Serializing data with Avro in node js

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借酒劲吻你
借酒劲吻你 2021-02-08 04:14

I would like to serialize data from a JSON object and send it throught the network with kafka as an end. Now I have an avro schema in a file, that determinate the fields necessa

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  •  伪装坚强ぢ
    2021-02-08 04:22

    Here is an example of what we are doing for a similar use case where we send Avro records to another queue (Amazon Kinesis), adapted to your schema. We are using it with node-avro-io 0.2.0 and stream-to-arry 2.0.2.

    var avro = require('node-avro-io');
    var toArray = require('stream-to-array');
    var schema = {
        "namespace": "com.company.wr.messages",
        "type": "record",
        "name": "Log",
        "fields": [
            {"name": "timestamp", "type": "long"},
            {"name": "source", "type": "string"},
            {"name": "version", "type": "string"},
            {"name": "ipAddress", "type": "string"},
            {"name": "name", "type": "string"},
            {"name": "level", "type": "string"},
            {"name": "errorCode", "type": "string"},
            {"name": "message", "type": "string"}
        ]
    };
    var writer = new avro.DataFile.Writer(schema, "snappy");
    toArray(writer, function(err, arr) {
        var dataBuffer = Buffer.concat(arr);
        // Send dataBuffer to Kafka here
    });
    var record = {
        "timestamp": 123,
        "source": "example.com",
        "version": "HTTP 1.1",
        "ipAddress": "123.123.123.123",
        "name": "Jim",
        "level": "INFO",
        "errorCode": "200",
        "message": "foo"
    };
    writer.append(record).end();
    

    The examples for node-avro-io, at the time of writing, are for serializing/deserializing Avro files on the filesystem. This example uses the stream-to-array package as a shortcut to getting a Buffer out of the stream-based node-avro-io package. The Buffer can be sent to your queue as the message in your Kafka producer.

    Some other node.js packages, such as avronode and Collective's node-avro, are wrappers for the C++ library. I did not have as much success with these packages. Here's a tl:dr for node-avro's Avro C++ library installation instructions (building a .deb package for it). It may help with any C++ wrapper package.

    sudo apt-get install -y libboost-all-dev cmake checkinstall
    ssh clone git@github.com:apache/avro.git
    cd avro
    git checkout release-1.7.7
    cd lang/c++
    cmake -G "Unix Makefiles"
    sudo checkinstall -y \
        --install=no \
        --pkgname="avro-cpp" \
        --pkgrelease="1.7.7" \
        --maintainer="me@example.com" \
        --addso=yes
    

    For Collective's node-avro, I had to remove the export CXXFLAGS="-fcxx-exceptions" line from the bin/install-and-run-tests script on Ubuntu 14.04.

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