + 'When evaluated a pull request from a private repository, this token must have the full `repo` scope and may also need to be SSO-enabled for the appropriate organization.\n' + 'If this flag is omitted and the `diff` argument is a URL, then this tool will prompt for a token instead.', required: false, }), @@ -59,7 +62,7 @@ export default class SizeUp extends Command { static strict = false async run(): Promise { - const {args, flags} = await this.parse(SizeUp) + const {args, flags} = await this.parse(Evaluate) let score: Score | undefined if (args.diff?.startsWith('https://')) { @@ -103,12 +106,12 @@ export default class SizeUp extends Command { const cloneDirectory = `/tmp/${repo}` // Clear the contents of the clone directory, - // otherwise SizeUpCore.evaluate will refuse to overwrite them. + // otherwise SizeUp.evaluate will refuse to overwrite them. fs.rmSync(cloneDirectory, {force: true, recursive: true}) fs.mkdirSync(cloneDirectory, {recursive: true}) return { - result: SizeUpCore.evaluate( + result: SizeUp.evaluate( { baseRef: pull.data.base.ref, cloneDirectory, @@ -145,7 +148,7 @@ export default class SizeUp extends Command { return this.reportProgress( `Evaluating the diff with the ${this.configChoice(flags)}`, - async () => ({result: await SizeUpCore.evaluate(diff, flags['config-path'])}), + async () => ({result: await SizeUp.evaluate(diff, flags['config-path'])}), ) } @@ -165,7 +168,7 @@ export default class SizeUp extends Command { return this.reportProgress( `Evaluating the diff with the ${this.configChoice(flags)}`, - async () => ({result: await SizeUpCore.evaluate(diff, flags['config-path'])}), + async () => ({result: await SizeUp.evaluate(diff, flags['config-path'])}), ) } diff --git a/src/commands/stats/archive.ts b/src/commands/stats/archive.ts new file mode 100644 index 0000000..0ba6945 --- /dev/null +++ b/src/commands/stats/archive.ts @@ -0,0 +1,322 @@ +import {Args, Command, Flags, ux} from '@oclif/core' +import {Database} from 'duckdb-async' +import * as fs from 'node:fs' +import * as path from 'node:path' +import StreamZip from 'node-stream-zip' +import {Octokit} from '@octokit/rest' +import {read} from 'read' +import { ARTIFACT_API_CONCURRENCY_LIMIT, GRAPHQL_API_CONCURRENCY_LIMIT, TMP_DIR } from '../../util/constants.js' +import { ArchiveCommandArgs, ArchiveCommandFlags, Artifact, Format } from '../../util/types.js' +import pLimit from 'p-limit' +import { PullRequest } from '../../util/pull-request.js' +import { formatDate, getDateRange } from '../../util/dates.js' +import { parse } from 'csv-parse'; +import { finished } from 'stream/promises'; +import { initializeDatabase, quoteString } from '../../util/database.js' +import { requestLog } from "@octokit/plugin-request-log"; +import { paginateRest } from '@octokit/plugin-paginate-rest' +import { RequestError } from '@octokit/request-error' + + +export default class Archive extends Command { + static args = { + repository: Args.string({ + description: 'The repository from which we should download data e.g. lerebear/sous', + required: true, + }), + } + + static description = 'Download data generated by `sizeup-action` and archive it in a DuckDB database' + + static examples = [ + { + command: '<%= config.bin %> stats:archive lerebear/sous', + description: "Archive the last month's worth of data generated by `sizeup-action` in https://github.com/lerebear/sous", + }, + { + command: '<%= config.bin %> stats:archive lerebear/sous -l 1w -d /tmp/data.duckdb', + description: "Archive the last week's worth of data generated by `sizeup-action` in https://github.com/lerebear/sous, and save it to the DuckDB database at /tmp/data.duckdb", + }, + ] + + static flags = { + // eslint-disable-next-line perfectionist/sort-objects + 'database-path': Flags.string({ + char: 'd', + default: path.resolve(TMP_DIR, './data.duckdb'), + description: 'Path to which we should persist a DuckDB database containing the downloaded data e.g. "/tmp/data.duckdb"', + required: false, + }), + lookback: Flags.string({ + char: 'l', + description: ( + 'The lookback period over which to aggregate data e.g. "4d", "10w", "3mo". This is an alternative to setting an explicit start and end date.' + ), + required: false, + }), + 'start-date': Flags.string({ + char: 's', + description: ( + 'The start date (inclusive) from which to begin downloading data in YYYY-MM-DD format e.g. "2023-01-01"' + ), + required: false, + }), + // eslint-disable-next-line perfectionist/sort-objects + 