diff --git a/core/poetry.lock b/core/poetry.lock
index aca31e24..5079aba3 100644
--- a/core/poetry.lock
+++ b/core/poetry.lock
@@ -1,112 +1,114 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
[[package]]
name = "aiohttp"
-version = "3.8.4"
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description = "Async http client/server framework (asyncio)"
optional = true
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name = "aiosignal"
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optional = true
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[package.dependencies]
@@ -334,110 +335,112 @@ pycparser = "*"
[[package]]
name = "charset-normalizer"
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+version = "3.3.2"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
optional = true
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[[package]]
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description = "File-system specification"
optional = true
python-versions = ">=3.8"
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@@ -767,7 +851,9 @@ abfs = ["adlfs"]
adl = ["adlfs"]
arrow = ["pyarrow (>=1)"]
dask = ["dask", "distributed"]
+devel = ["pytest", "pytest-cov"]
dropbox = ["dropbox", "dropboxdrivefs", "requests"]
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fuse = ["fusepy"]
gcs = ["gcsfs"]
git = ["pygit2"]
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gs = ["gcsfs"]
gui = ["panel"]
hdfs = ["pyarrow (>=1)"]
-http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
libarchive = ["libarchive-c"]
oci = ["ocifs"]
s3 = ["s3fs"]
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six = "*"
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]
[package.dependencies]
@@ -2160,22 +2607,23 @@ multidict = ">=4.0"
[[package]]
name = "zipp"
-version = "3.12.0"
+version = "3.17.0"
description = "Backport of pathlib-compatible object wrapper for zip files"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
- {file = "zipp-3.12.0-py3-none-any.whl", hash = "sha256:9eb0a4c5feab9b08871db0d672745b53450d7f26992fd1e4653aa43345e97b86"},
- {file = "zipp-3.12.0.tar.gz", hash = "sha256:73efd63936398aac78fd92b6f4865190119d6c91b531532e798977ea8dd402eb"},
+ {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+ {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
]
[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
[extras]
-azure = ["azure-eventhub"]
+azure = ["azure-eventhub", "azure-eventhub-checkpointstoreblob-aio"]
cassandra = ["cassandra-driver"]
+db2 = ["ibm_db_sa"]
http = ["aiohttp"]
mysql = ["PyMySQL", "SQLAlchemy"]
oracle = ["SQLAlchemy", "oracledb"]
@@ -2183,9 +2631,9 @@ parquet = ["fastparquet"]
pg = ["SQLAlchemy", "psycopg2-binary"]
redis = ["redis"]
sqlserver = ["SQLAlchemy", "pymssql"]
-test = ["PyMySQL", "SQLAlchemy", "aiohttp", "cassandra-driver", "fastparquet", "mock", "oracledb", "psycopg2-binary", "pymssql", "pytest", "pytest-asyncio", "pytest-describe", "pytest-mock", "pytest-timeout", "redis", "requests-mock", "testcontainers"]
+test = ["PyMySQL", "SQLAlchemy", "aiohttp", "cassandra-driver", "fastparquet", "ibm_db_sa", "mock", "oracledb", "psycopg2-binary", "pymssql", "pytest", "pytest-aioresponses", "pytest-asyncio", "pytest-describe", "pytest-mock", "pytest-timeout", "redis", "requests-mock", "testcontainers"]
[metadata]
