From ee1672785cbb3b5d3901bab8799b8656bc6e56b6 Mon Sep 17 00:00:00 2001
From: Mikita Sakalouski <38785549+mikita-sakalouski@users.noreply.github.com>
Date: Mon, 16 Sep 2024 22:56:10 +0200
Subject: [PATCH 1/3] fix: improve tests
---
brickflow/codegen/databricks_bundle.py | 49 +++++++----
tests/codegen/sample_workflows.py | 103 +++++++++++++++++++++++-
tests/codegen/test_databricks_bundle.py | 70 +++++++++++++++-
3 files changed, 205 insertions(+), 17 deletions(-)
diff --git a/brickflow/codegen/databricks_bundle.py b/brickflow/codegen/databricks_bundle.py
index 257c8fa..1c602aa 100644
--- a/brickflow/codegen/databricks_bundle.py
+++ b/brickflow/codegen/databricks_bundle.py
@@ -501,9 +501,11 @@ def _build_native_notebook_task(
depends_on: List[JobsTasksDependsOn],
**_kwargs: Any,
) -> JobsTasks:
+ notebook_task: JobsTasksNotebookTask = task.task_func()
+
try:
- notebook_task: JobsTasksNotebookTask = task.task_func()
- except Exception as e:
+ assert isinstance(notebook_task, JobsTasksNotebookTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building notebook task {task_name}. "
f"Make sure {task_name} returns a NotebookTask object."
@@ -529,9 +531,11 @@ def _build_native_spark_jar_task(
depends_on: List[JobsTasksDependsOn],
**_kwargs: Any,
) -> JobsTasks:
+ spark_jar_task: JobsTasksSparkJarTask = task.task_func()
+
try:
- spark_jar_task: JobsTasksSparkJarTask = task.task_func()
- except Exception as e:
+ assert isinstance(spark_jar_task, JobsTasksSparkJarTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building jar task {task_name}. "
f"Make sure {task_name} returns a SparkJarTask object."
@@ -557,9 +561,11 @@ def _build_native_spark_python_task(
depends_on: List[JobsTasksDependsOn],
**kwargs: Any,
) -> JobsTasks:
+ spark_python_task = task.task_func()
+
try:
- spark_python_task: JobsTasksSparkPythonTask = task.task_func()
- except Exception as e:
+ assert isinstance(spark_python_task, JobsTasksSparkPythonTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building python task {task_name}. "
f"Make sure {task_name} returns a SparkPythonTask object."
@@ -598,13 +604,16 @@ def _build_native_run_job_task(
depends_on: List[JobsTasksDependsOn],
**_kwargs: Any,
) -> JobsTasks:
+ run_job_task: JobsTasksRunJobTask = task.task_func()
+
try:
- run_job_task: JobsTasksRunJobTask = task.task_func()
- except Exception as e:
+ assert isinstance(run_job_task, JobsTasksRunJobTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building run job task {task_name}. "
f"Make sure {task_name} returns a RunJobTask object."
) from e
+
return JobsTasks(
**task_settings.to_tf_dict(), # type: ignore
run_job_task=JobsTasksRunJobTask(job_id=run_job_task.job_id),
@@ -620,14 +629,16 @@ def _build_native_sql_file_task(
depends_on: List[JobsTasksDependsOn],
**_kwargs: Any,
) -> JobsTasks:
+ sql_task: JobsTasksSqlTask = task.task_func()
+
try:
- sql_task: JobsTasksSqlTask = task.task_func()
- except Exception as e:
- print(e)
+ assert isinstance(sql_task, JobsTasksSqlTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building sql file task {task_name}. "
f"Make sure {task_name} returns a JobsTasksSqlTask object."
) from e
+
return JobsTasks(
**task_settings.to_tf_dict(), # type: ignore
sql_task=sql_task,
@@ -643,10 +654,11 @@ def _build_native_condition_task(
depends_on: List[JobsTasksDependsOn],
**_kwargs: Any,
) -> JobsTasks:
+ condition_task: JobsTasksConditionTask = task.task_func()
+
try:
- condition_task: JobsTasksConditionTask = task.task_func()
- except Exception as e:
- print(e)
+ assert isinstance(condition_task, JobsTasksConditionTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building If/else task {task_name}. "
f"Make sure {task_name} returns a JobsTasksConditionTask object."
@@ -668,6 +680,15 @@ def _build_dlt_task(
**_kwargs: Any,
) -> JobsTasks:
dlt_task: DLTPipeline = task.task_func()
+
+ try:
+ assert isinstance(dlt_task, DLTPipeline)
+ except AssertionError as e:
+ raise ValueError(
+ f"Error while building DLT task {task_name}. "
+ f"Make sure {task_name} returns a DLTPipeline object."
+ ) from e
+
# tasks.append(Pipelines(**dlt_task.to_dict())) # TODO: fix this so pipeline also gets created
pipeline_ref = self.get_pipeline_reference(workflow, dlt_task)
return JobsTasks(
diff --git a/tests/codegen/sample_workflows.py b/tests/codegen/sample_workflows.py
index 17088a7..35656ad 100644
--- a/tests/codegen/sample_workflows.py
+++ b/tests/codegen/sample_workflows.py
@@ -1,5 +1,16 @@
+from typing import Dict, List, Optional
+
+from pydantic import BaseModel
+
from brickflow import JarTaskLibrary, PypiTaskLibrary
-from brickflow.bundles.model import JobsContinuous
+from brickflow.bundles.model import (
+ JobsContinuous,
+ JobsTasksRunJobTaskPipelineParams,
+ JobsTasksSqlTaskAlert,
+ JobsTasksSqlTaskDashboard,
+ JobsTasksSqlTaskFile,
+ JobsTasksSqlTaskQuery,
+)
from brickflow.engine.compute import Cluster
from brickflow.engine.task import (
BrickflowTriggerRule,
@@ -249,3 +260,93 @@ def custom_python_task_push():
@wf2.task()
def task_function2(*, test="var"):
return test
+
+
+wf_bad_tasks = Workflow(
+ "wf_bad_tasks",
+ default_cluster=Cluster.from_existing_cluster("existing_cluster_id"),
+ schedule_continuous=JobsContinuous(pause_status="PAUSED"),
+ permissions=WorkflowPermissions(
+ owner=User("abc@abc.com"),
+ can_manage_run=[User("abc@abc.com")],
+ can_view=[User("abc@abc.com")],
+ can_manage=[User("abc@abc.com")],
+ ),
+ run_as_user="abc@abc.com",
+ tags={"test": "test2"},
+ common_task_parameters={"all_tasks1": "test", "all_tasks3": "123"}, # type: ignore
+ health={
+ "rules": [
+ {"metric": "RUN_DURATION_SECONDS", "op": "GREATER_THAN", "value": 7200.0}
+ ]
+ }, # type: ignore
+)
+
+
+class BadPythonModel(BaseModel):
+ python_file: str
+ source: str
+ parameters: List[str]
+
+
+class BadSparkJar(BaseModel):
+ jar_uri: str
+ main_class_name: str
+ parameters: List[str]
+
+
+class BadRunJob(BaseModel):
+ dbt_commands: List[str]
+ jar_params: List[str]
+ job_id: float
+ job_parameters: Optional[Dict[str, str]]
+ notebook_params: Optional[Dict[str, str]]
+ pipeline_params: Optional[JobsTasksRunJobTaskPipelineParams]
+ python_named_params: Optional[Dict[str, str]]
+ python_params: Optional[List[str]]
+ spark_submit_params: Optional[List[str]]
+ sql_params: Optional[Dict[str, str]]
+ host: str
+
+
+class BadSql(BaseModel):
+ alert: Optional[JobsTasksSqlTaskAlert]
+ dashboard: Optional[JobsTasksSqlTaskDashboard]
+ file: Optional[JobsTasksSqlTaskFile]
+ parameters: Optional[Dict[str, str]]
+ query: Optional[JobsTasksSqlTaskQuery]
+ warehouse_id: str
+
+
+class BadCondition(BaseModel):
+ left: str
+ op: str
+ right: str
+
+
+class BadDLT(BaseModel):
+ catalog: str
+ commands: List[str]
+ profiles_directory: Optional[str]
+ project_directory: Optional[str]
+ schema_: Optional[str]
+ source: Optional[str]
+ warehouse_id: Optional[str]
+
+
+@wf_bad_tasks.task(task_type=TaskType.SPARK_PYTHON_TASK)
+def task_python():
+ return BadPythonModel(
+ python_file="./products/test-project/spark/python/src/run_task.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ )
+
+
+@wf_bad_tasks.task(task_type=TaskType.SPARK_JAR_TASK)
+def task_spark_jar():
+ return BadSparkJar(
+ jar_uri="dbfs:/path/to/jar",
+ main_class_name="com.example.MainClass",
+ parameters=["param1", "param2"],
+ )
diff --git a/tests/codegen/test_databricks_bundle.py b/tests/codegen/test_databricks_bundle.py
index 3d9efef..f6b43ed 100644
--- a/tests/codegen/test_databricks_bundle.py
+++ b/tests/codegen/test_databricks_bundle.py
@@ -1,6 +1,8 @@
import os
+from copy import deepcopy
from pathlib import Path
from typing import Any, Dict
+from unittest import TestCase
from unittest.mock import MagicMock, Mock, patch
import yaml
@@ -31,7 +33,7 @@
# `get_job_id` is being called during workflow init, hence the patch
with patch("brickflow.engine.task.get_job_id", return_value=12345678901234.0) as p:
- from tests.codegen.sample_workflows import wf, wf2
+ from tests.codegen.sample_workflows import wf, wf2, wf_bad_tasks
# BUNDLE_FILE_NAME = str(Path(__file__).parent / f"bundle.yml")
BUNDLE_FILE_NAME = "bundle.yml"
@@ -69,7 +71,7 @@ def get_workspace_client_mock() -> MagicMock:
return workspace_client
-class TestBundleCodegen:
+class TestBundleCodegen(TestCase):
@patch.dict(
os.environ,
{
@@ -530,3 +532,67 @@ def test_schedule_continuous(
assert_equal_dicts(actual, expected)
if os.path.exists(BUNDLE_FILE_NAME):
os.remove(BUNDLE_FILE_NAME)
+
+ @patch.dict(
+ os.environ,
+ {
+ BrickflowEnvVars.BRICKFLOW_MODE.value: Stage.deploy.value,
+ BrickflowEnvVars.BRICKFLOW_ENV.value: "dev",
+ BrickflowEnvVars.BRICKFLOW_DEPLOYMENT_MODE.value: BrickflowDeployMode.BUNDLE.value,
+ },
+ )
+ @patch("brickflow.engine.task.get_job_id", return_value=12345678901234.0)
+ @patch("subprocess.check_output")
+ @patch("brickflow.context.ctx.get_parameter")
+ @patch("importlib.metadata.version")
+ @patch(
+ "brickflow.context.ctx.get_current_timestamp",
+ MagicMock(return_value=1704067200000),
+ )
+ def test_generate_task_bad_return(
+ self,
+ bf_version_mock: Mock,
+ dbutils: Mock,
+ sub_proc_mock: Mock,
+ get_job_id_mock: Mock,
+ ):
+ dbutils.return_value = None
+ git_ref_b = b"a"
+ git_repo = "https://github.com/"
+ git_provider = "github"
+ sub_proc_mock.return_value = git_ref_b
+ bf_version_mock.return_value = "1.0.0"
+ get_job_id_mock.return_value = 12345678901234.0
+ workspace_client = get_workspace_client_mock()
+ # get caller part breaks here
+ wf_bad = deepcopy(wf_bad_tasks)
+ map_task_name_to_erorr_part = {
+ "task_python": ("python", "SparkPythonTask"),
+ "task_spark_jar": ("jar", "SparkJarTask"),
+ }
+
+ for task_name in wf_bad_tasks.tasks:
+ wf_bad = deepcopy(wf_bad_tasks)
+ wf_bad.tasks = {task_name: wf_bad_tasks.tasks[task_name]}
+ print(task_name)
+
+ with self.assertRaises(ValueError) as context:
+ with Project(
+ "test-project",
+ entry_point_path="test_databricks_bundle.py",
+ git_repo=git_repo,
+ provider=git_provider,
+ codegen_kwargs={
+ "mutators": [
+ DatabricksBundleTagsAndNameMutator(workspace_client)
+ ]
+ }, # dont test import mutator
+ ) as f:
+ # Add pytest catch for exception and check error message
+ f.add_workflow(wf_bad)
+
+ self.assertRegex(
+ str(context.exception),
+ f"Error while building {map_task_name_to_erorr_part[task_name][0]} task .* "
+ f"Make sure .* returns a {map_task_name_to_erorr_part[task_name][1]} object.",
+ )
From 160a195b85ece5d0ac4fdb549de67dc88dc795d6 Mon Sep 17 00:00:00 2001
From: Mikita Sakalouski <38785549+mikita-sakalouski@users.noreply.github.com>
Date: Mon, 16 Sep 2024 23:06:32 +0200
Subject: [PATCH 2/3] feat: update poetry lock
---
poetry.lock | 2549 +++++++++++++++++++++++++++------------------------
1 file changed, 1341 insertions(+), 1208 deletions(-)
diff --git a/poetry.lock b/poetry.lock
index a88cc96..fc0f7c2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,91 +1,118 @@
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
[[package]]
-name = "aiohttp"
-version = "3.9.5"
-description = "Async http client/server framework (asyncio)"
+name = "aiohappyeyeballs"
+version = "2.4.0"
+description = "Happy Eyeballs for asyncio"
optional = false
python-versions = ">=3.8"
files = [
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+ {file = "aiohttp-3.10.5.tar.gz", hash = "sha256:f071854b47d39591ce9a17981c46790acb30518e2f83dfca8db2dfa091178691"},
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+
+[package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
aiosignal = ">=1.1.2"
async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
attrs = ">=17.3.0"
@@ -94,7 +121,7 @@ multidict = ">=4.5,<7.0"
yarl = ">=1.0,<2.0"
[package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
[[package]]
name = "aiosignal"
@@ -169,17 +196,18 @@ trio = ["trio (>=0.23)"]
[[package]]
name = "apache-airflow"
-version = "2.9.3"
+version = "2.10.1"
description = "Programmatically author, schedule and monitor data pipelines"
optional = false
python-versions = "<3.13,~=3.8"
files = [
- {file = "apache_airflow-2.9.3-py3-none-any.whl", hash = "sha256:4a36cb5dbd9925448ef171b72f2db0656121383e16306eded723331963d169db"},
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+ {file = "apache_airflow-2.10.1.tar.gz", hash = "sha256:e97942ffc7063f37f30ae8653cb885066c0fcb9fa7dd644ca828493dc30cf054"},
]
[package.dependencies]
alembic = ">=1.13.1,<2.0"
+apache-airflow-providers-common-compat = "*"
apache-airflow-providers-common-io = "*"
apache-airflow-providers-common-sql = "*"
apache-airflow-providers-fab = ">=1.0.2"
@@ -189,31 +217,31 @@ apache-airflow-providers-imap = "*"
apache-airflow-providers-smtp = "*"
apache-airflow-providers-sqlite = "*"
argcomplete = ">=1.10"
-asgiref = "*"
+asgiref = ">=2.3.0"
attrs = ">=22.1.0"
blinker = ">=1.6.2"
-colorlog = ">=4.0.2,<5.0"
+colorlog = ">=6.8.2"
configupdater = ">=3.1.1"
-connexion = {version = ">=2.10.0,<3.0", extras = ["flask"]}
+connexion = {version = ">=2.14.2,<3.0", extras = ["flask"]}
cron-descriptor = ">=1.2.24"
croniter = ">=2.0.2"
-cryptography = ">=39.0.0"
+cryptography = ">=41.0.0"
deprecated = ">=1.2.13"
dill = ">=0.2.2"
-flask = ">=2.2,<2.3"
-flask-caching = ">=1.5.0"
+flask = ">=2.2.1,<2.3"
+flask-caching = ">=2.0.0"
flask-session = ">=0.4.0,<0.6"
-flask-wtf = ">=0.15"
+flask-wtf = ">=1.1.0"
fsspec = ">=2023.10.0"
-google-re2 = ">=1.0"
+google-re2 = {version = ">=1.0", markers = "python_version < \"3.12\""}
gunicorn = ">=20.1.0"
-httpx = "*"
+httpx = ">=0.25.0"
importlib_metadata = {version = ">=6.5", markers = "python_version < \"3.12\""}
importlib_resources = {version = ">=5.2,<6.2.0 || >6.2.0,<6.3.0 || >6.3.0,<6.3.1 || >6.3.1", markers = "python_version < \"3.9\""}
itsdangerous = ">=2.0"
jinja2 = ">=3.0.0"
jsonschema = ">=4.18.0"
-lazy-object-proxy = "*"
+lazy-object-proxy = ">=1.2.0"
linkify-it-py = ">=2.0.0"
lockfile = ">=0.12.2"
markdown-it-py = ">=2.1.0"
@@ -222,38 +250,39 @@ marshmallow-oneofschema = ">=2.0.1"
mdit-py-plugins = ">=0.3.0"
methodtools = ">=0.4.7"
opentelemetry-api = ">=1.15.0"
-opentelemetry-exporter-otlp = "*"
-packaging = ">=14.0"
+opentelemetry-exporter-otlp = ">=1.15.0"
+packaging = ">=23.0"
pathspec = ">=0.9.0"
-pendulum = ">=2.1.2,<4.0"
-pluggy = ">=1.0"
-psutil = ">=4.2.0"
+pendulum = {version = ">=2.1.2,<4.0", markers = "python_version < \"3.12\""}
+pluggy = ">=1.5.0"
+psutil = ">=5.8.0"
pygments = ">=2.0.1"
pyjwt = ">=2.0.0"
python-daemon = ">=3.0.0"
-python-dateutil = ">=2.3"
+python-dateutil = ">=2.7.0"
python-nvd3 = ">=0.15.0"
python-slugify = ">=5.0"
requests = ">=2.27.0,<3"
+requests-toolbelt = ">=0.4.0"
rfc3339-validator = ">=0.1.4"
rich = ">=12.4.4"
rich-argparse = ">=1.0.0"
-setproctitle = ">=1.1.8"
+setproctitle = ">=1.3.3"
sqlalchemy = ">=1.4.36,<2.0"
sqlalchemy-jsonfield = ">=1.0"
tabulate = ">=0.7.5"
-tenacity = ">=6.2.0,<8.2.0 || >8.2.0"
+tenacity = ">=8.0.0,<8.2.0 || >8.2.0"
termcolor = ">=1.1.0"
unicodecsv = ">=0.14.1"
universal-pathlib = ">=0.2.2"