'end-date': Flags.string({ + char: 'e', + description: ( + 'The end date (exclusive) at which to stop downloading data in YYYY-MM-DD format e.g. "2023-01-08". This must be greater than or equal to the start date.' + ), + required: false, + }), + format: Flags.custom({ + char: 'f', + default: 'csv', + description: 'The format in which the `sizeup-action` artifacts were generated', + required: false, + })(), + clean: Flags.boolean({ + char: 'c', + default: false, + description: 'Clear the cache of previously downloaded artifacts before downloading new ones', + required: false, + }), + 'token-path': Flags.string({ + char: 't', + description: 'Path to a file containing a GitHub API token.\n' + + 'When archiving data from a private repository, this token must have the `repo` and `read:org` scopes enabled, and may also need to be SSO-enabled for the appropriate organization.\n' + + 'If this flag is omitted then the tool will prompt for a token instead.', + required: false, + }), + } + + static strict = false + + async run(): Promise { + const {args, flags} = await this.parse(Archive) + const token = await this.loadToken(flags['token-path']) + const database = await initializeDatabase(flags['database-path'], !fs.existsSync(flags['database-path'])) + + await this.archiveSizeupData(args, flags, token, database) + await this.archivePullRequestData(args, flags, token, database) + + database.close() + } + + private async archiveSizeupData(args: ArchiveCommandArgs, flags: ArchiveCommandFlags, token: string, database: Database): Promise { + const artifacts = await this.downloadSizeupActionArtifacts(args, flags, token) + const aggregateFilePath = await this.aggregateSizeupData(args, flags, artifacts) + await this.populateSizeupTable(args, flags, artifacts.length, aggregateFilePath, database) + } + + // TODO: Add a proper progress bar for downloading these artifacts + // TODO: Use the throttling plugin for octokit to respect rate limits + private async downloadSizeupActionArtifacts(args: ArchiveCommandArgs, flags: ArchiveCommandFlags, token: string): Promise { + const {startDate, endDate} = getDateRange(flags) + ux.action.start(this.beginArtifactDownloadMessage(args.repository, startDate, endDate)) + + if (flags.clean) { + fs.rmSync(TMP_DIR, {force: true, recursive: true}) + } + + if (!fs.existsSync(TMP_DIR)) { + fs.mkdirSync(TMP_DIR) + } + + const ConfiguredOctokit = Octokit.plugin(requestLog).plugin(paginateRest) + const octokit = new ConfiguredOctokit({auth: token}) + const [owner, repo] = args.repository.split('/') + const response = await octokit.paginate(octokit.rest.actions.listArtifactsForRepo, { + name: 'sizeup-score', + owner, + // eslint-disable-next-line camelcase + per_page: 100, + repo, + }, (response, done) => { + if (response.data.some(a => new Date(a.created_at!) < startDate)) { + done() + } + + return response.data + }) + const artifacts = response.filter(artifact => { + const createdAt = new Date(artifact.created_at!) + return createdAt >= startDate && (!endDate || createdAt < endDate) && !artifact.expired + }) + + const withConcurrencyLimit = pLimit(ARTIFACT_API_CONCURRENCY_LIMIT) + const filenames = await Promise.all( + artifacts.map(artifact => withConcurrencyLimit(() => this.downloadArtifact(args.repository, artifact, octokit))) + ) + + ux.action.stop() + + return filenames.filter((f): f is string => typeof f === "string") + } + + private async downloadArtifact(repository: string, artifact: Artifact, octokit: Octokit): Promise { + const timestamp = (new Date(artifact.created_at!)).getTime() + const filename = path.resolve(TMP_DIR, `./${timestamp}-${artifact.id}.zip`) + if (fs.existsSync(filename)) return filename + + const [owner, repo] = repository.split('/') + try { + const response = await octokit.rest.actions.downloadArtifact({ + // eslint-disable-next-line camelcase + archive_format: 'zip', + // eslint-disable-next-line camelcase + artifact_id: artifact.id, + owner, + repo, + }) + fs.writeFileSync(filename, Buffer.from(response.data as ArrayBuffer)) + } catch (error) { + if ((error as RequestError).status === 404) { + return null + } + throw error + } + + return filename + } + + private async aggregateSizeupData(args: ArchiveCommandArgs, flags: ArchiveCommandFlags, artifacts: string[]): Promise { + ux.action.start(`Combining ${artifacts.length} ${flags.format} ${artifacts.length === 1 ? 'artifact' : 'artifacts'} into a single file`) + + const aggregateFilePath = path.resolve(TMP_DIR, `./aggregate.