lock-version = "2.0"
python-versions = "^3.8"
-content-hash = "0a9064416dfaa0687336781b8e459dacf9c9b62f04dde4ca9f59b7da31d01553"
+content-hash = "221d3f8c03e37783bf7b1de4584d3f82fa0a20fdb2b58935644b2d11a0e500eb"
diff --git a/core/pyproject.toml b/core/pyproject.toml
index 6e378583..3ad2dfe3 100644
--- a/core/pyproject.toml
+++ b/core/pyproject.toml
@@ -50,6 +50,8 @@ pymssql = { version = "^2.2.7", optional = true }
PyMySQL = { version = "^1.0.2", optional = true }
redis = { version = "^4.3.5", optional = true }
SQLAlchemy = { version = "^2.0.4", optional = true }
+kafka-python = { version = "^2.0.2", optional = true }
+confluent-kafka = { version= "^2.3.0", optional = true }
[tool.poetry.extras]
azure = ["azure-eventhub", "azure-eventhub-checkpointstoreblob-aio"]
@@ -62,12 +64,14 @@ parquet = ["fastparquet"]
pg = ["psycopg2-binary", "SQLAlchemy"]
redis = ["redis"]
sqlserver = ["pymssql", "SQLAlchemy"]
+kafka = ["kafka-python", "confluent-kafka"]
test = [
"aiohttp",
"cassandra-driver",
"fastparquet",
"ibm_db_sa",
+ "kafka",
"mock",
"oracledb",
"psycopg2-binary",
diff --git a/core/src/datayoga_core/blocks/kafka/read/__init__.py b/core/src/datayoga_core/blocks/kafka/read/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/core/src/datayoga_core/blocks/kafka/read/block.py b/core/src/datayoga_core/blocks/kafka/read/block.py
new file mode 100644
index 00000000..692c07e3
--- /dev/null
+++ b/core/src/datayoga_core/blocks/kafka/read/block.py
@@ -0,0 +1,90 @@
+import json
+import logging
+from abc import ABCMeta
+from itertools import count
+from typing import AsyncGenerator, List, Optional
+
+import orjson
+from confluent_kafka import Consumer, KafkaError
+from datayoga_core import utils
+from datayoga_core.context import Context
+from datayoga_core.producer import Message
+from datayoga_core.producer import Producer as DyProducer
+
+logger = logging.getLogger("dy")
+
+
+class Block(DyProducer, metaclass=ABCMeta):
+ bootstrap_servers: str
+ group: str
+ topic: str
+ seek_to_beginning: bool
+ snapshot: bool
+ INTERNAL_FIELD_PREFIX = "__$$"
+ MSG_ID_FIELD = f"{INTERNAL_FIELD_PREFIX}msg_id"
+ MIN_COMMIT_COUNT = 10
+
+ def init(self, context: Optional[Context] = None):
+ logger.debug(f"Initializing {self.get_block_name()}")
+ connection_details = utils.get_connection_details(self.properties["bootstrap_servers"], context)
+ logger.debug(f"Connection details: {json.dumps(connection_details)}")
+ self.bootstrap_servers = connection_details.get("bootstrap_servers")
+ self.group = self.properties.get("group")
+ self.topic = self.properties["topic"]
+ self.seek_to_beginning = self.properties.get("seek_to_beginning", False)
+ self.snapshot = self.properties.get("snapshot", False)
+
+ async def produce(self) -> AsyncGenerator[List[Message], None]:
+ consumer = Consumer(**{
+ 'bootstrap.servers': self.bootstrap_servers,
+ 'group.id': self.group,
+ 'enable.auto.commit': False,
+ 'auto.offset.reset': 'earliest',
+ })
+ logger.debug(f"Producing {self.get_block_name()}")
+ # consumer.assign([TopicPartition(self.topic, 0)])
+
+ if self.seek_to_beginning:
+ def on_assign(c, ps):
+ for p in ps:
+ p.offset = -2
+ c.assign(ps)
+
+ consumer.subscribe([self.topic], on_assign)
+ logger.debug(f"Seeking to beginning on topic {self.topic}"'')
+ else:
+ consumer.subscribe([self.topic])
+
+ try:
+ while True:
+ # Poll for messages
