diff --git a/brickflow/codegen/databricks_bundle.py b/brickflow/codegen/databricks_bundle.py
index a48a72b..fad55cf 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/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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-[package.dependencies]
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+    {file = "aiohttp-3.10.5-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:9093a81e18c45227eebe4c16124ebf3e0d893830c6aca7cc310bfca8fe59d857"},
+    {file = "aiohttp-3.10.5-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:ee40b40aa753d844162dcc80d0fe256b87cba48ca0054f64e68000453caead11"},
+    {file = "aiohttp-3.10.5-cp39-cp39-win32.whl", hash = "sha256:03f2645adbe17f274444953bdea69f8327e9d278d961d85657cb0d06864814c1"},
+    {file = "aiohttp-3.10.5-cp39-cp39-win_amd64.whl", hash = "sha256:d17920f18e6ee090bdd3d0bfffd769d9f2cb4c8ffde3eb203777a3895c128862"},
+    {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 = [
-    {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 = [
-    {file = "apache_airflow_providers_smtp-1.7.1-py3-none-any.whl", hash = "sha256:eab0910fa1351e58e1e87bb2489084ad5157e33a8752cce3164fd38f4b50c694"},
-    {file = "apache_airflow_providers_smtp-1.7.1.tar.gz", hash = "sha256:707c4e2d75ce328693b55429f1f771e00cd2a2d6b52ce14edc20cb6d785be76e"},
+    {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"},
-    {file = "apache_airflow_providers_sqlite-3.8.1.tar.gz", hash = "sha256:b958c5aa725fcf6505c77dc3d600f3c6f9255be5405ea51fa966ae1d85842d3e"},
+    {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]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
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 name = "babel"
-version = "2.15.0"
+version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -731,17 +780,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.34.150"
+version = "1.35.20"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
-botocore = ">=1.34.150,<1.35.0"
+botocore = ">=1.35.20,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -750,13 +799,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.150"
+version = "1.35.20"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -768,17 +817,17 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.20.11)"]
+crt = ["awscrt (==0.21.5)"]
 
 [[package]]
 name = "boxsdk"
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+version = "3.13.0"
 description = "Official Box Python SDK"
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 python-versions = "*"
 files = [
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 [package.dependencies]
@@ -809,13 +858,13 @@ files = [
 
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+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -835,74 +884,89 @@ requests = "*"
 
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-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
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 python-versions = ">=3.6"
 files = [
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -1071,18 +1135,21 @@ files = [
 
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-description = "Log formatting with colors!"
+version = "6.8.2"
+description = "Add colours to the output of Python's logging module."
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 
+[package.extras]
+development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
+
 [[package]]
 name = "configupdater"
 version = "3.2"
@@ -1099,92 +1166,112 @@ testing = ["flake8", "pytest", "pytest-cov", "pytest-randomly", "pytest-xdist",
 
 [[package]]
 name = "connexion"
-version = "2.14.1"
+version = "2.14.2"
 description = "Connexion - API first applications with OpenAPI/Swagger and Flask"
 optional = false
 python-versions = ">=3.6"
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-flask = ">=1.0.4,<3"
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 inflection = ">=0.3.1,<0.6"
 itsdangerous = ">=0.24"
 jsonschema = ">=2.5.1,<5"
 packaging = ">=20"
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 requests = ">=2.9.1,<3"
-werkzeug = ">=1.0,<3"
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 ]
 
 [package.extras]
@@ -1192,13 +1279,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "cron-descriptor"
-version = "1.4.3"
+version = "1.4.5"
 description = "A Python library that converts cron expressions into human readable strings."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -1221,43 +1308,38 @@ pytz = ">2021.1"
 
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -1270,7 +1352,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "cryptography-vectors (==43.0.1)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -1286,13 +1368,13 @@ files = [
 
 [[package]]
 name = "databricks-sdk"
-version = "0.29.0"
+version = "0.32.1"
 description = "Databricks SDK for Python (Beta)"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "databricks_sdk-0.32.1.tar.gz", hash = "sha256:8af15b7f94b1ae609f91f4a6dac43f9ebdd786c1077050ffc5cd5ab5eda39d49"},
 ]
 
 [package.dependencies]
@@ -1305,13 +1387,13 @@ notebook = ["ipython (>=8,<9)", "ipywidgets (>=8,<9)"]
 
 [[package]]
 name = "datamodel-code-generator"
-version = "0.25.8"
+version = "0.25.9"
 description = "Datamodel Code Generator"
 optional = false
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 name = "flake8"
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 [package.extras]
@@ -2082,13 +2172,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
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 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
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 [package.dependencies]
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.65.1)"]
+protobuf = ["grpcio-tools (>=1.66.1)"]
 
