From 8c13cd91fe7adae8ff95f7577149c995d8026e38 Mon Sep 17 00:00:00 2001
From: David del Real Sifuentes <deldavid@google.com>
Date: Mon, 18 May 2026 22:26:48 +0000
Subject: [PATCH 1/3] Updating dependencies for Wergxeug and Flask to solve
 dependeabot security alerts,

---
 appengine/flexible/analytics/requirements.txt             | 8 +++-----
 appengine/flexible/datastore/requirements.txt             | 2 +-
 appengine/flexible/hello_world/requirements.txt           | 2 +-
 appengine/flexible/metadata/requirements.txt              | 2 +-
 .../multiple_services/gateway-service/requirements.txt    | 2 +-
 .../multiple_services/static-service/requirements.txt     | 2 +-
 appengine/flexible/numpy/requirements.txt                 | 2 +-
 appengine/flexible/pubsub/requirements.txt                | 2 +-
 appengine/flexible/scipy/requirements.txt                 | 2 +-
 appengine/flexible/static_files/requirements.txt          | 2 +-
 appengine/flexible/storage/requirements.txt               | 2 +-
 appengine/flexible/tasks/requirements.txt                 | 2 +-
 appengine/flexible/twilio/requirements.txt                | 8 +++-----
 appengine/flexible/websockets/requirements.txt            | 4 ++--
 appengine/standard/analytics/requirements.txt             | 6 ++----
 .../standard/firebase/firenotes/backend/requirements.txt  | 6 ++----
 appengine/standard/flask/hello_world/requirements.txt     | 1 -
 appengine/standard/iap/requirements.txt                   | 8 +++-----
 appengine/standard/migration/memorystore/requirements.txt | 6 ++----
 .../standard/migration/ndb/overview/requirements.txt      | 6 ++----
 .../standard/migration/ndb/redis_cache/requirements.txt   | 6 ++----
 appengine/standard/migration/storage/requirements.txt     | 6 ++----
 .../migration/taskqueue/pull-counter/requirements.txt     | 6 ++----
 .../standard/migration/urlfetch/async/requirements.txt    | 6 ++----
 .../standard/migration/urlfetch/requests/requirements.txt | 6 ++----
 appengine/standard/ndb/transactions/requirements.txt      | 6 ++----
 appengine/standard/taskqueue/counter/requirements.txt     | 1 -
 appengine/standard/urlfetch/requests/requirements.txt     | 6 ++----
 appengine/standard_python3/bigquery/requirements.txt      | 2 +-
 .../building-an-app/building-an-app-1/requirements.txt    | 2 +-
 .../building-an-app/building-an-app-2/requirements.txt    | 2 +-
 .../building-an-app/building-an-app-3/requirements.txt    | 2 +-
 .../building-an-app/building-an-app-4/requirements.txt    | 2 +-
 .../bundled-services/blobstore/flask/requirements.txt     | 4 ++--
 .../bundled-services/deferred/flask/requirements.txt      | 4 ++--
 .../bundled-services/mail/flask/requirements.txt          | 4 ++--
 appengine/standard_python3/cloudsql/requirements.txt      | 2 +-
 appengine/standard_python3/custom-server/requirements.txt | 2 +-
 appengine/standard_python3/hello_world/requirements.txt   | 2 +-
 .../standard_python3/migration/urlfetch/requirements.txt  | 2 +-
 appengine/standard_python3/pubsub/requirements.txt        | 2 +-
 appengine/standard_python3/redis/requirements.txt         | 2 +-
 appengine/standard_python3/spanner/requirements.txt       | 2 +-
 appengine/standard_python3/warmup/requirements.txt        | 2 +-
 auth/end-user/web/requirements.txt                        | 2 +-
 bigquery/remote-function/document/requirements.txt        | 4 ++--
 bigquery/remote-function/translate/requirements.txt       | 4 ++--
 bigquery/remote-function/vision/requirements.txt          | 4 ++--
 cloud-media-livestream/keypublisher/requirements.txt      | 4 ++--
 cloud-sql/mysql/sqlalchemy/requirements.txt               | 4 ++--
 cloud-sql/postgres/sqlalchemy/requirements.txt            | 4 ++--
 cloud-sql/sql-server/sqlalchemy/requirements.txt          | 4 ++--
 cloud_scheduler/snippets/requirements.txt                 | 4 ++--
 composer/2022_airflow_summit/constraints.txt              | 2 +-
 .../data-orchestration-with-composer/constraints.txt      | 2 +-
 composer/cicd_sample/constraints.txt                      | 2 +-
