From 59f5a849b2d7ac222ca7a7472466a832da0cca53 Mon Sep 17 00:00:00 2001 From: datashaman Date: Sun, 7 May 2017 15:48:55 +0200 Subject: [PATCH] Various changes - Use URL syntax for declaring parameters to module-based transforms - Add anonymize transform - Add yarn lock --- README.md | 21 +- elasticdump.js | 26 +- test/test-resources/transform.js | 8 + test/transform.js | 49 + transforms/anonymize.js | 77 ++ yarn.lock | 1655 ++++++++++++++++++++++++++++++ 6 files changed, 1833 insertions(+), 3 deletions(-) create mode 100644 test/test-resources/transform.js create mode 100644 transforms/anonymize.js create mode 100644 yarn.lock diff --git a/README.md b/README.md index 68cc45097..3f49a3d2c 100644 --- a/README.md +++ b/README.md @@ -276,6 +276,7 @@ Usage: elasticdump --input SOURCE --output DESTINATION [OPTIONS] value of field 'f1': doc._source["f2"] = doc._source.f1 * 2; May be used multiple times. + Additionally, transform may be performed by a module. See [Module Transform](#module-transform) below. --awsChain Use [standard](https://aws.amazon.com/blogs/security/a-new-and-standardized-way-to-manage-credentials-in-the-aws-sdks/) location and ordering for resolving credentials including environment variables, config files, EC2 and ECS metadata locations _Recommended option for use with AWS_ @@ -324,9 +325,27 @@ For loading files that you have dumped from multielasticsearch, `--direction` sh The new options, `--parallel` is how many forks should be run simultaneously and `--match` is used to filter which indexes should be dumped/loaded (regex). +## Module Transform + +When specifying the `transform` option, prefix the value with `@` (a curl convention) to load the top-level function which is called with the document and the parsed arguments to the module. + +Uses a pseudo-URL format to specify arguments to the module as follows. Given: + + elasticdump --transform='@./transforms/my-transform?param1=value¶m2=another-value' + +with a module at `./transforms/my-transform.js` with the following: + + module.exports = function (doc, options) { + // do something to doc + }; + +will load module `./transforms/my-transform.js', and execute the function with `doc` and `options` = `{"param1": "value", "param2": "another-value"}`. + +An example transform for anonymizing data on-the-fly can be found in the `transforms` folder. + ## Notes -- this tool is likley to require Elasticsearch version 1.0.0 or higher +- this tool is likely to require Elasticsearch version 1.0.0 or higher - elasticdump (and elasticsearch in general) will create indices if they don't exist upon import - when exporting from elasticsearch, you can have export an entire index (`--input="http://localhost:9200/index"`) or a type of object from that index (`--input="http://localhost:9200/index/type"`). This requires ElasticSearch 1.2.0 or higher - If elasticsearch is in a sub-directory, index and type must be provided with a separate argument (`--input="http://localhost:9200/sub/directory --input-index=index/type"`). Using `--input-index=/` will include all indices and types. diff --git a/elasticdump.js b/elasticdump.js index 3115d6ce4..b02b7eddf 100644 --- a/elasticdump.js +++ b/elasticdump.js @@ -4,9 +4,24 @@ var https = require('https') var path = require('path') var EventEmitter = require('events').EventEmitter var isUrl = require('./lib/is-url') +var url = require('url') var vm = require('vm') var addAuth = require('./lib/add-auth') +var getParams = function (query) { + if (!query) { + return {} + } + + return (/^[?#]/.test(query) ? query.slice(1) : query) + .split('&') + .reduce((params, param) => { + let [ key, value ] = param.split('=') + params[key] = value ? decodeURIComponent(value.replace(/\+/g, ' ')) : '' + return params + }, { }) +} + var elasticdump = function (input, output, options) { var self = this @@ -81,8 +96,15 @@ var elasticdump = function (input, output, options) { self.options.transform = [self.options.transform] } self.modifiers = self.options.transform.map(function (transform) { - var modificationScriptText = '(function(doc) { ' + transform + ' })' - return new vm.Script(modificationScriptText).runInThisContext() + if (transform[0] === '@') { + return function (doc) { + var parsed = url.parse(transform.slice(1)) + return require(parsed.pathname)(doc, getParams(parsed.query)) + } + } else { + var modificationScriptText = '(function(doc) { ' + transform + ' })' + return new vm.Script(modificationScriptText).runInNewContext() + } }) } } diff --git a/test/test-resources/transform.js b/test/test-resources/transform.js new file mode 100644 index 000000000..59e6cf171 --- /dev/null +++ b/test/test-resources/transform.js @@ -0,0 +1,8 @@ +var crypto = require('crypto') + +module.exports = function (doc) { + doc._source.bar = crypto + .createHash('md5') + .update(doc._source.foo) + .digest('hex') +} diff --git a/test/transform.js b/test/transform.js index eb9536e09..1ec271fab 100644 --- a/test/transform.js +++ b/test/transform.js @@ -10,6 +10,7 @@ var request = require('request') var should = require('should') var path = require('path') var async = require('async') +var crypto = require('crypto') var Elasticdump = require(path.join(__dirname, '..', 'elasticdump.js')) var clear = function (callback) { @@ -95,3 +96,51 @@ describe('multiple transform scripts should be executed for written documents', }) }) }) + +describe('external transform module should be executed for written documents', function () { + before(function (done) { + this.timeout(1000 * 20) + clear(function (error) { + if (error) { return done(error) } + setup(function (error) { + if (error) { return done(error) } + var jobs = [] + + var dataOptions = { + limit: 100, + offset: 0, + debug: true, + type: 'data', + input: baseUrl + '/source_index', + output: baseUrl + '/destination_index', + scrollTime: '10m', + transform: '@./test/test-resources/transform' + } + + var dataDumper = new Elasticdump(dataOptions.input, dataOptions.output, dataOptions) + + dataDumper.on('error', function (error) { throw (error) }) + + jobs.push(function (next) { dataDumper.dump(next) }) + jobs.push(function (next) { setTimeout(next, 5001) }) + + async.series(jobs, done) + }) + }) + }) + + after(function (done) { clear(done) }) + + it('documents should have the new field computed by external transform module', function (done) { + var url = baseUrl + '/destination_index/_search' + request.get(url, function (err, response, body) { + should.not.exist(err) + body = JSON.parse(body) + body.hits.total.should.equal(2) + body.hits.hits.forEach(function (doc) { + doc._source.bar.should.equal(crypto.createHash('md5').update(doc._source.foo).digest('hex')) + }) + done() + }) + }) +}) diff --git a/transforms/anonymize.js b/transforms/anonymize.js new file mode 100644 index 000000000..78dd49aaa --- /dev/null +++ b/transforms/anonymize.js @@ -0,0 +1,77 @@ +var crypto = require('crypto') + +function anonymize (thing, options = {}) { + if ( + thing === null || + thing instanceof Date + ) { + return thing + } + + options = Object.assign({ + domain: 'example.com', + mobile: '+1-555-123-4567', + blacklist: [] + }, options) + + if (typeof options.blacklist === 'string') { + options.blacklist = options.blacklist.split(',') + } + + switch (typeof thing) { + case 'object': + Object + .keys(thing) + .reduce(function (object, key) { + if (options.blacklist.includes(key)) { + return object + } + + switch (typeof object[key]) { + case 'object': + anonymize(object[key], options) + break + case 'string': + object[key] = anonymize(object[key], options) + break + default: + } + + return object + }, thing) + break + case 'string': + // If it looks like a date or datetime, leave it alone + if (/^\d{4}-[01]\d-[0-3]\d(?:[T ][0-2]\d:[0-5]\d:[0-5]\d)?$/.test(thing)) { + return thing + } + + return [ + [ + // If it looks like an email, replace it with a hashed variant with the configured domain + /(([^<>()[\]\\.,;:\s@"]+(\.[^<>()[\]\\.,;:\s@"]+)*)|(".+"))@((\[[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}])|(([a-zA-Z\-0-9]+\.)+[a-zA-Z]{2,}))/ig, + function (found) { + return crypto + .createHash('md5') + .update(found) + .digest('hex') + .slice(0, 11) + + '@' + options.domain + } + ], + [ + // If it looks like a mobile number, replace it with the configured one + /[+0][-0-9\s]{6,}[0-9]/g, + options.mobile + ] + ].reduce(function (string, replacement) { + return string.replace(replacement[0], replacement[1]) + }, thing) + default: + return thing + } +} + +module.exports = function (doc, options = {}) { + anonymize(doc._source, options) +} diff --git a/yarn.lock b/yarn.lock new file mode 100644 index 000000000..5f0cff289 --- /dev/null +++ b/yarn.lock @@ -0,0 +1,1655 @@ +# THIS IS AN AUTOGENERATED FILE. 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