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Support for local Avro schema in CONSUMER/PRODUCER of kafka-file
Fixes jlandersen#114 Signed-off-by: azerr <[email protected]>
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,93 @@ | ||
| # Serialization | ||
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| * A PRODUCER can serialize `key/value` by declaring the proper serializer with `key-format/value-format` property. | ||
| * A CONSUMER can deserialize `key/value` by declaring the proper deserializer for `key-format/value-format` property. | ||
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| ## Basic serialization | ||
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| ### Basic serializer | ||
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| The serializers can have the following value: | ||
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| * `string`: similar serializer to the Kafka Java client [org.apache.kafka.common.serialization.StringSerializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/StringSerializer.java). By default it supports `UTF-8` encoding, but you can specify the encoding as parameter like this `string(base64)`. The valid encoding values are defined in [Node.js' buffers and character encodings](https://nodejs.org/api/buffer.html#buffer_buffers_and_character_encodings). | ||
| * `double`: similar serializer to the Kafka Java client [org.apache.kafka.common.serialization.DoubleSerializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/DoubleSerializer.java). | ||
| * `float`: similar serializer to the Kafka Java client [org.apache.kafka.common.serialization.FloatSerializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/FloatSerializer.java). | ||
| * `integer`: similar serializer to the Kafka Java client [org.apache.kafka.common.serialization.IntegerSerializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/IntegerSerializer.java). | ||
| * `long`: similar serializer to the Kafka Java client [org.apache.kafka.common.serialization.LongSerializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/LongSerializer.java). | ||
| * `short`: similar serializer to the Kafka Java client [org.apache.kafka.common.serialization.ShortSerializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/ShortSerializer.java). | ||
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| ### Basic deserializer | ||
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| The deserializers can have the following value: | ||
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| * `none`: no deserializer (ignores content). | ||
| * `string`: similar deserializer to the Kafka Java client [org.apache.kafka.common.serialization.StringDeserializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/StringDeserializer.java). By default it supports `UTF-8` encoding, but you can specify the encoding as parameter like this `string(base64)`. The valid encoding values are defined in [Node.js' buffers and character encodings](https://nodejs.org/api/buffer.html#buffer_buffers_and_character_encodings). | ||
| * `double`: similar deserializer to the Kafka Java client [org.apache.kafka.common.serialization.DoubleDeserializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/DoubleDeserializer.java). | ||
| * `float`: similar deserializer to the Kafka Java client [org.apache.kafka.common.serialization.FloatDeserializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/FloatDeserializer.java). | ||
| * `integer`: similar deserializer to the Kafka Java client [org.apache.kafka.common.serialization.IntegerDeserializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/IntegerDeserializer.java). | ||
| * `long`: similar deserializer to the Kafka Java client [org.apache.kafka.common.serialization.LongDeserializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/LongDeserializer.java). | ||
| * `short`: similar deserializer to the Kafka Java client [org.apache.kafka.common.serialization.ShortDeserializer](https://github.com/apache/kafka/blob/master/clients/src/main/java/org/apache/kafka/common/serialization/ShortDeserializer.java). | ||
