hop.io¶
- class hop.io.Consumer(group_id, broker_addresses, topics, ignoretest=True, fetch_external: bool = True, **kwargs)[source]¶
An event stream opened for reading one or more topics. Instances of this class should be obtained from
Stream.open().- static is_test(message)[source]¶
True if message is a test message (contains ‘_test’ as a header key).
- Parameters:
message – The message to test.
- mark_done(metadata, asynchronous: bool = True)[source]¶
Mark a message as fully-processed.
- Parameters:
metadata – A Metadata instance containing broker-specific metadata.
asynchronous – Whether to allow the commit to happen asynchronously in the background.
- read(metadata=False, autocommit=True, **kwargs)[source]¶
Read messages from a stream.
- Parameters:
metadata – Whether to receive message metadata alongside messages.
autocommit – Whether messages are automatically marked as handled via mark_done when the next message is yielded. Defaults to True.
batch_size – The number of messages to request from Kafka at a time. Lower numbers can give lower latency, while higher numbers will be more efficient, but may add latency.
batch_timeout – The period of time to wait to get a full batch of messages from Kafka. Similar to batch_size, lower numbers can reduce latency while higher numbers can be more efficient at the cost of greater latency. If specified, this argument should be a datetime.timedelta object.
- read_raw(metadata=False, autocommit=True, **kwargs)[source]¶
Read messages from a stream without applying any deserialization.
This is an advanced interface; for most purposes it is preferable to use
Consumer.readinstead.- Parameters:
metadata – Whether to receive message metadata alongside messages.
autocommit – Whether messages are automatically marked as handled via mark_done when the next message is yielded. Defaults to True.
batch_size – The number of messages to request from Kafka at a time. Lower numbers can give lower latency, while higher numbers will be more efficient, but may add latency.
batch_timeout – The period of time to wait to get a full batch of messages from Kafka. Similar to batch_size, lower numbers can reduce latency while higher numbers can be more efficient at the cost of greater latency. If specified, this argument should be a datetime.timedelta object.
- class hop.io.Deserializer(*values)¶
- class hop.io.Metadata(topic: str, partition: int, offset: int, timestamp: int, key: str | bytes, headers: List[Tuple[str, bytes]], _raw: Message)[source]¶
Broker-specific metadata that accompanies a consumed message.
- class hop.io.Stream(auth=True, start_at=ConsumerDefaultPosition.LATEST, until_eos=False)[source]¶
Defines an event stream.
Sets up defaults used within the client so that when a stream connection is opened, it will use defaults specified here.
- Parameters:
auth – A bool or
Authinstance. Defaults to loading fromauth.load_authif set to True. To disable authentication, set to False.start_at – The message offset to start at in read mode. Defaults to LATEST.
until_eos – Whether to listen to new messages forever (False) or stop when EOS is received in read mode (True). Defaults to False.
- open(url, mode='r', group_id=None, ignoretest=True, **kwargs)[source]¶
Opens a connection to an event stream.
- Parameters:
url – Sets the broker URL to connect to.
mode – Read (‘r’) or write (‘w’) from the stream.
group_id – The consumer group ID from which to read. Generated automatically if not specified.
ignoretest – When True, read mode will silently discard test messages.
- Returns:
An open connection to the client, either a
Producerinstance in write mode or aConsumerinstance in read mode.- Raises:
ValueError – If the mode is not set to read/write, if no topic is specified in read mode, or if more than one broker is specified
- hop.io.list_topics(url: str, auth: bool | Auth = True, timeout=-1.0)[source]¶
List the accessible topics on the Kafka broker referred to by url.
- Parameters:
url – The Kafka broker URL. Only one broker may be specified. Topics may be specified, in which case only topics in the intersection of the set specified by the URL and actually present on the broker will be returned. If a userinfo component is present in the URL and auth is True, it will be treated as a hint to the automatic auth lookup.
auth – A bool or
Authinstance. Defaults to loading fromauth.load_authif set to True. To disable authentication, set to False. If a username is specified as part of url but auth is aAuthinstance the url information will be ignored.timeout – A floating point value, indicating the maximum number of seconds to wait to connect to a broker, or a negative value to indicate no limit.
- Returns:
A dictionary mapping topic names to
confluent_kafka.admin.TopicMetadatainstances.- Raises:
ValueError – If more than one broker is specified.
confluent_kafka.KafkaException – If connecting to the broker times out.