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Avro

Avro implementation for Julia

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Avro.jl

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The Julia implementation of the Apache Avro 1.8.1 specification.

Currently, we support the following features:

  • Parsing schemas from JSON specifications in .avsc
  • Reading from and writing to Avro container files
  • Generic implementation for instances of Avro values

User Schema

Consider a simple schema for users.

{
    "namespace": "example.avro",
    "type": "record",
    "name": "User",
    "fields": [
        {"name": "name", "type": "string"},
        {"name": "favorite_number",  "type": ["null", "int"]},
        {"name": "favorite_color", "type": ["null", "string"]}
    ]
}

We use this schema in the examples below.

Writing to an Avro File

using Avro
using Avro.Generic

schema_filename = "user.avsc"
output_filename = "users.avro"
output = open(output_filename, "w")

# Parse the schema
schema = open(schema_filename, "r") do file
    Avro.Schemas.parse(readstring(file))
end

users = [
    GenericRecord(schema, ["bob", Int32(1), "blue"])
    GenericRecord(schema, ["alice", Int32(2), "red"])
]

# Write objects
file_writer = DataFile.Writers.wrap(schema, output)
for user in users
    DataFile.write(file_writer, user)
end
DataFile.close(file_writer)

Reading from an Avro File

using Avro

input_filename = "users.avro"
input = open(input_filename, "r")

# Read the objects
for record in DataFile.Readers.wrap(input)
    println(record)
end

TODO

  • Schema validation
  • Schema default values
  • Code generation from schemas

First Commit

05/31/2016

Last Touched

7 months ago

Commits

114 commits

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