sprockets.mixins.avro-publi.../sprockets/mixins/avro_publisher/__init__.py
2020-03-17 15:15:13 +05:30

157 lines
5.6 KiB
Python

"""The AvroPublishingMixin adds Apache Avro serialization to the
RabbitMQ publishing capabilities in sprockets.mixins.amqp
To configure the URL format for the avro schema, add a
Tornado application setting called ``avro_schema_uri_format``. The format
should be similar to the following:
``http://my-schema-repository/avro/%(name)s.avsc``
Take note also of the required configurations in sprockets.mixins.amqp
"""
import io
import json
import logging
import fastavro
from sprockets.mixins import amqp, http
__version__ = '3.0.0'
LOGGER = logging.getLogger(__name__)
DATUM_MIME_TYPE = 'application/vnd.apache.avro.datum'
SCHEMA_URI_FORMAT = 'http://localhost/avro/%(name)s.avsc'
_SCHEMAS = {}
def install(application, io_loop=None, **kwargs): # pragma: nocover
"""Call this to install Avro publishing for the Tornado application.
:rtype: bool
"""
amqp.install(application, io_loop=io_loop, **kwargs)
if 'avro_schema_uri_format' not in application.settings:
LOGGER.warning('avro_schema_uri_format is not set, using default')
return True
class PublishingMixin(amqp.PublishingMixin, http.HTTPClientMixin):
"""Publish to Avro encoded datums to RabbitMQ"""
def avro_amqp_publish(self, exchange, routing_key, message_type,
data, properties=None):
"""Publish a message to RabbitMQ, serializing the payload data as an
Avro datum and creating the AMQP message properties.
:param str exchange: The exchange to publish the message to.
:param str routing_key: The routing key to publish the message with.
:param str message_type: The message type for the Avro schema.
:param dict data: The message data to serialize.
:param dict properties: An optional dict of additional properties
to append.
:raises: sprockets.mixins.avro_publisher.SchemaFetchError
"""
properties = properties or {}
properties['content_type'] = DATUM_MIME_TYPE
properties['type'] = message_type
return self.amqp_publish(exchange, routing_key, data, properties)
async def amqp_publish(self, exchange, routing_key, body, properties=None):
"""Publish a message to RabbitMQ, serializing the payload data as an
Avro datum if the message is to be sent as such.
:param str exchange: The exchange to publish the message to.
:param str routing_key: The routing key to publish the message with.
:param dict body: The message data to serialize.
:param dict properties: An optional dict of additional properties
to append. If publishing an Avro message, it
must contain the Avro message type at 'type'
and have a content type of
'application/vnd.apache.avro.datum'
:raises: sprockets.mixins.avro_publisher.SchemaFetchError
"""
LOGGER.debug('Publishing Here: %r %r %r %r',
exchange, routing_key, body, properties)
properties = properties or {}
if properties.get('content_type') == DATUM_MIME_TYPE and \
isinstance(body, dict):
avro_schema = await self._schema(properties['type'])
LOGGER.debug('Schema: %r', avro_schema)
body = self._serialize(avro_schema, body)
await super(PublishingMixin, self).amqp_publish(
exchange, routing_key, body, properties)
async def _schema(self, message_type):
"""Fetch the Avro schema file from application cache or the remote
URI. If the request for the schema from the remote URI fails, a
:exc:`sprockets.mixins.avro_publisher.SchemaFetchError` will be
raised.
:param str message_type: The message type for the Avro schema.
:rtype: str
:raises: sprockets.mixins.avro_publisher.SchemaFetchError
"""
global _SCHEMAS
if message_type not in _SCHEMAS:
schema = await self._fetch_schema(message_type)
_SCHEMAS[message_type] = schema
return _SCHEMAS[message_type]
async def _fetch_schema(self, message_type):
"""Fetch the Avro schema for the given message type from a remote
location, returning the schema JSON string.
If the schema can not be retrieved, a
:exc:`~sprockets.mixins.avro_publisher.SchemaFetchError` will be
raised.
:param str message_type: The message type for the Avro schema.
:rtype: str
:raises: sprockets.mixins.avro_publisher.SchemaFetchError
"""
response = await self.http_fetch(self._schema_url(message_type))
if response.ok:
return json.loads(response.raw.body.decode('utf-8'))
raise SchemaFetchError()
def _schema_url(self, message_type):
"""Return the URL for the given message type for retrieving the Avro
schema from a remote location.
:param str message_type: The message type for the Avro schema.
:rtype: str
"""
return self.application.settings.get(
'avro_schema_uri_format',
SCHEMA_URI_FORMAT) % {'name': message_type}
@staticmethod
def _serialize(schema, data):
"""Serialize a data structure into an Avro datum.
:param dict schema: The parsed Avro schema.
:param dict data: The value to turn into an Avro datum.
:rtype: bytes
"""
stream = io.BytesIO()
fastavro.schemaless_writer(stream, schema, data)
return stream.getvalue()
class SchemaFetchError(Exception):
"""Raised when the Avro schema could not be fetched."""
pass