memgraph/tests/e2e/streams/transformations/kafka_transform.py
2021-11-16 16:00:25 +01:00

84 lines
2.7 KiB
Python

# Copyright 2021 Memgraph Ltd.
#
# Use of this software is governed by the Business Source License
# included in the file licenses/BSL.txt; by using this file, you agree to be bound by the terms of the Business Source
# License, and you may not use this file except in compliance with the Business Source License.
#
# As of the Change Date specified in that file, in accordance with
# the Business Source License, use of this software will be governed
# by the Apache License, Version 2.0, included in the file
# licenses/APL.txt.
import mgp
@mgp.transformation
def simple(
context: mgp.TransCtx, messages: mgp.Messages
) -> mgp.Record(query=str, parameters=mgp.Map):
result_queries = []
for i in range(0, messages.total_messages()):
message = messages.message_at(i)
assert message.source_type() == mgp.SOURCE_TYPE_KAFKA
payload_as_str = message.payload().decode("utf-8")
result_queries.append(
mgp.Record(
query=f"""
CREATE (n:MESSAGE {{
timestamp: '{message.timestamp()}',
payload: '{payload_as_str}',
offset: {message.offset()}
topic: '{message.topic_name()}'
}})""",
parameters=None))
return result_queries
@mgp.transformation
def with_parameters(
context: mgp.TransCtx, messages: mgp.Messages
) -> mgp.Record(query=str, parameters=mgp.Map):
result_queries = []
for i in range(0, messages.total_messages()):
message = messages.message_at(i)
assert message.source_type() == mgp.SOURCE_TYPE_KAFKA
payload_as_str = message.payload().decode("utf-8")
result_queries.append(
mgp.Record(
query="""
CREATE (n:MESSAGE {
timestamp: $timestamp,
payload: $payload,
offset: $offset,
topic: $topic
})""",
parameters={
"timestamp": message.timestamp(),
"payload": payload_as_str,
"offset": message.offset(),
"topic": message.topic_name()}))
return result_queries
@mgp.transformation
def query(
messages: mgp.Messages,
) -> mgp.Record(query=str, parameters=mgp.Nullable[mgp.Map]):
result_queries = []
for i in range(0, messages.total_messages()):
message = messages.message_at(i)
assert message.source_type() == mgp.SOURCE_TYPE_KAFKA
payload_as_str = message.payload().decode("utf-8")
result_queries.append(
mgp.Record(query=payload_as_str, parameters=None)
)
return result_queries