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| ## Avro serialization | ||
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| Serialization can be done too with [Apache Avro Schema](http://avro.apache.org/docs/current/spec.html) with a local Avro Schema `*.avsc` | ||
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| For instance you can create an [Apache Avro](http://avro.apache.org/docs/current/spec.html) Schema `animals.avsc`: | ||
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| ```json | ||
| { | ||
| "type": "record", | ||
| "fields": [ | ||
| { | ||
| "name": "kind", | ||
| "type": { | ||
| "name": "animals_type", | ||
| "type": "enum", | ||
| "symbols": [ | ||
| "CAT", | ||
| "DOG" | ||
| ] | ||
| } | ||
| }, | ||
| { | ||
| "name": "name", | ||
| "type": "string" | ||
| } | ||
| ] | ||
| } | ||
| ``` | ||
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| and bind it with `avro(path/of/animals.avsc)` in `key-format` / `value-format`. Path is resolved following those strategies: | ||
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| * `file:///` a given file path (ex : `avro(file:///C:/path/of/animals.avsc)`. | ||
| * `/` relative path to the kafka file (ex : `avro(/path/of/animals.avsc)`. | ||
| * otherwise relative path to the workspace folder of kafka file (ex : `avro(path/of/animals.avsc)`. | ||
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| ### Avro Schema support | ||
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| `*.avsc` files benefit with completion, validation for Avro specification. | ||
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| ### Avro serializer | ||
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| You can serialize value of produced message by using the Avro schema `animals.avsc` like this: | ||
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| ``` | ||
| PRODUCER json-output | ||
| topic: topic_name | ||
| value-format: avro(animals.avsc) | ||
| {"kind": "CAT", "name": "Albert"} | ||
| ### | ||
| ``` | ||
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| ### Avro deserializer | ||
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| You can deserialize value of consummed message by using the Avro schema `animals.avsc` like this: | ||
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| ``` | ||
| CONSUMER consumer-group-id | ||
| topic: topic_name | ||
| from: earliest | ||
| value-format: avro(animals.avsc) | ||
| ``` |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,163 @@ | ||
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| { | ||
| "$schema": "http://json-schema.org/draft-06/schema#", | ||
| "title": "Avro Schema Definition", | ||
| "description": "Json-Schema definition for Avro AVSC files.", | ||
| "definitions": { | ||
| "avroSchema": { | ||
| "title": "Avro Schema", | ||
| "description": "Root Schema", | ||
| "oneOf": [ | ||
| { "$ref": "#/definitions/types" } | ||
| ] | ||
| }, | ||
| "types": { | ||
| "title": "Avro Types", | ||
| "description": "Allowed Avro types", | ||
| "oneOf": [ | ||
| { "$ref": "#/definitions/primitiveType" }, | ||
| { "$ref": "#/definitions/primitiveTypeWithMetadata" }, | ||
| { "$ref": "#/definitions/customTypeReference" }, | ||
| { "$ref": "#/definitions/avroRecord" }, | ||
| { "$ref": "#/definitions/avroEnum" }, | ||
| { "$ref": "#/definitions/avroArray" }, | ||
| { "$ref": "#/definitions/avroMap" }, | ||
| { "$ref": "#/definitions/avroFixed" }, | ||
| { "$ref": "#/definitions/avroUnion" } | ||
| ] | ||
| }, | ||
| "primitiveType": { | ||
| "title": "Primitive Type", | ||
| "description": "Basic type primitives.", | ||
| "type":"string", | ||
| "enum": [ | ||
| "null", | ||
| "boolean", | ||
| "int", | ||
| "long", | ||
| "float", | ||
| "double", | ||
| "bytes", | ||
| "string" | ||
| ] | ||
| }, | ||
| "primitiveTypeWithMetadata": { | ||
| "title": "Primitive Type With Metadata", | ||
| "description": "A primitive type with metadata attached.", | ||
| "type": "object", | ||
| "properties": { | ||
| "type": { "$ref": "#/definitions/primitiveType" } | ||
