diff --git a/airflow/README.md b/airflow/README.md
index 016d67d4b..0efd37979 100644
--- a/airflow/README.md
+++ b/airflow/README.md
@@ -1,5 +1,21 @@
 # Airflow constraints
 
-The constraints file can be downloaded from <https://raw.githubusercontent.com/apache/airflow/constraints-2.7.2/constraints-3.9.txt> where `2.7.2` is the airflow version and `3.9` is the python version.
+To add a new version of Airflow (or python) you can download the applicable constraints file from upstream.
 
-Due to the build in the docker image, the python version must be specified without the `dot`. E.g. `3.9` must be renamed to `39` in the constraints file name.
+_The script is safe to run from outside of this directory. The file will be downloaded to the same folder that the
+script resides. This example will assume you are running from the repository root directory._
+
+```sh
+# Use default Python version (specified in the script):
+./airflow/download_constraints.sh 2.8.3
+
+# Use a specific Python version:
+./airflow/download_constraints.sh 2.8.3 3.11
+```
+
+Example output:
+
+```output
+Downloading constraints file for Airflow 2.8.3 (Python 3.9)
+Successfully pulled new constraints file: constraints-2.8.3-python39.txt
+```
diff --git a/airflow/constraints-2.8.1-python39.txt b/airflow/constraints-2.8.3-python39.txt
similarity index 56%
rename from airflow/constraints-2.8.1-python39.txt
rename to airflow/constraints-2.8.3-python39.txt
index 430908024..b0336c7a8 100644
--- a/airflow/constraints-2.8.1-python39.txt
+++ b/airflow/constraints-2.8.3-python39.txt
@@ -1,5 +1,6 @@
+
 #
-# This constraints file was automatically generated on 2024-01-16T07:06:10.316386
+# This constraints file was automatically generated on 2024-03-12T17:14:14.904649
 # via "eager-upgrade" mechanism of PIP. For the "v2-8-test" branch of Airflow.
 # This variant of constraints install uses the HEAD of the branch version for 'apache-airflow' but installs
 # the providers from PIP-released packages at the moment of the constraint generation.
@@ -33,26 +34,27 @@ Authlib==1.3.0
 Babel==2.14.0
 ConfigUpdater==3.2
 Deprecated==1.2.14
-Flask-AppBuilder==4.3.10
+Flask-AppBuilder==4.3.11
 Flask-Babel==2.0.0
 Flask-Bcrypt==1.0.1
 Flask-Caching==2.1.0
 Flask-JWT-Extended==4.6.0
-Flask-Limiter==3.5.0
+Flask-Limiter==3.5.1
 Flask-Login==0.6.3
 Flask-SQLAlchemy==2.5.1
 Flask-Session==0.5.0
 Flask-WTF==1.2.1
 Flask==2.2.5
-GitPython==3.1.41
+GitPython==3.1.42
 JPype1==1.5.0
 JayDeBeApi==1.2.3
 Jinja2==3.1.3
 Js2Py==0.74
-Mako==1.3.0
+Mako==1.3.2
 Markdown==3.5.2
-MarkupSafe==2.1.3
-PyGithub==2.1.1
+MarkupSafe==2.1.5
+PyAthena==3.3.0
+PyGithub==2.2.0
 PyHive==0.7.0
 PyJWT==2.8.0
 PyNaCl==1.5.0
@@ -60,181 +62,182 @@ PyYAML==6.0.1
 Pygments==2.17.2
 SQLAlchemy-JSONField==1.0.2
 SQLAlchemy-Utils==0.41.1
-SQLAlchemy==1.4.51
+SQLAlchemy==1.4.52
 SecretStorage==3.3.3
 Sphinx==5.3.0
 WTForms==3.1.2
 Werkzeug==2.2.3
 adal==1.2.7
-adlfs==2023.12.0
-aiobotocore==2.9.0
+adlfs==2024.2.0
+aiobotocore==2.11.2
 aiofiles==23.2.1
-aiohttp==3.9.1
+aiohttp==3.9.3
 aioitertools==0.11.0
 aioresponses==0.7.6
 aiosignal==1.3.1
 alabaster==0.7.16
 alembic==1.13.1
-alibabacloud-adb20211201==1.2.6
+alibabacloud-adb20211201==1.2.9
+alibabacloud-credentials==0.3.2
+alibabacloud-endpoint-util==0.0.3
+alibabacloud-gateway-spi==0.0.1
+alibabacloud-openapi-util==0.2.2
+alibabacloud-tea-openapi==0.3.8
+alibabacloud-tea-util==0.3.11