+ msg = consumer.poll(3.0 if self.snapshot else None)
+ counter = next(count())
+ if msg is None:
+ assert self.snapshot
+ logger.warning(f"Snapshot defined quitting on topic {self.topic}")
+ break
+ if msg.error():
+ if msg.error().code() == KafkaError._PARTITION_EOF:
+ # End of partition event
+ logger.info("Reached end of partition")
+ else:
+ # Handle other errors
+ logger.error("Error: {}".format(msg.error()))
+
+ else:
+ # Process the message
+ message = orjson.loads(msg.value())
+ yield [{self.MSG_ID_FIELD: msg.offset(), **message}]
+ # res = consumer.get_watermark_offsets(TopicPartition(self.topic, 0))
+ # logger.error(res)
+ # consumer.commit(offsets=res, asynchronous=False)
+ if counter % self.MIN_COMMIT_COUNT == 0:
+ consumer.commit(asynchronous=False)
+
+ finally:
+ try:
+ consumer.commit(asynchronous=False)
+ except Exception as e:
+ logger.error(e)
+ consumer.close()
diff --git a/core/src/datayoga_core/blocks/kafka/read/block.schema.json b/core/src/datayoga_core/blocks/kafka/read/block.schema.json
new file mode 100644
index 00000000..47e305bb
--- /dev/null
+++ b/core/src/datayoga_core/blocks/kafka/read/block.schema.json
@@ -0,0 +1,30 @@
+{
+ "title": "kafka.read",
+ "description": "Read from the kafka consumer",
+ "type": "object",
+ "properties": {
+ "bootstrap_servers": {
+ "description": "host name",
+ "type": "string"
+ },
+ "topic": {
+ "description": "Kafka topic",
+ "type": "string"
+ },
+ "group": {
+ "description": "Kafka group",
+ "type": "string"
+ },
+ "seek_to_beginning": {
+ "description": "Consumer seek to beginning",
+ "type": "boolean"
+ },
+ "snapshot": {
+ "type": "boolean",
+ "title": "Snapshot current entries and quit",
+ "description": "Snapshot current entries and quit",
+ "default": false
+ }
+ },
+ "required": ["bootstrap_servers", "topic"]
+}
diff --git a/core/src/datayoga_core/resources/schemas/connections.schema.json b/core/src/datayoga_core/resources/schemas/connections.schema.json
index b307621a..117ad881 100644
--- a/core/src/datayoga_core/resources/schemas/connections.schema.json
+++ b/core/src/datayoga_core/resources/schemas/connections.schema.json
@@ -16,7 +16,8 @@
"mysql",
"postgresql",
"redis",
- "sqlserver"
+ "sqlserver",
+ "kafka"
]
},
"if": {
diff --git a/core/src/datayoga_core/resources/schemas/connections/kafka.schema.json b/core/src/datayoga_core/resources/schemas/connections/kafka.schema.json
new file mode 100644
index 00000000..fc9e3e1c
--- /dev/null
+++ b/core/src/datayoga_core/resources/schemas/connections/kafka.schema.json
@@ -0,0 +1,26 @@
+{
+ "title": "Kafka",
+ "description": "Schema for configuring Kafka connection parameters",
+ "type": "object",
+ "properties": {
+ "type": {
+ "description": "Connection type",
+ "type": "string",
+ "const": "kafka"
+ },
+ "bootstrap_servers": {
+ "description": "Kafka Hosts List comma separated",
+ "type": "string"
+ }
+ },
+ "additionalProperties": false,
+ "required": ["type", "bootstrap_servers"],
+ "examples": [
+ {
+ "kafka": {
+ "type": "kafka",
+ "bootstrap_servers": ["localhost:9092,localhost:9093"]
+ }
+ }
+ ]
+}
diff --git a/docs/reference/blocks/kafka_read.md b/docs/reference/blocks/kafka_read.md
new file mode 100644
index 00000000..f6dab825
--- /dev/null
+++ b/docs/reference/blocks/kafka_read.md
@@ -0,0 +1,28 @@
+---
+parent: Blocks
+grand_parent: Reference
+---
+