 composer/workflows/constraints.txt                        | 2 +-
 compute/managed-instances/demo/requirements.txt           | 4 ++--
 datastore/cloud-ndb/requirements.txt                      | 4 ++--
 dialogflow-cx/requirements.txt                            | 4 ++--
 dialogflow/requirements.txt                               | 4 ++--
 endpoints/getting-started/requirements.txt                | 4 ++--
 eventarc/audit-storage/requirements.txt                   | 2 +-
 eventarc/audit_iam/requirements.txt                       | 2 +-
 eventarc/generic/requirements.txt                         | 2 +-
 eventarc/pubsub/requirements.txt                          | 2 +-
 eventarc/storage_handler/requirements.txt                 | 2 +-
 functions/helloworld/requirements.txt                     | 2 +-
 functions/slack/requirements.txt                          | 2 +-
 functions/v2/response_streaming/requirements.txt          | 4 ++--
 iap/app_engine_app/requirements.txt                       | 4 ++--
 iap/requirements.txt                                      | 4 ++--
 memorystore/redis/requirements.txt                        | 4 ++--
 monitoring/opencensus/requirements.txt                    | 4 ++--
 monitoring/prometheus/requirements.txt                    | 4 ++--
 .../serving_app/requirements.txt                          | 4 ++--
 .../land-cover-classification/serving/requirements.txt    | 4 ++--
 .../timeseries-classification/requirements.txt            | 4 ++--
 .../weather-forecasting/serving/requirements.txt          | 5 ++---
 practice-folder/beginner-sample/requirements.txt          | 2 +-
 profiler/appengine/flexible/requirements.txt              | 4 ++--
 profiler/appengine/standard_python37/requirements.txt     | 4 ++--
 recaptcha_enterprise/demosite/app/requirements.txt        | 4 ++--
 recaptcha_enterprise/snippets/requirements-test.txt       | 2 +-
 run/hello-broken/requirements.txt                         | 4 ++--
 run/helloworld/requirements.txt                           | 4 ++--
 run/idp-sql/requirements.txt                              | 2 +-
 run/image-processing/requirements.txt                     | 4 ++--
 run/logging-manual/requirements.txt                       | 4 ++--
 run/markdown-preview/editor/requirements.txt              | 4 ++--
 run/markdown-preview/renderer/requirements.txt            | 4 ++--
 run/pubsub/requirements.txt                               | 4 ++--
 run/service-auth/requirements.txt                         | 2 +-
 run/system-package/requirements.txt                       | 4 ++--
 tpu/requirements.txt                                      | 4 +---
 .../app/requirements.txt                                  | 4 ++--
 trace/trace-python-sample-opentelemetry/requirements.txt  | 4 ++--
 97 files changed, 152 insertions(+), 185 deletions(-)

diff --git a/appengine/flexible/analytics/requirements.txt b/appengine/flexible/analytics/requirements.txt
index 3996cdf4450..a6b83d6b5be 100644
--- a/appengine/flexible/analytics/requirements.txt
+++ b/appengine/flexible/analytics/requirements.txt
@@ -1,6 +1,4 @@
-Flask==3.0.3; python_version > '3.6'
-Flask==2.3.3; python_version < '3.7'
-Werkzeug==3.0.3; python_version > '3.6'
-Werkzeug==2.3.8; python_version < '3.7'
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
 gunicorn==23.0.0
-requests[security]==2.31.0
+requests[security]==2.31.0
\ No newline at end of file
diff --git a/appengine/flexible/datastore/requirements.txt b/appengine/flexible/datastore/requirements.txt
index 995f3365470..ae693495564 100644
--- a/appengine/flexible/datastore/requirements.txt
+++ b/appengine/flexible/datastore/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-datastore==2.20.2
 gunicorn==23.0.0
diff --git a/appengine/flexible/hello_world/requirements.txt b/appengine/flexible/hello_world/requirements.txt
index bdb61ec2417..74b2a6cf56e 100644
--- a/appengine/flexible/hello_world/requirements.txt
+++ b/appengine/flexible/hello_world/requirements.txt
@@ -1,2 +1,2 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==22.0.0
