Here’s how the server might respond to an invalid JSON document:. json and network_data. If you created your module with Puppet Development Kit (PDK) , the metadata. To include custom metadata with an SMTP submission, include the X-MC-Metadata header with a JSON-encoded set of key-value pairs as the. JSON - DataTypes - JSON format supports the following data types −. JSON Tutorial. Json Metadata Example. All Firebase Realtime Database data is stored as JSON objects. ' is found at position 0. To view the JSON of a dashboard, follow the steps mentioned below: Go to a dashboard; Click on Manage dashboard menu on the top navigation bar; Select View JSON from the dropdown menu; JSON fields. JSON is often used to serialize and transfer data over a network connection, for example between the web server and a web application. The endpoints are described in the Services section. Both JSON and XML can be used to receive data from a web server. This type is a specialization of the Core-level types. If defined, it specifies which nbconvert output format is the intended target for the raw cell. The JSON serializer is a good choice when the JSON you are reading or writing maps closely to a. Metadata Fields; Basic Example. Options File Tab. How to use: Tools menu-> JSON to C#-> Paste your Json data -> Generate. JavaScript Object Notation (JSON) pronounced as "Jason" is the de facto standard for data interchange on the web these days. In addition, you can use intrinsic functions (such as GetAtt and Ref), parameters, and pseudo parameters within the Metadata attribute to add those interpreted values. {"id":"https://schema. Note that if your package. Also it provides intellisense for building the resource template and some helpers / functions to easily author the resource template. JsonObject") loo_Json. RESTful applications use HTTP requests to POST (create), PUT (create and/or update), GET (e. To do this, the application calls the createReplica operation as follows: Create Replica. Freaking fast Everything is asynchronously cached for a super-fast response. The JSON bindings file can be used in place of, or in combination with, an XML bindings file. JSON Data Source Overview JSON stands for J ava S cript O bject N otation and represents an open standard text format used to transmit data across the network. JSON (none_as_null=False, astext_type=None) ¶ Bases: sqlalchemy. JSON or XML is recommended when concrete classes cannot be chosen or configured at compile-time. The JSON API spec allows these linkages to be described in resource relationships in multiple ways - either through a links, data or meta value, or a combination of all three. I can reference other fields by their Internal names but how would I go about grabbing that MMD value?. Jira versions 8. metadata=full odata. algonquindesign. jq Manual (development version) For released versions, see jq 1. jade" : { … }, for example, will throw an error. 4 pics 1 word pokies music direct Employees and value government, turned the and and nationwide disclosure, those revenues the employees all bottom-up receivables. is an international standard used by many other government data portals. Like JSON, BSON sup­ports the em­bed­ding of doc­u­ments and ar­rays with­in oth­er doc­u­ments and ar­rays. The deviceId is a unique identifier for a U2F device model, which can be used to update previously identified devices if the metadata changes. Analyze your JSON string as you type with an online Javascript parser, featuring tree view and syntax highlighting. The link below contains examples that you can copy, paste, and edit for your scenarios. Run following NPM command to install JSON-server package:. Any subsequent upload or action that generates metadata will cause the existing metadata. json schema. As you can see in above example, for json pretty print we have to pass an extra variable ‘indent’ to the json dumps function. 4) Twitter Example Use MOXy to process JSON returned from a Twitter query. Contains business data including location data, attributes, and categories. gov doesn't just catalog raw data, it also includes APIs from across government. This includes: component. JSON Schema is a powerful way to describe your JSON data format. Schema JSON-LD Markup Example for a Restaurant using the WPSSO PLM add-on to manage the Place / Location information (address, geo coordinates, business hours – daily and seasonal, restaurant menu URL, accepts reservations, etc. Columns are included to store an auto-generated version, last-modified timestamp, and creation-time. A really basic example of how to send a JSON-like response using Flask is shown below: Inside this block, the Meta class defines some metadata. Welcome to Quandl. I'll be covering how to edit and create meta fields using the API, and how to search for them. 63 or later. DatabaseMetaData interface you can obtain meta data about the database you have connected to. Relationships. AJAX JSON Example. It is based in a cube model that arises from the evidence that the most common form of data dissemination is the tabular form. JSONLint is a validator and reformatter for JSON, a lightweight data-interchange format. Why JSON? We believe that the strengths of the JSON format makes it a good fit for resumes. JSON-LD Playground Play around with JSON-LD markup by typing out some JSON below and seeing what gets generated from it at the bottom of the page. JSON for important tips regarding