Aws Convert Csv To Json















Importing a CSV into Redshift requires you to create a table first. The inner objects in JSON are converted as inner classes in Java Object. User needs to provide: Input S3 folder: The s3 folder prefix from which the CSV data is to be imported. End users might want to download data from a web page so that users can keep a copy of data or do some magic tricks in Excel. To create a comma-separated value (CSV) table that has the properties and values from JavaScript Object Notation (JSON) objects in an array, use the Create CSV table action. In this tutorial, we're gonna look at 3 ways to convert an Excel file to CSV file in Python 3. You can extract data from Redshift as a CSV and there are several tools available to convert your CSV to JSON. We wrote command-line scripts to convert the CSV file to JSON, and then the JSON file to Avro. JSON Formatter Online and JSON Validator Online work well in Windows, Mac, Linux, Chrome, Firefox, Safari, and Edge and it's Free. If no header row is present in the input, the result will be an array of arrays. Use this online tool to convert YAML into JSON. JSON, short for JavaScript Object Notation, is a lightweight computer data interchange format. This completely dynamic approach unlike using Data Flow Task. In this case, since you don't know the schema, we recommend that you store the information as a JSON-encoded string. Otherwise. AWS « Return AlienVault OSSIM Current Version from Command Line Parallel Gzip » Convert JSON to CSV. What makes the Total XML Converter so special? For starters, our XML JSON Converter has a unique option: it can maintain all of your files original timestamps! The new files will have dates identical to the source files. Converts AWS S3 files from CSV to JSON lines via stream with support to gzip for both input and output. Options to browse and load the input json file and save the generated C# class file are provided. This entails working. I want to keep all old fields but add and/or overwrite new ones. In this guide we will show you how to process Google Analytics JSON files with Enterprise Flexter and convert it to Amazon AWS S3. Athena is a query engine managed by AWS that allows you to use SQL to query any data you have in S3, and works with most of the common file formats for structured data such as Parquet, JSON, CSV, etc. I need to create a JSON file for each row. The data generation part could come from a database or some other source. Authenticate RESTful web service (OAuth, JWT, Basic), Paginate response, export JSON to CSV. Let’s convert it into JSON. I have a requirement to convert CSV to JSON. Application: Automation AWS. Handling JSON Lines Format. Level 200: Visualize Your Data in Data Lake with AWS Athena and AWS Quicksight Nowadays, enterprises are building Data Lake which store lots of structured and unstructured data for data analysis. See also CSV to JSON and CSV to GeoJSON Plus Convert JSON to XML, XML to JSON, JSON Lint, JSON Formatter and Analyze JSON Paths at ConvertJSON. Stack Exchange network consists of 175 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers. The parent element is easily accessed from the database and displayed in the CSV file but the sub element is not displayed and can’t be accessed. load(fileObject) dataDict=readJson. A file could be uploaded to a bucket from a third party service for example Amazon Kinesis, AWS Data Pipeline or Attunity directly using the API to have an app upload a file. Once the package is uploaded you can open index. You will need to know then when you get a new router, or when you reset your router. 1 Related Introduction In this article, you will learn how to convert JSON to CSV File using SSIS. orc file in the Inputstream to the specified AWS S3 bucket. gz and line-json. js platform. See also CSV to JSON and CSV to GeoJSON Plus Convert JSON to XML, XML to JSON, JSON Lint, JSON Formatter and Analyze JSON Paths at ConvertJSON. xlsx to json respectively. As we will be using readStream to read the file, there is no sense to save the data in variable. I have recently started working on some ETL work and wanted some guidance in this area related to data cleaning from CSV to JSON mapping using AWS Glue, Python (pandas, pyspark). If you want to add a dataset or example of how to use a dataset to this registry, please follow the instructions on the Registry of Open Data on AWS GitHub repository. If the array doesn't already exist it can be built with jq. To convert csv to json, Node has an awesome module, csvtojson. AWS Glue automatically supports file splitting when reading common native formats (such as CSV and JSON) and modern file formats (such as Parquet and ORC) from S3 using AWS Glue DynamicFrames. This is also a JSON visualizer tool to Visualise, Search JSON in Tree View. If you want to marshal a pojo to JSON, and the pojo has some fields with null