+# kafka\.read
+
+Read from the kafka consumer
+
+
+**Properties**
+
+|Name|Type|Description|Required|
+|----|----|-----------|--------|
+|**bootstrap\_servers**|`string`|host name
|yes|
+|**topic**|`string`|Kafka topic
|yes|
+|**group**|`string`|Kafka group
|no|
+|**seek\_to\_beginning**|`boolean`|Consumer seek to beginning
|no|
+|**snapshot**
(Snapshot current entries and quit)|`boolean`|Snapshot current entries and quit
Default: `false`
|no|
+
+**Example**
+
+```yaml
+snapshot: false
+
+```
+
+
diff --git a/docs/reference/connection_types/kafka.md b/docs/reference/connection_types/kafka.md
new file mode 100644
index 00000000..f6119646
--- /dev/null
+++ b/docs/reference/connection_types/kafka.md
@@ -0,0 +1,29 @@
+---
+parent: Connection Types
+grand_parent: Reference
+---
+
+# Kafka
+
+Schema for configuring Kafka connection parameters
+
+
+**Properties**
+
+|Name|Type|Description|Required|
+|----|----|-----------|--------|
+|**type**|`string`|Connection type
Constant Value: `"kafka"`
|yes|
+|**bootstrap\_servers**|`string`|Kafka Hosts List comma separated
|yes|
+
+**Additional Properties:** not allowed
+**Example**
+
+```yaml
+kafka:
+ type: kafka
+ bootstrap_servers:
+ - localhost:9092,localhost:9093
+
+```
+
+
diff --git a/docs/reference/connections.md b/docs/reference/connections.md
index 44021972..a8a153e1 100644
--- a/docs/reference/connections.md
+++ b/docs/reference/connections.md
@@ -21,7 +21,7 @@ Connection catalog
|Name|Type|Description|Required|
|----|----|-----------|--------|
-|**type**|`string`|Connection type
Enum: `"cassandra"`, `"db2"`, `"http"`, `"mysql"`, `"postgresql"`, `"redis"`, `"sqlserver"`
|yes|
+|**type**|`string`|Connection type
Enum: `"cassandra"`, `"db2"`, `"http"`, `"mysql"`, `"postgresql"`, `"redis"`, `"sqlserver"`, `"kafka"`
|yes|
|**if**|||no|
|**then**|||no|
diff --git a/integration-tests/common/kafka_utils.py b/integration-tests/common/kafka_utils.py
new file mode 100644
index 00000000..0a0c4a96
--- /dev/null
+++ b/integration-tests/common/kafka_utils.py
@@ -0,0 +1,14 @@
+from kafka import KafkaProducer
+from testcontainers.kafka import KafkaContainer
+
+
+def get_kafka_container() -> KafkaContainer:
+ return (
+ KafkaContainer(
+ image="confluentinc/cp-kafka:latest") .with_bind_ports(
+ KafkaContainer.KAFKA_PORT,
+ KafkaContainer.KAFKA_PORT))
+
+
+def get_kafka_producer(bootstrap_servers: str) -> KafkaProducer:
+ return KafkaProducer(bootstrap_servers=bootstrap_servers)
diff --git a/integration-tests/resources/connections.yaml b/integration-tests/resources/connections.yaml
index a4cba484..e35e48e0 100644
--- a/integration-tests/resources/connections.yaml
+++ b/integration-tests/resources/connections.yaml
@@ -44,3 +44,6 @@ cassandra:
type: cassandra
hosts: ["localhost"]
port: 9042
+kafka:
+ type: kafka
+ bootstrap_servers: "localhost:9093"
diff --git a/integration-tests/resources/jobs/tests/kafka_to_redis.yaml b/integration-tests/resources/jobs/tests/kafka_to_redis.yaml
new file mode 100644
index 00000000..aa011b7d
--- /dev/null
+++ b/integration-tests/resources/jobs/tests/kafka_to_redis.yaml
@@ -0,0 +1,15 @@
+input:
+ uses: kafka.read
+ with:
+ bootstrap_servers: kafka
+ topic: integration-tests
+ group: integration-tests
+ snapshot: true
+steps:
+ - uses: redis.write
+ with:
+ connection: cache
+ command: HSET
+ key:
+ expression: id