diff --git a/appengine/flexible/metadata/requirements.txt b/appengine/flexible/metadata/requirements.txt
index f2983c54b0e..7af49fd8541 100644
--- a/appengine/flexible/metadata/requirements.txt
+++ b/appengine/flexible/metadata/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 requests[security]==2.31.0
diff --git a/appengine/flexible/multiple_services/gateway-service/requirements.txt b/appengine/flexible/multiple_services/gateway-service/requirements.txt
index daf3cbf7cdf..965030d74c1 100644
--- a/appengine/flexible/multiple_services/gateway-service/requirements.txt
+++ b/appengine/flexible/multiple_services/gateway-service/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 requests==2.31.0
diff --git a/appengine/flexible/multiple_services/static-service/requirements.txt b/appengine/flexible/multiple_services/static-service/requirements.txt
index daf3cbf7cdf..965030d74c1 100644
--- a/appengine/flexible/multiple_services/static-service/requirements.txt
+++ b/appengine/flexible/multiple_services/static-service/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 requests==2.31.0
diff --git a/appengine/flexible/numpy/requirements.txt b/appengine/flexible/numpy/requirements.txt
index 1e5cc4304ad..539b054530a 100644
--- a/appengine/flexible/numpy/requirements.txt
+++ b/appengine/flexible/numpy/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 numpy==2.2.4; python_version > '3.9'
 numpy==1.26.4; python_version == '3.9'
diff --git a/appengine/flexible/pubsub/requirements.txt b/appengine/flexible/pubsub/requirements.txt
index 2c40e84343b..8d4f07227d5 100644
--- a/appengine/flexible/pubsub/requirements.txt
+++ b/appengine/flexible/pubsub/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-pubsub==2.28.0
 gunicorn==23.0.0
diff --git a/appengine/flexible/scipy/requirements.txt b/appengine/flexible/scipy/requirements.txt
index fe4d29690ea..1618a1f37e2 100644
--- a/appengine/flexible/scipy/requirements.txt
+++ b/appengine/flexible/scipy/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 imageio==2.35.1; python_version == '3.8'
 imageio==2.36.1; python_version >= '3.9'
diff --git a/appengine/flexible/static_files/requirements.txt b/appengine/flexible/static_files/requirements.txt
index 9ea9c8a9310..6b693f8f926 100644
--- a/appengine/flexible/static_files/requirements.txt
+++ b/appengine/flexible/static_files/requirements.txt
@@ -1,2 +1,2 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
diff --git a/appengine/flexible/storage/requirements.txt b/appengine/flexible/storage/requirements.txt
index 99fefaec60d..7f0f1104342 100644
--- a/appengine/flexible/storage/requirements.txt
+++ b/appengine/flexible/storage/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-storage==2.9.0
 gunicorn==23.0.0
diff --git a/appengine/flexible/tasks/requirements.txt b/appengine/flexible/tasks/requirements.txt
index 3a938a57ded..d3eb6cec11a 100644
--- a/appengine/flexible/tasks/requirements.txt
+++ b/appengine/flexible/tasks/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 google-cloud-tasks==2.18.0
diff --git a/appengine/flexible/twilio/requirements.txt b/appengine/flexible/twilio/requirements.txt
index 75303cef9ad..40aa87e2f50 100644
--- a/appengine/flexible/twilio/requirements.txt
+++ b/appengine/flexible/twilio/requirements.txt
@@ -1,6 +1,4 @@
-Flask==3.0.3; python_version > '3.6'
-Flask==2.3.3; python_version < '3.7'
-Werkzeug==3.0.3; python_version > '3.6'
-Werkzeug==2.3.8; python_version < '3.7'
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
 gunicorn==23.0.0
-twilio==9.0.3
+twilio==9.0.3
\ No newline at end of file
diff --git a/appengine/flexible/websockets/requirements.txt b/appengine/flexible/websockets/requirements.txt
index c1525d36077..403f3a8d9cb 100644
--- a/appengine/flexible/websockets/requirements.txt
+++ b/appengine/flexible/websockets/requirements.txt
@@ -1,6 +1,6 @@
-Flask==1.1.4 # it seems like Flask-sockets doesn't play well with 2.0+
+Flask==3.1.3; python_version >= '3.9' # it seems like Flask-sockets doesn't play well with 2.0+
 Flask-Sockets==0.2.1
 gunicorn==23.0.0
 requests==2.31.0
