diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..6bdbe62 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +/node_modules/ +/.idea/ diff --git a/README.md b/README.md index 677dd25..561d2df 100644 --- a/README.md +++ b/README.md @@ -28,72 +28,103 @@ var schema = generator(pkg) The schema will look like: ```json -[ - { - "name": "name", - "type": "STRING", - "mode": "NULLABLE" - }, - { - "name": "version", - "type": "STRING", - "mode": "NULLABLE" - }, - { - "name": "main", - "type": "STRING", - "mode": "NULLABLE" - }, - { - "name": "repository", - "type": "RECORD", - "mode": "NULLABLE", - "fields": [ - { - "name": "type", - "type": "STRING", - "mode": "NULLABLE" - }, - { - "name": "url", - "type": "STRING", - "mode": "NULLABLE" - } - ] - }, - { - "name": "bugs", - "type": "RECORD", - "mode": "NULLABLE", - "fields": [ - { - "name": "url", - "type": "STRING", - "mode": "NULLABLE" - } - ] - }, - { - "name": "homepage", - "type": "STRING", - "mode": "NULLABLE" - }, - { - "name": "keywords", - "type": "STRING", - "mode": "REPEATED" - }, - { - "name": "author", - "type": "STRING", - "mode": "NULLABLE" - }, - { - "name": "license", - "type": "STRING", - "mode": "NULLABLE" - } -] +{ + "fields": [ + { + "name": "name", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "version", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "main", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "repository", + "type": "RECORD", + "mode": "NULLABLE", + "fields": [ + { + "name": "type", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "url", + "type": "STRING", + "mode": "NULLABLE" + } + ] + }, + { + "name": "bugs", + "type": "RECORD", + "mode": "NULLABLE", + "fields": [ + { + "name": "url", + "type": "STRING", + "mode": "NULLABLE" + } + ] + }, + { + "name": "homepage", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "keywords", + "type": "STRING", + "mode": "REPEATED" + }, + { + "name": "author", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "license", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "scripts", + "type": "RECORD", + "mode": "NULLABLE", + "fields": [ + { + "name": "test", + "type": "STRING", + "mode": "NULLABLE" + } + ] + }, + { + "name": "devDependencies", + "type": "RECORD", + "mode": "NULLABLE", + "fields": [ + { + "name": "chai", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "mocha", + "type": "STRING", + "mode": "NULLABLE" + } + ] + } + ] +} ``` ## License diff --git a/index.js b/index.js index 5570f4d..515862d 100644 --- a/index.js +++ b/index.js @@ -1,49 +1,101 @@ "use strict" module.exports = function generate(data) { - return traverse([], data) + return traverse(data) } function getMode(val) { - if(Array.isArray(val)) return "REPEATED" + if (Array.isArray(val)) return "REPEATED" else return "NULLABLE" } +const typeHierarchy = { + BOOLEAN: 1, + INTEGER: 2, + FLOAT: 3, + TIME: 4, + DATE: 5, + DATETIME: 6, + TIMESTAMP: 7, + STRING: 8, + RECORD: 9, +} + +function typeHierarchyReducer(accumulator, currentValue) { + if (accumulator === null) return currentValue; + const comp = typeHierarchy[currentValue] - typeHierarchy[accumulator]; + if (comp === 0) return accumulator; + if (comp > 0) return currentValue; + return accumulator; +} + function getType(val) { - if(typeof val === 'boolean') return "BOOLEAN" - if(!isNaN(val)){ - if(Number.isInteger(parseFloat(val))) return "INTEGER" - return "FLOAT" + if (typeof val === 'boolean' || (typeof val === 'string' && ["true", "false", "t", "f", "yes", "no", "y", "n"].includes(val.toLowerCase()))) return "BOOLEAN" + if (!isNaN(val)) { + if (Number.isInteger(parseFloat(val))) return "INTEGER" + return "FLOAT" } - if(val instanceof Date) return "TIMESTAMP" - if(Array.isArray(val)) return getType(val[0]) - if(typeof val === 'object') return "RECORD" + if (val instanceof Date) return "TIMESTAMP" + // This works because you can't have an array of arrays. + if (Array.isArray(val)) return val.filter(valItem => valItem !== null).map(valItem => getType(valItem)).reduce(typeHierarchyReducer, null); + if (typeof val === 'object') return "RECORD" - if(typeof val === 'string') { - if(val.match(/\d{4}-\d{2}-\d{2}/)) return "DATE" - if(val.length > 18 && !isNaN((new Date(val)).getTime())) return "TIMESTAMP" + if (typeof val === 'string') { + if (val.match(/^\d{4}-\d{1,2}-\d{1,2}$/)) return "DATE" + if (val.match(/^\d{2}:\d{2}:\d{2}(\.\d{1,6})?$/)) return "TIME" + if (val.match(/^\d{4}-\d{1,2}-\d{1,2} \d{2}:\d{2}:\d{2}(\.\d{1,6})?$/)) return "DATETIME" + if (val.match(/^\d{4}[-/]\d{1,2}[-/]\d{1,2}[ T]\d{2}:\d{2}(:\d{2}(\.\d{1,6})?)?