+alibabacloud-tea-xml==0.0.2
 alibabacloud-tea==0.3.5
-alibabacloud_credentials==0.3.2
-alibabacloud_endpoint_util==0.0.3
-alibabacloud_gateway_spi==0.0.1
-alibabacloud_openapi_util==0.2.2
-alibabacloud_tea_openapi==0.3.8
-alibabacloud_tea_util==0.3.11
-alibabacloud_tea_xml==0.0.2
-aliyun-python-sdk-core==2.14.0
+aliyun-python-sdk-core==2.15.0
 aliyun-python-sdk-kms==2.16.2
 amqp==5.2.0
 analytics-python==1.2.9
 annotated-types==0.6.0
 anyascii==0.3.2
-anyio==4.2.0
-apache-airflow-providers-airbyte==3.5.1
-apache-airflow-providers-alibaba==2.7.1
-apache-airflow-providers-amazon==8.16.0
-apache-airflow-providers-apache-beam==5.5.0
+anyio==4.3.0
+apache-airflow-providers-airbyte==3.6.0
+apache-airflow-providers-alibaba==2.7.2
+apache-airflow-providers-amazon==8.19.0
+apache-airflow-providers-apache-beam==5.6.2
 apache-airflow-providers-apache-cassandra==3.4.1
-apache-airflow-providers-apache-drill==2.6.0
-apache-airflow-providers-apache-druid==3.7.0
+apache-airflow-providers-apache-drill==2.6.1
+apache-airflow-providers-apache-druid==3.9.0
 apache-airflow-providers-apache-flink==1.3.0
-apache-airflow-providers-apache-hdfs==4.3.2
-apache-airflow-providers-apache-hive==6.4.1
+apache-airflow-providers-apache-hdfs==4.3.3
+apache-airflow-providers-apache-hive==7.0.1
 apache-airflow-providers-apache-impala==1.3.0
 apache-airflow-providers-apache-kafka==1.3.1
 apache-airflow-providers-apache-kylin==3.5.0
-apache-airflow-providers-apache-livy==3.7.1
+apache-airflow-providers-apache-livy==3.7.3
 apache-airflow-providers-apache-pig==4.3.0
-apache-airflow-providers-apache-pinot==4.3.0
-apache-airflow-providers-apache-spark==4.7.0
-apache-airflow-providers-apprise==1.2.1
+apache-airflow-providers-apache-pinot==4.3.1
+apache-airflow-providers-apache-spark==4.7.1
+apache-airflow-providers-apprise==1.2.2
 apache-airflow-providers-arangodb==2.4.1
 apache-airflow-providers-asana==2.4.1
-apache-airflow-providers-atlassian-jira==2.5.0
-apache-airflow-providers-celery==3.5.1
+apache-airflow-providers-atlassian-jira==2.5.1
+apache-airflow-providers-celery==3.6.1
 apache-airflow-providers-cloudant==3.4.1
-apache-airflow-providers-cncf-kubernetes==7.13.0
-apache-airflow-providers-cohere==1.1.1
-apache-airflow-providers-common-io==1.2.0
-apache-airflow-providers-common-sql==1.10.0
-apache-airflow-providers-databricks==6.0.0
+apache-airflow-providers-cncf-kubernetes==8.0.1
+apache-airflow-providers-cohere==1.1.2
+apache-airflow-providers-common-io==1.3.0
+apache-airflow-providers-common-sql==1.11.1
+apache-airflow-providers-databricks==6.2.0
 apache-airflow-providers-datadog==3.5.1
-apache-airflow-providers-dbt-cloud==3.5.1
+apache-airflow-providers-dbt-cloud==3.7.0
 apache-airflow-providers-dingding==3.4.0
-apache-airflow-providers-discord==3.5.0
-apache-airflow-providers-docker==3.9.1
-apache-airflow-providers-elasticsearch==5.3.1
-apache-airflow-providers-exasol==4.4.1
+apache-airflow-providers-discord==3.6.0
+apache-airflow-providers-docker==3.9.2
+apache-airflow-providers-elasticsearch==5.3.3
+apache-airflow-providers-exasol==4.4.3
 apache-airflow-providers-facebook==3.4.0
 apache-airflow-providers-ftp==3.7.0
 apache-airflow-providers-github==2.5.1
-apache-airflow-providers-google==10.13.1
+apache-airflow-providers-google==10.16.0
 apache-airflow-providers-grpc==3.4.1
-apache-airflow-providers-hashicorp==3.6.1
-apache-airflow-providers-http==4.8.0
+apache-airflow-providers-hashicorp==3.6.4