values. Importing a CSV into Redshift requires you to create a table first. json go ahead and remove line 5. For this you need to use Flat File schema wizard to convert your message structure to equivalent schema(. AWS Athena vs. Converting Tab Delimited Textfile to JSON askyb on September, 4th 2013 in JSON python This following code sample will guide you on how to convert a tab delimited text file to JSON format, with the following JSON file structure, using of Python programming. I have environment variable, which contains JSON text. People will think it’s neat. when to prefer one over the other JSON. Split function. It is very common to make changes to customData. load(fileObject) dataDict=readJson. Parquet and ORC are columnar data formats that save space and enable faster queries compared to row-oriented formats like JSON. I am aware of the existence of BatchWriteItem so I guess a good solution would involve batch writing. jq is a lightweight JSON command line processor that makes many JSON processing tasks very easy. Assume if CSV files have got 2 rows. As you begin to work with JSON, you will first. toJson() – Convert Java object to JSON format; fromJson() – Convert JSON into Java object. AWS Glue is an ETL service from Amazon that allows you to easily prepare and load your data for storage and analytics. It now uses formatters to create the required export format. In this article, we present a couple of methods to parse CSV data and convert it to JSON. Create JSON. Nested documents will have a '. Try Integromat for FREE. You'll love it. Without these you can only access public S3 buckets. Make a csv format after validating and store file in S3 bucket in AWS using csv python library Load S3 file into AWS redshift database using copy command The above process in simple terms, read the message, proces it and insert into redshift Database. I’m just sharing what I did and making some brief notes for each of the APIs. Regards Addy. Aws Glue Json Array. Fastjson can work with arbitrary Java objects including pre-existing objects that you do not have source-code of. orc file in the Inputstream to the specified AWS S3 bucket. Even though JSON starts with the word Javascript, it's actually just a format, and can be read by any language. Stack Exchange network consists of 175 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers. Ndlovu In my article, Warehousing JSON Formatted Data in SQL Server 2016 , we had a look at available T-SQL options for converting JSON data into rows and columns for the purposes of populating a SQL Server based data warehouse. Generate Plain Old Java Objects, XML from JSON or even JSON-Schema. js, R, PHP, Strest, Go, Dart, JSON, and Rust code GitHub. DBConvert JSON to SQL support conversion of data from JSON files to the most popular databases like MySQL, MS SQL Server, Oracle, MS Access and MS FoxPro. jar tojson student. genfromtxt("file. detach() #linesOfCJRamki android array articles AWS AWS Essentials Azure Azure Essentials blogger cakephp concrete5 css CSS3 CSV date fullcalendar function gist github html image imageslider javascript jqGrid jquery JSON left side linux mysql OpenSuse pagination php QA rss feed scroll scroll bar search single page layout table timezone url. I can concatenate those CSV files into a single giant file (I'd rather avoid to though), or convert them into JSON if needed. Deploy Express. There are commercial CSV to JSON converters, as well as several online ones. Shiva Narayanaswamy, Solution Architect Amazon Kinesis Firehose is a fully managed service for delivering real-time streaming data to destinations such as Amazon S3, Amazon Redshift, or Amazon Elasticsearch Service (Amazon ES). js lambda function to load the csv file into a dynamodb table. Few of my other blogs:-. Keep in mind that you can do this with any source supported by Drill (for example, from JSON to Parquet), or even a complex join query between multiple data sources. js file and start adding code. This can be installed by simply selecting this option. Generate Plain Old Java Objects, XML from JSON or even JSON-Schema. Google launched the service in November 2005 after acquiring Urchin. Sample data with Name, Phone and Email is present in second sheet. Need a recommendation ASAP to know if I am on the right track or if there is a better way to do this. Python provides the json module which can be imported to any file and use to both parse JSON, as well as generate JSON from python objects and lists. The function is passed some metadata too, including the object path. For nested JSON elements, you can simply specify them by the dot notation (like transaction. Assume if CSV files have got 2 rows. Converting JSON to CSV using Python: CSV (Comma Separated Values) format is the most common import and export format for spreadsheets and databases. Connect to NetSuite from AWS Glue jobs using the CData JDBC Driver