 markupsafe==2.0.1
-Werkzeug==1.0.1;
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/appengine/standard/analytics/requirements.txt b/appengine/standard/analytics/requirements.txt
index 22b490a10fe..6ff6b0fad8c 100644
--- a/appengine/standard/analytics/requirements.txt
+++ b/appengine/standard/analytics/requirements.txt
@@ -1,6 +1,4 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
 requests==2.27.1
 requests-toolbelt==0.10.1
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/firebase/firenotes/backend/requirements.txt b/appengine/standard/firebase/firenotes/backend/requirements.txt
index e9d74191918..844d2e04e43 100644
--- a/appengine/standard/firebase/firenotes/backend/requirements.txt
+++ b/appengine/standard/firebase/firenotes/backend/requirements.txt
@@ -1,10 +1,8 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
 pyjwt==1.7.1; python_version < '3.0'
 flask-cors==6.0.0
 google-auth==2.17.3; python_version < '3.0'
 google-auth==2.17.3; python_version > '3.0'
 requests==2.27.1
 requests-toolbelt==0.10.1
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/flask/hello_world/requirements.txt b/appengine/standard/flask/hello_world/requirements.txt
index 8b137891791..e69de29bb2d 100644
--- a/appengine/standard/flask/hello_world/requirements.txt
+++ b/appengine/standard/flask/hello_world/requirements.txt
@@ -1 +0,0 @@
-
diff --git a/appengine/standard/iap/requirements.txt b/appengine/standard/iap/requirements.txt
index 118baae465c..ea764772bcb 100644
--- a/appengine/standard/iap/requirements.txt
+++ b/appengine/standard/iap/requirements.txt
@@ -1,5 +1,3 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==2.1.0; python_version > '3.0'
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
-six==1.16.0
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
+six==1.16.0
\ No newline at end of file
diff --git a/appengine/standard/migration/memorystore/requirements.txt b/appengine/standard/migration/memorystore/requirements.txt
index 23045baf750..d411d9b8cb1 100644
--- a/appengine/standard/migration/memorystore/requirements.txt
+++ b/appengine/standard/migration/memorystore/requirements.txt
@@ -1,6 +1,4 @@
 redis==4.5.4; python_version > '3.0'
 redis<5; python_version < '3.0'
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/migration/ndb/overview/requirements.txt b/appengine/standard/migration/ndb/overview/requirements.txt
index b728da87752..2a43dca3bd6 100644
--- a/appengine/standard/migration/ndb/overview/requirements.txt
+++ b/appengine/standard/migration/ndb/overview/requirements.txt
@@ -2,7 +2,5 @@
 rsa==4.5; python_version < '3'
 googleapis_common_protos
 google-cloud-ndb
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/migration/ndb/redis_cache/requirements.txt b/appengine/standard/migration/ndb/redis_cache/requirements.txt
index b728da87752..2a43dca3bd6 100644
--- a/appengine/standard/migration/ndb/redis_cache/requirements.txt
+++ b/appengine/standard/migration/ndb/redis_cache/requirements.txt
@@ -2,7 +2,5 @@
 rsa==4.5; python_version < '3'
 googleapis_common_protos
 google-cloud-ndb
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/migration/storage/requirements.txt b/appengine/standard/migration/storage/requirements.txt
index 78127d4f6e2..8d685ba88e5 100644
--- a/appengine/standard/migration/storage/requirements.txt
+++ b/appengine/standard/migration/storage/requirements.txt
@@ -1,6 +1,4 @@
 google-cloud-storage==1.44.0; python_version < '3.7'
 google-cloud-storage==2.8.0; python_version > '3.6'
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/migration/taskqueue/pull-counter/requirements.txt b/appengine/standard/migration/taskqueue/pull-counter/requirements.txt
index 76c398af459..48bd843b27a 100644
--- a/appengine/standard/migration/taskqueue/pull-counter/requirements.txt
+++ b/appengine/standard/migration/taskqueue/pull-counter/requirements.txt
@@ -1,9 +1,7 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-datastore==2.15.1 ; python_version >= "3.0"
 google-cloud-datastore<2 ; python_version < "3.0"
 google-cloud-pubsub==2.16.0 ; python_version >= "3.0"