+apache-airflow-providers-http==4.10.0
 apache-airflow-providers-imap==3.5.0
-apache-airflow-providers-influxdb==2.4.0
-apache-airflow-providers-jdbc==4.2.1
+apache-airflow-providers-influxdb==2.4.1
+apache-airflow-providers-jdbc==4.2.2
 apache-airflow-providers-jenkins==3.5.1
-apache-airflow-providers-microsoft-azure==8.5.1
-apache-airflow-providers-microsoft-mssql==3.6.0
-apache-airflow-providers-microsoft-psrp==2.5.0
+apache-airflow-providers-microsoft-azure==9.0.1
+apache-airflow-providers-microsoft-mssql==3.6.1
+apache-airflow-providers-microsoft-psrp==2.6.0
 apache-airflow-providers-microsoft-winrm==3.4.0
-apache-airflow-providers-mongo==3.5.0
-apache-airflow-providers-mysql==5.5.1
+apache-airflow-providers-mongo==4.0.0
+apache-airflow-providers-mysql==5.5.4
 apache-airflow-providers-neo4j==3.5.0
-apache-airflow-providers-odbc==4.4.0
+apache-airflow-providers-odbc==4.4.1
 apache-airflow-providers-openai==1.1.0
 apache-airflow-providers-openfaas==3.4.0
-apache-airflow-providers-openlineage==1.4.0
-apache-airflow-providers-opensearch==1.1.1
+apache-airflow-providers-openlineage==1.6.0
+apache-airflow-providers-opensearch==1.1.2
 apache-airflow-providers-opsgenie==5.5.0
-apache-airflow-providers-oracle==3.9.1
-apache-airflow-providers-pagerduty==3.6.0
-apache-airflow-providers-papermill==3.6.0
+apache-airflow-providers-oracle==3.9.2
+apache-airflow-providers-pagerduty==3.6.2
+apache-airflow-providers-papermill==3.6.1
 apache-airflow-providers-pgvector==1.1.0
-apache-airflow-providers-pinecone==1.1.1
-apache-airflow-providers-postgres==5.10.0
-apache-airflow-providers-presto==5.4.0
+apache-airflow-providers-pinecone==1.1.2
+apache-airflow-providers-postgres==5.10.2
+apache-airflow-providers-presto==5.4.2
 apache-airflow-providers-redis==3.6.0
-apache-airflow-providers-salesforce==5.6.1
+apache-airflow-providers-salesforce==5.6.3
 apache-airflow-providers-samba==4.5.0
 apache-airflow-providers-segment==3.4.0
 apache-airflow-providers-sendgrid==3.4.0
-apache-airflow-providers-sftp==4.8.1
+apache-airflow-providers-sftp==4.9.0
 apache-airflow-providers-singularity==3.4.0
-apache-airflow-providers-slack==8.5.1
-apache-airflow-providers-smtp==1.6.0
-apache-airflow-providers-snowflake==5.2.1
-apache-airflow-providers-sqlite==3.7.0
-apache-airflow-providers-ssh==3.10.0
-apache-airflow-providers-tableau==4.4.0
+apache-airflow-providers-slack==8.6.1
+apache-airflow-providers-smtp==1.6.1
+apache-airflow-providers-snowflake==5.3.1
+apache-airflow-providers-sqlite==3.7.1
+apache-airflow-providers-ssh==3.10.1
+apache-airflow-providers-tableau==4.4.2
 apache-airflow-providers-tabular==1.4.1
-apache-airflow-providers-telegram==4.3.0
-apache-airflow-providers-trino==5.6.0
-apache-airflow-providers-vertica==3.7.0
-apache-airflow-providers-weaviate==1.3.0
-apache-airflow-providers-yandex==3.7.1
+apache-airflow-providers-telegram==4.4.0
+apache-airflow-providers-trino==5.6.3
+apache-airflow-providers-vertica==3.7.1
+apache-airflow-providers-weaviate==1.3.3
+apache-airflow-providers-yandex==3.9.0
 apache-airflow-providers-zendesk==4.6.0
-apache-beam==2.53.0
-apispec==6.4.0
-apprise==1.7.1
-argcomplete==3.2.1
+apache-beam==2.54.0
+apispec==6.5.0
+apprise==1.7.4
+argcomplete==3.2.3
 asana==3.2.2
 asgiref==3.7.2
 asn1crypto==1.5.1
 astroid==2.15.8
 asttokens==2.4.1
 async-timeout==4.0.3
+asyncssh==2.14.2
 atlasclient==1.0.0
-atlassian-python-api==3.41.5