${flags.format}`) + const aggregateFile = fs.createWriteStream(aggregateFilePath) + let wroteCsvHeader = false + + await Promise.all(artifacts.map(async artifact => { + const zip = new StreamZip.async({file: artifact}) + const buffer = await zip.entryData(`sizeup-score/sizeup-score.${flags.format}`) + const lines = buffer.toString().trim().split('\n') + + if (flags.format === 'csv' && !wroteCsvHeader) { + aggregateFile.write(lines[0] + '\n') + wroteCsvHeader = true + } + + switch (flags.format) { + case 'json': { + // The JSON file contains a JSON object on a single line, so write out that one line + aggregateFile.write(lines[0] + '\n') + break + } + + case 'csv': { + // Drop CSV header (the first line) and write just the data (the second line) + aggregateFile.write(lines[1] + '\n') + break + } + } + + await zip.close() + })) + + aggregateFile.end() + + return aggregateFilePath + } + + private async populateSizeupTable(args: ArchiveCommandArgs, flags: ArchiveCommandFlags, numArtifacts: number, aggregateFilePath: string, database: Database): Promise { + ux.action.start(`Loading contents of ${numArtifacts} ${flags.format} ${numArtifacts === 1 ? 'artifact' : 'artifacts'} into the database at ${flags['database-path']}`) + + const keys: Set = new Set() + const rows: string[] = [] + const parser = fs.createReadStream(aggregateFilePath).pipe(parse({columns: true})) + + parser.on('readable', () => { + let record = parser.read() + + while (record !== null) { + const [key, row] = this.csvRecordToDatabaseValue(record, args.repository) + if (!keys.has(key)) { + keys.add(key) + rows.push(row) + } + record = parser.read() + } + }) + + await finished(parser); + + if (rows.length > 0) { + await database.run(` + INSERT OR REPLACE INTO + sizeup_action_evaluations + VALUES + ${rows.join(',\n')} + `) + } + + ux.action.stop() + } + + private async archivePullRequestData(args: ArchiveCommandArgs, flags: ArchiveCommandFlags, token: string, database: Database): Promise { + ux.action.start(`Storing accompanying pull request data into the database at ${flags['database-path']}`) + + const evaluations = await database.all(` + SELECT + DISTINCT pull_request_number + FROM + sizeup_action_evaluations + LEFT JOIN + pull_requests + ON + sizeup_action_evaluations.pull_request_number = pull_requests.number + AND + sizeup_action_evaluations.repository = pull_requests.repository + WHERE + pull_requests.number IS NULL + `) + + const withConcurrencyLimit = pLimit(GRAPHQL_API_CONCURRENCY_LIMIT) + const pullRequests = await Promise.all( + evaluations.map((row) => withConcurrencyLimit(() => PullRequest.fetch(args.repository, row.pull_request_number, token))) + ) + + if (pullRequests.length > 0) { + await database.run(` + INSERT OR REPLACE INTO + pull_requests + VALUES + ${pullRequests.map(p => p.databaseValue()).join(',\n')} + `) + } + + ux.action.stop() + } + + private async loadToken(tokenPath: string | undefined): Promise { + return tokenPath + ? fs.readFileSync(tokenPath).toString().trim() + : await read({prompt: 'Please enter a GitHub API token: ', replace: '*', silent: true}) + } + + private beginArtifactDownloadMessage(repository: string, startDate: Date, endDate: Date | undefined): string { + const formattedStartDate = formatDate(startDate) + const formattedEndDate = formatDate(endDate) + const dateRangeMessage = startDate.toDateString() === endDate?.toDateString() ? `on ${formattedStartDate}` : `from ${formattedStartDate} ${formattedEndDate ? `up to ${formattedEndDate}` : ''}` + + return `Downloading artifacts generated in ${repository} ${dateRangeMessage}`.trimEnd() + } + + private csvRecordToDatabaseValue(record: Record, repository: string): [string, string] { + const evaluatedAt = (new Date(parseInt(record['timestamp']))).toISOString() + const vals = [ + quoteString(repository), + record['pull.number'], + record['pull.draft'], + record['opted-in'], + record['score'], + quoteString(record['category']), + quoteString(evaluatedAt), + ] + const key = JSON.stringify([repository, record['pull.number'], evaluatedAt]) + const row = `(${vals.join(', ')})` + + return [key, row] + } +} + diff --git a/src/commands/stats/report.ts b/src/commands/stats/report.ts new file mode 100644 index 0000000..ecd786c --- /dev/null +++ b/src/commands/stats/report.ts @@ -0,0 +1,259 @@ +import {Args, Command, Flags} from '@oclif/core' +import * as path from 'node:path' +import { TMP_DIR } from '../../util/constants.js' +import { getDateRange } from '../../util/dates.js' +import { quoteString } from '../../util/database.js' +import { execSync } from 'node:child_process' +import { DatabaseQueryOptions } from '../../util/types.js' + +// BREADCRUMB: +// 1. Remove dep on duckdb binary + +// TODO(lerebear): Make an actual export +// COPY (SELECT last_value(score) OVER (PARTITION BY pull_request_number ORDER BY evaluated_at), last_value(category) OVER (PARTITION BY pull_request_number ORDER BY evaluated_at), number, merged_at, num_commits, num_issue_comments, num_reviews, num_review_comments, num_unacknowledged_review_requests FROM sizeup_action_evaluations INNER JOIN pull_requests ON sizeup_action_evaluations.pull_request_number = pull_requests.number WHERE sizeup_action_evaluations.score > 0 AND pull_requests.ready_for_review_at IS NOT NULL AND pull_requests.merged_at IS NOT NULL) TO '~/DATA/sizeup-2025-01-01-to-2025-03-04-condensed.csv' (HEADER, DELIMITER ','); + +export default class Report extends Command { + static args = { + repository: Args.string({ + description: 'The repository whose data we should report on e.g. lerebear/sous', + required: true, + }) + } + + static description = 'Report on the `sizeup-action` data stored in the given DuckDB database' + + static examples = [ + { + command: '<%= config.bin %> stats:report', + description: "Report on the last month's worth of `sizeup-action` data stored in the DuckDB database at /tmp/sizeup/data.duckdb" + }, + { + command: '<%= config.bin %> stats:report -s 2024-10-01 -e 2024-10-08 -d ./sizeup.duckdb', + description: "Report on the `sizeup-action` data from October 1 to October 8, 2024 that is stored in the DuckDB database at ./sizeup.duckdb" + }, + ] + + static flags = { + // eslint-disable-next-line perfectionist/sort-objects + 'database-path': Flags.string({ + char: 'd', + default: path.resolve(TMP_DIR, './data.duckdb'), + description: 'Path to the DuckDB database containing the data to report on e.g. "/tmp/data.duckdb"', + required: false, + }), + lookback: Flags.string({ + char: 'l', + description: ( + 'The lookback period over which to report on data e.g. "4d", "10w", "3mo". This is an alternative to setting an explicit start and end date.' + ), + required: false, + }), + 'start-date': Flags.string({ + char: 's', + description: ( + 'The start date (inclusive) from which to begin reporting in YYYY-MM-DD format e.g. "2023-01-01"' + ), + required: false, + }), + // eslint-disable-next-line perfectionist/sort-objects + 'end-date': Flags.string({ + char: 'e', + description: ( + 'The end date (exclusive) at which to stop reporting in YYYY-MM-DD format e.g. "2023-01-08". This must be greater than or equal to the start date.' + ), + required: false, + }), + 'stat-type': Flags.string({ + char: 't', + description: 'The type of statistics to report on', + options: ["review-engagement", "delivery", "effectiveness", "all"], + default: "all", + required: false, + }), + } + + static strict = false + + async run(): Promise { + const {args, flags} = await this.parse(Report) + const {startDate, endDate} = getDateRange(flags) + + if (execSync('which uplot').toString().trim() === '') { + this.error('This command requires the uplot executable. Please follow the instructions at https://github.com/red-data-tools/YouPlot#installation to install it.') + } + + switch (flags['stat-type']) { + case "review-engagement": + this.reportReviewEngagement(args.repository, flags['database-path'], startDate, endDate) + break + case "delivery": + this.reportDelivery(args.repository, flags['database-path'], startDate, endDate) + break + case "effectiveness": + this.reportEffectiveness(args.repository, flags['database-path'], startDate, endDate) + break + case "all": + this.reportReviewEngagement(args.repository, flags['database-path'], startDate, endDate) + this.reportDelivery(args.repository, flags['database-path'], startDate, endDate) + this.reportEffectiveness(args.repository, flags['database-path'], startDate, endDate) + break + } + } + + /** + * Provides data to answer the question: "Is there a relationship between diff size and review engagement?" + * + * The specific data reported consists of three scatter plots: + * 1. Number of comments on pull requests vs. diff size (as measured by the sizeup score) + * 2. Number of reviews on pull requests vs. diff size + * 3. Number of unacknowledged review requests on pull requests vs. diff size + * + * + * @param databasePath Path to the DuckDB database containing the `sizeup-action` data + * @param