werkzeug = ">=2.0,<3"
[package.extras]
-aiobotocore = ["aiobotocore (>=2.7.0)"]
+aiobotocore = ["aiobotocore (>=2.9.0)"]
airbyte = ["apache-airflow-providers-airbyte"]
alibaba = ["apache-airflow-providers-alibaba"]
-all = ["apache-airflow[aiobotocore]", "apache-airflow[airbyte]", "apache-airflow[alibaba]", "apache-airflow[all-dbs]", "apache-airflow[amazon]", "apache-airflow[apache-atlas]", "apache-airflow[apache-beam]", "apache-airflow[apache-cassandra]", "apache-airflow[apache-drill]", "apache-airflow[apache-druid]", "apache-airflow[apache-flink]", "apache-airflow[apache-hdfs]", "apache-airflow[apache-hive]", "apache-airflow[apache-impala]", "apache-airflow[apache-kafka]", "apache-airflow[apache-kylin]", "apache-airflow[apache-livy]", "apache-airflow[apache-pig]", "apache-airflow[apache-pinot]", "apache-airflow[apache-spark]", "apache-airflow[apache-webhdfs]", "apache-airflow[apprise]", "apache-airflow[arangodb]", "apache-airflow[asana]", "apache-airflow[async]", "apache-airflow[atlassian-jira]", "apache-airflow[celery]", "apache-airflow[cgroups]", "apache-airflow[cloudant]", "apache-airflow[cncf-kubernetes]", "apache-airflow[cohere]", "apache-airflow[common-io]", "apache-airflow[common-sql]", "apache-airflow[databricks]", "apache-airflow[datadog]", "apache-airflow[dbt-cloud]", "apache-airflow[deprecated-api]", "apache-airflow[dingding]", "apache-airflow[discord]", "apache-airflow[docker]", "apache-airflow[elasticsearch]", "apache-airflow[exasol]", "apache-airflow[fab]", "apache-airflow[facebook]", "apache-airflow[ftp]", "apache-airflow[github-enterprise]", "apache-airflow[github]", "apache-airflow[google-auth]", "apache-airflow[google]", "apache-airflow[graphviz]", "apache-airflow[grpc]", "apache-airflow[hashicorp]", "apache-airflow[http]", "apache-airflow[imap]", "apache-airflow[influxdb]", "apache-airflow[jdbc]", "apache-airflow[jenkins]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[microsoft-azure]", "apache-airflow[microsoft-mssql]", "apache-airflow[microsoft-psrp]", "apache-airflow[microsoft-winrm]", "apache-airflow[mongo]", "apache-airflow[mysql]", "apache-airflow[neo4j]", "apache-airflow[odbc]", "apache-airflow[openai]", "apache-airflow[openfaas]", "apache-airflow[openlineage]", "apache-airflow[opensearch]", "apache-airflow[opsgenie]", "apache-airflow[oracle]", "apache-airflow[otel]", "apache-airflow[pagerduty]", "apache-airflow[pandas]", "apache-airflow[papermill]", "apache-airflow[password]", "apache-airflow[pgvector]", "apache-airflow[pinecone]", "apache-airflow[postgres]", "apache-airflow[presto]", "apache-airflow[pydantic]", "apache-airflow[qdrant]", "apache-airflow[rabbitmq]", "apache-airflow[redis]", "apache-airflow[s3fs]", "apache-airflow[salesforce]", "apache-airflow[samba]", "apache-airflow[saml]", "apache-airflow[segment]", "apache-airflow[sendgrid]", "apache-airflow[sentry]", "apache-airflow[sftp]", "apache-airflow[singularity]", "apache-airflow[slack]", "apache-airflow[smtp]", "apache-airflow[snowflake]", "apache-airflow[sqlite]", "apache-airflow[ssh]", "apache-airflow[statsd]", "apache-airflow[tableau]", "apache-airflow[tabular]", "apache-airflow[telegram]", "apache-airflow[teradata]", "apache-airflow[trino]", "apache-airflow[uv]", "apache-airflow[vertica]", "apache-airflow[virtualenv]", "apache-airflow[weaviate]", "apache-airflow[yandex]", "apache-airflow[zendesk]"]
-all-core = ["apache-airflow[aiobotocore]", "apache-airflow[apache-atlas]", "apache-airflow[apache-webhdfs]", "apache-airflow[async]", "apache-airflow[cgroups]", "apache-airflow[deprecated-api]", "apache-airflow[github-enterprise]", "apache-airflow[google-auth]", "apache-airflow[graphviz]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[otel]", "apache-airflow[pandas]", "apache-airflow[password]", "apache-airflow[pydantic]", "apache-airflow[rabbitmq]", "apache-airflow[s3fs]", "apache-airflow[saml]", "apache-airflow[sentry]", "apache-airflow[statsd]", "apache-airflow[uv]", "apache-airflow[virtualenv]"]
+all = ["apache-airflow[aiobotocore]", "apache-airflow[airbyte]", "apache-airflow[alibaba]", "apache-airflow[all-dbs]", "apache-airflow[amazon]", "apache-airflow[apache-atlas]", "apache-airflow[apache-beam]", "apache-airflow[apache-cassandra]", "apache-airflow[apache-drill]", "apache-airflow[apache-druid]", "apache-airflow[apache-flink]", "apache-airflow[apache-hdfs]", "apache-airflow[apache-hive]", "apache-airflow[apache-iceberg]", "apache-airflow[apache-impala]", "apache-airflow[apache-kafka]", "apache-airflow[apache-kylin]", "apache-airflow[apache-livy]", "apache-airflow[apache-pig]", "apache-airflow[apache-pinot]", "apache-airflow[apache-spark]", "apache-airflow[apache-webhdfs]", "apache-airflow[apprise]", "apache-airflow[arangodb]", "apache-airflow[asana]", "apache-airflow[async]", "apache-airflow[atlassian-jira]", "apache-airflow[celery]", "apache-airflow[cgroups]", "apache-airflow[cloudant]", "apache-airflow[cloudpickle]", "apache-airflow[cncf-kubernetes]", "apache-airflow[cohere]", "apache-airflow[common-compat]", "apache-airflow[common-io]", "apache-airflow[common-sql]", "apache-airflow[databricks]", "apache-airflow[datadog]", "apache-airflow[dbt-cloud]", "apache-airflow[deprecated-api]", "apache-airflow[dingding]", "apache-airflow[discord]", "apache-airflow[docker]", "apache-airflow[elasticsearch]", "apache-airflow[exasol]", "apache-airflow[fab]", "apache-airflow[facebook]", "apache-airflow[ftp]", "apache-airflow[github-enterprise]", "apache-airflow[github]", "apache-airflow[google-auth]", "apache-airflow[google]", "apache-airflow[graphviz]", "apache-airflow[grpc]", "apache-airflow[hashicorp]", "apache-airflow[http]", "apache-airflow[imap]", "apache-airflow[influxdb]", "apache-airflow[jdbc]", "apache-airflow[jenkins]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[microsoft-azure]", "apache-airflow[microsoft-mssql]", "apache-airflow[microsoft-psrp]", "apache-airflow[microsoft-winrm]", "apache-airflow[mongo]", "apache-airflow[mysql]", "apache-airflow[neo4j]", "apache-airflow[odbc]", "apache-airflow[openai]", "apache-airflow[openfaas]", "apache-airflow[openlineage]", "apache-airflow[opensearch]", "apache-airflow[opsgenie]", "apache-airflow[oracle]", "apache-airflow[otel]", "apache-airflow[pagerduty]", "apache-airflow[pandas]", "apache-airflow[papermill]", "apache-airflow[password]", "apache-airflow[pgvector]", "apache-airflow[pinecone]", "apache-airflow[postgres]", "apache-airflow[presto]", "apache-airflow[pydantic]", "apache-airflow[qdrant]", "apache-airflow[rabbitmq]", "apache-airflow[redis]", "apache-airflow[s3fs]", "apache-airflow[salesforce]", "apache-airflow[samba]", "apache-airflow[saml]", "apache-airflow[segment]", "apache-airflow[sendgrid]", "apache-airflow[sentry]", "apache-airflow[sftp]", "apache-airflow[singularity]", "apache-airflow[slack]", "apache-airflow[smtp]", "apache-airflow[snowflake]", "apache-airflow[sqlite]", "apache-airflow[ssh]", "apache-airflow[statsd]", "apache-airflow[tableau]", "apache-airflow[tabular]", "apache-airflow[telegram]", "apache-airflow[teradata]", "apache-airflow[trino]", "apache-airflow[uv]", "apache-airflow[vertica]", "apache-airflow[virtualenv]", "apache-airflow[weaviate]", "apache-airflow[yandex]", "apache-airflow[ydb]", "apache-airflow[zendesk]"]
+all-core = ["apache-airflow[aiobotocore]", "apache-airflow[apache-atlas]", "apache-airflow[apache-webhdfs]", "apache-airflow[async]", "apache-airflow[cgroups]", "apache-airflow[cloudpickle]", "apache-airflow[deprecated-api]", "apache-airflow[github-enterprise]", "apache-airflow[google-auth]", "apache-airflow[graphviz]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[otel]", "apache-airflow[pandas]", "apache-airflow[password]", "apache-airflow[pydantic]", "apache-airflow[rabbitmq]", "apache-airflow[s3fs]", "apache-airflow[saml]", "apache-airflow[sentry]", "apache-airflow[statsd]", "apache-airflow[uv]", "apache-airflow[virtualenv]"]
all-dbs = ["apache-airflow[apache-cassandra]", "apache-airflow[apache-drill]", "apache-airflow[apache-druid]", "apache-airflow[apache-hdfs]", "apache-airflow[apache-hive]", "apache-airflow[apache-impala]", "apache-airflow[apache-pinot]", "apache-airflow[arangodb]", "apache-airflow[cloudant]", "apache-airflow[databricks]", "apache-airflow[exasol]", "apache-airflow[influxdb]", "apache-airflow[microsoft-mssql]", "apache-airflow[mongo]", "apache-airflow[mysql]", "apache-airflow[neo4j]", "apache-airflow[postgres]", "apache-airflow[presto]", "apache-airflow[trino]", "apache-airflow[vertica]"]
amazon = ["apache-airflow-providers-amazon"]
apache-atlas = ["atlasclient (>=0.1.2)"]
@@ -264,6 +293,7 @@ apache-druid = ["apache-airflow-providers-apache-druid"]
apache-flink = ["apache-airflow-providers-apache-flink"]
apache-hdfs = ["apache-airflow-providers-apache-hdfs"]
apache-hive = ["apache-airflow-providers-apache-hive"]
+apache-iceberg = ["apache-airflow-providers-apache-iceberg"]
apache-impala = ["apache-airflow-providers-apache-impala"]
apache-kafka = ["apache-airflow-providers-apache-kafka"]
apache-kylin = ["apache-airflow-providers-apache-kylin"]
@@ -284,15 +314,17 @@ cassandra = ["apache-airflow[apache-cassandra]"]
celery = ["apache-airflow-providers-celery"]
cgroups = ["cgroupspy (>=0.2.2)"]
cloudant = ["apache-airflow-providers-cloudant"]
+cloudpickle = ["cloudpickle"]
cncf-kubernetes = ["apache-airflow-providers-cncf-kubernetes"]
cohere = ["apache-airflow-providers-cohere"]
+common-compat = ["apache-airflow-providers-common-compat"]
common-io = ["apache-airflow-providers-common-io"]
common-sql = ["apache-airflow-providers-common-sql"]
databricks = ["apache-airflow-providers-databricks"]
datadog = ["apache-airflow-providers-datadog"]
dbt-cloud = ["apache-airflow-providers-dbt-cloud"]
deprecated-api = ["requests (>=2.27.0,<3)"]
-devel-ci = ["aiobotocore (>=2.7.0)", "aiofiles (>=23.2.0)", "aioresponses (>=0.7.6)", "amqp", "astroid (>=2.12.3,<3.0)", "atlasclient (>=0.1.2)", "authlib (>=1.0.0)", "backports-zoneinfo (>=0.2.1)", "bcrypt (>=2.0.0)", "beautifulsoup4 (>=4.7.1)", "black (>=23.12.0)", "blinker (>=1.1)", "blinker (>=1.7.0)", "cgroupspy (>=0.2.2)", "checksumdir (>=1.2.0)", "click (>=8.0)", "click (>=8.0,!=8.1.4,!=8.1.5)", "coverage (>=7.4.0)", "diagrams (>=0.23.4)", "docutils (>=0.16,<0.17)", "duckdb (>=0.10.0)", "duckdb (>=0.9.0)", "eralchemy2 (>=1.3.8)", "eventlet (>=0.33.3)", "flask-bcrypt (>=0.7.1)", "gevent (>=0.13)", "gitpython (>=3.1.40)", "graphviz (>=0.12)", "greenlet (>=0.4.9)", "hatch (>=1.9.1)", "hdfs[avro,dataframe,kerberos] (>=2.0.4)", "ipdb (>=0.13.13)", "ldap3 (>=2.5.1)", "mypy (==1.9.0)", "opentelemetry-exporter-prometheus", "pandas (>=1.2.5,<2.2)", "pipdeptree (>=2.13.1)", "plyvel", "pre-commit (>=3.5.0)", "pydantic (>=2.3.0)", "pygithub (>=2.1.1)", "pykerberos (>=1.1.13)", "pytest (>=7.4.4,<8.0)", "pytest-asyncio (>=0.23.3)", "pytest-cov (>=4.1.0)", "pytest-custom-exit-code (>=0.3.0)", "pytest-icdiff (>=0.9)", "pytest-instafail (>=0.5.0)", "pytest-mock (>=3.12.0)", "pytest-rerunfailures (>=13.0)", "pytest-timeouts (>=1.2.1)", "pytest-xdist (>=3.5.0)", "python-ldap", "python3-saml (>=1.16.0)", "requests (>=2.27.0,<3)", "requests-kerberos (>=0.10.0)", "requests-mock (>=1.11.0)", "restructuredtext-lint (>=1.4.0)", "rich-click (>=1.7.0)", "ruff (==0.3.3)", "s3fs (>=2023.10.0)", "semver (>=3.0.2)", "sentry-sdk (>=1.32.0,!=1.33.0)", "sphinx (>=5.3.0,<6.0.0)", "sphinx-airflow-theme (>=0.0.12)", "sphinx-argparse (>=0.4.0)", "sphinx-autoapi (>=2.1.1)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-jinja (>=2.0.2)", "sphinx-rtd-theme (>=2.0.0)", "sphinxcontrib-applehelp (>=1.0.4)", "sphinxcontrib-devhelp (>=1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.1)", "sphinxcontrib-httpdomain (>=1.8.1)", "sphinxcontrib-jquery (>=4.1)", "sphinxcontrib-jsmath (>=1.0.1)", "sphinxcontrib-qthelp (>=1.0.3)", "sphinxcontrib-redoc (>=1.6.0)", "sphinxcontrib-serializinghtml (==1.1.5)", "sphinxcontrib-spelling (>=8.0.0)", "statsd (>=3.3.0)", "thrift-sasl (>=0.2.0)", "time-machine (>=2.13.0)", "towncrier (>=23.11.0)", "twine (>=4.0.2)", "types-aiofiles", "types-certifi", "types-croniter", "types-deprecated", "types-docutils", "types-markdown", "types-paramiko", "types-protobuf", "types-pymysql", "types-python-dateutil", "types-python-slugify", "types-pytz", "types-pyyaml", "types-redis", "types-requests", "types-setuptools", "types-tabulate", "types-termcolor", "types-toml", "uv (>=0.1.32)", "virtualenv", "wheel (>=0.42.0)", "yamllint (>=1.33.0)"]
+devel-ci = ["aiobotocore (>=2.9.0)", "aiofiles (>=23.2.0)", "aioresponses (>=0.7.6)", "amqp", "astroid (>=2.12.3,<3.0)", "atlasclient (>=0.1.2)", "authlib (>=1.0.0)", "backports-zoneinfo (>=0.2.1)", "bcrypt (>=2.0.0)", "beautifulsoup4 (>=4.7.1)", "black (>=23.12.0)", "blinker (>=1.1)", "blinker (>=1.7.0)", "cgroupspy (>=0.2.2)", "checksumdir (>=1.2.0)", "click (>=8.0)", "click (>=8.0,!=8.1.4,!=8.1.5)", "cloudpickle", "coverage (>=7.4.0)", "diagrams (>=0.23.4)", "docutils (>=0.16,<0.17)", "duckdb (>=0.10.0)", "duckdb (>=0.9.0)", "eralchemy2 (>=1.3.8)", "eventlet (>=0.33.3)", "flask-bcrypt (>=0.7.1)", "gevent (>=0.13)", "gitpython (>=3.1.40)", "graphviz (>=0.12)", "greenlet (>=0.4.9)", "hatch (>=1.9.1)", "hdfs[avro,dataframe,kerberos] (>=2.0.4)", "incremental (>=22.10.0,!=24.7.0,!=24.7.1)", "ipdb (>=0.13.13)", "jmespath (>=0.7.0)", "ldap3 (>=2.5.1)", "mypy (==1.9.0)", "opentelemetry-exporter-prometheus", "pandas (>=1.2.5,<2.2)", "pipdeptree (>=2.13.1)", "plyvel", "pre-commit (>=3.5.0)", "pydantic (>=2.3.0)", "pygithub (>=2.1.1)", "pykerberos (>=1.1.13)", "pytest (>=8.2,<9)", "pytest-asyncio (>=0.23.6)", "pytest-cov (>=4.1.0)", "pytest-custom-exit-code (>=0.3.0)", "pytest-icdiff (>=0.9)", "pytest-instafail (>=0.5.0)", "pytest-mock (>=3.12.0)", "pytest-rerunfailures (>=13.0)", "pytest-timeouts (>=1.2.1)", "pytest-xdist (>=3.5.0)", "python-ldap", "python3-saml (>=1.16.0)", "requests (>=2.27.0,<3)", "requests-kerberos (>=0.10.0)", "requests-mock (>=1.11.0)", "restructuredtext-lint (>=1.4.0)", "rich-click (>=1.7.0)", "ruff (==0.5.5)", "s3fs (>=2023.10.0)", "semver (>=3.0.2)", "sentry-sdk (>=1.32.0,!=1.33.0)", "sphinx (>=5.3.0,<6.0.0)", "sphinx-airflow-theme (>=0.0.12)", "sphinx-argparse (>=0.4.0)", "sphinx-autoapi (>=2.1.1)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-jinja (>=2.0.2)", "sphinx-rtd-theme (>=2.0.0)", "sphinxcontrib-applehelp (>=1.0.4)", "sphinxcontrib-devhelp (>=1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.1)", "sphinxcontrib-httpdomain (>=1.8.1)", "sphinxcontrib-jquery (>=4.1)", "sphinxcontrib-jsmath (>=1.0.1)", "sphinxcontrib-qthelp (>=1.0.3)", "sphinxcontrib-redoc (>=1.6.0)", "sphinxcontrib-serializinghtml (==1.1.5)", "sphinxcontrib-spelling (>=8.0.0)", "statsd (>=3.3.0)", "thrift-sasl (>=0.2.0)", "time-machine (>=2.13.0)", "towncrier (>=23.11.0)", "twine (>=4.0.2)", "types-aiofiles", "types-certifi", "types-croniter", "types-deprecated", "types-docutils", "types-markdown", "types-paramiko", "types-protobuf", "types-pymysql", "types-python-dateutil", "types-python-slugify", "types-pytz", "types-pyyaml", "types-redis", "types-requests", "types-setuptools", "types-tabulate", "types-termcolor", "types-toml", "uv (>=0.1.32)", "virtualenv", "wheel (>=0.42.0)", "yamllint (>=1.33.0)"]