 [[package]]
 name = "gunicorn"
-version = "22.0.0"
+version = "23.0.0"
 description = "WSGI HTTP Server for UNIX"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2208,13 +2298,13 @@ trio = ["trio (>=0.22.0,<0.26.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.27.0"
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 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -2229,16 +2319,17 @@ brotli = ["brotli", "brotlicffi"]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "identify"
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+version = "2.6.1"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -2246,24 +2337,27 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
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+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
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 ]
 
+[package.extras]
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+
 [[package]]
 name = "importlib-metadata"
-version = "8.0.0"
+version = "8.4.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2276,21 +2370,25 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.0"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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+cover = ["pytest-cov"]
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+type = ["pytest-mypy"]
 
 [[package]]
 name = "inflect"
@@ -2657,13 +2755,13 @@ files = [
 
 [[package]]
 name = "marshmallow"
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+version = "3.22.0"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
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 python-versions = ">=3.8"
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@@ -2671,7 +2769,7 @@ packaging = ">=17.0"
 
 [package.extras]
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 [[package]]
@@ -2727,13 +2825,13 @@ files = [
 
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 [package.dependencies]
@@ -2789,6 +2887,7 @@ description = "Expand standard functools to methods"
 optional = false
 python-versions = "*"
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@@ -2968,148 +3067,153 @@ mkdocstrings = ">=0.20"
 
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@@ -3165,57 +3269,57 @@ files = [
 
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-    {file = "opentelemetry_exporter_otlp_proto_common-1.26.0.tar.gz", hash = "sha256:bdbe50e2e22a1c71acaa0c8ba6efaadd58882e5a5978737a44a4c4b10d304c92"},
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+    {file = "opentelemetry_exporter_otlp_proto_common-1.27.0.tar.gz", hash = "sha256:159d27cf49f359e3798c4c3eb8da6ef4020e292571bd8c5604a2a573231dd5c8"},
 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.26.0"
+opentelemetry-proto = "1.27.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.26.0"
+version = "1.27.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.26.0-py3-none-any.whl", hash = "sha256:e2be5eff72ebcb010675b818e8d7c2e7d61ec451755b8de67a140bc49b9b0280"},
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+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0-py3-none-any.whl", hash = "sha256:56b5bbd5d61aab05e300d9d62a6b3c134827bbd28d0b12f2649c2da368006c9e"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.27.0.tar.gz", hash = "sha256:af6f72f76bcf425dfb5ad11c1a6d6eca2863b91e63575f89bb7b4b55099d968f"},
 ]
 
 [package.dependencies]
@@ -3223,39 +3327,39 @@ deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.26.0"
-opentelemetry-proto = "1.26.0"
-opentelemetry-sdk = ">=1.26.0,<1.27.0"
+opentelemetry-exporter-otlp-proto-common = "1.27.0"
+opentelemetry-proto = "1.27.0"
+opentelemetry-sdk = ">=1.27.0,<1.28.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-http"
-version = "1.26.0"
+version = "1.27.0"
 description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_http-1.26.0-py3-none-any.whl", hash = "sha256:ee72a87c48ec977421b02f16c52ea8d884122470e0be573905237b540f4ee562"},
-    {file = "opentelemetry_exporter_otlp_proto_http-1.26.0.tar.gz", hash = "sha256:5801ebbcf7b527377883e6cbbdda35ee712dc55114fff1e93dfee210be56c908"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.27.0-py3-none-any.whl", hash = "sha256:688027575c9da42e179a69fe17e2d1eba9b14d81de8d13553a21d3114f3b4d75"},
+    {file = "opentelemetry_exporter_otlp_proto_http-1.27.0.tar.gz", hash = "sha256:2103479092d8eb18f61f3fbff084f67cc7f2d4a7d37e75304b8b56c1d09ebef5"},
 ]
 
 [package.dependencies]
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 googleapis-common-protos = ">=1.52,<2.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.26.0"
-opentelemetry-proto = "1.26.0"
-opentelemetry-sdk = ">=1.26.0,<1.27.0"
+opentelemetry-exporter-otlp-proto-common = "1.27.0"
+opentelemetry-proto = "1.27.0"
+opentelemetry-sdk = ">=1.27.0,<1.28.0"
 requests = ">=2.7,<3.0"
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.26.0"
+version = "1.27.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_proto-1.27.0-py3-none-any.whl", hash = "sha256:b133873de5581a50063e1e4b29cdcf0c5e253a8c2d8dc1229add20a4c3830ace"},
+    {file = "opentelemetry_proto-1.27.0.tar.gz", hash = "sha256:33c9345d91dafd8a74fc3d7576c5a38f18b7fdf8d02983ac67485386132aedd6"},
 ]
 
 [package.dependencies]
@@ -3263,34 +3367,34 @@ protobuf = ">=3.19,<5.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.26.0"
+version = "1.27.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_sdk-1.27.0-py3-none-any.whl", hash = "sha256:365f5e32f920faf0fd9e14fdfd92c086e317eaa5f860edba9cdc17a380d9197d"},
+    {file = "opentelemetry_sdk-1.27.0.tar.gz", hash = "sha256:d525017dea0ccce9ba4e0245100ec46ecdc043f2d7b8315d56b19aff0904fa6f"},
 ]
 