/)) return "TIMESTAMP" } return "STRING" } - -function traverse(arr, data) { - return Object.keys(data).map((key) => { - let val = data[key] - let meta = { - name: key, - type: getType(data[key]), - mode: getMode(data[key]) +function mergeSchemas(original, generatedSchema) { + // console.log(JSON.stringify(original)); + // console.log(JSON.stringify(generatedSchema)); + for (const field of generatedSchema.fields) { + const origField = original.fields.find(({name}) => name === field.name); + if (origField) { + if (origField.type === 'RECORD' && field.type === 'RECORD') { + mergeSchemas(origField, field); + } else { + origField.type = typeHierarchyReducer(origField.type, field.type); + origField.mode = origField.mode === "REPEATED" || field.mode === "REPEATED" ? "REPEATED" : "NULLABLE" + } + } else { + original.fields.push(field); } - - if(meta.type === 'RECORD') { - meta.fields = traverse([], (meta.mode === 'REPEATED') ? val[0] : val) + } + return original; +} + +function traverse(data) { + if (Array.isArray(data)) { + // We have to merge all the objects with the same keys, that forces us to create a hierarchy of types + return data.filter(dataItem => dataItem !== null).map(dataItem => traverse(dataItem)).reduce(mergeSchemas, {fields: []}); + } else { + // We filter the fields with null value because we don't need them. + return { + fields: Object.keys(data) + .filter(key => data[key] !== null && (!Array.isArray(data[key]) || (data[key].length > 0 && data[key].find(item => item !== null)) && (typeof data[key] !== 'string' || data[key] !== ''))) + .map(key => { + let val = data[key] + let meta = { + name: key, + type: getType(val), + mode: getMode(val), + // original: JSON.stringify(val) + } + + if (meta.type === 'RECORD') { + meta.fields = traverse(val).fields + } + + return meta + }) } - - return meta - }) - + } + } diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..c0a68c8 --- /dev/null +++ b/package-lock.json @@ -0,0 +1,899 @@ +{ + "name": "bigquery-schema-generator", + "version": "1.0.0", + "lockfileVersion": 1, + "requires": true, + "dependencies": { + "@ungap/promise-all-settled": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/@ungap/promise-all-settled/-/promise-all-settled-1.1.2.tgz", + "integrity": "sha512-sL/cEvJWAnClXw0wHk85/2L0G6Sj8UB0Ctc1TEMbKSsmpRosqhwj9gWgFRZSrBr2f9tiXISwNhCPmlfqUqyb9Q==", + "dev": true + }, + "ansi-colors": { + "version": "4.1.1", + "resolved": "https://registry.npmjs.org/ansi-colors/-/ansi-colors-4.1.1.tgz", + "integrity": "sha512-JoX0apGbHaUJBNl6yF+p6JAFYZ666/hhCGKN5t9QFjbJQKUU/g8MNbFDbvfrgKXvI1QpZplPOnwIo99lX/AAmA==", + "dev": true + }, + "ansi-regex": { + "version": "3.0.0", + "resolved": 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b/test/data/correct_schema.json @@ -0,0 +1,622 @@ +{ + "fields": [ + { + "name": "dealId", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "dataChange", + "type": "RECORD", + "mode": "REPEATED", + "fields": [ + { + "name": "object", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "timestamp", + "type": "DATETIME", + "mode": "NULLABLE" + }, + { + "name": "data", + "type": "RECORD", + "mode": "NULLABLE", + "fields": [ + { + "name": "id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "item_id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "user_id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "field_key", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "new_value", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "log_time", + "type": "DATETIME", + "mode": "NULLABLE" + }, + { + "name": "change_source", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "change_source_user_agent", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "old_value", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "additional_data", + "type": "RECORD", + "mode": "NULLABLE", + "fields": [ + { + "name": "old_value_formatted", + "type": "STRING", + "mode": "NULLABLE" + }, + { + "name": "new_value_formatted", + "type": "STRING", + "mode": "NULLABLE" + } + ] + }, + { + "name": "is_bulk_update_flag", + "type": "BOOLEAN", + "mode": "NULLABLE" + } + ] + } + ] + }, + { + "name": "deal", + "type": "RECORD", + "mode": "NULLABLE", + "fields": [ + { + "name": "id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "creator_user_id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "user_id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "person_id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "org_id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + "name": "stage_id", + "type": "INTEGER", + "mode": "NULLABLE" + }, + { + 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generate function", () => { + it("should generate the schema", ()=> { + expect(generator(json)).to.eql(correct_schema); + }) + it("it shouldn't fail when there is an empty array", ()=> { + generator([]); + }) +})