dingding = ["apache-airflow-providers-dingding"]
discord = ["apache-airflow-providers-discord"]
docker = ["apache-airflow-providers-docker"]
@@ -380,38 +412,54 @@ weaviate = ["apache-airflow-providers-weaviate"]
webhdfs = ["apache-airflow[apache-webhdfs]"]
winrm = ["apache-airflow[microsoft-winrm]"]
yandex = ["apache-airflow-providers-yandex"]
+ydb = ["apache-airflow-providers-ydb"]
zendesk = ["apache-airflow-providers-zendesk"]
+[[package]]
+name = "apache-airflow-providers-common-compat"
+version = "1.2.0"
+description = "Provider package apache-airflow-providers-common-compat for Apache Airflow"
+optional = false
+python-versions = "~=3.8"
+files = [
+ {file = "apache_airflow_providers_common_compat-1.2.0-py3-none-any.whl", hash = "sha256:c616cd372acd1055eff418f49a182511641415ebee1dc00b5fadd891c43d5fd5"},
+ {file = "apache_airflow_providers_common_compat-1.2.0.tar.gz", hash = "sha256:ebecc6da90f8cb4e18717627edf683f50dfae3085f2a3860774975bcc8cbb7ae"},
+]
+
+[package.dependencies]
+apache-airflow = ">=2.8.0"
+
[[package]]
name = "apache-airflow-providers-common-io"
-version = "1.3.2"
+version = "1.4.0"
description = "Provider package apache-airflow-providers-common-io for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_common_io-1.3.2-py3-none-any.whl", hash = "sha256:7c0299d8eb2e3fc7b99f522c4d333e2b888edbf47861a8f3e3ae78707ae77aab"},
- {file = "apache_airflow_providers_common_io-1.3.2.tar.gz", hash = "sha256:1212e484a16ad311bcb979e84ad1fa1cc45d7f5ba4dfcbd7978887bd30809e75"},
+ {file = "apache_airflow_providers_common_io-1.4.0-py3-none-any.whl", hash = "sha256:415c1b9ba57e0451fcfd3e4f020c589f5ed778b4a034bf0946c87e9b920e4b5d"},
+ {file = "apache_airflow_providers_common_io-1.4.0.tar.gz", hash = "sha256:66e8c285a0ec070adad3d9293fa2c27f35d728aa8e0d1d0219a788c1d70b8b8c"},
]
[package.dependencies]
apache-airflow = ">=2.8.0"
[package.extras]
+common-compat = ["apache-airflow-providers-common-compat"]
openlineage = ["apache-airflow-providers-openlineage"]
[[package]]
name = "apache-airflow-providers-common-sql"
-version = "1.14.2"
+version = "1.16.0"
description = "Provider package apache-airflow-providers-common-sql for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_common_sql-1.14.2-py3-none-any.whl", hash = "sha256:49d9c9389489be4085499b3706ccbe2853584ade5bda91082c7d9242b80048e8"},
- {file = "apache_airflow_providers_common_sql-1.14.2.tar.gz", hash = "sha256:c536f6e42347c035a0f5103c0ca5aa0ff4671cbd01af89b2d9602ebb2b8fae42"},
+ {file = "apache_airflow_providers_common_sql-1.16.0-py3-none-any.whl", hash = "sha256:380738275f2d0db73cb1f282d706890e92aea71bfe8fa8eec4c32293c9575b10"},
+ {file = "apache_airflow_providers_common_sql-1.16.0.tar.gz", hash = "sha256:559beb12f5f37169188ea5805b18a0389fb780e27fe90939ec1b34e9b459dd39"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
more-itertools = ">=9.0.0"
sqlparse = ">=0.4.2"
@@ -421,13 +469,13 @@ pandas = ["pandas (>=1.5.3,<2.2)", "pandas (>=2.1.2,<2.2)"]
[[package]]
name = "apache-airflow-providers-fab"
-version = "1.2.1"
+version = "1.3.0"
description = "Provider package apache-airflow-providers-fab for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_fab-1.2.1-py3-none-any.whl", hash = "sha256:6782709e96d83213a4c996062a5b5a93809a4cc90db1cf038f93033bca053b8f"},
- {file = "apache_airflow_providers_fab-1.2.1.tar.gz", hash = "sha256:d36d0eda3fd599a817832e1d8137ee41467b37dde26cc773cd64285fbd5bd79d"},
+ {file = "apache_airflow_providers_fab-1.3.0-py3-none-any.whl", hash = "sha256:f4b68c4d11ff15d66c909acdd24e8c22f51318280c05284c032b17a70c422a4c"},
+ {file = "apache_airflow_providers_fab-1.3.0.tar.gz", hash = "sha256:9e33d80380ce052bb7557d5c22bf4cbd7bc5c22e47f4c747e6a931056bd74d6d"},
]
[package.dependencies]
@@ -440,81 +488,82 @@ jmespath = ">=0.7.0"
[[package]]
name = "apache-airflow-providers-ftp"
-version = "3.10.0"
+version = "3.11.0"
description = "Provider package apache-airflow-providers-ftp for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_ftp-3.10.0-py3-none-any.whl", hash = "sha256:c6337223466704ca30da115bd811c8178efed7576335eda7735f43b5acfda060"},
- {file = "apache_airflow_providers_ftp-3.10.0.tar.gz", hash = "sha256:36d877ea66310e99541672dbea4f9a4b90e8c15a5ec99efc65d63341fbdd8837"},
+ {file = "apache_airflow_providers_ftp-3.11.0-py3-none-any.whl", hash = "sha256:3a15159cb0f113861c1588b7f7d91723e3cfd7da787e89721b8cb4da74e4a98b"},
+ {file = "apache_airflow_providers_ftp-3.11.0.tar.gz", hash = "sha256:bc38ceb86c5ecad9b469a0c3ef6bcb404c804e716d7b37300c2ce80898085ca5"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
[package.extras]
+common-compat = ["apache-airflow-providers-common-compat"]
openlineage = ["apache-airflow-providers-openlineage"]
[[package]]
name = "apache-airflow-providers-http"
-version = "4.12.0"
+version = "4.13.0"
description = "Provider package apache-airflow-providers-http for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_http-4.12.0-py3-none-any.whl", hash = "sha256:2e5e7639aa6cd0996b92651b5123e765c70d3f2a6dd4b54c3caa34ca249c1887"},
- {file = "apache_airflow_providers_http-4.12.0.tar.gz", hash = "sha256:554307bc1862b4c1d6439cc0f5e76275d97fd4b04bf8fb07e4f5eac655e19069"},
+ {file = "apache_airflow_providers_http-4.13.0-py3-none-any.whl", hash = "sha256:547975917bde5e3b72af00b3f70b4aac451cc3c1b7e0cf0d669d4273fa67fb69"},
+ {file = "apache_airflow_providers_http-4.13.0.tar.gz", hash = "sha256:730d3a9147afb4596682f0f4197f7435460ec05a01548cad86c411b1b926fe28"},
]
[package.dependencies]
aiohttp = ">=3.9.2"
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
asgiref = "*"
requests = ">=2.27.0,<3"
requests_toolbelt = "*"
[[package]]
name = "apache-airflow-providers-imap"
-version = "3.6.1"
+version = "3.7.0"
description = "Provider package apache-airflow-providers-imap for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_imap-3.6.1-py3-none-any.whl", hash = "sha256:1630dfad25a4db28da37ed4cb522674e37d0d981238fdb34ed2933c7f348763a"},
- {file = "apache_airflow_providers_imap-3.6.1.tar.gz", hash = "sha256:20e8052b43f32c3e711cbe0ffe3763cf550ffb06011ed4c57c3e806dd99dfa06"},
+ {file = "apache_airflow_providers_imap-3.7.0-py3-none-any.whl", hash = "sha256:f7df79dd99a43fe18c009740aa7dd2c52e1d8caac173cf745e8d59b06e02adcf"},
+ {file = "apache_airflow_providers_imap-3.7.0.tar.gz", hash = "sha256:b3fae432280a07c9bd9f05eed5b500a6c080905c1403df342305e798dcf87754"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
[[package]]
name = "apache-airflow-providers-smtp"
-version = "1.7.1"
+version = "1.8.0"
description = "Provider package apache-airflow-providers-smtp for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
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python-versions = ">=3.6"
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jsonschema = ">=2.5.1,<5"
packaging = ">=20"
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requests = ">=2.9.1,<3"
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[[package]]
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optional = false
python-versions = ">=3.8"
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+ {file = "yarl-1.11.1.tar.gz", hash = "sha256:1bb2d9e212fb7449b8fb73bc461b51eaa17cc8430b4a87d87be7b25052d92f53"},
]
[package.dependencies]
@@ -5481,18 +5610,22 @@ multidict = ">=4.0"
[[package]]
name = "zipp"
-version = "3.19.2"
+version = "3.20.2"
description = "Backport of pathlib-compatible object wrapper for zip files"
optional = false
python-versions = ">=3.8"
files = [
- {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
- {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+ {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+ {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
]
[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
[metadata]
lock-version = "2.0"
From 1d6292ffd1527a0170b13150cf635c15d5dd7f07 Mon Sep 17 00:00:00 2001
From: Mikita Sakalouski <38785549+mikita-sakalouski@users.noreply.github.com>
Date: Tue, 17 Sep 2024 00:25:14 +0200
Subject: [PATCH 3/3] Add spark_python_task support in Workflow (#156)
* add spark_python_task support in Workflow class and update example workflows
* fix: tests and expected bundle
* feat: add adjustment of python file in case of local for spark_python
* fix: adjust logic for workspace
* feat: add common_task_parameters support
* fix: missed slash
* fix: improve tests
* feat: update poetry lock
---
brickflow/__init__.py | 2 +
brickflow/codegen/databricks_bundle.py | 294 +-
brickflow/engine/task.py | 72 +-
brickflow/engine/workflow.py | 21 +
docs/tasks.md | 137 +-
.../brickflow_examples/workflows/demo_wf.py | 40 +-
poetry.lock | 2549 +++++++++--------
.../expected_bundles/dev_bundle_monorepo.yml | 16 +
.../expected_bundles/dev_bundle_polyrepo.yml | 16 +
.../dev_bundle_polyrepo_with_auto_libs.yml | 20 +
.../codegen/expected_bundles/local_bundle.yml | 24 +
.../local_bundle_prefix_suffix.yml | 16 +
tests/codegen/sample_workflows.py | 136 +-
tests/codegen/test_databricks_bundle.py | 94 +-
tests/engine/test_task.py | 54 +-
15 files changed, 2073 insertions(+), 1418 deletions(-)
diff --git a/brickflow/__init__.py b/brickflow/__init__.py
index ff6f622..ba635e0 100644
--- a/brickflow/__init__.py
+++ b/brickflow/__init__.py
@@ -278,6 +278,7 @@ def get_bundles_project_env() -> str:
DLTChannels,
NotebookTask,
SparkJarTask,
+ SparkPythonTask,
RunJobTask,
SqlTask,
IfElseConditionTask,
@@ -323,6 +324,7 @@ def get_bundles_project_env() -> str:
"DLTPipeline",
"NotebookTask",
"SparkJarTask",
+ "SparkPythonTask",
"RunJobTask",
"DLTEdition",
"DLTChannels",
diff --git a/brickflow/codegen/databricks_bundle.py b/brickflow/codegen/databricks_bundle.py
index 5e22534..1c602aa 100644
--- a/brickflow/codegen/databricks_bundle.py
+++ b/brickflow/codegen/databricks_bundle.py
@@ -6,7 +6,7 @@
import typing
from enum import Enum
from pathlib import Path
-from typing import List, Optional, Union, Dict, Any, Iterator
+from typing import Any, Callable, Dict, Iterator, List, Optional, Union
import yaml
from databricks.sdk import WorkspaceClient
@@ -15,49 +15,50 @@
from pydantic import BaseModel
from brickflow import (
- Workflow,
+ BrickflowDefaultEnvs,
+ BrickflowEnvVars,
Task,
TaskType,
- BrickflowDefaultEnvs,
- ctx,
+ Workflow,
_ilog,
- get_bundles_project_env,
- BrickflowEnvVars,
+ ctx,
get_brickflow_version,
+ get_bundles_project_env,
)
from brickflow.bundles.model import (
+ Bundle,
+ DatabricksAssetBundles,
Jobs,
- JobsSchedule,
- JobsTasks,
- JobsPermissions,
JobsGitSource,
- DatabricksAssetBundles,
JobsJobClusters,
- JobsTasksPipelineTask,
+ JobsPermissions,
+ JobsRunAs,
+ JobsSchedule,
+ JobsTasks,
+ JobsTasksConditionTask,
JobsTasksDependsOn,
JobsTasksLibraries,
JobsTasksNotebookTask,
+ JobsTasksPipelineTask,
JobsTasksRunJobTask,
JobsTasksSparkJarTask,
+ JobsTasksSparkPythonTask,
JobsTasksSqlTask,
- JobsTasksConditionTask,
- Resources,
- Workspace,
- Bundle,
Pipelines,
- JobsRunAs,
PipelinesLibraries,
PipelinesLibrariesNotebook,
+ Resources,
Targets,
+ Workspace,
)
from brickflow.codegen import (
CodegenInterface,
- handle_mono_repo_path,
DatabricksDefaultClusterTagKeys,
+ handle_mono_repo_path,
)
from brickflow.engine.task import (
- TaskLibrary,
DLTPipeline,
+ TaskLibrary,
TaskSettings,
filter_bf_related_libraries,
get_brickflow_libraries,
@@ -66,7 +67,7 @@
if typing.TYPE_CHECKING:
from brickflow.engine.project import (
_Project,
- ) # noqa
+ )
class DatabricksBundleResourceMutator(abc.ABC):
@@ -399,9 +400,9 @@ def __init__(
id_: str,
env: str,
mutators: Optional[List[DatabricksBundleResourceMutator]] = None,
- **kwargs: Any,
+ **_kwargs: Any,
) -> None:
- super().__init__(project, id_, env, **kwargs)
+ super().__init__(project, id_, env, **_kwargs)
self.imports: List[ImportBlock] = []
self.mutators = mutators or [
DatabricksBundleTagsAndNameMutator(),
@@ -421,15 +422,55 @@ def workflow_obj_to_schedule(workflow: Workflow) -> Optional[JobsSchedule]:
)
return None
- def get_entrypoint_notebook_source(self) -> str:
+ def adjust_source(self) -> str:
return "WORKSPACE" if self.env == BrickflowDefaultEnvs.LOCAL.value else "GIT"
- def task_to_task_obj(self, task: Task) -> Union[JobsTasksNotebookTask]:
+ def adjust_file_path(self, file_path: str) -> str:
+ """
+ Adjusts the given file path based on the environment and project settings.
+ If the environment is local and the project has a defined bundle base path and bundle object name,
+ the method constructs a new file path by appending the local bundle path to the given file path.
+ Args:
+ file_path (str): The original file path to be adjusted.
+ Returns:
+ str: The adjusted file path.
+ """
+ if (
+ self.env == BrickflowDefaultEnvs.LOCAL.value
+ and self.project.bundle_base_path is not None
+ and self.project.bundle_obj_name is not None
+ ):
+ bundle_files_local_path = "/".join(
+ [
+ "/Workspace",
+ self.project.bundle_base_path,
+ self.project.bundle_obj_name,
+ self.project.name,
+ str(BrickflowDefaultEnvs.LOCAL.value),
+ "files",
+ ]
+ ).replace("//", "/")
+
+ # Finds the start position of the project name in the given file path and calculates the cut position.
+ # - `file_path.find(self.project.name)`: Finds the start index of the project name in the file path.
+ # - `+ len(self.project.name) + 1`: Moves the start position to the character after the project name.
+ # - Adjusts the file path by appending the local bundle path to the cut file path.
+ cut_file_path = file_path[
+ file_path.find(self.project.name) + len(self.project.name) + 1 :
+ ]
+ file_path = (
+ bundle_files_local_path + file_path
+ if file_path.startswith("/")
+ else f"{bundle_files_local_path}/{cut_file_path}"
+ )
+ return file_path
+
+ def task_to_task_obj(self, task: Task) -> JobsTasksNotebookTask:
if task.task_type in [TaskType.BRICKFLOW_TASK, TaskType.CUSTOM_PYTHON_TASK]:
generated_path = handle_mono_repo_path(self.project, self.env)
return JobsTasksNotebookTask(
**task.get_obj_dict(generated_path),
- source=self.get_entrypoint_notebook_source(),
+ source=self.adjust_source(),
)
def workflow_obj_to_pipelines(self, workflow: Workflow) -> Dict[str, Pipelines]:
@@ -458,10 +499,13 @@ def _build_native_notebook_task(
task_libraries: List[JobsTasksLibraries],
task_settings: TaskSettings,
depends_on: List[JobsTasksDependsOn],
+ **_kwargs: Any,
) -> JobsTasks:
+ notebook_task: JobsTasksNotebookTask = task.task_func()
+
try:
- notebook_task: JobsTasksNotebookTask = task.task_func()
- except Exception as e:
+ assert isinstance(notebook_task, JobsTasksNotebookTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building notebook task {task_name}. "
f"Make sure {task_name} returns a NotebookTask object."