treatment of NULL values and ORM use. {"widget": { "debug": "on", "window": { "title": "Sample Konfabulator Widget", "name": "main_window", "width": 500, "height": 500 }, "image": { "src": "Images/Sun. There are a lot of builtin filters for extracting a particular field of an object, or converting a number to a string, or various other standard. Note: This example requires Chilkat v9. This blog post provides you with an sample round trip example (create - read - update - delete) using ByD OData services for product business objects. News API is a simple and easy-to-use API that returns JSON metadata for headlines and articles live all over the web right now. Download java-json. Below is an example JSON bindings file, as well as its XML equivalent: bindings. Json for updating meta-data but none worked. This often includes things like links to the resource or related resources, or meta data about the resource itself. MarkLogic Server Table of Contents MarkLogic 10—May, 2019 REST Application Developer’s Guide—Page 5 4. Examples are associated with XML, MySQL, MongoDB and APIs to add more value. JsonObject") loo_Json. When serving HAL over HTTP, the Content-Type of the response should contain the relevant media type name. The JSON metadata in the request body defines a collection name (interesting) and a property (my-property). It is easy for humans to read and write. Confluence REST API Documentation. JSON is a way to encode data structures like lists and dictionaries to strings that ensures that they are easily readable by machines. This guide has been created to provide a quick and easy way of generating different types of rich snippets for your website, using a combination of Schema. json) in a Common Data Model folder describes the data in the folder, metadata and location, as well as how the file was generated and by which data producer. JSON is similar to XML as both are text-based data interchange formats. Swagger offers the most powerful and easiest to use tools to take full advantage of the OpenAPI Specification. The fields of the objects are the job title and salary range. &;;;? Make sure ISJSON is placed before JSON_VALUE to allow boolean shortcut evaluation i. Defining general properties In the wizard, fill in the general information in the relevant fields to identify the JSON file metadata, including Name , Purpose and Description. This article also covers creating Excel from SOAP XML Web Service so read full article to learn about SOAP API Export. Because the structured data labels each individual element of the recipe, users can search for your recipe by ingredient, calorie count, cook time, and so on. json file is already created and contains the information you provided during the module creation interview. Which seems somewhat plausible, but we don't really know since there's not really any JSON feeds in the wild. #Standards compliance. Tableau flattens the data using this inferred schema. I’ve set out to show how you can run all manner of checks before importing some JSON into SQL Server, such as ensuring that the JSON metadata is what you expect, finding out the full paths of the information you want, or checking that the values are valid for your datatypes and within range. The root package is the package defined by the composer. json The file dxworkflow. Your task must have metadata to be published and shared on the Forge. NET allow you to write custom logic when serializing or deserializing JSON. The JSON is treated as case sensitive so the following returns NULL on the valid JSON example because the Name key has a lower case n… SELECT JSON_VALUE(@json, '$. Because template strings may reference any config properties, configuration data like filepaths and file lists may be specified this way to reduce repetition. 3 Options All the numerical options, if not specified otherwise, accept a string representing a number as input, which may be followed by one of the SI unit prefixes, for example: ’K’, ’M. Using the class we can serialize an object into JSON data and deserialize JSON data into an object. If this catalog metadata does not exist, a box file. While it would be possible to provide metadata in JSON, for example by turning an entity into an object, then adding the metadata as items in the object, this is not as clean as the XML method. jasperreports. Below is an example JSON bindings file, as well as its XML equivalent: bindings. If you create a UserRepository, the password field would normally have been exported, which is not good. So far our JSON schema has been wholly self contained. Existing entities and datafiles to which this model. In this example, I am connecting to Twitters public timeline JSON url. It relies on a stateless, client-server, cacheable communications. Each metadata array element contains a mandatory key and value along with an optional language BCP-47 string. Linq namespace and here the details). It shows your data side by side in a clear, editable treeview and in a code editor. The metadata. org page by changing its output mode to use JSON. Following are the metadata properties defined at element level, that are taken into account by the JSON metadata exporter: net. json file in a directory indicates that the directory is the root of a TypeScript project. One of the goals of shifter was to remove the need for duplicating Loader meta-data. Additional Output Fields Tab. Jump to navigation Jump to search. JSON-Schema is the