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AvroConsumer for handling schema registry #80
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Original file line number | Diff line number | Diff line change |
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@@ -60,6 +60,28 @@ avroProducer = AvroProducer({'bootstrap.servers': 'mybroker,mybroker2', 'schema. | |
avroProducer.produce(topic='my_topic', value=value, key=key) | ||
``` | ||
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**AvroConsumer** | ||
``` | ||
from confluent_kafka.avro import AvroConsumer | ||
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c = AvroConsumer({'bootstrap.servers': 'mybroker,mybroker2', 'group.id': 'groupid', 'schema.registry.url': 'http://127.0.0.1:8081'}) | ||
c.subscribe(['my_topic']) | ||
running = True | ||
while running: | ||
try: | ||
msg = c.poll(10) | ||
if msg: | ||
if not msg.error(): | ||
print(msg.value()) | ||
elif msg.error().code() != KafkaError._PARTITION_EOF: | ||
print(msg.error()) | ||
running = False | ||
except SerializerError: | ||
print("Unable to decode the message") | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. print the exception message |
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running = False | ||
c.close() | ||
``` | ||
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See [examples](examples) for more examples. | ||
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Original file line number | Diff line number | Diff line change |
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@@ -4,7 +4,7 @@ | |
""" | ||
import sys | ||
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from confluent_kafka import Producer | ||
from confluent_kafka import Producer, Consumer | ||
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VALID_LEVELS = ['NONE', 'FULL', 'FORWARD', 'BACKWARD'] | ||
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@@ -112,3 +112,43 @@ def produce(self, **kwargs): | |
raise SerializerError("Avro schema required for key") | ||
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super(AvroProducer, self).produce(topic, value, key, **kwargs) | ||
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class AvroConsumer(Consumer): | ||
""" | ||
Kafka Consumer client which does avro schema decoding of messages. | ||
Handles message deserialization. | ||
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Constructor takes below parameters | ||
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@:param: config: dict object with config parameters containing url for schema registry (schema.registry.url). | ||
""" | ||
def __init__(self, config): | ||
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if ('schema.registry.url' not in config.keys()): | ||
raise ValueError("Missing parameter: schema.registry.url") | ||
schem_registry_url = config["schema.registry.url"] | ||
del config["schema.registry.url"] | ||
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super(AvroConsumer, self).__init__(config) | ||
self._serializer = MessageSerializer(CachedSchemaRegistryClient(url=schem_registry_url)) | ||
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def poll(self, timeout): | ||
""" | ||
This is an overriden method from confluent_kafka.Consumer class. This handles message | ||
deserialization using avro schema | ||
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@:param timeout | ||
@:return message object with deserialized key and value as dict objects | ||
""" | ||
message = super(AvroConsumer, self).poll(timeout) | ||
if not message: | ||
return message | ||
if not message.error(): | ||
if message.value(): | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think you want to check |
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decoded_value = self._serializer.decode_message(message.value()) | ||
message.set_value(decoded_value) | ||
if message.key(): | ||
decoded_key = self._serializer.decode_message(message.key()) | ||
message.set_key(decoded_key) | ||
return message |
Original file line number | Diff line number | Diff line change |
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@@ -332,6 +332,23 @@ static PyObject *Message_timestamp (Message *self, PyObject *ignore) { | |
self->timestamp); | ||
} | ||
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static PyObject *Message_set_value (Message *self, PyObject *new_val) { | ||
if (self->value) | ||
Py_DECREF(self->value); | ||
self->value = new_val; | ||
Py_INCREF(self->value); | ||
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Py_RETURN_NONE; | ||
} | ||
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static PyObject *Message_set_key (Message *self, PyObject *new_key) { | ||
if (self->key) | ||
Py_DECREF(self->key); | ||
self->key = new_key; | ||
Py_INCREF(self->key); | ||
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Py_RETURN_NONE; | ||
} | ||
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static PyMethodDef Message_methods[] = { | ||
{ "error", (PyCFunction)Message_error, METH_NOARGS, | ||
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@@ -391,6 +408,20 @@ static PyMethodDef Message_methods[] = { | |
" :rtype: (int, int)\n" | ||
"\n" | ||
}, | ||
{ "set_value", (PyCFunction)Message_set_value, METH_O, | ||
" Set the field 'Message.value' with new value.\n" | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Document param and type, see an example here: |
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" :param: PyObject value: Message.value.\n" | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. PyObject is a C thing, right? Maybe you 'object' or 'anyobject' or such |
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" :returns: None.\n" | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Missing docstring saying what the method actually does |
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" :rtype: None\n" | ||
"\n" | ||
}, | ||
{ "set_key", (PyCFunction)Message_set_key, METH_O, | ||
" Set the field 'Message.key' with new value.\n" | ||
" :param: PyObject value: Message.key.\n" | ||
" :returns: None.\n" | ||
" :rtype: None\n" | ||
"\n" | ||
}, | ||
{ NULL } | ||
}; | ||
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@@ -1217,7 +1248,7 @@ rd_kafka_conf_t *common_conf_setup (rd_kafka_type_t ktype, | |
Py_DECREF(ks); | ||
return NULL; | ||
} | ||
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if (h->stats_cb) { | ||
Py_DECREF(h->stats_cb); | ||
h->stats_cb = NULL; | ||
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There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
where is SerializerError defined? I can't seem to find it