 # 1.7.0 is the latest compatible version for Python 2.
 google-cloud-pubsub==1.7.2 ; python_version < "3.0"
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/migration/urlfetch/async/requirements.txt b/appengine/standard/migration/urlfetch/async/requirements.txt
index 86a92de08d2..e6e0632825a 100644
--- a/appengine/standard/migration/urlfetch/async/requirements.txt
+++ b/appengine/standard/migration/urlfetch/async/requirements.txt
@@ -1,7 +1,5 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
 requests==2.27.1
 requests-futures==1.0.0
 requests-toolbelt==0.10.1
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/migration/urlfetch/requests/requirements.txt b/appengine/standard/migration/urlfetch/requests/requirements.txt
index 22b490a10fe..6ff6b0fad8c 100644
--- a/appengine/standard/migration/urlfetch/requests/requirements.txt
+++ b/appengine/standard/migration/urlfetch/requests/requirements.txt
@@ -1,6 +1,4 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
 requests==2.27.1
 requests-toolbelt==0.10.1
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/ndb/transactions/requirements.txt b/appengine/standard/ndb/transactions/requirements.txt
index aca673e4e0d..567f95265db 100644
--- a/appengine/standard/ndb/transactions/requirements.txt
+++ b/appengine/standard/ndb/transactions/requirements.txt
@@ -1,4 +1,2 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
\ No newline at end of file
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard/taskqueue/counter/requirements.txt b/appengine/standard/taskqueue/counter/requirements.txt
index 8b137891791..e69de29bb2d 100644
--- a/appengine/standard/taskqueue/counter/requirements.txt
+++ b/appengine/standard/taskqueue/counter/requirements.txt
@@ -1 +0,0 @@
-
diff --git a/appengine/standard/urlfetch/requests/requirements.txt b/appengine/standard/urlfetch/requests/requirements.txt
index 22b490a10fe..6ff6b0fad8c 100644
--- a/appengine/standard/urlfetch/requests/requirements.txt
+++ b/appengine/standard/urlfetch/requests/requirements.txt
@@ -1,6 +1,4 @@
-Flask==1.1.4; python_version < '3.0'
-Flask==3.0.0; python_version > '3.0'
+Flask==3.1.3; python_version >= '3.9'
 requests==2.27.1
 requests-toolbelt==0.10.1
-Werkzeug==1.0.1; python_version < '3.0'
-Werkzeug==3.0.3; python_version > '3.0'
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard_python3/bigquery/requirements.txt b/appengine/standard_python3/bigquery/requirements.txt
index d27f78612de..c89c5277eee 100644
--- a/appengine/standard_python3/bigquery/requirements.txt
+++ b/appengine/standard_python3/bigquery/requirements.txt
@@ -1,2 +1,2 @@
 google-cloud-bigquery==3.10.0
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
diff --git a/appengine/standard_python3/building-an-app/building-an-app-1/requirements.txt b/appengine/standard_python3/building-an-app/building-an-app-1/requirements.txt
index 047e9501aa8..b3ff32e568d 100644
--- a/appengine/standard_python3/building-an-app/building-an-app-1/requirements.txt
+++ b/appengine/standard_python3/building-an-app/building-an-app-1/requirements.txt
@@ -1 +1 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
diff --git a/appengine/standard_python3/building-an-app/building-an-app-2/requirements.txt b/appengine/standard_python3/building-an-app/building-an-app-2/requirements.txt
index 13f13f5bbc5..43f9b65de95 100644
--- a/appengine/standard_python3/building-an-app/building-an-app-2/requirements.txt
+++ b/appengine/standard_python3/building-an-app/building-an-app-2/requirements.txt
@@ -1,2 +1,2 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-datastore==2.15.1
diff --git a/appengine/standard_python3/building-an-app/building-an-app-3/requirements.txt b/appengine/standard_python3/building-an-app/building-an-app-3/requirements.txt
index 8610c24825f..b1c8e3e6897 100644
--- a/appengine/standard_python3/building-an-app/building-an-app-3/requirements.txt
+++ b/appengine/standard_python3/building-an-app/building-an-app-3/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-datastore==2.15.1
 google-auth==2.17.3
 requests==2.28.2
diff --git a/appengine/standard_python3/building-an-app/building-an-app-4/requirements.txt b/appengine/standard_python3/building-an-app/building-an-app-4/requirements.txt
index 8610c24825f..b1c8e3e6897 100644
--- a/appengine/standard_python3/building-an-app/building-an-app-4/requirements.txt
+++ b/appengine/standard_python3/building-an-app/building-an-app-4/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-datastore==2.15.1
 google-auth==2.17.3
 requests==2.28.2
diff --git a/appengine/standard_python3/bundled-services/blobstore/flask/requirements.txt b/appengine/standard_python3/bundled-services/blobstore/flask/requirements.txt
