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Ballerina CSV Data Library

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The Ballerina CSV Data Library is a comprehensive toolkit designed to facilitate the handling and manipulation of CSV data within Ballerina applications. It streamlines the process of converting CSV data to native Ballerina data types, enabling developers to work with CSV content seamlessly and efficiently.

Features

Usage

Converting CSV string to a record array

To convert a CSV string into a record array value, you can use the parseString function from the library. The following example demonstrates how to transform a CSV document into an array of records.

import ballerina/data.csv;
import ballerina/io;

type Book record {
    string name;
    string author;
    int year;
};

public function main() returns error? {
    string csvString = string `name,author,year
                               Clean Code,Robert C. Martin,2008
                               The Pragmatic Programmer,Andrew Hunt and David Thomas,1999`;

    Book[] books = check csv:parseString(csvString);
    foreach var book in books {
        io:println(book);
    }
}

Converting external CSV document to a record value

For transforming CSV content from an external source into a record value, the parseString, parseBytes and parseStream functions can be used. This external source can be in the form of a string or a byte array/byte block stream that houses the CSV data. This is commonly extracted from files or network sockets. The example below demonstrates the conversion of an CSV value from an external source into a record value.

import ballerina/data.csv;
import ballerina/io;

type Book record {
    string name;
    string author;
    int year;
};

public function main() returns error? {
    // Read the CSV content as a string
    string csvContent = check io:fileReadString("path/to/file.csv");
    Book[] book = check csv:parseString(csvContent);
    io:println(book);

    // Read the CSV content as a stream
    stream<byte[], io:Error?> csvStream = check io:fileReadBlocksAsStream("path/to/file.csv");
    Book[] book2 = check csv:parseStream(csvStream);
    io:println(book2);
}

Make sure to handle possible errors that may arise during the file reading or CSV to record/array conversion process. The check keyword is utilized to handle these errors, but more sophisticated error handling can be implemented as per your requirements.

CSV to record array/anydata array of array representation

The CSV Object can be represented as a value of type record/map array or string array of array in Ballerina, which facilitates a structured and type-safe approach to handling CSV data. The conversion of CSV data to subtype of record array or anydata array of array representation is a fundamental feature of the library.

import ballerina/data.csv;
import ballerina/io;

type Book record {
    string name;
    int year;
};

public function main() returns error? {
    string[][] bookArray = [["Clean Code","2008"],["Clean Architecture","2017"]];
    Book[] bookRecords = [{name: "Clean Code", year: 2008}, {name: "Clean Architecture", year: 2017}];

    // Parse and output a record array from a source of string array of arrays.
    Book[] books = check csv:parseList(bookArray, {customHeaders: ["name", "year"]});
    io:println(books);

    // Parse and output a tuple array from a source of string array of arrays.
    [string, int][] books2 = check csv:parseList(bookArray, {customHeaders: ["name", "year"]});
    io:println(books2);

    // Transform CSV records to a string array of arrays.
    [string, int][] books3 = check csv:transform(bookRecords);
    io:println(books3);
}

Controlling the CSV value to record array conversion

The library allows for selective conversion of CSV into closed record arrays. This is beneficial when the CSV data contains headers that are not necessary to be transformed into record fields.

import ballerina/data.csv;
import ballerina/io;

type Book record {|
    string name;
    string author;
|};

public function main() returns error? {
    record {}[] csvContent = [{
        "name": "Clean Code",
        "author": "Robert C. Martin",
        "year": 2008,
        "publisher": "Prentice Hall"
    }, {
        "name": "The Pragmatic Programmer",
        "author": "Andrew Hunt and David Thomas",
        "year": 1999,
        "publisher": "Addison-Wesley"
    }];

    // The CSV data above contains publisher and year fields which are not 
    // required to be converted into a record field.
    Book[] book = check csv:transform(csvContent);
    io:println(book);
}

However, if the rest field is utilized (or if the record type is defined as an open record), all members in the CSV data will be transformed into record fields:

type Book record {
    string name;
    string author;
}

In this instance, all other CSV header values, such as year and publisher will be transformed into anydata-typed fields with the corresponding CSV header as the key-value pair.

This behavior extends to arrays as well.

The process of projecting CSV data into a record supports various use cases, including the filtering out of unnecessary members. This functionality is anticipated to be enhanced in the future to accommodate more complex scenarios, such as filtering values based on regular expressions, among others.

Issues and projects

Issues and Projects tabs are disabled for this repository as this is part of the Ballerina library. To report bugs, request new features, start new discussions, view project boards, etc. please visit Ballerina library parent repository.

This repository only contains the source code for the package.

Building from the source

Set up the prerequisites

  1. Download and install Java SE Development Kit (JDK) version 21 (from one of the following locations).

  2. Export your GitHub personal access token with the read package permissions as follows.

     export packageUser=<Username>
 export packagePAT=<Personal access token>

Building the source

Execute the commands below to build from source.

  1. To build the library:

     ./gradlew clean build

  2. Publish ZIP artifact to the local .m2 repository:

     ./gradlew clean build publishToMavenLocal

  3. Publish the generated artifacts to the local Ballerina central repository:

     ./gradlew clean build -PpublishToLocalCentral=true

  4. Publish the generated artifacts to the Ballerina central repository:

     ./gradlew clean build -PpublishToCentral=true

Contributing to Ballerina

As an open source project, Ballerina welcomes contributions from the community.

For more information, go to the contribution guidelines.

Code of conduct

All contributors are encouraged to read the Ballerina code of conduct.

Useful links