hosted in Amazon S3. Created by programmers from team Browserling. Apex Parse Json Array. The JSON also gets run through highlight. You'll love it. How to Read JSON Data and Insert it into a Database. Few of my other blogs:-. Let us see the function json. is there any npm we need to use and any method to write json to S3 bucket. c:\Users\User\Downloads\ezdrm-aws\ezdrm-aws> pip install --upgrade --user boto3 Step 6: Add Role for Media Convert This gives the user the ability to access the Media Convert component of AWS. Part 2 - Read JSON data, Enrich and Transform into relational schema on AWS RDS SQL Server database Add JSON Files to the Glue Data Catalog In this article, we will prepare the file structure on the S3 storage and will create a Glue Crawler that will build a Glue Data Catalog for our JSON data. xsd )and use Flat file decode action within the logic apps. How to convert a csv file to json from s3. In this JSON tutorial, you will be able to learn JSON examples with other technologies such as Java, PHP, Python, Ruby, jQuery, AJAX, C#, Perl and Jackson. CSV file format separates values using commas as delimiters. New-JSONLines format supported. config-based configuration files to use the more idiomatic appsettings. Some trial and error, but got there eventually. Validates a JSON string against RFC 4627 (The application/json media type for JavaScript Object Notation) and against the JavaScript language specification. Query/Read data from Amazon DynamoDB Table, Write JSON documents into DynamoDB no need to learn complex AWS APIs Complete JSON support such as extract data from inner array using JSON Path. csv' # filename of the CSV file jsonkey = '. The data read from JSON documents can be imported into one or more database tables. If your CSV file is not too big (under 1GB or so) you can create a ShellCommandActivity to convert CSV to DynamoDB JSON format first and the feed that to EmrActivity that imports the resulting JSON file into your table. I am aware of the existence of BatchWriteItem so I guess a good solution would involve batch writing. I recently wanted to use S3 Select, but I was querying JSON. I'm just sharing what I did and making some brief notes for each of the APIs. Sample Test data: Test. I have a JSON file that I want to convert to a CSV file. How to convert this json data to csv format. 1 Related Introduction In this article, you will learn how to convert JSON to CSV File using SSIS. One of the latest data sources now available in Power BI is JSON. Rather than trying to implement a JSON parser, you are likely better off using either a tool built for JSON parsing such as jq or a general purpose script language that has a JSON library. AWS Athena vs. For more information on JSON, visit www. I have a requirement to convert CSV to JSON. We can both convert lists and dictionaries to JSON, and convert strings to lists and dictionaries. Lambda function for AWS to convert CSV file in a S3 bucket to JSON. Options to browse and load the input json file and save the generated C# class file are provided. I started with CSV. # Convert CSV to JSON: JSON and avro files created locally. This way, the order of the attributes doesn't matter. * * @author Marco Pas */ /** * Example usage: * * groovy CsvToJsonConverter. json -f csv -o s3a://gaoutput/ga_out/ -S o -l1 Amazon Web Services 7,907 views. When Spark tries to convert a JSON structure to a CSV it can map only upto the first level of the JSON. This node module will convert an array of JSON documents to a CSV string. Data Converter. json' # desired output name for JSON file Trigger on S3 event: Bucket: Event type: ObjectCreated Prefix: Suffix: csv. This script will take in an arguement (your csv file) as sys. So my files are "csv" type and I want to convert these files to "json" type. Scan with raspberry pi, convert with aws lambda to searchable PDF 2018-02-08 I have long dreamed for a setup which lets me just press the scan button on my scanner and — without any further input — uploads it as a searchable PDF onto some cloud drive. Click "Convert" to convert your XLS file. Trifacta provides the following benefits for analysts working with JSON data: Visually explore the structure and content of JSON data without. Save time and run batch tasks to convert between XML and JSON for any number of input documents using the command line tool included in JSONBuddy. In this guide we will show you how to process GS1 XML files with Enterprise Flexter and convert it to Amazon AWS S3. How to convert a XLS to a CSV file? Choose the XLS file that you want to convert. I have recently started working on some ETL work and wanted some guidance in this area related to data cleaning from CSV to JSON mapping using AWS Glue, Python (pandas, pyspark). User needs to provide: Input S3 folder: The s3 folder prefix from which the CSV data is to be imported. Set the schema at the "JSON schema" field on the "Quick Associations" window of JSONBuddy. Make sure that vocabulary is ready before using it Transcription Jobs. json files commonly found in ASP. It is optional if a database and schema are currently in use within the user session; otherwise, it is required. , converting the file from csv to json using power centr Content tagged with converting the file from csv to json using power centr This content has been marked as final. Using this approach, we can easily convert the json object to CSV or ORC. Sqoop on EMR 4. aspects == aspect]['column1']. 