@@ -485,10 +529,13 @@ def _build_native_spark_jar_task(
task_libraries: List[JobsTasksLibraries],
task_settings: TaskSettings,
depends_on: List[JobsTasksDependsOn],
+ **_kwargs: Any,
) -> JobsTasks:
+ spark_jar_task: JobsTasksSparkJarTask = task.task_func()
+
try:
- spark_jar_task: JobsTasksSparkJarTask = task.task_func()
- except Exception as e:
+ assert isinstance(spark_jar_task, JobsTasksSparkJarTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building jar task {task_name}. "
f"Make sure {task_name} returns a SparkJarTask object."
@@ -505,20 +552,68 @@ def _build_native_spark_jar_task(
**task.cluster.job_task_field_dict,
)
+ def _build_native_spark_python_task(
+ self,
+ task_name: str,
+ task: Task,
+ task_libraries: List[JobsTasksLibraries],
+ task_settings: TaskSettings,
+ depends_on: List[JobsTasksDependsOn],
+ **kwargs: Any,
+ ) -> JobsTasks:
+ spark_python_task = task.task_func()
+
+ try:
+ assert isinstance(spark_python_task, JobsTasksSparkPythonTask)
+ except AssertionError as e:
+ raise ValueError(
+ f"Error while building python task {task_name}. "
+ f"Make sure {task_name} returns a SparkPythonTask object."
+ ) from e
+
+ spark_python_task.source = self.adjust_source()
+ spark_python_task.python_file = self.adjust_file_path(
+ file_path=spark_python_task.python_file
+ )
+ workflow: Optional[Workflow] = kwargs.get("workflow")
+ commom_task_parameters = workflow.common_task_parameters if workflow else None
+
+ if commom_task_parameters:
+ spark_python_task.parameters = spark_python_task.parameters or []
+ for k, v in commom_task_parameters.items():
+ if k not in spark_python_task.parameters:
+ spark_python_task.parameters.append(k)
+ spark_python_task.parameters.append(v)
+
+ return JobsTasks(
+ **task_settings.to_tf_dict(),
+ spark_python_task=spark_python_task,
+ libraries=task_libraries,
+ depends_on=depends_on,
+ task_key=task_name,
+ # unpack dictionary provided by cluster object, will either be key or
+ # existing cluster id
+ **task.cluster.job_task_field_dict,
+ )
+
def _build_native_run_job_task(
self,
task_name: str,
task: Task,
task_settings: TaskSettings,
depends_on: List[JobsTasksDependsOn],
+ **_kwargs: Any,
) -> JobsTasks:
+ run_job_task: JobsTasksRunJobTask = task.task_func()
+
try:
- run_job_task: JobsTasksRunJobTask = task.task_func()
- except Exception as e:
+ assert isinstance(run_job_task, JobsTasksRunJobTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building run job task {task_name}. "
f"Make sure {task_name} returns a RunJobTask object."
) from e
+
return JobsTasks(
**task_settings.to_tf_dict(), # type: ignore
run_job_task=JobsTasksRunJobTask(job_id=run_job_task.job_id),
@@ -532,15 +627,18 @@ def _build_native_sql_file_task(
task: Task,
task_settings: TaskSettings,
depends_on: List[JobsTasksDependsOn],
+ **_kwargs: Any,
) -> JobsTasks:
+ sql_task: JobsTasksSqlTask = task.task_func()
+
try:
- sql_task: JobsTasksSqlTask = task.task_func()
- except Exception as e:
- print(e)
+ assert isinstance(sql_task, JobsTasksSqlTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building sql file task {task_name}. "
f"Make sure {task_name} returns a JobsTasksSqlTask object."
) from e
+
return JobsTasks(
**task_settings.to_tf_dict(), # type: ignore
sql_task=sql_task,
@@ -554,11 +652,13 @@ def _build_native_condition_task(
task: Task,
task_settings: TaskSettings,
depends_on: List[JobsTasksDependsOn],
+ **_kwargs: Any,
) -> JobsTasks:
+ condition_task: JobsTasksConditionTask = task.task_func()
+
try:
- condition_task: JobsTasksConditionTask = task.task_func()
- except Exception as e:
- print(e)
+ assert isinstance(condition_task, JobsTasksConditionTask)
+ except AssertionError as e:
raise ValueError(
f"Error while building If/else task {task_name}. "
f"Make sure {task_name} returns a JobsTasksConditionTask object."
@@ -577,8 +677,18 @@ def _build_dlt_task(
workflow: Workflow,
task_settings: TaskSettings,
depends_on: List[JobsTasksDependsOn],
+ **_kwargs: Any,
) -> JobsTasks:
dlt_task: DLTPipeline = task.task_func()
+
+ try:
+ assert isinstance(dlt_task, DLTPipeline)
+ except AssertionError as e:
+ raise ValueError(
+ f"Error while building DLT task {task_name}. "
+ f"Make sure {task_name} returns a DLTPipeline object."
+ ) from e
+
# tasks.append(Pipelines(**dlt_task.to_dict())) # TODO: fix this so pipeline also gets created
pipeline_ref = self.get_pipeline_reference(workflow, dlt_task)
return JobsTasks(
@@ -591,11 +701,49 @@ def _build_dlt_task(
task_key=task_name,
)
+ def _build_brickflow_entrypoint_task(
+ self,
+ task_name: str,
+ task: Task,
+ task_settings: TaskSettings,
+ depends_on: List[JobsTasksDependsOn],
+ task_libraries: List[JobsTasksLibraries],
+ **_kwargs: Any,
+ ) -> JobsTasks:
+ task_obj = JobsTasks(
+ **{
+ task.databricks_task_type_str: self.task_to_task_obj(task),
+ **task_settings.to_tf_dict(),
+ }, # type: ignore
+ libraries=task_libraries,
+ depends_on=depends_on,
+ task_key=task_name,
+ # unpack dictionary provided by cluster object, will either be key or
+ # existing cluster id
+ **task.cluster.job_task_field_dict,
+ )
+ return task_obj
+
def workflow_obj_to_tasks(
self, workflow: Workflow
) -> List[Union[JobsTasks, Pipelines]]:
tasks = []
+
+ map_task_type_to_builder: Dict[TaskType, Callable[..., Any]] = {
+ TaskType.DLT: self._build_dlt_task,
+ TaskType.NOTEBOOK_TASK: self._build_native_notebook_task,
+ TaskType.SPARK_JAR_TASK: self._build_native_spark_jar_task,
+ TaskType.SPARK_PYTHON_TASK: self._build_native_spark_python_task,
+ TaskType.RUN_JOB_TASK: self._build_native_run_job_task,
+ TaskType.SQL: self._build_native_sql_file_task,
+ TaskType.IF_ELSE_CONDITION_TASK: self._build_native_condition_task,
+ }
+
for task_name, task in workflow.tasks.items():
+ builder_func = map_task_type_to_builder.get(
+ task.task_type, self._build_brickflow_entrypoint_task
+ )
+
# TODO: DLT
# pipeline_task: Pipeline = self._create_dlt_notebooks(stack, task)
if task.depends_on_names:
@@ -614,67 +762,21 @@ def workflow_obj_to_tasks(
libraries += get_brickflow_libraries(workflow.enable_plugins)
task_libraries = [
- JobsTasksLibraries(**library.dict) for library in libraries # type: ignore
- ]
- task_settings = workflow.default_task_settings.merge(task.task_settings)
- if task.task_type == TaskType.DLT:
- # native dlt task
- tasks.append(
- self._build_dlt_task(
- task_name, task, workflow, task_settings, depends_on
- )
- )
- elif task.task_type == TaskType.NOTEBOOK_TASK:
- # native notebook task
- tasks.append(
- self._build_native_notebook_task(
- task_name, task, task_libraries, task_settings, depends_on
- )
- )
- elif task.task_type == TaskType.SPARK_JAR_TASK:
- # native jar task
- tasks.append(
- self._build_native_spark_jar_task(
- task_name, task, task_libraries, task_settings, depends_on
- )
- )
- elif task.task_type == TaskType.RUN_JOB_TASK:
- # native run job task
- tasks.append(
- self._build_native_run_job_task(
- task_name, task, task_settings, depends_on
- )
- )
- elif task.task_type == TaskType.SQL:
- # native SQL task
- tasks.append(
- self._build_native_sql_file_task(
- task_name, task, task_settings, depends_on
- )
- )
- elif task.task_type == TaskType.IF_ELSE_CONDITION_TASK:
- # native If/Else task
- tasks.append(
- self._build_native_condition_task(
- task_name, task, task_settings, depends_on
- )
- )
- else:
- # brickflow entrypoint task
- task_obj = JobsTasks(
- **{
- task.databricks_task_type_str: self.task_to_task_obj(task),
- **task_settings.to_tf_dict(),
- }, # type: ignore
- libraries=task_libraries,
- depends_on=depends_on,
- task_key=task_name,
- # unpack dictionary provided by cluster object, will either be key or
- # existing cluster id
- **task.cluster.job_task_field_dict,
- )
- tasks.append(task_obj)
+ JobsTasksLibraries(**library.dict) for library in libraries
+ ] # type: ignore
+ task_settings = workflow.default_task_settings.merge(task.task_settings) # type: ignore
+ task = builder_func(
+ task_name=task_name,
+ task=task,
+ workflow=workflow,
+ task_libraries=task_libraries,
+ task_settings=task_settings,
+ depends_on=depends_on,
+ )
+ tasks.append(task)
+
tasks.sort(key=lambda t: (t.task_key is None, t.task_key))
+
return tasks
@staticmethod
diff --git a/brickflow/engine/task.py b/brickflow/engine/task.py
index fced4c1..a149482 100644
--- a/brickflow/engine/task.py
+++ b/brickflow/engine/task.py
@@ -14,51 +14,52 @@
from io import StringIO
from pathlib import Path
from typing import (
+ TYPE_CHECKING,
+ Any,
Callable,
- List,
Dict,
- Union,
- Optional,
- Any,
- Tuple,
- TYPE_CHECKING,
Iterator,
+ List,
Literal,
+ Optional,
+ Tuple,
+ Union,
)
import pluggy
from decouple import config
from brickflow import (
- _ilog,
BrickflowDefaultEnvs,
+ BrickflowEnvVars,
BrickflowProjectDeploymentSettings,
+ _ilog,
get_brickflow_version,
- BrickflowEnvVars,
)
from brickflow.bundles.model import (
+ JobsTasksConditionTask,
+ JobsTasksHealthRules,
JobsTasksNotebookTask,
JobsTasksNotificationSettings,
- JobsTasksHealthRules,
JobsTasksRunJobTask,
JobsTasksSparkJarTask,
+ JobsTasksSparkPythonTask,
JobsTasksSqlTask,
JobsTasksSqlTaskAlert,
JobsTasksSqlTaskAlertSubscriptions,
- JobsTasksSqlTaskDashboardSubscriptions,
JobsTasksSqlTaskDashboard,
+ JobsTasksSqlTaskDashboardSubscriptions,
JobsTasksSqlTaskFile,
JobsTasksSqlTaskQuery,
- JobsTasksConditionTask,
)
from brickflow.cli.projects import DEFAULT_BRICKFLOW_VERSION_MODE
from brickflow.context import (
+ BRANCH_SKIP_EXCEPT,
+ RETURN_VALUE_KEY,
+ SKIP_EXCEPT_HACK,
BrickflowBuiltInTaskVariables,
BrickflowInternalVariables,
ctx,
- BRANCH_SKIP_EXCEPT,
- SKIP_EXCEPT_HACK,
- RETURN_VALUE_KEY,
)
from brickflow.engine import ROOT_NODE, with_brickflow_logger
from brickflow.engine.compute import Cluster
@@ -119,6 +120,7 @@ class TaskType(Enum):
CUSTOM_PYTHON_TASK = "custom_python_task"
NOTEBOOK_TASK = "notebook_task"
SPARK_JAR_TASK = "spark_jar_task"
+ SPARK_PYTHON_TASK = "spark_python_task"
RUN_JOB_TASK = "run_job_task"
IF_ELSE_CONDITION_TASK = "condition_task"
@@ -152,7 +154,7 @@ def unique_libraries(
return list(set(library_list))
@property
- def dict(self) -> Dict[str, Union[str | Dict[str, str]]]:
+ def dict(self) -> Dict[str, Union[str, Dict[str, str]]]:
return dataclasses.asdict(self)
@staticmethod
@@ -451,6 +453,46 @@ def __init__(self, **kwargs: Any) -> None:
self.parameters = kwargs.get("parameters", None)
+class SparkPythonTask(JobsTasksSparkPythonTask):
+ """
+ The SparkPythonTask class is designed to handle the execution of a Spark job with Python dependencies in a
+ Databricks workspace. One has to make sure that the Python file(s) are uploaded to the worksapce (or) git
+ and provide the absolute path in the library. An instance of SparkPythonTask represents a Spark job that
+ is identified by its main class name and optionally by its parameters.
+
+ Attributes:
+ main_class_name (str, optional): The main class name of the Spark job to be run.
+ parameters (List[str], optional): The parameters for the Spark job. If not provided, default
+ parameters are used.
+
+ Examples:
+ Below are the different ways in which the SparkPythonTask class can be used:
+ @wf.spark_python_task(
+ libraries=[
+ PypiTaskLibrary(
+ package="koheesio"
+ )
+ ]
+ )
+ def spark_python_task_a():
+ return SparkPythonTask(
+ python_file="path/to/python/file.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ )
+ """
+
+ python_file: str
+ source: Optional[str] = None
+ parameters: Optional[List[str]] = None
+
+ def __init__(self, **kwargs: Any) -> None:
+ super().__init__(**kwargs)
+ self.source = kwargs.get("source", None)
+ self.parameters = kwargs.get("parameters", None)
+ self.python_file = kwargs.get("python_file", None)
+
+
class RunJobTask(JobsTasksRunJobTask):
"""
The RunJobTask class is designed to handle the execution of a specific job in a Databricks workspace.
diff --git a/brickflow/engine/workflow.py b/brickflow/engine/workflow.py
index c11ca89..16d7b5e 100644
--- a/brickflow/engine/workflow.py
+++ b/brickflow/engine/workflow.py
@@ -463,6 +463,27 @@ def spark_jar_task(
if_else_outcome=if_else_outcome,
)
+ def spark_python_task(
+ self,
+ task_func: Optional[Callable] = None,
+ name: Optional[str] = None,
+ cluster: Optional[Cluster] = None,
+ libraries: Optional[List[TaskLibrary]] = None,
+ task_settings: Optional[TaskSettings] = None,
+ depends_on: Optional[Union[Callable, str, List[Union[Callable, str]]]] = None,
+ if_else_outcome: Optional[Dict[Union[str, str], str]] = None,
+ ) -> Callable:
+ return self.task(
+ task_func,
+ name,
+ cluster=cluster,
+ libraries=libraries,
+ task_type=TaskType.SPARK_PYTHON_TASK,
+ task_settings=task_settings,
+ depends_on=depends_on,
+ if_else_outcome=if_else_outcome,
+ )
+
def run_job_task(
self,
task_func: Optional[Callable] = None,
diff --git a/docs/tasks.md b/docs/tasks.md
index e09ba3b..649fef7 100644
--- a/docs/tasks.md
+++ b/docs/tasks.md
@@ -1,6 +1,6 @@
-A task in Databricks workflows refers to a single unit of work that is executed as part of a larger data processing
-pipeline. Tasks are typically designed to perform a specific set of operations on data, such as loading data from a
-source, transforming the data, and storing it in a destination. In brickflow, tasks as designed in such a way that
+A task in Databricks workflows refers to a single unit of work that is executed as part of a larger data processing
+pipeline. Tasks are typically designed to perform a specific set of operations on data, such as loading data from a
+source, transforming the data, and storing it in a destination. In brickflow, tasks as designed in such a way that
Assuming, that this is already read - [workflow](workflows.md) and workflow object is created
@@ -21,7 +21,7 @@ def end():
pass
```
-1. Create a task using a decorator pattern. The task name would default to the python function name. So a task will be
+1. Create a task using a decorator pattern. The task name would default to the python function name. So a task will be
created with the name "start"
2. Creating a task and defining the task name explicitly instead of using the function name "end". The task will be
created with the new name "custom_end"
@@ -89,7 +89,7 @@ def task_function(*, test="var", test1="var1"): # (1)!
### Common task parameters
-In the [workflows](workflows.md#common-task-parameters) section, we saw how the common task parameters are created at
+In the [workflows](workflows.md#common-task-parameters) section, we saw how the common task parameters are created at
the workflow level. Now in this section, we shall see how to use the common task parameters
```python title="use_common_task_parameters"
@@ -171,7 +171,6 @@ def inbuilt_params():
11. "brickflow_internal_workflow_prefix" holds the value of the prefix used for the current workflow name
12. "brickflow_internal_workflow_suffix" holds the value of the suffix used for the current workflow name
-
### Clusters
There is a flexibility to use different clusters for each task or assign custom clusters
@@ -185,7 +184,7 @@ def custom_cluster():
pass
```
-1. You will be able to create a job cluster or use existing cluster. Refer to this [section](workflows.md#clusters) in
+1. You will be able to create a job cluster or use existing cluster. Refer to this [section](workflows.md#clusters) in
the workflows to understand how to implement
### Libraries
@@ -204,13 +203,11 @@ def custom_libraries():
1. You will be able to install libraries that are specific to a task. Refer to this [section](workflows.md#libraries) in
the workflows to understand how to implement
-
### Task types
-There are different task types that are supported by brickflow right now. The default task type that is used by
+There are different task types that are supported by brickflow right now. The default task type that is used by
brickflow is NOTEBOOK
-
```python title="task_types"
from brickflow import Workflow, TaskType, BrickflowTriggerRule, TaskResponse
wf = Workflow(...)
@@ -227,6 +224,7 @@ def dlt_task():
1. Provide the task type that is to be used for this task. Default is a notebook task
2. Trigger rule can be attached. It can be ALL_SUCCESS or NONE_FAILED. In this case, this task will be triggered, if all
the upstream tasks are at-least run and completed.
+
#### Notebook Task
The `Notebook Task` is used as a decorator in conjunction with the `notebook_task` method of a `Workflow` instance. This method registers the task within the workflow.
@@ -249,11 +247,12 @@ def example_notebook():
)
```
+
NotebookTask class can accept the following as inputs:
base_parameters: Optional[Dict[str, str]] = parameters to pass to notebook and can be accessed through dbutils widgets
notebook_path:'The path of the notebook to be run in the Databricks workspace or remote repository.For notebooks stored in the Databricks workspace, the path must be absolute and begin with a slash.