standard of JSON documents that describes the structure and the requirements of your JSON data. For example, escaping a slash (/) with a backslash (\) is valid in JSON, but was not valid in YAML. that age is a number), and would need something like a schema to encode the same information as the JSON example above does as is. So, it is evident that we need to load JSON files into the database for analysis and reporting. Issuing JSON claims is a feature that is only supported on Windows Server 2016 and above. This guide has been created to provide a quick and easy way of generating different types of rich snippets for your website, using a combination of Schema. There are some websites for which it is impossible to write a traditional Plex metadata agent — for example, those that:. json file is already created and contains the information you provided during the module creation interview. All metadata fields are optional. For example, when looking at the source code of a webpage on Apple's website, I notice three JSON-LD script elements representing three different statements: one covering product information (Offer), one covering the company (Organization), and another covering the. In addition to gRPC APIs TensorFlow ModelServer also supports RESTful APIs. JSON is a text format that is language independent, but uses conventions that are familiar to programmers of the C-family of languages (C, C++, JavaScript, and so on). MongoDB, for example, can use JSON Schema to validate a collection. In JSON, array values must be of type string, number, object, array, boolean or null. JSON Editor is an open source project, which is a schema-aware editor for JSON document including JSON schema. Example for JSON data: Create and load a time series with JSON documents These examples show how to create, load, and query a time series that stores JSON data. JavaScript Object Notation (JSON) pronounced as "Jason" is the de facto standard for data interchange on the web these days. I begin with a PowerApp trigger then my action initialise variable, then Parse JSON, SharePoint Create File, Update file Properties. Manage labels on objects. Although the same media type is used for both request and response documents, certain aspects are only applicable to one or the other. JSON Content Importer – API- and Webservice-Connector – Powerful and Simple JSON-Import Plugin: Use a templateengine to display the data from an JSON-Feed. Examples are associated with XML, MySQL, MongoDB and APIs to add more value. validate-schema -d -s meta. It can tell you the dimensions of your image, DPI, camera EXIF data, and more—and each piece of data is a signal you can use with imgix to display your images to their best advantage with the JSON Output Format (fm=json). The JSON Input step extracts relevant portions out of JSON structures, files or incoming fields, and outputs rows. Jenkins Request for Comments: 8621 Fastmail Updates: 5788 C. It allows us to specify the number of special primitives to describe exactly what a valid JSON Object will look like. The json-ld script tag cannot be loaded asynchronously. CodeProjectWCF makes it very easy to expose JSON data over a RESTful interface, as long as you are aware of a couple of “gotchas” in advance. New - Convert JSON to Javascript assignment statements. how to manage memory with json-c, i have tried it on iphone and instruments show it is leaking all over the place?. In the preceding example, we prevent that from happening by applying Jackson’s @JsonIgnore on the password field. This metadata is "stored" in virtual columns that can be: Queried using a standard SELECT statement. This example replaces multiple types of metadata on the document with URI /xml/example. I begin with a PowerApp trigger then my action initialise variable, then Parse JSON, SharePoint Create File, Update file Properties. JSON is used to transmit data between a server and a browser. json or project. For instance, you can see what tables are defined in the database, and what columns each table has, whether given features are supported etc. arXiv:1608. From Two-Factor Authentication ASPTOKEN to Bulk SMS, anything you can possibly think of can be implemented with the ASPSMS JSON interface. Here’s an example using the ‘average_review’ and ‘count_review’ post meta. The JSON metadata in the request body defines a collection name (interesting) and a property (my-property). json file contains nova-specific information, while the network_data. Below is an example JSON bindings file, as well as its XML equivalent: bindings. RESTful applications use HTTP requests to POST (create), PUT (create and/or update), GET (e. This blog post provides you with an sample round trip example (create - read - update - delete) using ByD OData services for product business objects. Metadata Fields; Basic Example. It provides a tree view to present the structure of JSON document, user could manipulate the JSON from context menu. Online tool to convert your CSV or TSV formatted data to JSON. For this example we introduce a new JSON Schema resource and for both properties therein: We use the minimum validation keyword noted earlier. how to manage memory with json-c, i have tried it on iphone and instruments show it is leaking all over the place?. JSON-LD Examples! This site is meant as a guidance on how you can implement markups from Schema. xml by specifying multiple category parameters. Metadata from the OpenStack API is distributed in JSON format. 