1) Copy/paste or upload your Excel data (CSV or TSV) to convert it to JSON. I am attempting to convert all files with the csv extension in a given directory to json with this python script. ts is a script that defines the table. This has a been a guide to the top difference between JSON vs CSV. ContentsJson dependencyConvert Json to XMLConvert Json String to XML StringConvert Json File to XML fileFull ProgramConvert XML to JsonConvert XML String to Json StringConvert XML File to Json FileFull Program Json dependency For convert Json to/from …. AWS « Return AlienVault OSSIM Current Version from Command Line Parallel Gzip » Convert JSON to CSV. Creating JSON file from CSV file. This page provides Java source code for ProvAwsPriceImportResource. See also CSV to JSON and CSV to GeoJSON Plus Convert JSON to XML, XML to JSON, JSON Lint, JSON Formatter and Analyze JSON Paths at ConvertJSON. Create a file read-stream. Convert JSON to CSV. In previous blog (Part-2), I created two tables using JSON and CSV format. How can I do this with Python? AWS Architect Certification Training;. こっちはcsvを1行読み込んだら’json’イベントが呼ばれて、全てのcsvの読み込みが完了したら’done’が呼ばれます。 簡単な変換ならこの2つの方法だけで事足りますね。 強いて言うなら、一個のモジュールにまとまっているともっといいのですが。。。 関連. json | ConvertFrom-Json. It also support exporting directly to cloud (e. This way, the order of the attributes doesn't matter. Navigating JSON Logs with Loggly Dynamic Field Explorer. This example is very useful while printing JSON in log files to differentiate it from other String outputs. A significant challenge for companies using the cloud lies in ensuring that their firewall rules follow the principle of least privilege. This article applies to the following connectors: Amazon S3, Azure Blob, Azure Data Lake Storage Gen1, Azure Data Lake Storage Gen2, Azure File Storage, File System, FTP, Google Cloud Storage, HDFS, HTTP, and SFTP. This means output will be 2 json files. namespace is the database and/or schema in which the internal or external stage resides, in the form of database_name. Read and convert excel to json. I went through the files to get an idea of the schema. convert anything to anything - more than 200 different audio, video, document, ebook, archive, image, spreadsheet and presentation formats supported. 1 - Updated May 8, 2019 - 551 stars elasticsearch_loader plugin for AWS s3. We will process Asana JSON that we got from Asana's API and convert the data to TSV text files on AWS S3 object storage. 1) Create the pandas dataframe from the source data 2) Clean-up the data, change column types to strings to be on safer side :) 3) Convert dataframe to list of dictionaries (JSON) that can be consumed by any no-sql database 4) Connect to DynamoDB using boto. Select CSV as the the format you want to convert your XLS file to. As we are reading the data from a Hive Table, we can use this script to convert CSV, TSV, JSON or any Hive supported format to Parquet or ORC files. Write CSV: Converts a set of records to a CSV (delimited text) formatted file. You can then use the ConvertFrom-Json cmdlet to convert a JSON-formatted string to a JSON object, which is easily managed in PowerShell. You can use the below python script to convert the json into a csv file: import json import pandas as pd fileObject=open(‘output. js file and start adding code. Hello having an issue trying to convert a json file to csv. Parquet and ORC are columnar data formats that save space and enable faster queries compared to row-oriented formats like JSON. It also support exporting directly to cloud (e. The parent element is easily accessed from the database and displayed in the CSV file but the sub element is not displayed and can’t be accessed. There are commercial CSV to JSON converters, as well as several online ones. Easily convert files into SQL databases Upload your Excel file, choose the worksheet with the data, select the cell range, and hit convert. Using this approach, we can easily convert the json object to CSV or ORC. I am using a Windows 7 workstation to connect to AWS using CLI. csv' # filename of the CSV file jsonkey = '. This data could be stored in S3, and setting up and loading data into a conventional database like Postgres or Redshift would take too much time. Convert CSV to Avro & XML. Using the Redshift [code ]unload [/code]command will extract the results as a CSV and copy