gogen-avro

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Published: Jul 29, 2024 License: MIT

README

gogen-avro

Build Status MIT licensed Version 5.2.0

Generate Go structures and serializer / deserializer methods from Avro schemas. Generated serializers/deserializers are 2-8x faster than goavro, and you get compile-time safety for getting and setting fields.

Installation

gogen-avro is a tool which you install on your system (usually on your GOPATH), and run as part of your build process. To install gogen-avro to $GOPATH/bin/, first download the repository:

go get -d github.com/ParspooyeshFanavar/gogen-avro

Then run:

go install github.com/ParspooyeshFanavar/gogen-avro/gogen-avro

Or download and install a fixed release from gopkg.in:

go get -d gopkg.in/ParspooyeshFanavar/gogen-avro.v5
go install gopkg.in/ParspooyeshFanavar/gogen-avro.v5/gogen-avro
Usage

To generate Go source files from one or more Avro schema files, run:

gogen-avro [--package=<package name>] [--containers] <output directory> <avro schema files>

You can also use a go:generate directive in a source file (example):

//go:generate $GOPATH/bin/gogen-avro . primitives.avsc

Note: If you want to parse multiple .avsc files into a single Go package (a single folder), make sure you put them all in one line. gogen-avro produces a file, primitive.go, that will be overwritten if you run it multiple times with different .avsc files and the same output folder.

For each record in the provided schemas, gogen-avro will produce a struct, and the following methods:

  • New<RecordType>() - a constructor to create a new record struct with the default values from the Avro schema
  • <RecordType>.Serialize(io.Writer) - a method to encode the contents of the struct into the given io.Writer
  • Deserialize<RecordType>(io.Reader) - a method to read a struct from the given io.Reader

Passing the --containers flag also generates a method New<RecordType>Writer(w io.Writer, codec Codec, batchSize int) for each record type. This is a convenience method to generate a new container writer.

The containers flag is disabled by default, because the generated files have to import the containers package.

Container File Support

gogen-avro generates a struct definition for each record type defined in the supplied schemas. The WriteRecord method in container.Writer accepts an AvroRecord, an interface implemented by every generated record struct.

To create a new container.Writer, you can specify the schema manually in container.NewWriter, or you can use the --containers flag to generate methods for each record type.

An example of how to write a container file can be found in example/container/example.go.

Experimental: gogen-avro now supports unpacking Object Container Files. There's a container.Reader which will unpack the OCF framing and feed the records into a generated struct deserializer. This should only be used when you're 100% sure the reader and writer schemas are identical - you may see panics, corrupt or incomplete data when reading with a different schema than the writer.

Godocs for the container package

Example

The example directory contains simple example projects with an Avro schema. Once you've installed gogen-avro on your GOPATH, you can install the example projects:

# Build the Go source files from the Avro schema using the generate directive
go generate github.com/ParspooyeshFanavar/gogen-avro/example

# Install the example projects on the gopath
go install github.com/ParspooyeshFanavar/gogen-avro/example/record
go install github.com/ParspooyeshFanavar/gogen-avro/example/container
Naming

Gogen-avro converts field and type names to be valid, public Go names by following a few simple steps:

  • removing leading underscore characters (_)
  • upper-casing the first letter of the name

This minimizes the risk that two fields with different Avro names will have the same Go name.

Gogen-avro respects namespaces and aliases when resolving type names. However, generated files will all be placed directly into the package specified by the user. This may cause issues in rare cases where two types have different namespaces but the same name.

Type Conversion

Gogen-avro produces a Go struct which reflects the structure of your Avro schema. Most Go types map neatly onto Avro types:

Avro Type Go Type Notes
null interface{} This is just a placeholder, nothing is encoded/decoded
boolean bool
int, long int32,int64
float, double float32, float64
bytes []byte
string string
enum custom type Generates a type with a constant for each symbol
array []
map map[string]
fixed []byte Fixed fields are given a custom type, which is an alias for an appropriately sized byte array
union custom type Unions are handled as a struct with one field per possible type, and an enum field to dictate which field to read

union is more complicated than primitive types. We generate a struct and enum whose name is uniquely determined by the types in the union. For a field whose type is ["null", "int"] we generate the following:

type UnionNullInt struct {
	// All the possible types the union could take on
	Null               interface{}
	Int                int32
	// Which field actually has data in it - defaults to the first type in the list, "null"
	UnionType          UnionNullTypeEnum
}

type UnionNullIntTypeEnum int

const (
	UnionNullIntTypeEnumNull            UnionNullIntTypeEnum = 0
	UnionNullIntTypeEnumInt             UnionNullIntTypeEnum = 1
)
Versioning

This tool is versioned using gopkg.in. The API is guaranteed to be stable within a release. This guarantee applies to:

  • the public members of generated structures
  • the public methods attached to generated structures
  • the command-line arguments of the tool itself

Only bugfixes will be backported to existing major releases. This means that source files generated with the same major release may differ, but they will never break your build.

4.0

  • Support for writing object container files is no longer experimental
  • container package now works with the generated code for any record type
  • Aliases and namespaces are now used properly to resolve types
  • Record structs expose a Schema method which includes metadata from the schema definition

3.0

  • Experimental support for writing object container files
  • Improved variable and type names
  • Support for custom package names as a command line argument

2.0

  • Bug fixes for arrays and maps with record members
  • Refactored internals significantly

1.0

  • Initial release
  • No longer supported - no more bugfixes are being backported
Thanks

Thanks to LinkedIn's goavro library, for providing the encoders for primitives.

Directories

Path Synopsis
Container provides a Writer which is capable of serializing gogen-avro structs and writing them in the Avro Object Container File (OCF) format
Container provides a Writer which is capable of serializing gogen-avro structs and writing them in the Avro Object Container File (OCF) format
test
alias-record/nested
Code generated by github.com/ParspooyeshFanavar/gogen-avro/v5.
Code generated by github.com/ParspooyeshFanavar/gogen-avro/v5.

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