+atlassian-python-api==3.41.11
 attrs==23.2.0
-aws-sam-translator==1.83.0
-aws-xray-sdk==2.12.1
+aws-sam-translator==1.86.0
+aws-xray-sdk==2.13.0
 azure-batch==14.1.0
 azure-common==1.1.28
-azure-core==1.29.6
+azure-core==1.30.1
 azure-cosmos==4.5.1
 azure-datalake-store==0.0.53
 azure-identity==1.15.0
-azure-keyvault-secrets==4.7.0
+azure-keyvault-secrets==4.8.0
 azure-kusto-data==4.3.1
 azure-mgmt-containerinstance==10.1.0
 azure-mgmt-containerregistry==10.3.0
 azure-mgmt-core==1.4.0
 azure-mgmt-cosmosdb==9.4.0
-azure-mgmt-datafactory==4.0.0
+azure-mgmt-datafactory==6.0.0
 azure-mgmt-datalake-nspkg==3.0.1
 azure-mgmt-datalake-store==0.5.0
 azure-mgmt-nspkg==3.0.2
 azure-mgmt-resource==23.0.1
 azure-mgmt-storage==21.1.0
 azure-nspkg==3.0.2
-azure-servicebus==7.11.4
-azure-storage-blob==12.19.0
+azure-servicebus==7.12.0
+azure-storage-blob==12.19.1
 azure-storage-file-datalake==12.14.0
 azure-storage-file-share==12.15.0
 azure-synapse-artifacts==0.18.0
 azure-synapse-spark==0.7.0
 backoff==2.2.1
 bcrypt==4.1.2
-beautifulsoup4==4.12.2
+beautifulsoup4==4.12.3
 billiard==4.2.0
 bitarray==2.9.2
-black==24.1a1
+black==24.2.0
 blinker==1.7.0
 boto3==1.33.13
 botocore==1.33.13
 cachelib==0.9.0
-cachetools==5.3.2
+cachetools==5.3.3
 cassandra-driver==3.29.0
 cattrs==23.2.3
 celery==5.3.6
-certifi==2023.11.17
+certifi==2024.2.2
 cffi==1.16.0
 cfgv==3.4.0
-cfn-lint==0.83.8
+cfn-lint==0.86.0
 cgroupspy==0.2.2
 chardet==5.2.0
 charset-normalizer==3.3.2
@@ -247,126 +250,126 @@ click==8.1.7
 clickclick==20.10.2
 cloudant==2.15.0
 cloudpickle==2.2.1
-cohere==4.44
+cohere==4.54
 colorama==0.4.6
 colorlog==4.8.0
-comm==0.2.1
+comm==0.2.2
 confluent-kafka==2.3.0
 connexion==2.14.2
-coverage==7.4.0
+coverage==7.4.3
 crcmod==1.7
-cron-descriptor==1.4.0
-croniter==2.0.1
+cron-descriptor==1.4.3
+croniter==2.0.2
 cryptography==41.0.7
 curlify==2.2.1
-databricks-sql-connector==2.9.3
-datadog==0.47.0
+databricks-sql-connector==2.9.4
+datadog==0.48.0
 db-dtypes==1.2.0
-debugpy==1.8.0
+debugpy==1.8.1
 decorator==5.1.1
 defusedxml==0.7.1
-deltalake==0.15.1
+deltalake==0.16.0
 dill==0.3.1.1
 distlib==0.3.8
 distro==1.9.0
-dnspython==2.4.2
+dnspython==2.6.1
 docker==7.0.0
 docopt==0.6.2
 docutils==0.20.1
-duckdb==0.9.2
-ecdsa==0.18.0
+duckdb==0.10.0
 editables==0.5
-elastic-transport==8.11.0
-elasticsearch==8.11.1
+elastic-transport==8.12.0
+elasticsearch==8.12.1
 email-validator==1.3.1
 entrypoints==0.4
+enum34==1.1.10
 eralchemy2==1.3.8
 et-xmlfile==1.1.0
-eventlet==0.34.3
+eventlet==0.35.2
 exceptiongroup==1.2.0
 execnet==2.0.2
 executing==2.0.1
-facebook-business==18.0.5
-fastavro==1.9.3
+facebook_business==19.0.0
+fastavro==1.9.4
 fasteners==0.19
 fastjsonschema==2.19.1
 filelock==3.13.1
 flower==2.0.1
 frozenlist==1.4.1
-fsspec==2023.12.2
-future==0.18.3
+fsspec==2024.2.0
+future==1.0.0
 gcloud-aio-auth==4.2.3
-gcloud-aio-bigquery==7.0.0
-gcloud-aio-storage==9.0.0
-gcsfs==2023.12.2.post1
+gcloud-aio-bigquery==7.1.0
+gcloud-aio-storage==9.2.0
+gcsfs==2024.2.0
 geomet==0.2.1.post1
-gevent==23.9.1
+gevent==24.2.1
 gitdb==4.0.11
-google-ads==22.1.0
-google-analytics-admin==0.22.2
-google-api-core==2.15.0
-google-api-python-client==2.113.0
+google-ads==23.1.0
+google-analytics-admin==0.22.7
+google-api-core==2.17.1
+google-api-python-client==2.122.0
 google-auth-httplib2==0.2.0
 google-auth-oauthlib==1.2.0
-google-auth==2.26.2
-google-cloud-aiplatform==1.39.0
-google-cloud-appengine-logging==1.4.0