For notebooks stored in a remote repository, the path must be relative.,
- source: Optional[str] :'Optional location type of the Python file. When set to `WORKSPACE` or not specified, the file will be retrieved from the local workspace or cloud location (if the `python_file` has a URI format). When set to `GIT`,the Python file will be retrieved from a Git repository defined in `git_source`.* `WORKSPACE`: The Python file is located in a workspace or at a cloud filesystem URI.* `GIT`: The Python file is located in a remote Git repository.',
+ source: Optional[str] :'Optional location type of the Python file. When set to `WORKSPACE` or not specified, the file will be retrieved from the local workspace or cloud location (if the `python_file` has a URI format). When set to `GIT`,the Python file will be retrieved from a Git repository defined in `git_source`.*`WORKSPACE`: The Python file is located in a workspace or at a cloud filesystem URI.* `GIT`: The Python file is located in a remote Git repository.',
#### Run Job Task
@@ -286,7 +285,6 @@ RunJobTask class can accept the following as inputs:
parameters when remote trigger is required, it will envoke RunJobInRemoteWorkspace plugin which will transparently
substitute the native execution. No extra action will be required from the user.
-
#### JAR Task
The `JAR Task` is used as a decorator in conjunction with the `spark_jar_task` method of a `Workflow` instance. This method registers the task within the workflow.
@@ -334,10 +332,55 @@ JarTask class can accept the following as inputs:
main_class_name: The full name of the class containing the main method to be executed.
parameters [Optional]: Parameters passed to the main method.
+#### PYTHON Task
+
+The `PYTHON Task` is used as a decorator in conjunction with the `spark_python_task` method of a `Workflow` instance. This method registers the task within the workflow.
+Make sure to provide correct path to `PYTHON` file from workspace or relative path from git repo.
+Here's an example of how to use the `PYTHON` Task type:
+
+```python
+# Example:1
+@wf.spark_python_task(
+ libraries=[
+ PypiTaskLibrary(
+ package="koheesio"
+ )
+ ]
+ )
+def spark_python_task_a():
+ return SparkPythonTask(
+ python_file="path/to/python/file.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ )
+# Example: 2
+# we can also pass task type as parameter
+@wf.task(task_type=TaskType.SPARK_PYTHON_TASK, libraries=[
+ PypiTaskLibrary(
+ package="koheesio"
+ )
+ ]
+def run_job_task_a():
+ return SparkPythonTask(
+ python_file="path/to/python/file.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ )
+```
+
+PythonTask class can accept the following as inputs:
+
+ python_file:
+The Python file to be executed. Cloud file URIs (such as dbfs:/, s3:/, adls:/, gcs:/) and workspace paths are supported. For python files stored in the Databricks workspace, the path must be absolute and begin with `/`. For files stored in a remote repository, the path must be relative. This field is required.'
+
+ source: When set to `WORKSPACE` or not specified, the file will be retrieved from the local Databricks workspace or cloud location (if the `python_file` has a URI format). When set to `GIT`,\nthe Python file will be retrieved from a Git repository defined in `git_source`.\n\n* `WORKSPACE`: The Python file is located in a Databricks workspace or at a cloud filesystem URI.\n* `GIT`: The Python file is located in a remote Git repository..
+ parameters [Optional]: Parameters passed to the main method.
+
#### SQL Task
+
The SqlTask class is used to create SQL tasks in the workflow. It can be used to create tasks with a query ID, file path, alert ID, and dashboard ID.
The `SQL Task` is used as a decorator in conjunction with the `sql_task` method of a `Workflow` instance.
-This method registers the task within the workflow.
+This method registers the task within the workflow.
SQLTask class can accept the following as inputs:
query_id[Optional]: A string representing the ID of the query.
@@ -350,6 +393,7 @@ SQLTask class can accept the following as inputs:
warehouse_id: A string representing the ID of the warehouse.
Here's an example of how to use the `SQL` Task type:
+
```python
@wf.sql_task
def sample_sql_task_query():
@@ -405,11 +449,13 @@ def sample_sql_dashboard_task() -> any:
```
#### If/Else Task
+
The `IfElseConditionTask` class is used to create conditional tasks in the workflow. It can be used to create tasks with a left operand, a right operand, and an operator.
The `IfElseConditionTask` is used as a decorator in conjunction with the `if_else_condition_task` method of a `Workflow` instance. This method registers the task within the workflow.
`IfElseConditionTask` class can accept the following as inputs:
+
- **left[Optional]**: A string representing the left operand in the condition.
- **right[Optional]**: A string representing the right operand in the condition.
- **operator[Optional]**: A string representing the operator used in the condition. It can be one of the following: "==", "!=", ">", "<", ">=", "<=".
@@ -456,8 +502,6 @@ def sample_sql_alert() ->any:
# Note: Since SQL task doesn't return any bool, we can't make use of if_else_outcome params for the tasks that depends on sql Task
```
-
-
### Trigger rules
There are two types of trigger rules that can be applied on a task. It can be either ALL_SUCCESS or NONE_FAILED
@@ -482,7 +526,6 @@ def all_success_task():
1. NONE_FAILED - use this if you want to trigger the task irrespective of the upstream tasks success or failure state
2. ALL_SUCCESS - use this if you want to trigger the task only if all the upstream tasks are all having success state
-
### Tasks conditional run
Adding condition for task running based on result of parent tasks
@@ -499,6 +542,7 @@ def none_failed_task():
```
This option is determining whether the task is run once its dependencies have been completed. Available options:
+
1. `ALL_SUCCESS`: All dependencies have executed and succeeded
2. `AT_LEAST_ONE_SUCCESS`: At least one dependency has succeeded
3. `NONE_FAILED`: None of the dependencies have failed and at least one was executed
@@ -529,7 +573,6 @@ def bash_task():
1. Use Bashoperator like how we use in airflow but it has to be returned from task function
-
#### Task Dependency Sensor
Even if you migrate to databricks workflows, brickflow gives you the flexibility to have a dependency on the airflow job
@@ -654,9 +697,9 @@ def wait_on_workflow(*args):
#### Snowflake Operator
-run snowflake queries from the databricks environment
+run snowflake queries from the databricks environment
-As databricks secrets is a key value store, code expects the secret scope to contain the below exact keys
+As databricks secrets is a key value store, code expects the secret scope to contain the below exact keys
username : user id created for connecting to snowflake for ex: sample_user
password : password information for about user for ex: P@$$word
account : snowflake account information, not entire url for ex: sample_enterprise
@@ -664,7 +707,7 @@ As databricks secrets is a key value store, code expects the secret scope to con
database : default database that we want to connect for ex: sample_database
role : role to which the user has write access for ex: sample_write_role
-SnowflakeOperator can accept the following as inputs
+SnowflakeOperator can accept the following as inputs
secret_scope (required) : databricks secret scope identifier
query_string (required) : queries separated by semicolon
@@ -672,6 +715,7 @@ SnowflakeOperator can accept the following as inputs
parameters (optional) : dictionary with variables that can be used to substitute in queries
Operator only takes one of either query_string or sql_file needs to be passed
+
```python title="snowflake_operator using sql queries "
from brickflow_plugins import SnowflakeOperator
@@ -702,9 +746,9 @@ def run_snowflake_files(*args):
#### UC to Snowflake Operator
-copy data from databricks to snowflake
+copy data from databricks to snowflake
-As databricks secrets is a key value store, code expects the secret scope to contain the below exact keys
+As databricks secrets is a key value store, code expects the secret scope to contain the below exact keys
username : user id created for connecting to snowflake for ex: sample_user
password : password information for about user for ex: P@$$word
account : snowflake account information, not entire url for ex: sample_enterprise
@@ -713,20 +757,21 @@ As databricks secrets is a key value store, code expects the secret scope to con
role : role to which the user has write access for ex: sample_write_role
UcToSnowflakeOperator can expects the following as inputs to copy data in parameters
-one of Either dbx_sql or (dbx_catalog, dbx_database, dbx_table ) needs to be provided
+one of Either dbx_sql or (dbx_catalog, dbx_database, dbx_table ) needs to be provided
load_type (required): type of data load , acceptable values full or incremental
- dbx_catalog (optional) : name of the databricks catalog in which object resides
+ dbx_catalog (optional) : name of the databricks catalog in which object resides
dbx_database (optional): name of the databricks schema in which object is available
- dbx_table (optional) : name of the databricks object we want to copy to snowflake
+ dbx_table (optional) : name of the databricks object we want to copy to snowflake
dbx_sql (optional) : Custom sql to extract data from databricks Unity Catalog
- sf_database (optional) : name of the snowflake database if different from the one in secret_scope
- sf_schema (required): name of the snowflake schema in which we want to copy the data
+ sf_database (optional) : name of the snowflake database if different from the one in secret_scope
+ sf_schema (required): name of the snowflake schema in which we want to copy the data
sf_table (required) : name of the snowflake object to which we want to copy from databricks
incremental_filter (required for incrmental mode) : condition to manage data before writing to snowflake
dbx_data_filter (optional): filter condition on databricks source for full or incremental (if different from inremental_filter)
- sf_grantee_roles (optional) : snowflake roles to which we want to grant select/read access
- sf_cluster_keys (optional) : list of keys we want to cluster our snowflake table.
- write_mode (optional) : write mode to write into snowflake table ( overwrite, append etc)
+ sf_grantee_roles (optional) : snowflake roles to which we want to grant select/read access
+ sf_cluster_keys (optional) : list of keys we want to cluster our snowflake table.
+ write_mode (optional) : write mode to write into snowflake table ( overwrite, append etc)
+
```python title="uc_to_snowflake_operator"
from brickflow_plugins import UcToSnowflakeOperator
@@ -746,27 +791,31 @@ def run_snowflake_queries(*args):
```
#### Tableau Refresh Operators
+
Connect to the Tableau server and trigger the refresh of the data sources or workbooks.
Tableau client uses object GUIDs to identify objects on the server. At the same time the server does not
-enforce unique names for the objects across the server. This means that multiple objects, e.g. data sources, with the
-same name can exist on the server.
+enforce unique names for the objects across the server. This means that multiple objects, e.g. data sources, with the
+same name can exist on the server.
To overcome this, operators are using the combination of `project` and `parent_project` parameters to uniquely
identify the project that owns data source or workbook on the server. Successfull project resolution will be indicated
in the logs as follows:
+
```
INFO - Querying all projects on site
Parent project identified:
- Name: My Parent Project
- ID: 2e14e111-036f-409e-b536-fb515ee534b9
+ Name: My Parent Project
+ ID: 2e14e111-036f-409e-b536-fb515ee534b9
Working project identified:
- Name: My Project
- ID: 2426e01f-c145-43fc-a7f6-1a7488aceec0
+ Name: My Project
+ ID: 2426e01f-c145-43fc-a7f6-1a7488aceec0
```
-If project resolution is successful the refresh will be triggered and operator will poll the server for the refresh
+
+If project resolution is successful the refresh will be triggered and operator will poll the server for the refresh
status:
+
```
Triggering refresh of 'my-datasource' datasource...
Query for information about job c3263ad0-1340-444d-8128-24ad742a943a
@@ -780,6 +829,7 @@ Data source 'my-datasource' refresh status:
'job_status_details': None
}!
```
+
If refresh fails, `job_status_details` will contain the error message retrieved from the server and the operator will
fail. If fail behavior is not desired, `fail_operator = False` can be set in the operator parameters.
@@ -815,11 +865,12 @@ def tableau_refresh_workbook():
```
#### Box Operators
-The Box Operator provides a comprehensive solution for authenticating with Box and efficiently managing file transfers
-between Box and Databricks Unity Catalog (UC) volumes. It includes classes for downloading and uploading files,
+
+The Box Operator provides a comprehensive solution for authenticating with Box and efficiently managing file transfers
+between Box and Databricks Unity Catalog (UC) volumes. It includes classes for downloading and uploading files,
leveraging JWT authentication via BoxAuthenticator.
-To properly authenticate with Box using JWT within the Databricks or Cerberus environments,
+To properly authenticate with Box using JWT within the Databricks or Cerberus environments,
ensure that your secrets scope contains the following exact keys:
`Dbutils or Cerberus`
@@ -832,7 +883,6 @@ The secrets scope should contain the following keys for Box authentication:
- `rsa_private_key_passphrase`: `your_rsa_private_key_passphrase` The passphrase for the RSA private key.
- `enterprise_id`: `your_enterprise_id` The enterprise ID for the Box application.
-
The `BoxToVolumesOperator` downloads files from Box to Databricks Unity Catalog (UC) volume.
The `VolumesToBoxOperator` uploads files from a Databricks Unity Catalog (UC) volume to a Box folder.
@@ -850,7 +900,6 @@ The `BoxOperator` manages the high-level operations for interacting with Box (do
- `file_id`: (optional for BoxToVolumesOperator) The ID of a specific file to be downloaded. If specified, only this file will be downloaded. This parameter is not used in VolumesToBoxOperator.
- `operation`: (required only for BoxOperator) Specifies the operation to be performed: `"download"` or `"upload"`.
-
```python title="box_operators"
from brickflow.context import ctx
from brickflow_plugins import BoxToVolumesOperator, VolumeToBoxOperator, BoxOperator
@@ -911,6 +960,4 @@ def upload_volume_to_box():
upload_volumes_to_box_copy.execute()
```
-
-
-Check operator logs for more details on the status of the connection and the refresh.
\ No newline at end of file
+Check operator logs for more details on the status of the connection and the refresh.