them to S3. AWS Glue is an ETL service from Amazon that allows you to easily prepare and load your data for storage and analytics. We can both convert lists and dictionaries to JSON, and convert strings to lists and dictionaries. targetbucket = '' # s3 bucket containing CSV file csvkey = '. API: csv to xls - CloudConvert Cloud Convert. There are commercial CSV to JSON converters, as well as several online ones. Each column in an SFrame is a size-immutable SArray, but SFrames are. If you want to add a dataset or example of how to use a dataset to this registry, please follow the instructions on the Registry of Open Data on AWS GitHub repository. Myjson – A simple JSON store for your web or mobile app. Creating JSON file from CSV file. gz (tab-separated values per line) and jsonl. Steps to Convert CSV into JSON. To stream CSV data into Kafka we can use the kafka-connect-spooldir plugin. The csv-parser() in syslog-ng can easily turn these log files into name-value pairs. But then to use API or tools, you need to pass credentials generated with a MFA token. Deserializes the XmlNode from a JSON string nested in a root element specified by deserializeRootElementName, writes a Json. 0 , Sqoop 1. Options to browse and load the input json file and save the generated C# class file are provided. How to Read CSV, JSON, and XLS Files. js in the main directory and include the. Let's imagine you're a DevOps Engineer at an IT Company and you need to analyze the CSV/JSON data sitting in S3, but the data for all ~200 applications is saved in a new GZIP-ed CSV/JSON every. You will need to know then when you get a new router, or when you reset your router. Ignore these settings unless you need to comply with a loudness standard. Lambda function for AWS to convert CSV file in a S3 bucket to JSON. I will then cover how we can extract and transform CSV files from Amazon S3. Learn more ». Solution : data = output [output. We will process Asana JSON that we got from Asana’s API and convert the data to TSV text files on AWS S3 object storage. We can both convert lists and dictionaries to JSON, and convert strings to lists and dictionaries. json ? I can use Linux exe strings to convert a. This is also a JSON visualizer tool to Visualise, Search JSON in Tree View. Zamzar Pro Tip: You can use Microsoft Office, Libre Office or if you own a Mac you can use Numbers to open XLS files. As we will be using readStream to read the file, there is no sense to save the data in variable. csvtojson-rev1-2016-11-11. Extracting Data from JSON. There are no ads, popups or nonsense, just an awesome CSV to JSON converter. Scan with raspberry pi, convert with aws lambda to searchable PDF 2018-02-08 I have long dreamed for a setup which lets me just press the scan button on my scanner and — without any further input — uploads it as a searchable PDF onto some cloud drive. CSV to JSON Converter. In this post I'll share a Nifi workflow that takes in CSV files, converts them to JSON, and stores them in different Elasticsearch indexes based on the file schema. js and JavaScript. Apex Parse Json Array. csv", delimiter=";", skip_header=1) the arguments inside the brackets are the file name, the delimiter, and skip_header set to 1 will make the csv load to an array without the header row. json files, it auto-populated the main field. Converting JSON to CSV. Isn't it super-easy? Here, test. I have a json file in the following format:. CSV to JSON conversion is easy. Copy the converted JAVA code and make it work for you. Could you share your approach to get the XML converted to json? Thanks, Fuz. Few of my other blogs:-. In the tutorial, Grokonez shows how to convert CSV File to JSON String or JSON File and vice versa with Java language by examples. Many web sites use JSON instead of XML to serialize data for communication between servers and web-based apps. Indexes: Converting to JSON and Accessing Metadata. With each way, we use one of these module: xlwt, xlsxwriter, openpyxl and pandas. AWS S3 Service). Remove the main block from package. I am using a Windows 7 workstation to connect to AWS using CLI. I took the top header and first line of data for the test file. Parquet and ORC are columnar data formats that save space and enable faster queries compared to row-oriented formats like JSON. Below is the script that I have so far, the problem I've got is that I don't know how to turn the JSON output which I get from the AWS CLI dynamoDB into the variables. I installed the "vnc4server" package and started vncserver simply by: "vncserver" command line. tolist listData = ast. You can either launch a Spark cluster from the AWS console or using the AWS CLI as. But why using this service, instead of good old EC2s?Let's find it out! Motivation behind AWS Lambda Alongside the benefits of developing a back-end using the…. A significant challenge for companies using the cloud lies in ensuring