+google-auth==2.28.2
+google-cloud-aiplatform==1.43.0
+google-cloud-appengine-logging==1.4.3
 google-cloud-audit-log==0.2.5
-google-cloud-automl==2.12.0
-google-cloud-batch==0.17.7
-google-cloud-bigquery-datatransfer==3.13.0
-google-cloud-bigquery-storage==2.24.0
-google-cloud-bigquery==3.16.0
-google-cloud-bigtable==2.22.0
-google-cloud-build==3.22.0
-google-cloud-compute==1.15.0
-google-cloud-container==2.37.0
+google-cloud-automl==2.13.3
+google-cloud-batch==0.17.14
+google-cloud-bigquery-datatransfer==3.15.1
+google-cloud-bigquery==3.19.0
+google-cloud-bigtable==2.23.0
+google-cloud-build==3.23.3
+google-cloud-compute==1.18.0
+google-cloud-container==2.43.0
 google-cloud-core==2.4.1
-google-cloud-datacatalog==3.17.2
-google-cloud-dataflow-client==0.8.6
-google-cloud-dataform==0.5.5
-google-cloud-dataplex==1.11.0
-google-cloud-dataproc-metastore==1.14.0
-google-cloud-dataproc==5.8.0
-google-cloud-dlp==3.14.0
-google-cloud-kms==2.20.0
-google-cloud-language==2.12.0
+google-cloud-datacatalog==3.18.3
+google-cloud-dataflow-client==0.8.10
+google-cloud-dataform==0.5.9
+google-cloud-dataplex==1.12.3
+google-cloud-dataproc-metastore==1.15.3
+google-cloud-dataproc==5.9.3
+google-cloud-dlp==3.16.0
+google-cloud-kms==2.21.3
+google-cloud-language==2.13.3
 google-cloud-logging==3.9.0
-google-cloud-memcache==1.8.0
-google-cloud-monitoring==2.18.0
-google-cloud-orchestration-airflow==1.10.0
-google-cloud-os-login==2.13.0
-google-cloud-pubsub==2.19.0
-google-cloud-redis==2.14.0
-google-cloud-resource-manager==1.11.0
-google-cloud-run==0.10.1
-google-cloud-secret-manager==2.17.0
-google-cloud-spanner==3.41.0
-google-cloud-speech==2.23.0
-google-cloud-storage-transfer==1.10.0
-google-cloud-storage==2.14.0
-google-cloud-tasks==2.15.0
-google-cloud-texttospeech==2.15.1
-google-cloud-translate==3.14.0
-google-cloud-videointelligence==2.12.0
-google-cloud-vision==3.5.0
-google-cloud-workflows==1.13.0
+google-cloud-memcache==1.9.3
+google-cloud-monitoring==2.19.3
+google-cloud-orchestration-airflow==1.12.1
+google-cloud-os-login==2.14.3
+google-cloud-pubsub==2.20.1
+google-cloud-redis==2.15.3
+google-cloud-resource-manager==1.12.3
+google-cloud-run==0.10.5
+google-cloud-secret-manager==2.18.3
+google-cloud-spanner==3.43.0
+google-cloud-speech==2.25.1
+google-cloud-storage-transfer==1.11.3
+google-cloud-storage==2.15.0
+google-cloud-tasks==2.16.3
+google-cloud-texttospeech==2.16.3
+google-cloud-translate==3.15.3
+google-cloud-videointelligence==2.13.3
+google-cloud-vision==3.7.2
+google-cloud-workflows==1.14.3
 google-crc32c==1.5.0
 google-re2==1.1
 google-resumable-media==2.7.0
-googleapis-common-protos==1.62.0
+googleapis-common-protos==1.63.0
 graphql-core==3.2.3
 graphviz==0.20.1
 greenlet==3.0.3
 grpc-google-iam-v1==0.13.0
+grpc-interceptor==0.15.4
 grpcio-gcp==0.2.2
-grpcio-status==1.60.0
-grpcio==1.60.0
+grpcio-status==1.62.1
+grpcio==1.62.1
 gssapi==1.8.3
 gunicorn==21.2.0
 h11==0.14.0
-hatch==1.9.1
-hatchling==1.21.0
+hatch==1.9.4
+hatchling==1.21.1
 hdfs==2.7.3
 hmsclient==0.1.1
 httpcore==0.16.3
@@ -376,114 +379,115 @@ humanize==4.9.0
 hvac==2.1.0
 hyperlink==21.0.0
 icdiff==2.0.7
-identify==2.5.33
+identify==2.5.35
 idna==3.6
 ijson==3.2.3
 imagesize==1.4.1
 importlib-metadata==6.11.0
-importlib-resources==6.1.1
+importlib_resources==6.1.3
 impyla==0.19.0
 incremental==22.10.0
 inflection==0.5.1
-influxdb-client==1.39.0
+influxdb-client==1.41.0