diff --git a/examples/brickflow_examples/workflows/demo_wf.py b/examples/brickflow_examples/workflows/demo_wf.py
index db0c7a8..f19bc69 100644
--- a/examples/brickflow_examples/workflows/demo_wf.py
+++ b/examples/brickflow_examples/workflows/demo_wf.py
@@ -1,35 +1,38 @@
from datetime import timedelta
from airflow.operators.bash import BashOperator
+
from brickflow import (
- ctx,
- Cluster,
BrickflowTriggerRule,
- TaskSettings,
+ Cluster,
EmailNotifications,
- Workflow,
- WorkflowPermissions,
- User,
+ IfElseConditionTask,
+ JarTaskLibrary,
NotebookTask,
- SqlTask,
+ PypiTaskLibrary,
RunJobTask,
SparkJarTask,
- JarTaskLibrary,
- IfElseConditionTask,
+ SparkPythonTask,
+ SqlTask,
+ TaskSettings,
+ User,
+ Workflow,
+ WorkflowPermissions,
+ ctx,
)
+from brickflow.engine.task import PypiTaskLibrary
from brickflow_plugins import (
- TaskDependencySensor,
AirflowProxyOktaClusterAuth,
AutosysSensor,
+ BoxOperator,
+ BoxToVolumesOperator,
SnowflakeOperator,
- UcToSnowflakeOperator,
TableauRefreshDataSourceOperator,
TableauRefreshWorkBookOperator,
- BoxToVolumesOperator,
+ TaskDependencySensor,
+ UcToSnowflakeOperator,
VolumesToBoxOperator,
- BoxOperator,
)
-from brickflow.engine.task import PypiTaskLibrary
wf = Workflow(
"brickflow-demo",
@@ -460,6 +463,15 @@ def spark_jar_task_a():
) # type: ignore
+@wf.spark_python_task(libraries=[PypiTaskLibrary(package="koheesio")])
+def spark_python_task_a():
+ return SparkPythonTask(
+ python_file="path/to/python/file.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ ) # type: ignore
+
+
@wf.sql_task(depends_on=start)
def sample_sql_task_query() -> any:
"""
diff --git a/poetry.lock b/poetry.lock
index a88cc96..fc0f7c2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,91 +1,118 @@
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
[[package]]
-name = "aiohttp"
-version = "3.9.5"
-description = "Async http client/server framework (asyncio)"
+name = "aiohappyeyeballs"
+version = "2.4.0"
+description = "Happy Eyeballs for asyncio"
optional = false
python-versions = ">=3.8"
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+ {file = "aiohttp-3.10.5.tar.gz", hash = "sha256:f071854b47d39591ce9a17981c46790acb30518e2f83dfca8db2dfa091178691"},
+]
+
+[package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
aiosignal = ">=1.1.2"
async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
attrs = ">=17.3.0"
@@ -94,7 +121,7 @@ multidict = ">=4.5,<7.0"
yarl = ">=1.0,<2.0"
[package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
[[package]]
name = "aiosignal"
@@ -169,17 +196,18 @@ trio = ["trio (>=0.23)"]
[[package]]
name = "apache-airflow"
-version = "2.9.3"
+version = "2.10.1"
description = "Programmatically author, schedule and monitor data pipelines"
optional = false
python-versions = "<3.13,~=3.8"
files = [
- {file = "apache_airflow-2.9.3-py3-none-any.whl", hash = "sha256:4a36cb5dbd9925448ef171b72f2db0656121383e16306eded723331963d169db"},
- {file = "apache_airflow-2.9.3.tar.gz", hash = "sha256:f9a523a57e0e0faa9afabb8e17b58cfca32119ff6889612b54edbdd987ada17b"},
+ {file = "apache_airflow-2.10.1-py3-none-any.whl", hash = "sha256:1930fd97bb3651a413e6852cfc890ef64134eb11cd01e65acab9c25bcda6f635"},
+ {file = "apache_airflow-2.10.1.tar.gz", hash = "sha256:e97942ffc7063f37f30ae8653cb885066c0fcb9fa7dd644ca828493dc30cf054"},
]
[package.dependencies]
alembic = ">=1.13.1,<2.0"
+apache-airflow-providers-common-compat = "*"
apache-airflow-providers-common-io = "*"
apache-airflow-providers-common-sql = "*"
apache-airflow-providers-fab = ">=1.0.2"
@@ -189,31 +217,31 @@ apache-airflow-providers-imap = "*"
apache-airflow-providers-smtp = "*"
apache-airflow-providers-sqlite = "*"
argcomplete = ">=1.10"
-asgiref = "*"
+asgiref = ">=2.3.0"
attrs = ">=22.1.0"
blinker = ">=1.6.2"
-colorlog = ">=4.0.2,<5.0"
+colorlog = ">=6.8.2"
configupdater = ">=3.1.1"
-connexion = {version = ">=2.10.0,<3.0", extras = ["flask"]}
+connexion = {version = ">=2.14.2,<3.0", extras = ["flask"]}
cron-descriptor = ">=1.2.24"
croniter = ">=2.0.2"
-cryptography = ">=39.0.0"
+cryptography = ">=41.0.0"
deprecated = ">=1.2.13"
dill = ">=0.2.2"
-flask = ">=2.2,<2.3"
-flask-caching = ">=1.5.0"
+flask = ">=2.2.1,<2.3"
+flask-caching = ">=2.0.0"
flask-session = ">=0.4.0,<0.6"
-flask-wtf = ">=0.15"
+flask-wtf = ">=1.1.0"
fsspec = ">=2023.10.0"
-google-re2 = ">=1.0"
+google-re2 = {version = ">=1.0", markers = "python_version < \"3.12\""}
gunicorn = ">=20.1.0"
-httpx = "*"
+httpx = ">=0.25.0"
importlib_metadata = {version = ">=6.5", markers = "python_version < \"3.12\""}
importlib_resources = {version = ">=5.2,<6.2.0 || >6.2.0,<6.3.0 || >6.3.0,<6.3.1 || >6.3.1", markers = "python_version < \"3.9\""}
itsdangerous = ">=2.0"
jinja2 = ">=3.0.0"
jsonschema = ">=4.18.0"
-lazy-object-proxy = "*"
+lazy-object-proxy = ">=1.2.0"
linkify-it-py = ">=2.0.0"
lockfile = ">=0.12.2"
markdown-it-py = ">=2.1.0"
@@ -222,38 +250,39 @@ marshmallow-oneofschema = ">=2.0.1"
mdit-py-plugins = ">=0.3.0"
methodtools = ">=0.4.7"
opentelemetry-api = ">=1.15.0"
-opentelemetry-exporter-otlp = "*"
-packaging = ">=14.0"
+opentelemetry-exporter-otlp = ">=1.15.0"
+packaging = ">=23.0"
pathspec = ">=0.9.0"
-pendulum = ">=2.1.2,<4.0"
-pluggy = ">=1.0"
-psutil = ">=4.2.0"
+pendulum = {version = ">=2.1.2,<4.0", markers = "python_version < \"3.12\""}
+pluggy = ">=1.5.0"
+psutil = ">=5.8.0"
pygments = ">=2.0.1"
pyjwt = ">=2.0.0"
python-daemon = ">=3.0.0"
-python-dateutil = ">=2.3"
+python-dateutil = ">=2.7.0"
python-nvd3 = ">=0.15.0"
python-slugify = ">=5.0"
requests = ">=2.27.0,<3"
+requests-toolbelt = ">=0.4.0"
rfc3339-validator = ">=0.1.4"
rich = ">=12.4.4"
rich-argparse = ">=1.0.0"
-setproctitle = ">=1.1.8"
+setproctitle = ">=1.3.3"
sqlalchemy = ">=1.4.36,<2.0"
sqlalchemy-jsonfield = ">=1.0"
tabulate = ">=0.7.5"
-tenacity = ">=6.2.0,<8.2.0 || >8.2.0"
+tenacity = ">=8.0.0,<8.2.0 || >8.2.0"
termcolor = ">=1.1.0"
unicodecsv = ">=0.14.1"
universal-pathlib = ">=0.2.2"
werkzeug = ">=2.0,<3"
[package.extras]
-aiobotocore = ["aiobotocore (>=2.7.0)"]
+aiobotocore = ["aiobotocore (>=2.9.0)"]
airbyte = ["apache-airflow-providers-airbyte"]
alibaba = ["apache-airflow-providers-alibaba"]
-all = ["apache-airflow[aiobotocore]", "apache-airflow[airbyte]", "apache-airflow[alibaba]", "apache-airflow[all-dbs]", "apache-airflow[amazon]", "apache-airflow[apache-atlas]", "apache-airflow[apache-beam]", "apache-airflow[apache-cassandra]", "apache-airflow[apache-drill]", "apache-airflow[apache-druid]", "apache-airflow[apache-flink]", "apache-airflow[apache-hdfs]", "apache-airflow[apache-hive]", "apache-airflow[apache-impala]", "apache-airflow[apache-kafka]", "apache-airflow[apache-kylin]", "apache-airflow[apache-livy]", "apache-airflow[apache-pig]", "apache-airflow[apache-pinot]", "apache-airflow[apache-spark]", "apache-airflow[apache-webhdfs]", "apache-airflow[apprise]", "apache-airflow[arangodb]", "apache-airflow[asana]", "apache-airflow[async]", "apache-airflow[atlassian-jira]", "apache-airflow[celery]", "apache-airflow[cgroups]", "apache-airflow[cloudant]", "apache-airflow[cncf-kubernetes]", "apache-airflow[cohere]", "apache-airflow[common-io]", "apache-airflow[common-sql]", "apache-airflow[databricks]", "apache-airflow[datadog]", "apache-airflow[dbt-cloud]", "apache-airflow[deprecated-api]", "apache-airflow[dingding]", "apache-airflow[discord]", "apache-airflow[docker]", "apache-airflow[elasticsearch]", "apache-airflow[exasol]", "apache-airflow[fab]", "apache-airflow[facebook]", "apache-airflow[ftp]", "apache-airflow[github-enterprise]", "apache-airflow[github]", "apache-airflow[google-auth]", "apache-airflow[google]", "apache-airflow[graphviz]", "apache-airflow[grpc]", "apache-airflow[hashicorp]", "apache-airflow[http]", "apache-airflow[imap]", "apache-airflow[influxdb]", "apache-airflow[jdbc]", "apache-airflow[jenkins]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[microsoft-azure]", "apache-airflow[microsoft-mssql]", "apache-airflow[microsoft-psrp]", "apache-airflow[microsoft-winrm]", "apache-airflow[mongo]", "apache-airflow[mysql]", "apache-airflow[neo4j]", "apache-airflow[odbc]", "apache-airflow[openai]", "apache-airflow[openfaas]", "apache-airflow[openlineage]", "apache-airflow[opensearch]", "apache-airflow[opsgenie]", "apache-airflow[oracle]", "apache-airflow[otel]", "apache-airflow[pagerduty]", "apache-airflow[pandas]", "apache-airflow[papermill]", "apache-airflow[password]", "apache-airflow[pgvector]", "apache-airflow[pinecone]", "apache-airflow[postgres]", "apache-airflow[presto]", "apache-airflow[pydantic]", "apache-airflow[qdrant]", "apache-airflow[rabbitmq]", "apache-airflow[redis]", "apache-airflow[s3fs]", "apache-airflow[salesforce]", "apache-airflow[samba]", "apache-airflow[saml]", "apache-airflow[segment]", "apache-airflow[sendgrid]", "apache-airflow[sentry]", "apache-airflow[sftp]", "apache-airflow[singularity]", "apache-airflow[slack]", "apache-airflow[smtp]", "apache-airflow[snowflake]", "apache-airflow[sqlite]", "apache-airflow[ssh]", "apache-airflow[statsd]", "apache-airflow[tableau]", "apache-airflow[tabular]", "apache-airflow[telegram]", "apache-airflow[teradata]", "apache-airflow[trino]", "apache-airflow[uv]", "apache-airflow[vertica]", "apache-airflow[virtualenv]", "apache-airflow[weaviate]", "apache-airflow[yandex]", "apache-airflow[zendesk]"]
-all-core = ["apache-airflow[aiobotocore]", "apache-airflow[apache-atlas]", "apache-airflow[apache-webhdfs]", "apache-airflow[async]", "apache-airflow[cgroups]", "apache-airflow[deprecated-api]", "apache-airflow[github-enterprise]", "apache-airflow[google-auth]", "apache-airflow[graphviz]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[otel]", "apache-airflow[pandas]", "apache-airflow[password]", "apache-airflow[pydantic]", "apache-airflow[rabbitmq]", "apache-airflow[s3fs]", "apache-airflow[saml]", "apache-airflow[sentry]", "apache-airflow[statsd]", "apache-airflow[uv]", "apache-airflow[virtualenv]"]
+all = ["apache-airflow[aiobotocore]", "apache-airflow[airbyte]", "apache-airflow[alibaba]", "apache-airflow[all-dbs]", "apache-airflow[amazon]", "apache-airflow[apache-atlas]", "apache-airflow[apache-beam]", "apache-airflow[apache-cassandra]", "apache-airflow[apache-drill]", "apache-airflow[apache-druid]", "apache-airflow[apache-flink]", "apache-airflow[apache-hdfs]", "apache-airflow[apache-hive]", "apache-airflow[apache-iceberg]", "apache-airflow[apache-impala]", "apache-airflow[apache-kafka]", "apache-airflow[apache-kylin]", "apache-airflow[apache-livy]", "apache-airflow[apache-pig]", "apache-airflow[apache-pinot]", "apache-airflow[apache-spark]", "apache-airflow[apache-webhdfs]", "apache-airflow[apprise]", "apache-airflow[arangodb]", "apache-airflow[asana]", "apache-airflow[async]", "apache-airflow[atlassian-jira]", "apache-airflow[celery]", "apache-airflow[cgroups]", "apache-airflow[cloudant]", "apache-airflow[cloudpickle]", "apache-airflow[cncf-kubernetes]", "apache-airflow[cohere]", "apache-airflow[common-compat]", "apache-airflow[common-io]", "apache-airflow[common-sql]", "apache-airflow[databricks]", "apache-airflow[datadog]", "apache-airflow[dbt-cloud]", "apache-airflow[deprecated-api]", "apache-airflow[dingding]", "apache-airflow[discord]", "apache-airflow[docker]", "apache-airflow[elasticsearch]", "apache-airflow[exasol]", "apache-airflow[fab]", "apache-airflow[facebook]", "apache-airflow[ftp]", "apache-airflow[github-enterprise]", "apache-airflow[github]", "apache-airflow[google-auth]", "apache-airflow[google]", "apache-airflow[graphviz]", "apache-airflow[grpc]", "apache-airflow[hashicorp]", "apache-airflow[http]", "apache-airflow[imap]", "apache-airflow[influxdb]", "apache-airflow[jdbc]", "apache-airflow[jenkins]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[microsoft-azure]", "apache-airflow[microsoft-mssql]", "apache-airflow[microsoft-psrp]", "apache-airflow[microsoft-winrm]", "apache-airflow[mongo]", "apache-airflow[mysql]", "apache-airflow[neo4j]", "apache-airflow[odbc]", "apache-airflow[openai]", "apache-airflow[openfaas]", "apache-airflow[openlineage]", "apache-airflow[opensearch]", "apache-airflow[opsgenie]", "apache-airflow[oracle]", "apache-airflow[otel]", "apache-airflow[pagerduty]", "apache-airflow[pandas]", "apache-airflow[papermill]", "apache-airflow[password]", "apache-airflow[pgvector]", "apache-airflow[pinecone]", "apache-airflow[postgres]", "apache-airflow[presto]", "apache-airflow[pydantic]", "apache-airflow[qdrant]", "apache-airflow[rabbitmq]", "apache-airflow[redis]", "apache-airflow[s3fs]", "apache-airflow[salesforce]", "apache-airflow[samba]", "apache-airflow[saml]", "apache-airflow[segment]", "apache-airflow[sendgrid]", "apache-airflow[sentry]", "apache-airflow[sftp]", "apache-airflow[singularity]", "apache-airflow[slack]", "apache-airflow[smtp]", "apache-airflow[snowflake]", "apache-airflow[sqlite]", "apache-airflow[ssh]", "apache-airflow[statsd]", "apache-airflow[tableau]", "apache-airflow[tabular]", "apache-airflow[telegram]", "apache-airflow[teradata]", "apache-airflow[trino]", "apache-airflow[uv]", "apache-airflow[vertica]", "apache-airflow[virtualenv]", "apache-airflow[weaviate]", "apache-airflow[yandex]", "apache-airflow[ydb]", "apache-airflow[zendesk]"]
+all-core = ["apache-airflow[aiobotocore]", "apache-airflow[apache-atlas]", "apache-airflow[apache-webhdfs]", "apache-airflow[async]", "apache-airflow[cgroups]", "apache-airflow[cloudpickle]", "apache-airflow[deprecated-api]", "apache-airflow[github-enterprise]", "apache-airflow[google-auth]", "apache-airflow[graphviz]", "apache-airflow[kerberos]", "apache-airflow[ldap]", "apache-airflow[leveldb]", "apache-airflow[otel]", "apache-airflow[pandas]", "apache-airflow[password]", "apache-airflow[pydantic]", "apache-airflow[rabbitmq]", "apache-airflow[s3fs]", "apache-airflow[saml]", "apache-airflow[sentry]", "apache-airflow[statsd]", "apache-airflow[uv]", "apache-airflow[virtualenv]"]
all-dbs = ["apache-airflow[apache-cassandra]", "apache-airflow[apache-drill]", "apache-airflow[apache-druid]", "apache-airflow[apache-hdfs]", "apache-airflow[apache-hive]", "apache-airflow[apache-impala]", "apache-airflow[apache-pinot]", "apache-airflow[arangodb]", "apache-airflow[cloudant]", "apache-airflow[databricks]", "apache-airflow[exasol]", "apache-airflow[influxdb]", "apache-airflow[microsoft-mssql]", "apache-airflow[mongo]", "apache-airflow[mysql]", "apache-airflow[neo4j]", "apache-airflow[postgres]", "apache-airflow[presto]", "apache-airflow[trino]", "apache-airflow[vertica]"]
amazon = ["apache-airflow-providers-amazon"]
apache-atlas = ["atlasclient (>=0.1.2)"]
@@ -264,6 +293,7 @@ apache-druid = ["apache-airflow-providers-apache-druid"]
apache-flink = ["apache-airflow-providers-apache-flink"]
apache-hdfs = ["apache-airflow-providers-apache-hdfs"]
apache-hive = ["apache-airflow-providers-apache-hive"]
+apache-iceberg = ["apache-airflow-providers-apache-iceberg"]
apache-impala = ["apache-airflow-providers-apache-impala"]
apache-kafka = ["apache-airflow-providers-apache-kafka"]
apache-kylin = ["apache-airflow-providers-apache-kylin"]
@@ -284,15 +314,17 @@ cassandra = ["apache-airflow[apache-cassandra]"]
celery = ["apache-airflow-providers-celery"]
cgroups = ["cgroupspy (>=0.2.2)"]
cloudant = ["apache-airflow-providers-cloudant"]
+cloudpickle = ["cloudpickle"]
cncf-kubernetes = ["apache-airflow-providers-cncf-kubernetes"]
cohere = ["apache-airflow-providers-cohere"]
+common-compat = ["apache-airflow-providers-common-compat"]
common-io = ["apache-airflow-providers-common-io"]
common-sql = ["apache-airflow-providers-common-sql"]
databricks = ["apache-airflow-providers-databricks"]
datadog = ["apache-airflow-providers-datadog"]
dbt-cloud = ["apache-airflow-providers-dbt-cloud"]
deprecated-api = ["requests (>=2.27.0,<3)"]
-devel-ci = ["aiobotocore (>=2.7.0)", "aiofiles (>=23.2.0)", "aioresponses (>=0.7.6)", "amqp", "astroid (>=2.12.3,<3.0)", "atlasclient (>=0.1.2)", "authlib (>=1.0.0)", "backports-zoneinfo (>=0.2.1)", "bcrypt (>=2.0.0)", "beautifulsoup4 (>=4.7.1)", "black (>=23.12.0)", "blinker (>=1.1)", "blinker (>=1.7.0)", "cgroupspy (>=0.2.2)", "checksumdir (>=1.2.0)", "click (>=8.0)", "click (>=8.0,!=8.1.4,!=8.1.5)", "coverage (>=7.4.0)", "diagrams (>=0.23.4)", "docutils (>=0.16,<0.17)", "duckdb (>=0.10.0)", "duckdb (>=0.9.0)", "eralchemy2 (>=1.3.8)", "eventlet (>=0.33.3)", "flask-bcrypt (>=0.7.1)", "gevent (>=0.13)", "gitpython (>=3.1.40)", "graphviz (>=0.12)", "greenlet (>=0.4.9)", "hatch (>=1.9.1)", "hdfs[avro,dataframe,kerberos] (>=2.0.4)", "ipdb (>=0.13.13)", "ldap3 (>=2.5.1)", "mypy (==1.9.0)", "opentelemetry-exporter-prometheus", "pandas (>=1.2.5,<2.2)", "pipdeptree (>=2.13.1)", "plyvel", "pre-commit (>=3.5.0)", "pydantic (>=2.3.0)", "pygithub (>=2.1.1)", "pykerberos (>=1.1.13)", "pytest (>=7.4.4,<8.0)", "pytest-asyncio (>=0.23.3)", "pytest-cov (>=4.1.0)", "pytest-custom-exit-code (>=0.3.0)", "pytest-icdiff (>=0.9)", "pytest-instafail (>=0.5.0)", "pytest-mock (>=3.12.0)", "pytest-rerunfailures (>=13.0)", "pytest-timeouts (>=1.2.1)", "pytest-xdist (>=3.5.0)", "python-ldap", "python3-saml (>=1.16.0)", "requests (>=2.27.0,<3)", "requests-kerberos (>=0.10.0)", "requests-mock (>=1.11.0)", "restructuredtext-lint (>=1.4.0)", "rich-click (>=1.7.0)", "ruff (==0.3.3)", "s3fs (>=2023.10.0)", "semver (>=3.0.2)", "sentry-sdk (>=1.32.0,!=1.33.0)", "sphinx (>=5.3.0,<6.0.0)", "sphinx-airflow-theme (>=0.0.12)", "sphinx-argparse (>=0.4.0)", "sphinx-autoapi (>=2.1.1)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-jinja (>=2.0.2)", "sphinx-rtd-theme (>=2.0.0)", "sphinxcontrib-applehelp (>=1.0.4)", "sphinxcontrib-devhelp (>=1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.1)", "sphinxcontrib-httpdomain (>=1.8.1)", "sphinxcontrib-jquery (>=4.1)", "sphinxcontrib-jsmath (>=1.0.1)", "sphinxcontrib-qthelp (>=1.0.3)", "sphinxcontrib-redoc (>=1.6.0)", "sphinxcontrib-serializinghtml (==1.1.5)", "sphinxcontrib-spelling (>=8.0.0)", "statsd (>=3.3.0)", "thrift-sasl (>=0.2.0)", "time-machine (>=2.13.0)", "towncrier (>=23.11.0)", "twine (>=4.0.2)", "types-aiofiles", "types-certifi", "types-croniter", "types-deprecated", "types-docutils", "types-markdown", "types-paramiko", "types-protobuf", "types-pymysql", "types-python-dateutil", "types-python-slugify", "types-pytz", "types-pyyaml", "types-redis", "types-requests", "types-setuptools", "types-tabulate", "types-termcolor", "types-toml", "uv (>=0.1.32)", "virtualenv", "wheel (>=0.42.0)", "yamllint (>=1.33.0)"]