3 Options All the numerical options, if not specified otherwise, accept a string representing a number as input, which may be followed by one of the SI unit prefixes, for example: ’K’, ’M. JSON-LD JSON-LD is a lightweight Linked Data format. To check out more about JSON Light, head over to the Microsoft OData JSON spec document. For example: { “alg”: “HS256”, “typ”: “JWT” }. Confluence's REST APIs provide access to resources (data entities) via URI paths. For example, when looking at the source code of a webpage on Apple's website, I notice three JSON-LD script elements representing three different statements: one covering product information (Offer), one covering the company (Organization), and another covering the. Json for updating meta-data but none worked. Your methods will be the standard HTTP methods like GET, PUT, POST and DELETE. This is especially important if you want to list…. Each User Type has an associated Schema. 4 and later. The JSON example by default is assuming the JSON is well formed. One of the goals of shifter was to remove the need for duplicating Loader meta-data. Below is an example JSON bindings file, as well as its XML equivalent: bindings. Instead of just writing the JSON code as examples, we thought that it would be of more value to you if we co-relate the examples with those. JSON is used to transmit data between a server and a browser. Hello {# Comment} There. It is created with attributes in different namespaces and contains, for example, the app ID, the version, the data sources used, along with the required components and libraries. The program that receives the JSON would read it as an object, when in fact it is not one. It can tell you the dimensions of your image, DPI, camera EXIF data, and more—and each piece of data is a signal you can use with imgix to display your images to their best advantage with the JSON Output Format (fm=json). MetadataPropertyHandling set to ReadAhead so that metadata properties do not need to be at the start of an object. After the query runs, you can use the Field Browser to choose the fields you’d like to display. json file contains information retrieved from neutron. I hope by now you have pretty good understanding of what metadata is. Google Maps Geocode Example Use MOXy to process JSON returned from a Google Maps query. You can make any item's details page output JSON by switching "/details/" to "/metadata/". This class contains derivatives of IPTC rNews properties. It assists in rapid prototype, verification, testing and documentation of OData APIs including OData services provided by SAP NW Gateway, Microsoft Azure Marketplace, Office-365, SuccessFactors, SAP HANA etc. Be aware that there may be more than one JSON-LD metadata statement available. If you create a UserRepository, the password field would normally have been exported, which is not good. See the JSON Sources for more information. The following are code examples for showing how to use json. This applies to writing predicates with arguments. /metadata/delete. Timestamp Metadata (timestamp. CodeProjectWCF makes it very easy to expose JSON data over a RESTful interface, as long as you are aware of a couple of "gotchas" in advance. It relies on a stateless, client-server, cacheable communications. EmitCompact = 0 // Make sure it was a success response, and that we really have metadata. Many developers use JSON to pass AJAX updates between the client and the server. Go to start of metadata. When @format("Hello, %s") is called, it adds a metadata entry for the property using the Reflect. This way we can work with the data as JavaScript objects, with no complicated parsing and translations. All PROC JSON default options are enabled. The JSON output from different Server APIs can range from simple to highly nested and complex. This type is a specialization of the Core-level types. The response is multipart data, with one part containing the metadata and one part containing the document. Front matter allows you to keep metadata attached to an instance of a content type—i. The JSON bindings file can be used in place of, or in combination with, an XML bindings file. JSON-LD Playground Play around with JSON-LD markup by typing out some JSON below and seeing what gets generated from it at the bottom of the page. The composition of this object depends on the request type or verb. XOData is a generic OData API/Service visualizer and explorer. meta-left} and {. Specify task metadata in a JSON file with the naming convention. read_json(). In this tutorial you'll learn how to read and write JSON-encoded data using Python. In this example, I am connecting to Twitters public timeline JSON url. A feature of Jitterbit Design Studio gives you access to the JSON (the metadata being sent to Salesforce) so that you can override the metadata and set it appropriately. For example, using jq, you could pull out the ImageID from the first item of the Instances array as follows: jq '. json into the grunt config. Your Puppet modules should always contain a metadata. But just a few moments ago, I found the JSON. The original JSON version is an unworkable monstrosity, and the "clean" version would've just been lipstick on a pig because at the end of the day, it is still a literal JSON translation of an XML schema!. Json output step allows to generate json blocks based on input step values. MetadataPropertyHandling set to ReadAhead so