| }, | ||
| "required": ["type"] | ||
| }, | ||
| "customTypeReference": { | ||
| "title": "Custom Type", | ||
| "description": "Reference to a ComplexType", | ||
| "not": { "$ref": "#/definitions/primitiveType" }, | ||
| "type": "string", | ||
| "pattern": "^[A-Za-z_][A-Za-z0-9_]*(\\.[A-Za-z_][A-Za-z0-9_]*)*$" | ||
| }, | ||
| "avroUnion": { | ||
| "title": "Union", | ||
| "description": "A Union of types", | ||
| "type": "array", | ||
| "items": { "$ref": "#/definitions/avroSchema" }, | ||
| "minItems": 1 | ||
| }, | ||
| "avroField": { | ||
| "title": "Field", | ||
| "description": "A field within a Record", | ||
| "type": "object", | ||
| "properties": { | ||
| "name": { "$ref": "#/definitions/name" }, | ||
| "type": { "$ref": "#/definitions/types" }, | ||
| "doc": { "type": "string" }, | ||
| "default": { }, | ||
| "order": { "enum": ["ascending", "descending", "ignore"] }, | ||
| "aliases": { "type": "array", "items": { "$ref": "#/definitions/name" } } | ||
| }, | ||
| "required": ["name", "type"] | ||
| }, | ||
| "avroRecord": { | ||
| "title": "Record", | ||
| "description": "A Record", | ||
| "type": "object", | ||
| "properties": { | ||
| "type": {"type":"string", "enum": ["record"]}, | ||
| "name": { "$ref": "#/definitions/name" }, | ||
| "namespace": { "$ref": "#/definitions/namespace" }, | ||
| "doc": { "type": "string" }, | ||
| "aliases": { "type": "array", "items": { "$ref": "#/definitions/name" } }, | ||
| "fields": { "type": "array", "items": { "$ref": "#/definitions/avroField" } } | ||
| }, | ||
| "required": ["type", "name", "fields"] | ||
| }, | ||
| "avroEnum": { | ||
| "title": "Enum", | ||
| "description": "An enumeration", | ||
| "type": "object", | ||
| "properties": { | ||
| "type": {"type":"string", "enum": ["enum"]}, | ||
| "name": { "$ref": "#/definitions/name" }, | ||
| "namespace": { "$ref": "#/definitions/namespace" }, | ||
| "doc": { "type": "string" }, | ||
| "aliases": { "type": "array", "items": { "$ref": "#/definitions/name" } }, | ||
| "symbols": { "type": "array", "items": { "$ref": "#/definitions/name" } } | ||
| }, | ||
| "required": ["type", "name", "symbols"] | ||
| }, | ||
| "avroArray": { | ||
| "title": "Array", | ||
| "description": "An array", | ||
| "type": "object", | ||
| "properties": { | ||
| "type": {"type":"string", "enum": ["array"]}, | ||
| "name": { "$ref": "#/definitions/name" }, | ||
| "namespace": { "$ref": "#/definitions/namespace" }, | ||
| "doc": { "type": "string" }, | ||
| "aliases": { "type": "array", "items": { "$ref": "#/definitions/name" } }, | ||
| "items": { "$ref": "#/definitions/types" } | ||
| }, | ||
| "required": ["type", "items"] | ||
| }, | ||
| "avroMap": { | ||
| "title": "Map", | ||
| "description": "A map of values", | ||
| "type": "object", | ||
| "properties": { | ||
| "type": {"type":"string", "enum": ["map"]}, | ||
| "name": { "$ref": "#/definitions/name" }, | ||
| "namespace": { "$ref": "#/definitions/namespace" }, | ||
| "doc": { "type": "string" }, | ||
| "aliases": { "type": "array", "items": { "$ref": "#/definitions/name" } }, | ||
| "values": { "$ref": "#/definitions/types" } | ||
| }, | ||
| "required": ["type", "values"] | ||
| }, | ||
| "avroFixed": { | ||
| "title": "Fixed", | ||
| "description": "A fixed sized array of bytes", | ||
| "type": "object", | ||
| "properties": { | ||
| "type": {"type":"string", "enum": ["fixed"]}, | ||
| "name": { "$ref": "#/definitions/name" }, | ||
| "namespace": { "$ref": "#/definitions/namespace" }, | ||
| "doc": { "type": "string" }, | ||
| "aliases": { "type": "array", "items": { "$ref": "#/definitions/name" } }, | ||
| "size": {"type":"number"} | ||
| }, | ||
| "required": ["type", "name", "size"] | ||
| }, | ||
| "name": { | ||
| "type": "string", | ||
| "pattern": "^[A-Za-z_][A-Za-z0-9_]*$" | ||
| }, | ||
| "namespace": { | ||
| "type": "string", | ||
| "pattern": "^([A-Za-z_][A-Za-z0-9_]*(\\.[A-Za-z_][A-Za-z0-9_]*)*)*$" | ||
| } | ||
| }, | ||
| "oneOf": [ | ||
| { "$ref": "#/definitions/avroSchema" } | ||
| ] | ||
| } |
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