A high level Python to Kafka API with Schema Registry compatibility and automatic avro schema creation.
- Free software: Apache2 license
Py2K is currently available on PIP:
pip install py2kYou can view additional documentation on our website.
Please see the Contribution Guide for more information.
from py2k.record import PandasToRecordsTransformer
from py2k.writer import KafkaWriter
# assuming we have a pandas DataFrame, df
records = PandasToRecordsTransformer(df=df, record_name='test_model').from_pandas()
writer = KafkaWriter(
topic="topic_name",
schema_registry_config=schema_registry_config,
producer_config=producer_config
)
writer.write(records)For additional examples please see the examples folder
- Schema Registry Integration
- Automatic Avro Serialization from pandas DataFrames
- Automatic Avro Schema generation from pandas DataFrames and Pydantic objects
Copyright 2021 ABSA Group Limited
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.