that metadata properties do not need to be at the start of an object. When serving via JSON, Cloud Storage sets the cache-control of the response to no-cache for any object that is not anonymously accessible, regardless of the metadata settings for the object. Hi Sreehari, As per SAP releases Odata metadata is not supports JSON,It supports only XML. xml file is used to set the name of the brand package that we want to see in the Reporting Services web portal. Learn all about the Fetch API, the modern approach to asynchronous network requests which uses Promises as a building block. json and instance-data-sensitive. Working with JPA. A multi-faceted language for the Java platform. With Apache Spark you can easily read semi-structured files like JSON, CSV using standard library and XML files with spark-xml package. loo_Json = create oleobject li_rc = loo_Json. Caution: If you run firebase init again and select Hosting, the command will overwrite the hosting section of the firebase. Simon Black – Cyprus STILL has “an emergency situation”. I'm trying to deserialize a JSON response into a list, so that eventually I can iterate through the list and create new contacts from the response. All Firebase Realtime Database data is stored as JSON objects. In this section we provide the correct use and syntax of these keywords. JSON is similar to XML as both are text-based data interchange formats. org and either Microdata or the recently endorsed JSON-LD. "search_metadata" is a property of "timeline" and is of type object. This article discusses the key features of JSON and XML and the similarities and differences between them. skinnable=true. Also it provides intellisense for building the resource template and some helpers / functions to easily author the resource template. The bindings file contains the same information as the JAXB annotations. The bundle could contain a mix of different types ( Customer, Order, OrderDetail) and different operations (add, update, delete). JSON-LD JSON-LD is a lightweight Linked Data format. This Tutorial shows how to use the Apache Olingo Library for CRUD operations on an OData Service. NULL is returned if the json cannot be decoded or if the encoded data is deeper than the recursion limit. JSON or XML is recommended when concrete classes cannot be chosen or configured at compile-time. Typically, Request objects are generated in the spiders and pass across the system until they reach the Downloader, which executes the request and returns a Response object which travels back to the spider that issued the request. JSON - DataTypes - JSON format supports the following data types −. If this catalog metadata does not exist, a box file. Below is an example JSON bindings file, as well as its XML equivalent: bindings. There're some metadata file examples:. json is a direction to the entry point to the module that the package. The web app manifest is a JSON file that gives you the ability to control how your web app or site appears to the user in areas where they would expect to see native apps (for example, a device's home screen), direct what the user can launch, and define its appearance at launch. In most of the cases it fine just to return the data object, but in some cases, f. If defined, it specifies which nbconvert output format is the intended target for the raw cell. added type property to metadata. As you can see in above example, for json pretty print we have to pass an extra variable ‘indent’ to the json dumps function. We can also convert any JSON received from the server into JavaScript objects. Step 2 : Get the Safety Ratings for the selected variant Now that you have the VehicleId of the precise model that you to look up, go ahead and make the request to get the Safety Ratings for the required vehicle variant by passing in the VehicleId. Dashboard metadata includes dashboard properties, metadata from panels, template variables, panel queries, etc. Schema JSON-LD Markup Example for a Restaurant using the WPSSO PLM add-on to manage the Place / Location information (address, geo coordinates, business hours – daily and seasonal, restaurant menu URL, accepts reservations, etc. The latest meta-schema is 2019-09. It can tell you the dimensions of your image, DPI, camera EXIF data, and more—and each piece of data is a signal you can use with imgix to display your images to their best advantage with the JSON Output Format (fm=json). This is useful for several reasons: converting biom format tables to tab-delimited tables for easy viewing in programs such as Excel. json) Signed by: Timestamp role. json contains "flat": true and other packages depend on yours (e. Like JSON, BSON sup­ports the em­bed­ding of doc­u­ments and ar­rays with­in oth­er doc­u­ments and ar­rays. 16 Converting Objects to and from JSON Documents. Example 19-4 Using JSON_ARRAY to Construct a JSON Array. Take global metadata for example, you can set globalMetadataFiles in docfx. JSON Schema is a declarative language for validating the format and structure of a JSON Object. The Department of Justice is proposing to amend regulations that require DNA-sample collection from individuals who are arrested, facing charges, or convicted, and from non-United States persons who are detained under the authority of the United States. a Microsoft EDMX (CSDL) document serialized as JSON. The JSON-stat format is a simple lightweight JSON format for data dissemination. General-purpose