+ language: jmespath
diff --git a/integration-tests/resources/jobs/tests/kafka_to_stdout.yaml b/integration-tests/resources/jobs/tests/kafka_to_stdout.yaml
new file mode 100644
index 00000000..20d64869
--- /dev/null
+++ b/integration-tests/resources/jobs/tests/kafka_to_stdout.yaml
@@ -0,0 +1,9 @@
+input:
+ uses: kafka.read
+ with:
+ bootstrap_servers: kafka
+ topic: integration-tests
+ group: integration-tests
+ snapshot: true
+steps:
+ - uses: std.write
diff --git a/integration-tests/test_kafka_to_redis.py b/integration-tests/test_kafka_to_redis.py
new file mode 100644
index 00000000..d3e0739e
--- /dev/null
+++ b/integration-tests/test_kafka_to_redis.py
@@ -0,0 +1,36 @@
+import json
+import logging
+
+from common import kafka_utils, redis_utils
+from common.utils import run_job
+
+logger = logging.getLogger("dy")
+message_one = b'{"id":"1","name":"Boris"}'
+message_two = b'{"id":"2","name":"Ivan"}'
+
+
+def test_kafka_to_redis():
+ kafka_container = kafka_utils.get_kafka_container()
+ try:
+ with kafka_container as kafka:
+ redis_container = redis_utils.get_redis_oss_container(redis_utils.REDIS_PORT)
+ redis_container.start()
+
+ bootstrap_servers = kafka.get_bootstrap_server()
+ producer = kafka_utils.get_kafka_producer(bootstrap_servers)
+ producer.send("integration-tests", message_one)
+ producer.send("integration-tests", message_two)
+ producer.flush()
+ run_job("tests.kafka_to_redis")
+
+ redis_client = redis_utils.get_redis_client("localhost", redis_utils.REDIS_PORT)
+
+ assert len(redis_client.keys()) == 2
+
+ boris = redis_client.hgetall("1")
+ ivan = redis_client.hgetall("2")
+
+ assert boris == json.loads(message_one.decode())
+ assert ivan == json.loads(message_two.decode())
+ finally:
+ redis_container.stop()
diff --git a/integration-tests/test_kafka_to_stdout.py b/integration-tests/test_kafka_to_stdout.py
new file mode 100644
index 00000000..f911a674
--- /dev/null
+++ b/integration-tests/test_kafka_to_stdout.py
@@ -0,0 +1,43 @@
+import logging
+import os
+
+from common import kafka_utils
+from common.utils import run_job
+
+logger = logging.getLogger("dy")
+message_one = b'{"id":1,"name":"Boris"}'
+message_two = b'{"id":2,"name":"Ivan"}'
+message_three = b'{"id":3,"name":"Yossi"}'
+message_four = b'{"id":4,"name":"Adi"}'
+
+
+def test_kafka_to_stdout(tmpdir):
+ kafka_container = kafka_utils.get_kafka_container()
+ output_file = tmpdir.join("tests_kafka_to_stdout.txt")
+ try:
+
+ with kafka_container as kafka:
+ bootstrap_servers = kafka.get_bootstrap_server()
+ # bootstrap_servers = "host.docker.internal:9093"
+ producer = kafka_utils.get_kafka_producer(bootstrap_servers)
+ producer.send("integration-tests", message_one)
+ producer.send("integration-tests", message_two)
+ producer.flush()
+
+ run_job("tests.kafka_to_stdout", None, output_file)
+ result = output_file.readlines()
+ assert len(result) == 2
+ assert result[0].strip().encode() == message_one
+ assert result[1].strip().encode() == message_two
+
+ producer.send("integration-tests", message_three)
+ producer.send("integration-tests", message_four)
+ producer.flush()
+
+ run_job("tests.kafka_to_stdout", None, output_file)
+ result = output_file.readlines()
+ assert len(result) == 2
+ assert result[0].strip().encode() == message_three
+ assert result[1].strip().encode() == message_four
+ finally:
+ os.remove(output_file)