From a43ed867713a61bbad413efd002dd46b764adaf5 Mon Sep 17 00:00:00 2001 From: Angelos Chalaris Date: Sat, 23 Jun 2018 12:38:37 +0300 Subject: [PATCH] Added some analysis to snippets New script that generates two JSON files with tokenization data about snippets (does not run on Travis). Data can be used for visualizations and possibly creating a complexity index for the snippets. --- package.json | 1 + scripts/analyze.js | 58 + snippet_data/snippetAnalytics.json | 4642 +++++++++++++++++++++ snippet_data/snippetArchiveAnalytics.json | 292 ++ 4 files changed, 4993 insertions(+) create mode 100644 scripts/analyze.js create mode 100644 snippet_data/snippetAnalytics.json create mode 100644 snippet_data/snippetArchiveAnalytics.json diff --git a/package.json b/package.json index 1e2008d3d..f560007d7 100644 --- a/package.json +++ b/package.json @@ -31,6 +31,7 @@ "extractor": "node ./scripts/extract.js", "packager": "node ./scripts/module.js", "localizer": "node ./scripts/localize.js", + "analyzer": "node ./scripts/analyze.js", "test": "jest --verbose" }, "repository": { diff --git a/scripts/analyze.js b/scripts/analyze.js new file mode 100644 index 000000000..cbe1286ec --- /dev/null +++ b/scripts/analyze.js @@ -0,0 +1,58 @@ +/* + This is the analyzer script that generates the snippetAnalytics.json and snippetArchiveAnalytics.json files. + Run using `npm run analyzer`. +*/ +// Load modules +const fs = require('fs-extra'); +const path = require('path'); +const chalk = require('chalk'); +const prism = require('prismjs'); +const util = require('./util'); +let snippetsData = require('../snippet_data/snippets.json'); +let snippetsArchiveData = require('../snippet_data/snippetsArchive.json'); +// Paths +const OUTPUT_PATH = './snippet_data'; +console.time('Analyzer'); +// Read data +let snippetTokens = {data: snippetsData.data.map(snippet => { + let tokens = prism.tokenize(snippet.attributes.codeBlocks[0], prism.languages.javascript, 'javascript'); + return { + id: snippet.id, + type: 'snippetAnalysis', + attributes: { + codeLength: snippet.attributes.codeBlocks[0].trim().length, + tokenCount: tokens.length, + functionCount: tokens.filter(t => t.type == 'function').length, + operatorCount: tokens.filter(t => t.type == 'operator').length, + keywordCount: tokens.filter(t => t.type == 'keyword').length, + distinctFunctionCount: [...new Set(tokens.filter(t => t.type == 'function').map(t => t.content))].length + }, + meta: { + hash: snippet.meta.hash + } + } +}), meta: { specification: "http://jsonapi.org/format/"}}; +let snippetArchiveTokens = {data: snippetsArchiveData.data.map(snippet => { + let tokens = prism.tokenize(snippet.attributes.codeBlocks[0], prism.languages.javascript, 'javascript'); + return { + id: snippet.id, + type: 'snippetAnalysis', + attributes: { + codeLength: snippet.attributes.codeBlocks[0].trim().length, + tokenCount: tokens.length, + functionCount: tokens.filter(t => t.type == 'function').length, + operatorCount: tokens.filter(t => t.type == 'operator').length, + keywordCount: tokens.filter(t => t.type == 'keyword').length, + distinctFunctionCount: [...new Set(tokens.filter(t => t.type == 'function').map(t => t.content))].length + }, + meta: { + hash: snippet.meta.hash + } + } +}), meta: { specification: "http://jsonapi.org/format/"}}; +// Write data +fs.writeFileSync(path.join(OUTPUT_PATH, 'snippetAnalytics.json'), JSON.stringify(snippetTokens, null, 2)); +fs.writeFileSync(path.join(OUTPUT_PATH, 'snippetArchiveAnalytics.json'), JSON.stringify(snippetArchiveTokens, null, 2)); +// Display messages and time +console.log(`${chalk.green('SUCCESS!')} snippetAnalyticss.json and snippetArchiveAnalytics.json files generated!`); +console.timeEnd('Analyzer'); diff --git a/snippet_data/snippetAnalytics.json b/snippet_data/snippetAnalytics.json new file mode 100644 index 000000000..e600db798 --- /dev/null +++ b/snippet_data/snippetAnalytics.json @@ -0,0 +1,4642 @@ +{ + "data": [ + { + "id": "all", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 49, + "tokenCount": 22, + "functionCount": 1, + "operatorCount": 3, + "keywordCount": 1, + "distinctFunctionCount": 1 + }, + "meta": { + "hash": "8a036b5ffee127e5456d59e36f3c9abb24f1692f6a398b61c20ebacaae8380e4" + } + }, + { + "id": "any", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 48, + "tokenCount": 22, + "functionCount": 1, + "operatorCount": 3, + "keywordCount": 1, + "distinctFunctionCount": 1 + }, + "meta": { + "hash": "15bee4484e96a2d052368ef9dd743819b30d8d883b52575bee65fdc194dc9e93" + } + }, + { + "id": "approximatelyEqual", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 