 iniconfig==2.0.0
 ipdb==0.13.13
-ipykernel==6.28.0
+ipykernel==6.29.3
 ipython==8.18.1
 isodate==0.6.1
 itsdangerous==2.1.2
-jaraco.classes==3.3.0
+jaraco.classes==3.3.1
 jedi==0.19.1
 jeepney==0.8.0
 jmespath==0.10.0
+joserfc==0.9.0
 jschema-to-python==1.2.3
 json-merge-patch==0.2
 jsondiff==2.0.0
 jsonpatch==1.33
 jsonpath-ng==1.6.1
-jsonpickle==3.0.2
+jsonpickle==3.0.3
 jsonpointer==2.4
 jsonschema-path==0.3.2
 jsonschema-specifications==2023.12.1
-jsonschema==4.20.0
+jsonschema==4.21.1
 junit-xml==1.9
-jupyter_client==8.6.0
-jupyter_core==5.7.1
-keyring==24.3.0
+jupyter_client==8.6.1
+jupyter_core==5.7.2
+keyring==24.3.1
 kombu==5.3.5
 krb5==0.5.1
-kubernetes-asyncio==24.2.3
-kubernetes==23.6.0
+kubernetes==29.0.0
+kubernetes_asyncio==29.0.0
 kylinpy==2.8.4
 lazy-object-proxy==1.10.0
 ldap3==2.9.1
-limits==3.7.0
-linkify-it-py==2.0.2
+limits==3.10.0
+linkify-it-py==2.0.3
 lockfile==0.12.2
 loguru==0.7.2
-looker-sdk==23.20.1
+looker-sdk==24.2.0
 lxml==5.1.0
 lz4==4.3.3
 markdown-it-py==3.0.0
-marshmallow-oneofschema==3.0.1
+marshmallow-oneofschema==3.1.1
 marshmallow-sqlalchemy==0.26.1
-marshmallow==3.20.2
+marshmallow==3.21.1
 matplotlib-inline==0.1.6
 mdit-py-plugins==0.4.0
 mdurl==0.1.2
 mmhash3==3.0.1
 mongomock==4.1.2
 more-itertools==10.2.0
-moto==4.2.13
+moto==5.0.3
 mpmath==1.3.0
 msal-extensions==1.1.0
-msal==1.26.0
+msal==1.27.0
 msrest==0.7.1
 msrestazure==0.6.4
-multi_key_dict==2.0.3
-multidict==6.0.4
+multi-key-dict==2.0.3
+multidict==6.0.5
 mypy-boto3-appflow==1.34.0
-mypy-boto3-rds==1.34.6
+mypy-boto3-rds==1.34.58
 mypy-boto3-redshift-data==1.34.0
 mypy-boto3-s3==1.34.14
 mypy-extensions==1.0.0
-mypy==1.2.0
-mysql-connector-python==8.0.29
-mysqlclient==2.2.1
-nbclient==0.9.0
-nbformat==5.9.2
-neo4j==5.16.0
-nest-asyncio==1.5.9
+mypy==1.8.0
+mysql-connector-python==8.3.0
+mysqlclient==2.2.4
+nbclient==0.9.1
+nbformat==5.10.2
+neo4j==5.18.0
+nest-asyncio==1.6.0
 networkx==3.2.1
 nh3==0.2.15
 nodeenv==1.8.0
 numpy==1.24.4
 oauthlib==3.2.2
-objsize==0.6.1
-openai==1.7.2
+objsize==0.7.0
+openai==1.13.3
 openapi-schema-validator==0.6.2
 openapi-spec-validator==0.7.1
-openlineage-integration-common==1.7.0
-openlineage-python==1.7.0
-openlineage_sql==1.7.0
+openlineage-integration-common==1.9.1
+openlineage-python==1.9.1
+openlineage_sql==1.9.1
 openpyxl==3.1.2
 opensearch-py==2.4.2
-opentelemetry-api==1.22.0
-opentelemetry-exporter-otlp-proto-common==1.22.0
-opentelemetry-exporter-otlp-proto-grpc==1.22.0
-opentelemetry-exporter-otlp-proto-http==1.22.0
-opentelemetry-exporter-otlp==1.22.0
-opentelemetry-exporter-prometheus==0.43b0
-opentelemetry-proto==1.22.0
-opentelemetry-sdk==1.22.0
-opentelemetry-semantic-conventions==0.43b0
+opentelemetry-api==1.23.0
+opentelemetry-exporter-otlp-proto-common==1.23.0
+opentelemetry-exporter-otlp-proto-grpc==1.23.0
+opentelemetry-exporter-otlp-proto-http==1.23.0
+opentelemetry-exporter-otlp==1.23.0
+opentelemetry-exporter-prometheus==0.44b0
+opentelemetry-proto==1.23.0
+opentelemetry-sdk==1.23.0
+opentelemetry-semantic-conventions==0.44b0
 opsgenie-sdk==2.1.5
-oracledb==2.0.1
+oracledb==2.1.0
 ordered-set==4.1.0
-orjson==3.9.10
+orjson==3.9.15
 oss2==2.18.4
 packaging==23.2
-pandas-gbq==0.20.0
+pandas-gbq==0.22.0
 pandas-stubs==2.0.2.230605
 pandas==2.1.4
 papermill==2.5.0
@@ -495,33 +499,33 @@ pbr==6.0.0
 pdpyras==5.2.0
 pendulum==3.0.0
 pexpect==4.9.0
-pgvector==0.2.4
+pgvector==0.2.5