index 2d4ffcf5864..cec709a1635 100644
--- a/appengine/standard_python3/bundled-services/blobstore/flask/requirements.txt
+++ b/appengine/standard_python3/bundled-services/blobstore/flask/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 appengine-python-standard>=0.2.3
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/appengine/standard_python3/bundled-services/deferred/flask/requirements.txt b/appengine/standard_python3/bundled-services/deferred/flask/requirements.txt
index 63f4b5339b1..a02a8aa574e 100644
--- a/appengine/standard_python3/bundled-services/deferred/flask/requirements.txt
+++ b/appengine/standard_python3/bundled-services/deferred/flask/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 appengine-python-standard>=0.3.1
-Werkzeug==3.0.3
\ No newline at end of file
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/appengine/standard_python3/bundled-services/mail/flask/requirements.txt b/appengine/standard_python3/bundled-services/mail/flask/requirements.txt
index ea7004ffc92..50d8627b1fe 100644
--- a/appengine/standard_python3/bundled-services/mail/flask/requirements.txt
+++ b/appengine/standard_python3/bundled-services/mail/flask/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 appengine-python-standard==1.1.4
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
 MarkupSafe==2.1.3
\ No newline at end of file
diff --git a/appengine/standard_python3/cloudsql/requirements.txt b/appengine/standard_python3/cloudsql/requirements.txt
index 7fe39c1a1b2..92a0ae9d059 100644
--- a/appengine/standard_python3/cloudsql/requirements.txt
+++ b/appengine/standard_python3/cloudsql/requirements.txt
@@ -1,4 +1,4 @@
-flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 # psycopg2==2.8.4
 # you will need either the binary or the regular - for more info see http://initd.org/psycopg/docs/install.html
 psycopg2-binary==2.9.11
diff --git a/appengine/standard_python3/custom-server/requirements.txt b/appengine/standard_python3/custom-server/requirements.txt
index d3bc9fe5b15..11e0a1e7a23 100644
--- a/appengine/standard_python3/custom-server/requirements.txt
+++ b/appengine/standard_python3/custom-server/requirements.txt
@@ -1,2 +1,2 @@
 uwsgi==2.0.22
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
diff --git a/appengine/standard_python3/hello_world/requirements.txt b/appengine/standard_python3/hello_world/requirements.txt
index 047e9501aa8..b3ff32e568d 100644
--- a/appengine/standard_python3/hello_world/requirements.txt
+++ b/appengine/standard_python3/hello_world/requirements.txt
@@ -1 +1 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
diff --git a/appengine/standard_python3/migration/urlfetch/requirements.txt b/appengine/standard_python3/migration/urlfetch/requirements.txt
index b366196b578..05d9bfda9b6 100644
--- a/appengine/standard_python3/migration/urlfetch/requirements.txt
+++ b/appengine/standard_python3/migration/urlfetch/requirements.txt
@@ -1,3 +1,3 @@
 requests==2.28.2
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 google-auth==2.17.3
diff --git a/appengine/standard_python3/pubsub/requirements.txt b/appengine/standard_python3/pubsub/requirements.txt
index 52d31b8c04e..067f794f801 100644
--- a/appengine/standard_python3/pubsub/requirements.txt
+++ b/appengine/standard_python3/pubsub/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 google-api-python-client==2.86.0
 google-auth==2.17.3
 google-cloud-pubsub==2.16.0
diff --git a/appengine/standard_python3/redis/requirements.txt b/appengine/standard_python3/redis/requirements.txt
index dddcdd089b7..f188e5dab47 100644
--- a/appengine/standard_python3/redis/requirements.txt
+++ b/appengine/standard_python3/redis/requirements.txt
@@ -1,2 +1,2 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 redis==4.5.4
diff --git a/appengine/standard_python3/spanner/requirements.txt b/appengine/standard_python3/spanner/requirements.txt
index 0bbdc887f99..73db7a71666 100644
--- a/appengine/standard_python3/spanner/requirements.txt
+++ b/appengine/standard_python3/spanner/requirements.txt
@@ -1,2 +1,2 @@
 google-cloud-spanner==3.31.0
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
diff --git a/appengine/standard_python3/warmup/requirements.txt b/appengine/standard_python3/warmup/requirements.txt
index 047e9501aa8..b3ff32e568d 100644
--- a/appengine/standard_python3/warmup/requirements.txt
+++ b/appengine/standard_python3/warmup/requirements.txt
@@ -1 +1 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
diff --git a/auth/end-user/web/requirements.txt b/auth/end-user/web/requirements.txt
index f40ba1c62a4..25ac6ed9f2e 100644
--- a/auth/end-user/web/requirements.txt