 [package.dependencies]
-opentelemetry-api = "1.26.0"
-opentelemetry-semantic-conventions = "0.47b0"
+opentelemetry-api = "1.27.0"
+opentelemetry-semantic-conventions = "0.48b0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.47b0"
+version = "0.48b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "opentelemetry_semantic_conventions-0.48b0-py3-none-any.whl", hash = "sha256:a0de9f45c413a8669788a38569c7e0a11ce6ce97861a628cca785deecdc32a1f"},
+    {file = "opentelemetry_semantic_conventions-0.48b0.tar.gz", hash = "sha256:12d74983783b6878162208be57c9effcb89dc88691c64992d70bb89dc00daa1a"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-opentelemetry-api = "1.26.0"
+opentelemetry-api = "1.27.0"
 
 [[package]]
 name = "ordered-set"
@@ -3389,19 +3493,19 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.3"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
-type = ["mypy (>=1.8)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "pluggy"
@@ -3554,24 +3658,24 @@ files = [
 
 [[package]]
 name = "pyasn1"
-version = "0.6.0"
+version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "pyasn1-modules"
-version = "0.4.0"
+version = "0.4.1"
 description = "A collection of ASN.1-based protocols modules"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3601,120 +3705,121 @@ files = [
 
 [[package]]
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-version = "2.8.2"
+version = "2.9.1"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 email-validator = {version = ">=2.0.0", optional = true, markers = "extra == \"email\""}
-pydantic-core = "2.20.1"
+pydantic-core = "2.23.3"
 typing-extensions = {version = ">=4.6.1", markers = "python_version < \"3.13\""}
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
+timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
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+version = "2.23.3"
 description = "Core functionality for Pydantic validation and serialization"
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 python-versions = ">=3.8"
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 [[package]]
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 [[package]]
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 [[package]]
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 [[package]]
 name = "rich"
-version = "13.7.1"
+version = "13.8.1"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
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 [[package]]
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@@ -4613,19 +4735,23 @@ test = ["pytest"]
 
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@@ -4765,24 +4891,24 @@ urllib3 = "*"
 
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 [package.dependencies]
@@ -5045,24 +5171,24 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.13.0"
+version = "0.13.2"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240724"
+version = "6.0.12.20240808"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -5127,31 +5253,31 @@ files = [
 
 [[package]]
 name = "universal-pathlib"
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+version = "0.2.5"
 description = "pathlib api extended to use fsspec backends"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-fsspec = ">=2022.1.0"
+fsspec = ">=2022.1.0,<2024.3.1 || >2024.3.1"
 
 [package.extras]
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+dev = ["adlfs", "aiohttp", "cheroot", "gcsfs", "moto[s3,server]", "paramiko", "pydantic", "pydantic-settings", "requests", "s3fs", "smbprotocol", "webdav4[fsspec]", "wsgidav"]
+tests = ["mypy (>=1.10.0)", "packaging", "pylint (>=2.17.4)", "pytest (>=8)", "pytest-cov (>=4.1.0)", "pytest-mock (>=3.12.0)", "pytest-mypy-plugins (>=3.1.2)", "pytest-sugar (>=0.9.7)"]
 
 [[package]]
 name = "urllib3"
-version = "1.26.19"
+version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
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 ]
 
 [package.extras]
@@ -5175,13 +5301,13 @@ test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"]
 
 [[package]]
 name = "virtualenv"
-version = "20.26.3"
+version = "20.26.4"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -5234,30 +5360,30 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "werkzeug"
-version = "2.3.8"
+version = "2.2.3"
 description = "The comprehensive WSGI web application library."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 MarkupSafe = ">=2.1.1"
 
 [package.extras]
-watchdog = ["watchdog (>=2.3)"]
+watchdog = ["watchdog"]
 
 [[package]]
 name = "wheel"
-version = "0.43.0"
+version = "0.44.0"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -5270,6 +5396,7 @@ description = "'Turn functions and methods into fully controllable objects'"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
@@ -5378,101 +5505,103 @@ email = ["email-validator"]
 
 [[package]]
 name = "yarl"
-version = "1.9.4"
+version = "1.11.1"
 description = "Yet another URL library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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+    {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/sample_workflows.py b/tests/codegen/sample_workflows.py
index 9f07f4a..17a024e 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, JobsParameters
+from brickflow.bundles.model import (
+    JobsContinuous,
+    JobsTasksRunJobTaskPipelineParams,
+    JobsTasksSqlTaskAlert,
+    JobsTasksSqlTaskDashboard,
+    JobsTasksSqlTaskFile,
+    JobsTasksSqlTaskQuery,
+)
 from brickflow.engine.compute import Cluster
 from brickflow.engine.task import (
     BrickflowTriggerRule,
@@ -255,3 +266,93 @@ 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.",
+            )