that their firewall rules follow the principle of least privilege. I can concatenate those CSV files into a single giant file (I'd rather avoid to though), or convert them into JSON if needed. Enter your data below and Press the Convert button. It's very simple and easy way to Edit JSON Data and Share with others. In just a few clicks, JSON data can be reformatted into a column and row structure more common in data analysis. Net strings. It is easy for humans to read and write and for machines to parse and generate. JSON Lines text format, also called newline-delimited JSON, is a convenient format for storing structured data that may be processed one record at a time. js in the main directory and include the. For more information about DynamicFrames, see Work with partitioned data in AWS Glue. The array contains rows of comma separed strings, with rows separated by newline. I started with CSV. ##About the sample The pipeline definition is used to import DynamoDB data to a CSV format. Without these you can only access public S3 buckets. To stream CSV data into Kafka we can use the kafka-connect-spooldir plugin. We can’t wait to see what you build with it. Something important that you need to take into consideration before continue to implement the solutions. only from the 'leaderboard' data object only and populate the corresponding data for it. reader module is better if we consider the speed and efficiency. In this guide we will show you how to process Google Analytics JSON files with Enterprise Flexter and convert it to Amazon AWS S3. To convert JSON to CSV, I love using json2csv. Try Integromat for FREE. (Kinesis Stream -> Kinesis Analytics(JSON output) -> Firehose -> S3 -> StreamingParser(JSON) on Lambda -> Athena. To process the data that has been scraped, we must store the data on our local machine in a particular format like spreadsheet (CSV), JSON or sometimes in databases like MySQL. The JSON also gets run through highlight. You can either launch a Spark cluster from the AWS console or using the AWS CLI as. I have a requirement to convert CSV to JSON. AWS Athena vs. ##Running the pipeline. API: csv to xlsx - CloudConvert Cloud Convert. Here's the sample generic deserializer that can parse JSON and get the valid and invalid elements. This has a been a guide to the top difference between JSON vs CSV. If AWS Glue doesn't find a custom classifier that fits the input data format with 100 percent certainty, it invokes the built-in classifiers in the order shown in the following table. I am aware of the existence of BatchWriteItem so I guess a good solution would involve batch writing. SSIS CSV Parser Transform can parse CSV string into multiple columns and rows (Helpful to extract data from raw CSV string stored as database column or coming from other source). To convert JSON to CSV, I love using json2csv. How to convert a list of dictionaries to CSV format in Python dump JSON data to a text file. Related course: Data Analysis with Python Pandas. 1 - Updated May 8, 2019 - 551 stars elasticsearch_loader plugin for AWS s3. Learn how to ETL Open Payments CSV file data to JSON, explore with SQL, and store in a document database using Spark Datasets and MapR-DB. When importing csv files, you don’t know whether the file is encoded with UTF-8, UTF-16 or anything else. Copy command in Redshift inherently does not support a direct copy from orc file formats. Active 1 year, 11 months ago. Given … Continue reading "Convert Excel to JSON Using DreamFactory". json and frontend/package. In the next blog I will be showing how any format of file can be uploaded to the AWS S3 bucket. How to Open EXE Files. No credit card. You can specify as many -j as you wish. This resulted in three files with 375,013,520 rows of. This way we can work with the data as JavaScript objects, with no complicated parsing and translations. json' # desired output name for JSON file Trigger on S3 event: Bucket: Event type: ObjectCreated Prefix: Suffix: csv. Sample JSON String - [ { "Id" :. Currently (2015-04) default import pipeline template does not support importing CSV files. This example is very useful while printing JSON in log files to differentiate it from other String outputs. The JSON keys are converted to private variables with getter setter methods for them. Created by developers for developers. How to convert Json unicode? Amazon AWS SaaS PBG Window Calendar Font Enhancement Request. You will need to know then when you get a new router, or when you reset your router. The problem with your desired output is that it is not valid json document,; it's a stream of json documents!. This is a npm package to convert JSON object format to CSV format with dynamic keys from the JSON object. csv' # filename of the CSV file jsonkey = '. In this article we will show you how to use Sonra’s data warehouse automation solution for complex XML and JSON documents, Flexter.