 pinecone-client==2.2.4
-pinotdb==5.1.2
-pipdeptree==2.13.2
-pipx==1.4.2
-pkginfo==1.9.6
+pinotdb==5.1.3
+pipdeptree==2.16.1
+pipx==1.4.3
+pkginfo==1.10.0
 platformdirs==3.11.0
-pluggy==1.3.0
+pluggy==1.4.0
 ply==3.11
 plyvel==1.5.1
 portalocker==2.8.2
 pprintpp==0.4.0
-pre-commit==3.6.0
+pre-commit==3.6.2
 presto-python-client==0.8.4
 prison==0.2.1
-prometheus-client==0.19.0
+prometheus_client==0.20.0
 prompt-toolkit==3.0.43
 proto-plus==1.23.0
-protobuf==4.25.2
-psutil==5.9.7
+protobuf==4.25.3
+psutil==5.9.8
 psycopg2-binary==2.9.9
 ptyprocess==0.7.0
 pure-eval==0.2.2
 pure-sasl==0.6.2
-py-partiql-parser==0.5.0
+py-partiql-parser==0.5.1
 py4j==0.10.9.7
-pyOpenSSL==23.3.0
+pyOpenSSL==24.1.0
 pyarrow-hotfix==0.6
 pyarrow==14.0.2
 pyasn1-modules==0.3.0
@@ -529,27 +533,26 @@ pyasn1==0.5.1
 pycountry==23.12.11
 pycparser==2.21
 pycryptodome==3.20.0
-pydantic==2.5.3
-pydantic_core==2.14.6
+pydantic==2.6.4
+pydantic_core==2.16.3
 pydata-google-auth==1.8.2
 pydot==1.4.2
 pydruid==0.6.6
 pyenchant==3.2.2
 pyexasol==0.25.2
 pygraphviz==1.11
-pyiceberg==0.5.1
+pyiceberg==0.6.0
 pyjsparser==2.7.1
 pykerberos==1.2.4
-pymongo==4.6.1
+pymongo==4.6.2
 pymssql==2.2.11
-pyodbc==5.0.1
-pyparsing==3.1.1
+pyodbc==5.1.0
+pyparsing==3.1.2
 pypsrp==0.8.1
-pyspark==3.5.0
+pyspark==3.5.1
 pyspnego==0.10.2
-pytest-asyncio==0.23.3
+pytest-asyncio==0.23.5.post1
 pytest-cov==4.1.0
-pytest-httpx==0.21.3
 pytest-icdiff==0.9
 pytest-instafail==0.5.0
 pytest-mock==3.12.0
@@ -557,45 +560,44 @@ pytest-rerunfailures==13.0
 pytest-timeouts==1.2.1
 pytest-xdist==3.5.0
 pytest==7.4.4
-python-arango==7.9.0
+python-arango==7.9.1
 python-daemon==3.0.1
-python-dateutil==2.8.2
-python-dotenv==1.0.0
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
 python-http-client==3.3.7
 python-jenkins==1.8.2
-python-jose==3.3.0
 python-ldap==3.4.4
 python-nvd3==0.15.0
-python-slugify==8.0.1
+python-slugify==8.0.4
 python-telegram-bot==20.2
 python3-saml==1.16.0
-pytz==2023.3.post1
+pytz==2024.1
 pywinrm==0.4.3
 pyzmq==25.1.2
 reactivex==4.0.4
-readme-renderer==42.0
+readme_renderer==43.0
 redis==4.6.0
-redshift-connector==2.0.918
-referencing==0.32.1
+redshift-connector==2.1.0
+referencing==0.33.0
 regex==2023.12.25
-requests-file==1.5.1
+requests-file==2.0.0
 requests-kerberos==0.14.0
 requests-mock==1.11.0
 requests-ntlm==1.2.0
-requests-oauthlib==1.3.1
+requests-oauthlib==1.4.0
 requests-toolbelt==1.0.0
 requests==2.31.0
-responses==0.24.1
-restructuredtext_lint==1.4.0
+responses==0.25.0
+restructuredtext-lint==1.4.0
 rfc3339-validator==0.1.4
 rfc3986==1.5.0
 rich-argparse==1.4.0
-rich-click==1.7.3
-rich==13.7.0
-rpds-py==0.17.1
+rich-click==1.7.4
+rich==13.7.1
+rpds-py==0.18.0
 rsa==4.9
-ruff==0.1.11
-s3fs==2023.12.2
+ruff==0.2.1
+s3fs==2024.2.0
 s3transfer==0.8.2
 sarif-om==1.0.4
 scramp==1.4.4
@@ -603,18 +605,18 @@ scrapbook==0.5.0
 semver==3.0.2
 sendgrid==6.11.0
 sentinels==1.0.0
-sentry-sdk==1.39.2
+sentry-sdk==1.41.0
 setproctitle==1.3.3
-shapely==2.0.2
+shapely==2.0.3
 shellingham==1.5.4
 simple-salesforce==1.12.5
 six==1.16.0
-slack_sdk==3.26.2
+slack_sdk==3.27.1
 smbprotocol==1.12.0
 smmap==5.0.1
-sniffio==1.3.0
+sniffio==1.3.1
 snowballstemmer==2.2.0
-snowflake-connector-python==3.6.0
+snowflake-connector-python==3.7.1
 snowflake-sqlalchemy==1.5.1
 sortedcontainers==2.4.0
 soupsieve==2.5
@@ -636,12 +638,11 @@ sphinxcontrib-redoc==1.6.0
 sphinxcontrib-serializinghtml==1.1.5
 sphinxcontrib-spelling==8.0.0