+devel-ci = ["aiobotocore (>=2.9.0)", "aiofiles (>=23.2.0)", "aioresponses (>=0.7.6)", "amqp", "astroid (>=2.12.3,<3.0)", "atlasclient (>=0.1.2)", "authlib (>=1.0.0)", "backports-zoneinfo (>=0.2.1)", "bcrypt (>=2.0.0)", "beautifulsoup4 (>=4.7.1)", "black (>=23.12.0)", "blinker (>=1.1)", "blinker (>=1.7.0)", "cgroupspy (>=0.2.2)", "checksumdir (>=1.2.0)", "click (>=8.0)", "click (>=8.0,!=8.1.4,!=8.1.5)", "cloudpickle", "coverage (>=7.4.0)", "diagrams (>=0.23.4)", "docutils (>=0.16,<0.17)", "duckdb (>=0.10.0)", "duckdb (>=0.9.0)", "eralchemy2 (>=1.3.8)", "eventlet (>=0.33.3)", "flask-bcrypt (>=0.7.1)", "gevent (>=0.13)", "gitpython (>=3.1.40)", "graphviz (>=0.12)", "greenlet (>=0.4.9)", "hatch (>=1.9.1)", "hdfs[avro,dataframe,kerberos] (>=2.0.4)", "incremental (>=22.10.0,!=24.7.0,!=24.7.1)", "ipdb (>=0.13.13)", "jmespath (>=0.7.0)", "ldap3 (>=2.5.1)", "mypy (==1.9.0)", "opentelemetry-exporter-prometheus", "pandas (>=1.2.5,<2.2)", "pipdeptree (>=2.13.1)", "plyvel", "pre-commit (>=3.5.0)", "pydantic (>=2.3.0)", "pygithub (>=2.1.1)", "pykerberos (>=1.1.13)", "pytest (>=8.2,<9)", "pytest-asyncio (>=0.23.6)", "pytest-cov (>=4.1.0)", "pytest-custom-exit-code (>=0.3.0)", "pytest-icdiff (>=0.9)", "pytest-instafail (>=0.5.0)", "pytest-mock (>=3.12.0)", "pytest-rerunfailures (>=13.0)", "pytest-timeouts (>=1.2.1)", "pytest-xdist (>=3.5.0)", "python-ldap", "python3-saml (>=1.16.0)", "requests (>=2.27.0,<3)", "requests-kerberos (>=0.10.0)", "requests-mock (>=1.11.0)", "restructuredtext-lint (>=1.4.0)", "rich-click (>=1.7.0)", "ruff (==0.5.5)", "s3fs (>=2023.10.0)", "semver (>=3.0.2)", "sentry-sdk (>=1.32.0,!=1.33.0)", "sphinx (>=5.3.0,<6.0.0)", "sphinx-airflow-theme (>=0.0.12)", "sphinx-argparse (>=0.4.0)", "sphinx-autoapi (>=2.1.1)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-jinja (>=2.0.2)", "sphinx-rtd-theme (>=2.0.0)", "sphinxcontrib-applehelp (>=1.0.4)", "sphinxcontrib-devhelp (>=1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.1)", "sphinxcontrib-httpdomain (>=1.8.1)", "sphinxcontrib-jquery (>=4.1)", "sphinxcontrib-jsmath (>=1.0.1)", "sphinxcontrib-qthelp (>=1.0.3)", "sphinxcontrib-redoc (>=1.6.0)", "sphinxcontrib-serializinghtml (==1.1.5)", "sphinxcontrib-spelling (>=8.0.0)", "statsd (>=3.3.0)", "thrift-sasl (>=0.2.0)", "time-machine (>=2.13.0)", "towncrier (>=23.11.0)", "twine (>=4.0.2)", "types-aiofiles", "types-certifi", "types-croniter", "types-deprecated", "types-docutils", "types-markdown", "types-paramiko", "types-protobuf", "types-pymysql", "types-python-dateutil", "types-python-slugify", "types-pytz", "types-pyyaml", "types-redis", "types-requests", "types-setuptools", "types-tabulate", "types-termcolor", "types-toml", "uv (>=0.1.32)", "virtualenv", "wheel (>=0.42.0)", "yamllint (>=1.33.0)"]
dingding = ["apache-airflow-providers-dingding"]
discord = ["apache-airflow-providers-discord"]
docker = ["apache-airflow-providers-docker"]
@@ -380,38 +412,54 @@ weaviate = ["apache-airflow-providers-weaviate"]
webhdfs = ["apache-airflow[apache-webhdfs]"]
winrm = ["apache-airflow[microsoft-winrm]"]
yandex = ["apache-airflow-providers-yandex"]
+ydb = ["apache-airflow-providers-ydb"]
zendesk = ["apache-airflow-providers-zendesk"]
+[[package]]
+name = "apache-airflow-providers-common-compat"
+version = "1.2.0"
+description = "Provider package apache-airflow-providers-common-compat for Apache Airflow"
+optional = false
+python-versions = "~=3.8"
+files = [
+ {file = "apache_airflow_providers_common_compat-1.2.0-py3-none-any.whl", hash = "sha256:c616cd372acd1055eff418f49a182511641415ebee1dc00b5fadd891c43d5fd5"},
+ {file = "apache_airflow_providers_common_compat-1.2.0.tar.gz", hash = "sha256:ebecc6da90f8cb4e18717627edf683f50dfae3085f2a3860774975bcc8cbb7ae"},
+]
+
+[package.dependencies]
+apache-airflow = ">=2.8.0"
+
[[package]]
name = "apache-airflow-providers-common-io"
-version = "1.3.2"
+version = "1.4.0"
description = "Provider package apache-airflow-providers-common-io for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
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- {file = "apache_airflow_providers_common_io-1.3.2.tar.gz", hash = "sha256:1212e484a16ad311bcb979e84ad1fa1cc45d7f5ba4dfcbd7978887bd30809e75"},
+ {file = "apache_airflow_providers_common_io-1.4.0-py3-none-any.whl", hash = "sha256:415c1b9ba57e0451fcfd3e4f020c589f5ed778b4a034bf0946c87e9b920e4b5d"},
+ {file = "apache_airflow_providers_common_io-1.4.0.tar.gz", hash = "sha256:66e8c285a0ec070adad3d9293fa2c27f35d728aa8e0d1d0219a788c1d70b8b8c"},
]
[package.dependencies]
apache-airflow = ">=2.8.0"
[package.extras]
+common-compat = ["apache-airflow-providers-common-compat"]
openlineage = ["apache-airflow-providers-openlineage"]
[[package]]
name = "apache-airflow-providers-common-sql"
-version = "1.14.2"
+version = "1.16.0"
description = "Provider package apache-airflow-providers-common-sql for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_common_sql-1.14.2-py3-none-any.whl", hash = "sha256:49d9c9389489be4085499b3706ccbe2853584ade5bda91082c7d9242b80048e8"},
- {file = "apache_airflow_providers_common_sql-1.14.2.tar.gz", hash = "sha256:c536f6e42347c035a0f5103c0ca5aa0ff4671cbd01af89b2d9602ebb2b8fae42"},
+ {file = "apache_airflow_providers_common_sql-1.16.0-py3-none-any.whl", hash = "sha256:380738275f2d0db73cb1f282d706890e92aea71bfe8fa8eec4c32293c9575b10"},
+ {file = "apache_airflow_providers_common_sql-1.16.0.tar.gz", hash = "sha256:559beb12f5f37169188ea5805b18a0389fb780e27fe90939ec1b34e9b459dd39"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
more-itertools = ">=9.0.0"
sqlparse = ">=0.4.2"
@@ -421,13 +469,13 @@ pandas = ["pandas (>=1.5.3,<2.2)", "pandas (>=2.1.2,<2.2)"]
[[package]]
name = "apache-airflow-providers-fab"
-version = "1.2.1"
+version = "1.3.0"
description = "Provider package apache-airflow-providers-fab for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_fab-1.2.1-py3-none-any.whl", hash = "sha256:6782709e96d83213a4c996062a5b5a93809a4cc90db1cf038f93033bca053b8f"},
- {file = "apache_airflow_providers_fab-1.2.1.tar.gz", hash = "sha256:d36d0eda3fd599a817832e1d8137ee41467b37dde26cc773cd64285fbd5bd79d"},
+ {file = "apache_airflow_providers_fab-1.3.0-py3-none-any.whl", hash = "sha256:f4b68c4d11ff15d66c909acdd24e8c22f51318280c05284c032b17a70c422a4c"},
+ {file = "apache_airflow_providers_fab-1.3.0.tar.gz", hash = "sha256:9e33d80380ce052bb7557d5c22bf4cbd7bc5c22e47f4c747e6a931056bd74d6d"},
]
[package.dependencies]
@@ -440,81 +488,82 @@ jmespath = ">=0.7.0"
[[package]]
name = "apache-airflow-providers-ftp"
-version = "3.10.0"
+version = "3.11.0"
description = "Provider package apache-airflow-providers-ftp for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_ftp-3.10.0-py3-none-any.whl", hash = "sha256:c6337223466704ca30da115bd811c8178efed7576335eda7735f43b5acfda060"},
- {file = "apache_airflow_providers_ftp-3.10.0.tar.gz", hash = "sha256:36d877ea66310e99541672dbea4f9a4b90e8c15a5ec99efc65d63341fbdd8837"},
+ {file = "apache_airflow_providers_ftp-3.11.0-py3-none-any.whl", hash = "sha256:3a15159cb0f113861c1588b7f7d91723e3cfd7da787e89721b8cb4da74e4a98b"},
+ {file = "apache_airflow_providers_ftp-3.11.0.tar.gz", hash = "sha256:bc38ceb86c5ecad9b469a0c3ef6bcb404c804e716d7b37300c2ce80898085ca5"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
[package.extras]
+common-compat = ["apache-airflow-providers-common-compat"]
openlineage = ["apache-airflow-providers-openlineage"]
[[package]]
name = "apache-airflow-providers-http"
-version = "4.12.0"
+version = "4.13.0"
description = "Provider package apache-airflow-providers-http for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_http-4.12.0-py3-none-any.whl", hash = "sha256:2e5e7639aa6cd0996b92651b5123e765c70d3f2a6dd4b54c3caa34ca249c1887"},
- {file = "apache_airflow_providers_http-4.12.0.tar.gz", hash = "sha256:554307bc1862b4c1d6439cc0f5e76275d97fd4b04bf8fb07e4f5eac655e19069"},
+ {file = "apache_airflow_providers_http-4.13.0-py3-none-any.whl", hash = "sha256:547975917bde5e3b72af00b3f70b4aac451cc3c1b7e0cf0d669d4273fa67fb69"},
+ {file = "apache_airflow_providers_http-4.13.0.tar.gz", hash = "sha256:730d3a9147afb4596682f0f4197f7435460ec05a01548cad86c411b1b926fe28"},
]
[package.dependencies]
aiohttp = ">=3.9.2"
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
asgiref = "*"
requests = ">=2.27.0,<3"
requests_toolbelt = "*"
[[package]]
name = "apache-airflow-providers-imap"
-version = "3.6.1"
+version = "3.7.0"
description = "Provider package apache-airflow-providers-imap for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_imap-3.6.1-py3-none-any.whl", hash = "sha256:1630dfad25a4db28da37ed4cb522674e37d0d981238fdb34ed2933c7f348763a"},
- {file = "apache_airflow_providers_imap-3.6.1.tar.gz", hash = "sha256:20e8052b43f32c3e711cbe0ffe3763cf550ffb06011ed4c57c3e806dd99dfa06"},
+ {file = "apache_airflow_providers_imap-3.7.0-py3-none-any.whl", hash = "sha256:f7df79dd99a43fe18c009740aa7dd2c52e1d8caac173cf745e8d59b06e02adcf"},
+ {file = "apache_airflow_providers_imap-3.7.0.tar.gz", hash = "sha256:b3fae432280a07c9bd9f05eed5b500a6c080905c1403df342305e798dcf87754"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
[[package]]
name = "apache-airflow-providers-smtp"
-version = "1.7.1"
+version = "1.8.0"
description = "Provider package apache-airflow-providers-smtp for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_smtp-1.7.1-py3-none-any.whl", hash = "sha256:eab0910fa1351e58e1e87bb2489084ad5157e33a8752cce3164fd38f4b50c694"},
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+ {file = "apache_airflow_providers_smtp-1.8.0-py3-none-any.whl", hash = "sha256:6ec791053fd8fe19eada462beeb124d9aa63f0912a66b04da4a14d9526fbb548"},
+ {file = "apache_airflow_providers_smtp-1.8.0.tar.gz", hash = "sha256:2e9abc2cdbb29c66babb7b1edb515f869721c67296a7ae4ecee3b83556dd2e08"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
+apache-airflow = ">=2.8.0"
[[package]]
name = "apache-airflow-providers-sqlite"
-version = "3.8.1"
+version = "3.9.0"
description = "Provider package apache-airflow-providers-sqlite for Apache Airflow"
optional = false
python-versions = "~=3.8"
files = [
- {file = "apache_airflow_providers_sqlite-3.8.1-py3-none-any.whl", hash = "sha256:be9749275ac266245a2973269842674b10c3ad184790f9f0fd75e76e1d3b2440"},
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+ {file = "apache_airflow_providers_sqlite-3.9.0-py3-none-any.whl", hash = "sha256:0a1ff2832a1cf70f7e50cdecfa54e0adf365b72d9e79458bbefcdc3a4527268a"},
+ {file = "apache_airflow_providers_sqlite-3.9.0.tar.gz", hash = "sha256:34f5ad67bdeded2fc00c67dc052e230ca53101deb2b0af4d60e7237bcd00cfe0"},
]
[package.dependencies]
-apache-airflow = ">=2.7.0"
-apache-airflow-providers-common-sql = ">=1.3.1"
+apache-airflow = ">=2.8.0"
+apache-airflow-providers-common-sql = ">=1.14.1"
[package.extras]
common-sql = ["apache-airflow-providers-common-sql"]
@@ -543,13 +592,13 @@ yaml = ["PyYAML (>=3.10)"]
[[package]]
name = "argcomplete"
-version = "3.4.0"
+version = "3.5.0"
description = "Bash tab completion for argparse"
optional = false
python-versions = ">=3.8"
files = [
- {file = "argcomplete-3.4.0-py3-none-any.whl", hash = "sha256:69a79e083a716173e5532e0fa3bef45f793f4e61096cf52b5a42c0211c8b8aa5"},
- {file = "argcomplete-3.4.0.tar.gz", hash = "sha256:c2abcdfe1be8ace47ba777d4fce319eb13bf8ad9dace8d085dcad6eded88057f"},
+ {file = "argcomplete-3.5.0-py3-none-any.whl", hash = "sha256:d4bcf3ff544f51e16e54228a7ac7f486ed70ebf2ecfe49a63a91171c76bf029b"},
+ {file = "argcomplete-3.5.0.tar.gz", hash = "sha256:4349400469dccfb7950bb60334a680c58d88699bff6159df61251878dc6bf74b"},
]
[package.extras]
@@ -638,32 +687,32 @@ files = [
[[package]]
name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
description = "Classes Without Boilerplate"
optional = false
python-versions = ">=3.7"
files = [
- {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
- {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+ {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+ {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
]
[package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
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@@ -1270,7 +1352,7 @@ nox = ["nox"]
pep8test = ["check-sdist", "click", "mypy", "ruff"]
sdist = ["build"]
ssh = ["bcrypt (>=3.1.5)"]
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test-randomorder = ["pytest-randomly"]
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name = "databricks-sdk"
-version = "0.29.0"
+version = "0.32.1"
description = "Databricks SDK for Python (Beta)"
optional = false
python-versions = ">=3.7"
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@@ -1305,13 +1387,13 @@ notebook = ["ipython (>=8,<9)", "ipywidgets (>=8,<9)"]
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name = "datamodel-code-generator"
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+version = "0.25.9"
description = "Datamodel Code Generator"
optional = false
python-versions = "<4.0,>=3.7"
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@@ -1477,19 +1559,19 @@ test = ["pytest (>=6)"]
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+version = "3.16.0"
description = "A platform independent file lock."
optional = false
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cffi = ">=1.9,<2.0.0"
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@@ -4765,24 +4891,24 @@ urllib3 = "*"
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+ {file = "yarl-1.11.1-cp39-cp39-win32.whl", hash = "sha256:14438dfc5015661f75f85bc5adad0743678eefee266ff0c9a8e32969d5d69f74"},
+ {file = "yarl-1.11.1-cp39-cp39-win_amd64.whl", hash = "sha256:94d0caaa912bfcdc702a4204cd5e2bb01eb917fc4f5ea2315aa23962549561b0"},
+ {file = "yarl-1.11.1-py3-none-any.whl", hash = "sha256:72bf26f66456baa0584eff63e44545c9f0eaed9b73cb6601b647c91f14c11f38"},
+ {file = "yarl-1.11.1.tar.gz", hash = "sha256:1bb2d9e212fb7449b8fb73bc461b51eaa17cc8430b4a87d87be7b25052d92f53"},
]
[package.dependencies]
@@ -5481,18 +5610,22 @@ multidict = ">=4.0"
[[package]]
name = "zipp"
-version = "3.19.2"
+version = "3.20.2"
description = "Backport of pathlib-compatible object wrapper for zip files"
optional = false
python-versions = ">=3.8"
files = [
- {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
- {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+ {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+ {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
]
[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
[metadata]
lock-version = "2.0"
diff --git a/tests/codegen/expected_bundles/dev_bundle_monorepo.yml b/tests/codegen/expected_bundles/dev_bundle_monorepo.yml
index 4616fb0..90ef643 100644
--- a/tests/codegen/expected_bundles/dev_bundle_monorepo.yml
+++ b/tests/codegen/expected_bundles/dev_bundle_monorepo.yml
@@ -113,6 +113,22 @@ targets:
retry_on_timeout: null
task_key: spark_jar_task_a
timeout_seconds: null
+ - depends_on:
+ - task_key: spark_jar_task_a
+ email_notifications: {}
+ existing_cluster_id: existing_cluster_id
+ libraries:
+ - pypi:
+ package: koheesio
+ max_retries: null
+ min_retry_interval_millis: null
+ spark_python_task:
+ python_file: ./products/test-project/spark/python/src/run_task.py
+ parameters: ["--param1", "World!", "all_tasks1", "test", "all_tasks3", "123"]
+ source: GIT
+ retry_on_timeout: null
+ task_key: spark_python_task_a
+ timeout_seconds: null
- depends_on:
- task_key: notebook_task_a
email_notifications: {}
diff --git a/tests/codegen/expected_bundles/dev_bundle_polyrepo.yml b/tests/codegen/expected_bundles/dev_bundle_polyrepo.yml
index 475cd09..8379dde 100644
--- a/tests/codegen/expected_bundles/dev_bundle_polyrepo.yml
+++ b/tests/codegen/expected_bundles/dev_bundle_polyrepo.yml
@@ -113,6 +113,22 @@ targets:
retry_on_timeout: null
task_key: spark_jar_task_a
timeout_seconds: null
+ - depends_on:
+ - task_key: spark_jar_task_a
+ email_notifications: {}
+ existing_cluster_id: existing_cluster_id
+ libraries:
+ - pypi:
+ package: koheesio
+ max_retries: null
+ min_retry_interval_millis: null
+ spark_python_task:
+ python_file: ./products/test-project/spark/python/src/run_task.py
+ parameters: ["--param1", "World!", "all_tasks1", "test", "all_tasks3", "123"]
+ source: GIT
+ retry_on_timeout: null
+ task_key: spark_python_task_a
+ timeout_seconds: null
- depends_on:
- task_key: notebook_task_a
email_notifications: {}
diff --git a/tests/codegen/expected_bundles/dev_bundle_polyrepo_with_auto_libs.yml b/tests/codegen/expected_bundles/dev_bundle_polyrepo_with_auto_libs.yml
index a26d810..0deeab1 100644
--- a/tests/codegen/expected_bundles/dev_bundle_polyrepo_with_auto_libs.yml
+++ b/tests/codegen/expected_bundles/dev_bundle_polyrepo_with_auto_libs.yml
@@ -194,6 +194,26 @@ targets:
retry_on_timeout: null
task_key: spark_jar_task_a
timeout_seconds: null
+ - depends_on:
+ - task_key: spark_jar_task_a
+ email_notifications: {}
+ existing_cluster_id: existing_cluster_id
+ libraries:
+ - pypi:
+ package: koheesio
+ repo: null
+ - pypi:
+ package: "brickflows==0.1.0"
+ repo: null
+ max_retries: null
+ min_retry_interval_millis: null
+ spark_python_task:
+ python_file: ./products/test-project/spark/python/src/run_task.py
+ parameters: ["--param1", "World!", "all_tasks1", "test", "all_tasks3", "123"]
+ source: GIT
+ retry_on_timeout: null
+ task_key: spark_python_task_a
+ timeout_seconds: null
- depends_on:
- task_key: notebook_task_a
email_notifications: {}
diff --git a/tests/codegen/expected_bundles/local_bundle.yml b/tests/codegen/expected_bundles/local_bundle.yml
index 931af1f..4e8ea34 100644
--- a/tests/codegen/expected_bundles/local_bundle.yml
+++ b/tests/codegen/expected_bundles/local_bundle.yml
@@ -229,6 +229,30 @@
- "World!"