+++ b/auth/end-user/web/requirements.txt
@@ -2,5 +2,5 @@ google-auth==2.38.0
 google-auth-oauthlib==1.2.1
 google-auth-httplib2==0.2.0
 google-api-python-client==2.131.0
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 requests==2.31.0
diff --git a/bigquery/remote-function/document/requirements.txt b/bigquery/remote-function/document/requirements.txt
index 5d039df280e..8d5a7413139 100644
--- a/bigquery/remote-function/document/requirements.txt
+++ b/bigquery/remote-function/document/requirements.txt
@@ -1,4 +1,4 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-documentai==3.0.1
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/bigquery/remote-function/translate/requirements.txt b/bigquery/remote-function/translate/requirements.txt
index 8f3760f3846..3608debb3e3 100644
--- a/bigquery/remote-function/translate/requirements.txt
+++ b/bigquery/remote-function/translate/requirements.txt
@@ -1,4 +1,4 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-translate==3.18.0
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/bigquery/remote-function/vision/requirements.txt b/bigquery/remote-function/vision/requirements.txt
index 6737756c476..f84e430b9b4 100644
--- a/bigquery/remote-function/vision/requirements.txt
+++ b/bigquery/remote-function/vision/requirements.txt
@@ -1,4 +1,4 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-vision==3.8.1
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/cloud-media-livestream/keypublisher/requirements.txt b/cloud-media-livestream/keypublisher/requirements.txt
index f56357f0f87..c6948c62f5c 100644
--- a/cloud-media-livestream/keypublisher/requirements.txt
+++ b/cloud-media-livestream/keypublisher/requirements.txt
@@ -1,4 +1,4 @@
-Flask==2.2.5
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-secret-manager==2.21.1
 lxml==5.2.1
@@ -8,4 +8,4 @@ requests==2.32.4
 signxml==4.0.4
 pytest==8.2.0
 pytest-mock==3.14.0
-Werkzeug==3.0.6
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/cloud-sql/mysql/sqlalchemy/requirements.txt b/cloud-sql/mysql/sqlalchemy/requirements.txt
index bcb4ea5c4bb..19acd5abd52 100644
--- a/cloud-sql/mysql/sqlalchemy/requirements.txt
+++ b/cloud-sql/mysql/sqlalchemy/requirements.txt
@@ -1,7 +1,7 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 SQLAlchemy==2.0.40
 PyMySQL==1.1.2
 gunicorn==23.0.0
 cloud-sql-python-connector==1.20.1
 functions-framework==3.9.2
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/cloud-sql/postgres/sqlalchemy/requirements.txt b/cloud-sql/postgres/sqlalchemy/requirements.txt
index e44a280e6bf..900d922d5f4 100644
--- a/cloud-sql/postgres/sqlalchemy/requirements.txt
+++ b/cloud-sql/postgres/sqlalchemy/requirements.txt
@@ -1,7 +1,7 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 pg8000==1.31.5
 SQLAlchemy==2.0.40
 cloud-sql-python-connector==1.20.1
 gunicorn==23.0.0
 functions-framework==3.9.2
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/cloud-sql/sql-server/sqlalchemy/requirements.txt b/cloud-sql/sql-server/sqlalchemy/requirements.txt
index 32660dce882..17a6f71b96c 100644
--- a/cloud-sql/sql-server/sqlalchemy/requirements.txt
+++ b/cloud-sql/sql-server/sqlalchemy/requirements.txt
@@ -1,4 +1,4 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 python-tds==1.16.0
 pyopenssl==26.0.0
@@ -6,4 +6,4 @@ SQLAlchemy==2.0.40
 cloud-sql-python-connector==1.20.1
 sqlalchemy-pytds==1.0.2
 functions-framework==3.9.2
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/cloud_scheduler/snippets/requirements.txt b/cloud_scheduler/snippets/requirements.txt
index af65635c6c9..79010255176 100644
--- a/cloud_scheduler/snippets/requirements.txt
+++ b/cloud_scheduler/snippets/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 google-cloud-scheduler==2.14.1
-Werkzeug==3.1.5
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/composer/2022_airflow_summit/constraints.txt b/composer/2022_airflow_summit/constraints.txt
index 66b7987b371..e836a27d644 100644
--- a/composer/2022_airflow_summit/constraints.txt
+++ b/composer/2022_airflow_summit/constraints.txt
@@ -64,7 +64,7 @@ SecretStorage==3.3.3
 Shapely==1.8.5.post1
 Sphinx==5.3.0
 WTForms==3.0.1
-Werkzeug==2.2.3
+Werkzeug==3.1.8; python_version >= '3.9'
 adal==1.2.7
 aiobotocore==2.5.2
 aiofiles==23.1.0
diff --git a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
index 66b7987b371..e836a27d644 100644
--- a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
+++ b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
@@ -64,7 +64,7 @@ SecretStorage==3.3.3
 Shapely==1.8.5.post1
 Sphinx==5.3.0
 WTForms==3.0.1
-Werkzeug==2.2.3
+Werkzeug==3.1.8; python_version >= '3.9'
 adal==1.2.7
 aiobotocore==2.5.2
 aiofiles==23.1.0