84, + "tokenCount": 30, + "functionCount": 1, + "operatorCount": 5, + "keywordCount": 1, + "distinctFunctionCount": 1 + }, + "meta": { + "hash": "4fa8b87ac30ec67afe40c80101a702986dd1e5cab3cd8b9653f1b7c8cbac7540" + } + }, + { + "id": "arrayToHtmlList", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 175, + "tokenCount": 61, + "functionCount": 3, + "operatorCount": 7, + "keywordCount": 1, + "distinctFunctionCount": 3 + }, + "meta": { + "hash": "71d7b2d9a38cff92cda899e1be04c7995f097781b48ef89e3f766e27d9272fa7" + } + }, + { + "id": "ary", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 60, + "tokenCount": 34, + "functionCount": 2, + "operatorCount": 5, + "keywordCount": 1, + "distinctFunctionCount": 2 + }, + "meta": { + "hash": "41109ef32647c55ece0a9dba06c840250979124e790c944d732683d27ac26f1f" + } + }, + { + "id": "atob", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 65, + "tokenCount": 23, + "functionCount": 1, + "operatorCount": 2, + "keywordCount": 2, + "distinctFunctionCount": 1 + }, + "meta": { + "hash": "b0f4a972f1e217c5f558359fa17693140a8b97a04a48ec1261691f10fb0c2a3e" + } + }, + { + "id": "attempt", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 139, + "tokenCount": 63, + "functionCount": 1, + "operatorCount": 5, + "keywordCount": 7, + "distinctFunctionCount": 1 + }, + "meta": { + "hash": "ac8ac4dc2ac7d0e2de1cf9f6afff46350aa530a51275658e8b34072740d10b0f" + } + }, + { + "id": "average", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 88, + "tokenCount": 40, + "functionCount": 1, + "operatorCount": 7, + "keywordCount": 1, + "distinctFunctionCount": 1 + }, + "meta": { + "hash": "684bb67aac10990814a49d1d1878d98ec6d2161bd71f769a128e3195f9aeb632" + } + }, + { + "id": "averageBy", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 139, + "tokenCount": 56, + "functionCount": 2, + "operatorCount": 8, + "keywordCount": 2, + "distinctFunctionCount": 2 + }, + "meta": { + "hash": "0ad10d648c24e0c27cfbb5cf65f18ad3fc7e072e6459c0bfc2d9936a0e497a03" + } + }, + { + "id": "bifurcate", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 116, + "tokenCount": 63, + "functionCount": 2, + "operatorCount": 4, + "keywordCount": 1, + "distinctFunctionCount": 2 + }, + "meta": { + "hash": "dd427f7304a3c161c95f9b1ae11f0adbe0d687076a5ed16ce2404ed29c136067" + } + }, + { + "id": "bifurcateBy", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 115, + "tokenCount": 65, + "functionCount": 3, + "operatorCount": 4, + "keywordCount": 1, + "distinctFunctionCount": 3 + }, + "meta": { + "hash": "65534a8995d70358bf0faeb62cfa1e241147c8142e0bb62dd9015219cf367f9f" + } + }, + { + "id": "bind", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 115, + "tokenCount": 43, + "functionCount": 2, + "operatorCount": 4, + "keywordCount": 3, + "distinctFunctionCount": 2 + }, + "meta": { + "hash": "e9d5d908df4751e5765b1e7d5a5f883261bdfad521b01023a81d616cac3b3cc1" + } + }, + { + "id": "bindAll", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 159, + "tokenCount": 64, + "functionCount": 2, + "operatorCount": 6, + "keywordCount": 3, + "distinctFunctionCount": 2 + }, + "meta": { + "hash": "791096ce761f35096c86403c6bc290381982d7a9bfc9bda4b70270aaf6ec4df2" + } + }, + { + "id": "bindKey", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 127, + "tokenCount": 46, + "functionCount": 2, + "operatorCount": 4, + "keywordCount": 3, + "distinctFunctionCount": 2 + }, + "meta": { + "hash": "561c7894f3ca7df0b3874ea749320b7d97eb3118c07c2636f4c4215377697927" + } + }, + { + "id": "binomialCoefficient", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 328, + "tokenCount": 164, + "functionCount": 3, + "operatorCount": 25, + "keywordCount": 14, + "distinctFunctionCount": 2 + }, + "meta": { + "hash": "0fca1b134c1a13fef45cde62e8f04c70361b477be88222aa7d81ac5d153b3a13" + } + }, + { + "id": "bottomVisible", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 171, + "tokenCount": 35, + "functionCount": 0, + "operatorCount": 5, + "keywordCount": 1, + "distinctFunctionCount": 0 + }, + "meta": { + "hash": "a40dc0094d62d44e7d086513bca6afb74734dd1e5e56a0ce66e91517b459f50c" + } + }, + { + "id": "btoa", + "type": "snippetAnalysis", + "attributes": { + "codeLength": 65, + "tokenCount": 23, + "functionCount": 1, + "operatorCount": 2, + "keywordCount": 2, + "distinctFunctionCount": 1 + }, + "meta": { + "hash": "ddbab0e7190004d5240469256d66629aa2fcf3c22348818edc01a8beb64831a6" + } + }, + { + "id": "byteSize", + "type": "snippetAnalysis", + 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