startDate Inclusive date of the first data point to include in the report + * @param endDate Exclusive date of the first data point to exclude in the report + */ + private reportReviewEngagement(repository: string, databasePath: string, startDate: Date, endDate?: Date): void { + this.scatterPlot( + ["(num_issue_comments + num_review_comments) AS 'number of comments'"], + 'comments vs. diff size', + repository, + databasePath, + startDate, + endDate + ) + + this.scatterPlot( + ["num_reviews AS 'number of reviews'"], + 'reviews vs. diff size', + repository, + databasePath, + startDate, + endDate + ) + + this.scatterPlot( + ["num_unacknowledged_review_requests AS 'number of unacknowledged review requests'"], + 'unacknowledged reviews vs. diff size', + repository, + databasePath, + startDate, + endDate + ) + } + + // - [ ] Is there a relationship between diff size and delivery? + // - [ ] Diff size v. Time to approval scatter + // - [ ] Diff size v. Time to merge scatter + private reportDelivery(repository: string, databasePath: string, startDate: Date, endDate?: Date): void { + this.scatterPlot( + ["(approved_at - ready_for_review_at) AS 'time to approval (days)'"], + 'time to approval vs. diff size', + repository, + databasePath, + startDate, + endDate + ) + + this.scatterPlot( + ["(merged_at - ready_for_review_at) AS 'time to merge (days)'"], + 'time to merge vs. diff size', + repository, + databasePath, + startDate, + endDate + ) + } + + // - [ ] Does our tool affect diff size? + // - [ ] Diff size histogram + // - [ ] Diff size by adoption box plot + private reportEffectiveness(repository: string, databasePath: string, startDate: Date, endDate?: Date): void { + const histogramQuery = this.databaseQuery({repository, startDate, endDate}) + this.plot( + `duckdb ${databasePath} -readonly -s "COPY (${histogramQuery}) TO '/dev/stdout' WITH (FORMAT 'csv', HEADER)" \ + | uplot histogram -t "diff size distribution" --output - --nbins 7 --color-output --headers + ` + ) + + const participatingQuery = this.databaseQuery({ + repository, + startDate, + endDate, + filters: ["pull_request_author_has_opted_in = true"], + primaryDimensionAlias: "__participating__" + }) + this.plot( + `duckdb ${databasePath} -readonly -s "COPY (${participatingQuery}) TO '/dev/stdout' WITH (FORMAT 'csv', HEADER)" \ + | uplot boxplot -t "diff size for sizeup-action participants" --output - --color-output --headers + ` + ) + + const nonParticipatingQuery = this.databaseQuery({ + repository, + startDate, + endDate, + filters: ["pull_request_author_has_opted_in = false"], + primaryDimensionAlias: "not participating" + }) + this.plot( + `duckdb ${databasePath} -readonly -s "COPY (${nonParticipatingQuery}) TO '/dev/stdout' WITH (FORMAT 'csv', HEADER)" \ + | uplot boxplot -t "diff size for sizeup-action non-participants" --output - --color-output --headers + ` + ) + } + + private scatterPlot(dimensions: string[], title: string, repository: string, databasePath: string, startDate: Date, endDate?: Date): void { + const query = this.databaseQuery({ + repository, + startDate, + endDate, + additionalDimensions: dimensions + }) + this.plot( + `duckdb ${databasePath} -readonly -s "COPY (${query}) TO '/dev/stdout' WITH (FORMAT 'csv', HEADER)" \ + | uplot scatter --title "${title}" --delimiter "," --color-output --headers + ` + ) + } + + private databaseQuery(options: DatabaseQueryOptions): string { + return this.condense(` + SELECT + last_value(score) OVER (PARTITION BY pull_request_number ORDER BY evaluated_at) AS '${options.primaryDimensionAlias ?? 'sizeup score'}' + ${options.additionalDimensions ? ', ' + options.additionalDimensions.join(',\n') : ''}, + FROM + sizeup_action_evaluations + INNER JOIN + pull_requests + ON + sizeup_action_evaluations.pull_request_number = pull_requests.number + AND + sizeup_action_evaluations.repository = pull_requests.repository + WHERE + sizeup_action_evaluations.repository = '${options.repository}' AND + sizeup_action_evaluations.score > 0 AND + pull_requests.ready_for_review_at IS NOT NULL AND + pull_requests.merged_at IS NOT NULL AND + ${this.evaluatedAtFilter(options.startDate, options.endDate)} + ${options.filters ? 