meta-schemas. The main difference between instance metadata types can be the contained entity types. json file is already created and contains the information you provided during the module creation interview. But working with JSON can be challenging so I've put together this post to help guide others through the process. JSON Hyper-Schema further extends this format with links and gives you a way describe your API. name') AS CustomerName; If we look at the valid JSON example we can see that the Address key has a JSON object as it’s value. The JSON Input step extracts relevant portions out of JSON structures, files or incoming fields, and outputs rows. If the CPAN_META_JSON_BACKEND environment variable exists, this is expected to be the name of a loadable module that provides the JSON API, since downstream code expects to be able to call new on this class. Welcome to Quandl. Metadata added on the tests themselves are represented by an array. You can directly input a URL into the editor and JSONLint will scrape it for JSON and parse it. Submitted Data Types and File Formats. It provides complete structural validation and can be used for things like validation of incoming requests. Struc­tured data allows you to tell search engines con­tex­tu­al infor­ma­tion about what is on your web pages, rather than leav­ing it up to them to guess. The deviceId is a unique identifier for a U2F device model, which can be used to update previously identified devices if the metadata changes. Where its uploaded will define how the widget on the metadata schema needs to be configured. When represented in JSON, the reference or keyword is given as a JSON string with no additional surrounding spaces or symbols. Offline - resources that exist only as physical objects and do not have URLs that describes how to order the resources Portal - homepages that are the entrance to a large complex web sites holding a variety of related resources hosted by a single or group of related organizations. By default, JSON::PP will be used for deserializing JSON data. The bundle could contain a mix of different types ( Customer, Order, OrderDetail) and different operations (add, update, delete). You'll find comprehensive guides and documentation to help you start working with Quandl as quickly as possible, as well as support if you get stuck. NET allow you to write custom logic when serializing or deserializing JSON. Json which is available in assembly System. :::연일엔지니어링:::. Validating Data With JSON-Schema, Part 2 When you're dealing with complex and structured data, you need to determine whether the data is valid or not. View Formatting: SharePoint Online Modern Experience View formatting does not supports Pagination as. Create Dummy Database using JSON Server. If you create a UserRepository, the password field would normally have been exported, which is not good. Therefore it contains the Explaining the Client section which explains how to implement the CRUD operations based on sample code and a Client Quickstart Guide which give a step by step guide to create a sample and server to see both together in action. For example, if you were working with the above example metadata within a Rule or via a call to the Management API, you could reference specific items from the data set as follows:. Jupyter (né IPython) notebook files are simple JSON documents, containing text, source code, rich media output, and metadata. Also, you could try reading the exiftool application documentation. JSON Metadata Agent for Plex. Configuration in JSON/XML is not a feature-for-feature. xml by specifying multiple category parameters. There're some metadata file examples:. Internet Engineering Task Force (IETF) N. Why? Not all metadata is easily accessed online via an HTML web page. We can do the same thing for our variant except for hyper-schema:. each segment of the document is stored in a cell. In the world of API craft, no area is more hotly discussed than design. This is especially important if you want to list…. The device object provides metadata for a U2F device model. For example, the JSON encoding does not distinguish between int and long, float and double, records and maps, enums and strings, etc. The objective of this page is to build a comprehensive list of open source C++ libraries, so that when one needs an implementation of particular functionality, one needn't to waste time searching on web (DuckDuckGo, Google, Bing etc. See API and Options for more details. , it's a project directory). json file, one can import the file into Catalog Generator, adjust the metadata as needed and export the results again as the appropriately formatted JSON file. Interacting with JSON from JavaScript is extremely seamless. We start this example by creating a WCF Service Library project:. Metadata is a powerful tool when working with images. /metadata/delete. If you need to return additional meta data about a resource, include it in your toArray method. 16 Converting Objects to and from JSON Documents. #Standards compliance. Why JSON? We believe that the strengths of the JSON format makes it a good fit for resumes. This is similar to the tags used by XML. range of applications. Finally, you select the file you want to work with: Get Quotes. Lastly, how to configure the widget. The format is easily interchangeable with python dictionaries can also be easily 'piped' to other bioinformatic pipelines regardless of programming language used.