"task_key": "spark_jar_task_a"
"timeout_seconds": null
+ - "depends_on":
+ - "outcome": null
+ "task_key": "spark_jar_task_a"
+ "email_notifications": {}
+ "existing_cluster_id": "existing_cluster_id"
+ "libraries":
+ - "pypi":
+ "package": "koheesio"
+ "repo": null
+ "max_retries": null
+ "min_retry_interval_millis": null
+ "retry_on_timeout": null
+ "spark_python_task":
+ "python_file": "/Workspace/Users/${workspace.current_user.userName}/.brickflow_bundles/test-project/local/files/spark/python/src/run_task.py"
+ "source": "WORKSPACE"
+ "parameters":
+ - "--param1"
+ - "World!"
+ - "all_tasks1"
+ - "test"
+ - "all_tasks3"
+ - "123"
+ "task_key": "spark_python_task_a"
+ "timeout_seconds": null
- "depends_on": []
"email_notifications": {}
"existing_cluster_id": "existing_cluster_id"
diff --git a/tests/codegen/expected_bundles/local_bundle_prefix_suffix.yml b/tests/codegen/expected_bundles/local_bundle_prefix_suffix.yml
index 17c2284..39be4bb 100644
--- a/tests/codegen/expected_bundles/local_bundle_prefix_suffix.yml
+++ b/tests/codegen/expected_bundles/local_bundle_prefix_suffix.yml
@@ -110,6 +110,22 @@ targets:
retry_on_timeout: null
task_key: spark_jar_task_a
timeout_seconds: null
+ - depends_on:
+ - task_key: spark_jar_task_a
+ email_notifications: {}
+ existing_cluster_id: existing_cluster_id
+ libraries:
+ - pypi:
+ package: koheesio
+ max_retries: null
+ min_retry_interval_millis: null
+ spark_python_task:
+ python_file: /Workspace/Users/${workspace.current_user.userName}/.brickflow_bundles/test-project/local/files/spark/python/src/run_task.py
+ parameters: ["--param1", "World!", "all_tasks1", "test", "all_tasks3", "123"]
+ source: WORKSPACE
+ retry_on_timeout: null
+ task_key: spark_python_task_a
+ timeout_seconds: null
- depends_on:
- task_key: notebook_task_a
email_notifications: {}
diff --git a/tests/codegen/sample_workflows.py b/tests/codegen/sample_workflows.py
index 4616379..35656ad 100644
--- a/tests/codegen/sample_workflows.py
+++ b/tests/codegen/sample_workflows.py
@@ -1,20 +1,32 @@
-from brickflow import JarTaskLibrary
+from typing import Dict, List, Optional
+
+from pydantic import BaseModel
+
+from brickflow import JarTaskLibrary, PypiTaskLibrary
+from brickflow.bundles.model import (
+ JobsContinuous,
+ JobsTasksRunJobTaskPipelineParams,
+ JobsTasksSqlTaskAlert,
+ JobsTasksSqlTaskDashboard,
+ JobsTasksSqlTaskFile,
+ JobsTasksSqlTaskQuery,
+)
from brickflow.engine.compute import Cluster
-from brickflow.bundles.model import JobsContinuous
from brickflow.engine.task import (
BrickflowTriggerRule,
- RunJobTask,
- SqlTask,
- TaskType,
- TaskResponse,
DLTPipeline,
+ IfElseConditionTask,
NotebookTask,
+ RunJobTask,
SparkJarTask,
- TaskSettings,
+ SparkPythonTask,
+ SqlTask,
+ TaskResponse,
TaskRunCondition,
- IfElseConditionTask,
+ TaskSettings,
+ TaskType,
)
-from brickflow.engine.workflow import Workflow, WorkflowPermissions, User
+from brickflow.engine.workflow import User, Workflow, WorkflowPermissions
wf = Workflow(
"test",
@@ -75,6 +87,18 @@ def spark_jar_task_a():
) # type: ignore
+@wf.spark_python_task(
+ libraries=[PypiTaskLibrary(package="koheesio")],
+ depends_on=spark_jar_task_a,
+)
+def spark_python_task_a():
+ return SparkPythonTask(
+ python_file="./products/test-project/spark/python/src/run_task.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ ) # type: ignore
+
+
@wf.run_job_task(
depends_on=notebook_task_a,
)
@@ -86,7 +110,9 @@ def run_job_task_a():
depends_on=notebook_task_a,
)
def run_job_task_b():
- return RunJobTask(job_name="dev_object_raw_to_cleansed", host="https://foo.cloud.databricks.com") # type: ignore
+ return RunJobTask(
+ job_name="dev_object_raw_to_cleansed", host="https://foo.cloud.databricks.com"
+ ) # type: ignore
@wf.sql_task
@@ -234,3 +260,93 @@ def custom_python_task_push():
@wf2.task()
def task_function2(*, test="var"):
return test
+
+
+wf_bad_tasks = Workflow(
+ "wf_bad_tasks",
+ default_cluster=Cluster.from_existing_cluster("existing_cluster_id"),
+ schedule_continuous=JobsContinuous(pause_status="PAUSED"),
+ permissions=WorkflowPermissions(
+ owner=User("abc@abc.com"),
+ can_manage_run=[User("abc@abc.com")],
+ can_view=[User("abc@abc.com")],
+ can_manage=[User("abc@abc.com")],
+ ),
+ run_as_user="abc@abc.com",
+ tags={"test": "test2"},
+ common_task_parameters={"all_tasks1": "test", "all_tasks3": "123"}, # type: ignore
+ health={
+ "rules": [
+ {"metric": "RUN_DURATION_SECONDS", "op": "GREATER_THAN", "value": 7200.0}
+ ]
+ }, # type: ignore
+)
+
+
+class BadPythonModel(BaseModel):
+ python_file: str
+ source: str
+ parameters: List[str]
+
+
+class BadSparkJar(BaseModel):
+ jar_uri: str
+ main_class_name: str
+ parameters: List[str]
+
+
+class BadRunJob(BaseModel):
+ dbt_commands: List[str]
+ jar_params: List[str]
+ job_id: float
+ job_parameters: Optional[Dict[str, str]]
+ notebook_params: Optional[Dict[str, str]]
+ pipeline_params: Optional[JobsTasksRunJobTaskPipelineParams]
+ python_named_params: Optional[Dict[str, str]]
+ python_params: Optional[List[str]]
+ spark_submit_params: Optional[List[str]]
+ sql_params: Optional[Dict[str, str]]
+ host: str
+
+
+class BadSql(BaseModel):
+ alert: Optional[JobsTasksSqlTaskAlert]
+ dashboard: Optional[JobsTasksSqlTaskDashboard]
+ file: Optional[JobsTasksSqlTaskFile]
+ parameters: Optional[Dict[str, str]]
+ query: Optional[JobsTasksSqlTaskQuery]
+ warehouse_id: str
+
+
+class BadCondition(BaseModel):
+ left: str
+ op: str
+ right: str
+
+
+class BadDLT(BaseModel):
+ catalog: str
+ commands: List[str]
+ profiles_directory: Optional[str]
+ project_directory: Optional[str]
+ schema_: Optional[str]
+ source: Optional[str]
+ warehouse_id: Optional[str]
+
+
+@wf_bad_tasks.task(task_type=TaskType.SPARK_PYTHON_TASK)
+def task_python():
+ return BadPythonModel(
+ python_file="./products/test-project/spark/python/src/run_task.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ )
+
+
+@wf_bad_tasks.task(task_type=TaskType.SPARK_JAR_TASK)
+def task_spark_jar():
+ return BadSparkJar(
+ jar_uri="dbfs:/path/to/jar",
+ main_class_name="com.example.MainClass",
+ parameters=["param1", "param2"],
+ )
diff --git a/tests/codegen/test_databricks_bundle.py b/tests/codegen/test_databricks_bundle.py
index e867e57..f6b43ed 100644
--- a/tests/codegen/test_databricks_bundle.py
+++ b/tests/codegen/test_databricks_bundle.py
@@ -1,39 +1,39 @@
import os
+from copy import deepcopy
from pathlib import Path
-from typing import Dict, Any
-from unittest.mock import patch, Mock, MagicMock
+from typing import Any, Dict
+from unittest import TestCase
+from unittest.mock import MagicMock, Mock, patch
import yaml
from deepdiff import DeepDiff
from brickflow import BrickflowEnvVars
from brickflow.bundles.model import (
- Resources,
+ DatabricksAssetBundles,
Jobs,
JobsTasks,
Pipelines,
+ PipelinesClusters,
PipelinesLibraries,
PipelinesLibrariesNotebook,
- PipelinesClusters,
- DatabricksAssetBundles,
+ Resources,
)
from brickflow.cli import BrickflowDeployMode
from brickflow.codegen import DatabricksDefaultClusterTagKeys
from brickflow.codegen.databricks_bundle import (
- DatabricksBundleTagsAndNameMutator,
- DatabricksBundleImportMutator,
DatabricksBundleCodegen,
+ DatabricksBundleImportMutator,
+ DatabricksBundleTagsAndNameMutator,
ImportBlock,
ImportManager,
)
-from brickflow.engine.project import Stage, Project
+from brickflow.engine.project import Project, Stage
from brickflow.engine.task import NotebookTask
-
# `get_job_id` is being called during workflow init, hence the patch
with patch("brickflow.engine.task.get_job_id", return_value=12345678901234.0) as p:
- from tests.codegen.sample_workflows import wf
- from tests.codegen.sample_workflows import wf2
+ from tests.codegen.sample_workflows import wf, wf2, wf_bad_tasks
# BUNDLE_FILE_NAME = str(Path(__file__).parent / f"bundle.yml")
BUNDLE_FILE_NAME = "bundle.yml"
@@ -71,7 +71,7 @@ def get_workspace_client_mock() -> MagicMock:
return workspace_client
-class TestBundleCodegen:
+class TestBundleCodegen(TestCase):
@patch.dict(
os.environ,
{
@@ -288,7 +288,7 @@ def test_generate_bundle_dev_auto_add_libs(
}, # dont test import mutator
) as f:
f.add_workflow(wf)
- from brickflow import Workflow, Cluster
+ from brickflow import Cluster, Workflow
fake_workflow = Workflow(
"some_wf",
@@ -312,6 +312,10 @@ def some_task():
actual = read_yaml_file(BUNDLE_FILE_NAME)
expected = get_expected_bundle_yaml("dev_bundle_polyrepo_with_auto_libs.yml")
+ import json
+
+ print(json.dumps(actual, indent=2))
+ print(json.dumps(expected, indent=2))
assert_equal_dicts(actual, expected)
if os.path.exists(BUNDLE_FILE_NAME):
os.remove(BUNDLE_FILE_NAME)
@@ -528,3 +532,67 @@ def test_schedule_continuous(
assert_equal_dicts(actual, expected)
if os.path.exists(BUNDLE_FILE_NAME):
os.remove(BUNDLE_FILE_NAME)
+
+ @patch.dict(
+ os.environ,
+ {
+ BrickflowEnvVars.BRICKFLOW_MODE.value: Stage.deploy.value,
+ BrickflowEnvVars.BRICKFLOW_ENV.value: "dev",
+ BrickflowEnvVars.BRICKFLOW_DEPLOYMENT_MODE.value: BrickflowDeployMode.BUNDLE.value,
+ },
+ )
+ @patch("brickflow.engine.task.get_job_id", return_value=12345678901234.0)
+ @patch("subprocess.check_output")
+ @patch("brickflow.context.ctx.get_parameter")
+ @patch("importlib.metadata.version")
+ @patch(
+ "brickflow.context.ctx.get_current_timestamp",
+ MagicMock(return_value=1704067200000),
+ )
+ def test_generate_task_bad_return(
+ self,
+ bf_version_mock: Mock,
+ dbutils: Mock,
+ sub_proc_mock: Mock,
+ get_job_id_mock: Mock,
+ ):
+ dbutils.return_value = None
+ git_ref_b = b"a"
+ git_repo = "https://github.com/"
+ git_provider = "github"
+ sub_proc_mock.return_value = git_ref_b
+ bf_version_mock.return_value = "1.0.0"
+ get_job_id_mock.return_value = 12345678901234.0
+ workspace_client = get_workspace_client_mock()
+ # get caller part breaks here
+ wf_bad = deepcopy(wf_bad_tasks)
+ map_task_name_to_erorr_part = {
+ "task_python": ("python", "SparkPythonTask"),
+ "task_spark_jar": ("jar", "SparkJarTask"),
+ }
+
+ for task_name in wf_bad_tasks.tasks:
+ wf_bad = deepcopy(wf_bad_tasks)
+ wf_bad.tasks = {task_name: wf_bad_tasks.tasks[task_name]}
+ print(task_name)
+
+ with self.assertRaises(ValueError) as context:
+ with Project(
+ "test-project",
+ entry_point_path="test_databricks_bundle.py",
+ git_repo=git_repo,
+ provider=git_provider,
+ codegen_kwargs={
+ "mutators": [
+ DatabricksBundleTagsAndNameMutator(workspace_client)
+ ]
+ }, # dont test import mutator
+ ) as f:
+ # Add pytest catch for exception and check error message
+ f.add_workflow(wf_bad)
+
+ self.assertRegex(
+ str(context.exception),
+ f"Error while building {map_task_name_to_erorr_part[task_name][0]} task .* "
+ f"Make sure .* returns a {map_task_name_to_erorr_part[task_name][1]} object.",
+ )
diff --git a/tests/engine/test_task.py b/tests/engine/test_task.py
index 24bf331..f502378 100644
--- a/tests/engine/test_task.py
+++ b/tests/engine/test_task.py
@@ -1,49 +1,51 @@
import datetime
from collections import namedtuple
-from unittest.mock import Mock, patch, MagicMock
+from unittest.mock import MagicMock, Mock, patch
-from pydantic import SecretStr
import pytest
from deepdiff import DeepDiff
-from brickflow.engine.utils import get_job_id
+from pydantic import SecretStr
+
from brickflow import (
BrickflowProjectDeploymentSettings,
- SparkJarTask,
IfElseConditionTask,
+ SparkJarTask,
+ SparkPythonTask,
)
from brickflow.context import (
- ctx,
BRANCH_SKIP_EXCEPT,
- SKIP_EXCEPT_HACK,
RETURN_VALUE_KEY,
+ SKIP_EXCEPT_HACK,
BrickflowInternalVariables,
+ ctx,
)
from brickflow.engine.task import (
- InvalidTaskSignatureDefinition,
+ CranTaskLibrary,
+ EggTaskLibrary,
EmailNotifications,
- TaskSettings,
+ InvalidTaskLibraryError,
+ InvalidTaskSignatureDefinition,
JarTaskLibrary,
- EggTaskLibrary,
- WheelTaskLibrary,
- PypiTaskLibrary,
MavenTaskLibrary,
- CranTaskLibrary,
- InvalidTaskLibraryError,
+ PypiTaskLibrary,
TaskLibrary,
+ TaskSettings,
+ WheelTaskLibrary,
get_brickflow_lib_version,
get_brickflow_libraries,
- get_plugin_manager,
get_brickflow_tasks_hook,
+ get_plugin_manager,
)
+from brickflow.engine.utils import get_job_id
from tests.engine.sample_workflow import (
- wf,
+ custom_python_task_push,
task_function,
- task_function_nokwargs,
task_function_2,
task_function_3,
task_function_4,
- custom_python_task_push,
+ task_function_nokwargs,
task_function_with_error,
+ wf,
)
@@ -535,6 +537,24 @@ def test_without_params_spark_jar(self):
assert task.jar_uri == "test_uri"
assert task.parameters is None
+ def test_init_spark_python(self):
+ task = SparkPythonTask(
+ python_file="./products/test-project/path/to/python/file.py",
+ source="GIT",
+ parameters=["--param1", "World!"],
+ )
+ assert task.python_file == "./products/test-project/path/to/python/file.py"
+ assert task.source == "GIT"
+ assert task.parameters == ["--param1", "World!"]
+
+ def test_without_params_spark_python(self):
+ task = SparkPythonTask(
+ python_file="./products/test-project/path/to/python/file.py",
+ )
+ assert task.python_file == "./products/test-project/path/to/python/file.py"
+ assert task.source is None
+ assert task.parameters is None
+
def if_else_condition_task(self):
# Test the __init__ method
instance = IfElseConditionTask(left="left_value", right="right_value", op="==")