'AND ' + options.filters.join(' AND\n') : ''} + `) + } + + private evaluatedAtFilter(startDate: Date, endDate?: Date): string { + return ` + evaluated_at >= ${quoteString(startDate.toISOString())} + ${endDate ? `AND evaluated_at < ${quoteString(endDate.toISOString())}` : ''} + `.trimStart() + } + + private condense(query: string): string { + return query.trim().replace(/\s+/g, ' ') + } + + private plot(command: string): void { + const stdout = execSync(command) + console.log(stdout.toString()) + } +} + diff --git a/src/util/constants.ts b/src/util/constants.ts new file mode 100644 index 0000000..0eb08f1 --- /dev/null +++ b/src/util/constants.ts @@ -0,0 +1,73 @@ +export const TMP_DIR = '/tmp/sizeup' +export const ARTIFACT_API_CONCURRENCY_LIMIT = 20 +export const GRAPHQL_API_CONCURRENCY_LIMIT = 20 +export const GITHUB_GRAPHQL_API_URL = "https://api.github.com/graphql" + +export const PULL_REQUEST_QUERY = ` + query($owner: String!, $name: String!, $number: Int!) { + repository(owner:$owner, name:$name) { + nameWithOwner + pullRequest(number: $number) { + author { + login + } + number + createdAt + closed + closedAt + merged + mergedAt + commits { + totalCount + } + comments { + totalCount + } + reviews(first: 100) { + totalCount + pageInfo { + hasNextPage + endCursor + } + nodes { + state + submittedAt + author { + login + } + comments { + totalCount + } + } + } + reviewRequests(first: 100) { + totalCount + pageInfo { + hasNextPage + endCursor + } + nodes { + requestedReviewer { + ... on User { + __typename + login + } + ... on Team { + __typename + name + } + } + } + } + timelineItems(first: 100, itemTypes: [READY_FOR_REVIEW_EVENT, PULL_REQUEST_REVIEW]) { + nodes { + ...on ReadyForReviewEvent { + __typename + createdAt + } + } + } + } + } + } +` diff --git a/src/util/database.ts b/src/util/database.ts new file mode 100644 index 0000000..8103d1f --- /dev/null +++ b/src/util/database.ts @@ -0,0 +1,48 @@ +import {Database} from 'duckdb-async' + +export async function initializeDatabase(databasePath: string, applySchema: boolean = false): Promise { + const database = await Database.create(databasePath) + + if (applySchema) { + await _applySchema(database) + } + + return database +} + +export function quoteString(str?: string): string { + return str ? `'${str}'` : 'NULL' +} + +async function _applySchema(db: Database): Promise { + await db.run(` + CREATE TABLE IF NOT EXISTS sizeup_action_evaluations ( + repository STRING NOT NULL, + pull_request_number INTEGER NOT NULL, + pull_request_is_in_draft BOOLEAN NOT NULL, + pull_request_author_has_opted_in BOOLEAN NOT NULL, + score FLOAT NOT NULL, + category STRING, + evaluated_at DATETIME NOT NULL, + UNIQUE (repository, pull_request_number, evaluated_at) + ) + `) + + await db.run(` + CREATE TABLE IF NOT EXISTS pull_requests ( + repository STRING NOT NULL, + number INTEGER NOT NULL, + created_at DATETIME NOT NULL, + ready_for_review_at DATETIME, + closed_at DATETIME, + merged_at DATETIME, + approved_at DATETIME, + num_commits INTEGER NOT NULL DEFAULT 0, + num_issue_comments INTEGER NOT NULL DEFAULT 0, + num_reviews INTEGER NOT NULL DEFAULT 0, + num_review_comments INTEGER NOT NULL DEFAULT 0, + num_unacknowledged_review_requests INTEGER NOT NULL DEFAULT 0, + UNIQUE (repository, number) + ) + `) +} diff --git a/src/util/dates.ts b/src/util/dates.ts new file mode 100644 index 0000000..746224f --- /dev/null +++ b/src/util/dates.ts @@ -0,0 +1,90 @@ +import { CommonCommandFlags } from "./types.js" + +export const DATE_FORMAT = { weekday: 'short', year: 'numeric', month: 'short', day: 'numeric' }; + +export function getDateRange(flags: CommonCommandFlags): {endDate: Date | undefined, startDate: Date} { + if (!(flags.lookback || flags['start-date'])) { + throw new Error('You must select either a lookback period or start and end dates') + } + + if (flags.lookback && (flags['start-date'] || flags['end-date'])) { + throw new Error('Use either a lookback period or start and end dates, but not both') + } + + if (flags['end-date'] && !flags['start-date']) { + throw new Error('End date must be accompanied by a start date') + } + + let startDate: Date | undefined + let endDate: Date | undefined + + if (flags.lookback) { + startDate = new Date() + startDate.setDate(startDate.getDate() - getLookbackInDays(flags.lookback)) + + endDate = new Date() + endDate.setDate(endDate.getDate()) + + // Remove the time component from each date + startDate = new Date(startDate.toDateString()) + endDate = new Date(endDate.toDateString()) + + return {endDate, startDate} + } + + startDate = new Date(Date.parse(flags['start-date']!)) + + if (!startDate.valueOf()) { + throw new Error('Start date must be a valid date in YYYY-MM-DD format') + } + + if (flags['end-date']) { + endDate = new Date(Date.parse(flags['end-date'])) + + if (!endDate.valueOf()) { + throw new Error('End date must be a valid date in YYYY-MM-DD format') + } + + if (endDate < startDate) { + throw new Error('End date must come on or after start date') + } + } + + return {endDate, startDate} +} + +export function formatDate(date: Date | undefined): string { + if (!date) return '' + + return date.toISOString().split('T')[0] +} + +function getLookbackInDays(lookback: string): number { + const match = lookback.match(/(?