 spython==0.3.13
-sqlalchemy-bigquery==1.9.0
+sqlalchemy-bigquery==1.10.0
+sqlalchemy-drill==1.1.4
 sqlalchemy-redshift==0.8.14
 sqlalchemy-spanner==1.6.2
-sqlalchemy_drill==1.1.4
 sqlparse==0.4.4
-sshpubkeys==3.3.1
 sshtunnel==0.4.0
 stack-data==0.6.3
 starkbank-ecdsa==2.2.0
@@ -655,64 +656,64 @@ termcolor==2.4.0
 text-unidecode==1.3
 thrift-sasl==0.4.3
 thrift==0.16.0
-time-machine==2.13.0
+time-machine==2.14.0
 tomli==2.0.1
 tomli_w==1.0.0
-tomlkit==0.12.3
+tomlkit==0.12.4
 tornado==6.4
 towncrier==23.11.0
-tqdm==4.66.1
-traitlets==5.14.1
-trino==0.327.0
-trove-classifiers==2024.1.8
-twine==4.0.2
-types-Deprecated==1.2.9.20240106
-types-Markdown==3.5.0.20240106
+tqdm==4.66.2
+traitlets==5.14.2
+trino==0.328.0
+trove-classifiers==2024.3.3
+twine==5.0.0
+types-Deprecated==1.2.9.20240311
+types-Markdown==3.5.0.20240311
 types-PyMySQL==1.1.0.1
-types-PyYAML==6.0.12.12
-types-aiofiles==23.2.0.20240106
+types-PyYAML==6.0.12.20240311
+types-aiofiles==23.2.0.20240311
 types-certifi==2021.10.8.3
 types-croniter==2.0.0.20240106
-types-docutils==0.20.0.20240106
-types-paramiko==3.4.0.20240106
-types-protobuf==4.24.0.20240106
-types-pyOpenSSL==23.3.0.20240106
-types-python-dateutil==2.8.19.20240106
-types-python-slugify==8.0.0.3
-types-pytz==2023.3.1.1
-types-redis==4.6.0.20240106
+types-docutils==0.20.0.20240311
+types-paramiko==3.4.0.20240311
+types-protobuf==4.24.0.20240311
+types-pyOpenSSL==24.0.0.20240311
+types-python-dateutil==2.8.19.20240311
+types-python-slugify==8.0.2.20240310
+types-pytz==2024.1.0.20240203
+types-redis==4.6.0.20240311
 types-requests==2.31.0.6
-types-setuptools==69.0.0.20240115
+types-setuptools==69.1.0.20240310
 types-tabulate==0.9.0.20240106
 types-termcolor==1.1.6.2
-types-toml==0.10.8.7
+types-toml==0.10.8.20240310
 types-urllib3==1.26.25.14
-typing_extensions==4.9.0
-tzdata==2023.4
+typing_extensions==4.10.0
+tzdata==2024.1
 tzlocal==5.2
-uc-micro-py==1.0.2
+uc-micro-py==1.0.3
 unicodecsv==0.14.1
 universal-pathlib==0.1.4
 uritemplate==4.1.1
 urllib3==1.26.18
-userpath==1.9.1
+userpath==1.9.2
 validators==0.22.0
 vertica-python==1.3.8
 vine==5.1.0
-virtualenv==20.25.0
-watchtower==3.0.1
+virtualenv==20.25.1
+watchtower==3.1.0
 wcwidth==0.2.13
-weaviate-client==3.26.1
+weaviate-client==3.26.2
 websocket-client==1.7.0
 wrapt==1.16.0
 xmlsec==1.3.13
 xmltodict==0.13.0
-yamllint==1.33.0
-yandexcloud==0.253.0
+yamllint==1.35.1
+yandexcloud==0.264.0
 yarl==1.9.4
 zeep==4.2.1
-zenpy==2.0.45
+zenpy==2.0.47
 zipp==3.17.0
 zope.event==5.0
-zope.interface==6.1
+zope.interface==6.2
 zstandard==0.22.0
diff --git a/airflow/download_constraints.sh b/airflow/download_constraints.sh
new file mode 100755
index 000000000..7cffee658
--- /dev/null
+++ b/airflow/download_constraints.sh
@@ -0,0 +1,17 @@
+#!/usr/bin/env bash
+
+AIRFLOW_VERSION=${1:?"Missing version number argument (arg 1)"}
+PYTHON_VERSION=${2:-"3.9"}
+
+URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt"
+FILENAME="constraints-${AIRFLOW_VERSION}-python${PYTHON_VERSION//.}.txt"
+
+# Find the directory name of the script so it can be run from outside
+DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+pushd "${DIR}" > /dev/null || exit 1
+
+echo "Downloading constraints file for Airflow ${AIRFLOW_VERSION} (Python ${PYTHON_VERSION})"
+curl --fail -Ls "${URL}" -o "${FILENAME}"
+
+echo "Successfully pulled new constraints file: ${FILENAME}"
+popd > /dev/null || exit 1