\d+)(?d|w|mo|y)/) + if (!match) throw new Error('Invalid lookback format') + + let lookbackInDays = Number.parseInt(lookback ? match.groups!.duration : '30', 10) + + switch (match.groups!.unit) { + case 'w': { + lookbackInDays *= 7 + break + } + + case 'mo': { + lookbackInDays *= 30 + break + } + + case 'y': { + lookbackInDays *= 365 + break + } + + default: { + break + } + } + + return lookbackInDays +} diff --git a/src/util/pull-request.ts b/src/util/pull-request.ts new file mode 100644 index 0000000..7d0b90d --- /dev/null +++ b/src/util/pull-request.ts @@ -0,0 +1,80 @@ +import fetch from 'node-fetch' +import { GITHUB_GRAPHQL_API_URL, PULL_REQUEST_QUERY } from './constants.js' +import { GraphQLRepository } from './types.js' +import { quoteString } from './database.js' + +export class PullRequest { + repository: string + number: number + private createdAt: string + private readyForReviewAt: string + private closedAt?: string + private mergedAt?: string + private approvedAt?: string + private numCommits = 0 + private numIssueComments = 0 + private numReviews = 0 + private numReviewComments = 0 + private numUnacknowledgedReviewRequests = 0 + + static async fetch(repository: string, number: number, token: string): Promise { + const [owner, repo] = repository.split('/') + const response = await fetch(GITHUB_GRAPHQL_API_URL, { + method: 'POST', + body: JSON.stringify({ + query: PULL_REQUEST_QUERY, + variables: {owner, name: repo, number} + }), + headers: { + 'Content-Type': 'application/json', + authorization: `Bearer ${token}`, + } + }) + + if (!response.ok) throw new Error(`HTTP ${response.status}: ${response.body}`) + + const body = await response.json() as {data: GraphQLRepository} + if (!body?.data?.repository?.pullRequest) { + throw new Error(`Unexpected response from GitHub GraphQL API while fetching ${repository}#${number}: ${JSON.stringify(body)}`) + } + + return new PullRequest(body.data) + } + + constructor(data: GraphQLRepository) { + const firstReview = data.repository.pullRequest.reviews.nodes[0] + const firstApprovingReview = data.repository.pullRequest.reviews.nodes.find((node) => node.state === 'APPROVED') + const readyForReviewEvent = data.repository.pullRequest.timelineItems.nodes.find((node) => node.__typename === 'ReadyForReviewEvent' && firstReview ? node.createdAt > firstReview.submittedAt : true) + + this.repository = data.repository.nameWithOwner + this.number = data.repository.pullRequest.number + this.createdAt = data.repository.pullRequest.createdAt + this.readyForReviewAt = readyForReviewEvent?.createdAt || data.repository.pullRequest.createdAt + this.closedAt = data.repository.pullRequest.closed && !data.repository.pullRequest.merged ? data.repository.pullRequest.closedAt : undefined + this.mergedAt = data.repository.pullRequest.merged ? data.repository.pullRequest.mergedAt : undefined + this.approvedAt = firstApprovingReview?.submittedAt + this.numCommits = data.repository.pullRequest.commits.totalCount + this.numIssueComments = data.repository.pullRequest.comments.totalCount + this.numReviews = data.repository.pullRequest.reviews.totalCount + this.numReviewComments = data.repository.pullRequest.reviews.nodes.reduce((acc, review) => acc + review.comments.totalCount, 0) + this.numUnacknowledgedReviewRequests = data.repository.pullRequest.reviewRequests.totalCount + } + + databaseValue(): string { + const values = [ + quoteString(this.repository), + this.number, + quoteString(this.createdAt), + quoteString(this.readyForReviewAt), + quoteString(this.closedAt), + quoteString(this.mergedAt), + quoteString(this.approvedAt), + this.numCommits, + this.numIssueComments, + this.numReviews, + this.numReviewComments, + this.numUnacknowledgedReviewRequests + ] + return `(${values.join(', ')})` + } +} diff --git a/src/util/types.ts b/src/util/types.ts new file mode 100644 index 0000000..8070a2b --- /dev/null +++ b/src/util/types.ts @@ -0,0 +1,101 @@ +export type Format = 'csv' | 'json' + +export interface ArchiveCommandArgs { + repository: string +} + +export interface ArchiveCommandFlags extends CommonCommandFlags { + format: Format + clean: boolean + "token-path"?: string +} + +export interface ReportCommandFlags extends CommonCommandFlags {} + +export interface CommonCommandFlags { + "database-path": string + lookback?: string + "start-date"?: string + "end-date"?: string +} + +export interface Artifact { + id: number, + created_at: string | null +} + +export interface GraphQLRepository { + repository: { + nameWithOwner: string + pullRequest: GraphQLPullRequest + } +} + +export interface DatabaseQueryOptions { + repository: string, + startDate: Date, + endDate?: Date, + primaryDimensionAlias?: string, + additionalDimensions?: string[], + filters?: string[] +} + +interface GraphQLPullRequest { + author: GraphQLUser + number: number + createdAt: string + closed: boolean + closedAt: string + merged: boolean + mergedAt: string + commits: GraphQLTotalCount + comments: GraphQLTotalCount + reviews: GraphQLReviews + reviewRequests: GraphQLReviewRequests + timelineItems: GraphQLTimelineItems +} + +interface GraphQLReviews extends GraphQLTotalCount, GraphQLPagination { + nodes: { + submittedAt: string + state: string + author: GraphQLUser + comments: GraphQLTotalCount + }[] +} + +interface GraphQLReviewRequests extends GraphQLTotalCount, GraphQLPagination { + nodes: { + requestedReviewer: GraphQLUser | GraphQLTeam + }[] +} + +interface GraphQLTimelineItems extends GraphQLPagination { + nodes: GraphQLReadyForReviewEvent[] +} + +interface GraphQLReadyForReviewEvent { + createdAt: string + __typename: string +} + +interface GraphQLUser { + login: string + __typename?: string +} + +interface GraphQLTeam { + name: string + __typename: string +} + +interface GraphQLTotalCount { + totalCount: number +} + +interface GraphQLPagination { + pageInfo: { + hasNextPage: boolean + endCursor: string + } +} diff --git a/test/index.test.ts b/test/commands/evaluate.test.ts similarity index 58% rename from test/index.test.ts rename to test/commands/evaluate.test.ts index 0fd94af..6c74a69 100644 --- a/test/index.test.ts +++ b/test/commands/evaluate.test.ts @@ -1,13 +1,13 @@ import {expect, test} from '@oclif/test' -import sizeup from '../src' +import evaluate from '../../src/commands/evaluate' -describe('sizeup', () => { +describe('evaluate', () => { test .stderr() .stdout() - .do(() => sizeup.run([])) - .it('runs sizeup command successfully with no flags or arguments', ctx => { + .do(() => evaluate.run([])) + .it('runs evaluate command successfully with no flags or arguments', ctx => { expect(ctx.error).to.be.undefined expect(ctx.stdout).to.match(/^(Your diff scored|The diff of the working tree was empty)/) }) @@ -15,8 +15,8 @@ describe('sizeup', () => { test .stderr() .stdout() - .do(() => sizeup.run(['-v'])) - .it('runs sizeup command successfully with flags but no arguments', ctx => { + .do(() => evaluate.run(['-v'])) + .it('runs evaluate command successfully with flags but no arguments', ctx => { expect(ctx.error).to.be.undefined expect(ctx.stdout).to.match(/^(Your diff scored|The diff of the working tree was empty)/) }) @@ -24,8 +24,8 @@ describe('sizeup', () => { test .stderr() .stdout() - .do(() => sizeup.run(['--', '--staged'])) - .it('runs sizeup command successfully with arguments but no flags', ctx => { + .do(() => evaluate.run(['--', '--staged'])) + .it('runs evaluate command successfully with arguments but no flags', ctx => { expect(ctx.error).to.be.undefined expect(ctx.stdout).to.match(/^(Your diff scored|The diff identified by `git diff --staged` was empty)/) }) @@ -33,8 +33,8 @@ describe('sizeup', () => { test .stderr() .stdout() - .do(() => sizeup.run(['-v', '--', '--staged'])) - .it('runs sizeup command successfully with flags and arguments', ctx => { + .do(() => evaluate.run(['-v', '--', '--staged'])) + .it('runs evaluate command successfully with flags and arguments', ctx => { expect(ctx.error).to.be.undefined expect(ctx.stdout).to.match(/^(Your diff scored|The diff identified by `git diff --staged` was empty)/) }) diff --git a/tsconfig.json b/tsconfig.json index 5165950..425ab99 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -2,11 +2,13 @@ "compilerOptions": { "declaration": true, "importHelpers": true, - "module": "commonjs", + "module": "node16", + "moduleResolution": "node16", "outDir": "dist", "rootDir": "src", "strict": true, - "target": "es2019" + "target": "es2019", + "composite": true }, "ts-node": { "esm": true