diff --git a/composer/cicd_sample/constraints.txt b/composer/cicd_sample/constraints.txt
index 66b7987b371..e836a27d644 100644
--- a/composer/cicd_sample/constraints.txt
+++ b/composer/cicd_sample/constraints.txt
@@ -64,7 +64,7 @@ SecretStorage==3.3.3
 Shapely==1.8.5.post1
 Sphinx==5.3.0
 WTForms==3.0.1
-Werkzeug==2.2.3
+Werkzeug==3.1.8; python_version >= '3.9'
 adal==1.2.7
 aiobotocore==2.5.2
 aiofiles==23.1.0
diff --git a/composer/workflows/constraints.txt b/composer/workflows/constraints.txt
index ee214047af0..961ba7533f6 100644
--- a/composer/workflows/constraints.txt
+++ b/composer/workflows/constraints.txt
@@ -67,7 +67,7 @@ SQLAlchemy==1.4.52
 SecretStorage==3.3.3
 Sphinx==5.3.0
 WTForms==3.1.2
-Werkzeug==2.2.3
+Werkzeug==3.1.8; python_version >= '3.9'
 adal==1.2.7
 adlfs==2024.4.1
 aiobotocore==2.13.0
diff --git a/compute/managed-instances/demo/requirements.txt b/compute/managed-instances/demo/requirements.txt
index 73c648b4ffc..83e0d0ce584 100644
--- a/compute/managed-instances/demo/requirements.txt
+++ b/compute/managed-instances/demo/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 requests==2.31.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/datastore/cloud-ndb/requirements.txt b/datastore/cloud-ndb/requirements.txt
index 35949d51f53..8de16307c20 100644
--- a/datastore/cloud-ndb/requirements.txt
+++ b/datastore/cloud-ndb/requirements.txt
@@ -1,3 +1,3 @@
 google-cloud-ndb==2.3.4
-Flask==3.0.3
-Werkzeug==3.0.6
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/dialogflow-cx/requirements.txt b/dialogflow-cx/requirements.txt
index 5c29bf4a7bf..ac0ea16cab2 100644
--- a/dialogflow-cx/requirements.txt
+++ b/dialogflow-cx/requirements.txt
@@ -1,8 +1,8 @@
 google-cloud-dialogflow-cx==2.0.0
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 python-dateutil==2.9.0.post0
 functions-framework==3.9.2
-Werkzeug==3.1.5
+Werkzeug==3.1.8; python_version >= '3.9'
 termcolor==3.0.0; python_version >= "3.9"
 termcolor==2.4.0; python_version == "3.8"
 pyaudio==0.2.14
\ No newline at end of file
diff --git a/dialogflow/requirements.txt b/dialogflow/requirements.txt
index ed176a19af0..38398eaee70 100644
--- a/dialogflow/requirements.txt
+++ b/dialogflow/requirements.txt
@@ -1,6 +1,6 @@
 google-cloud-dialogflow==2.46.0
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pyaudio==0.2.14
 termcolor==3.0.0
 functions-framework==3.9.2
-Werkzeug==3.0.6
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/endpoints/getting-started/requirements.txt b/endpoints/getting-started/requirements.txt
index ea1c7021fd5..b33f62e0d99 100644
--- a/endpoints/getting-started/requirements.txt
+++ b/endpoints/getting-started/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 flask-cors==6.0.1
 gunicorn==23.0.0
 six==1.16.0
@@ -6,4 +6,4 @@ pyyaml==6.0.2
 requests==2.31.0
 google-auth==2.38.0
 google-auth-oauthlib==1.2.1
-Werkzeug==3.0.6
\ No newline at end of file
+Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/eventarc/audit-storage/requirements.txt b/eventarc/audit-storage/requirements.txt
index fcbf5097b8c..62b5bdfe9a3 100644
--- a/eventarc/audit-storage/requirements.txt
+++ b/eventarc/audit-storage/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 cloudevents==1.11.0
diff --git a/eventarc/audit_iam/requirements.txt b/eventarc/audit_iam/requirements.txt
index 11317349789..5cf94554eaa 100644
--- a/eventarc/audit_iam/requirements.txt
+++ b/eventarc/audit_iam/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 google-events==0.14.0
 cloudevents==1.11.0
diff --git a/eventarc/generic/requirements.txt b/eventarc/generic/requirements.txt
index 9ea9c8a9310..6b693f8f926 100644
--- a/eventarc/generic/requirements.txt
+++ b/eventarc/generic/requirements.txt
@@ -1,2 +1,2 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
diff --git a/eventarc/pubsub/requirements.txt b/eventarc/pubsub/requirements.txt
index 9ea9c8a9310..6b693f8f926 100644
--- a/eventarc/pubsub/requirements.txt
+++ b/eventarc/pubsub/requirements.txt
@@ -1,2 +1,2 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
diff --git a/eventarc/storage_handler/requirements.txt b/eventarc/storage_handler/requirements.txt
index f54b23da042..dced49189df 100644
--- a/eventarc/storage_handler/requirements.txt
+++ b/eventarc/storage_handler/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 google-events==0.14.0
 cloudevents==1.11.0
diff --git a/functions/helloworld/requirements.txt b/functions/helloworld/requirements.txt
index 8c9cb7ea6d4..11e15adca3e 100644
--- a/functions/helloworld/requirements.txt
+++ b/functions/helloworld/requirements.txt
@@ -1,4 +1,4 @@
 functions-framework==3.9.2
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-error-reporting==1.11.1
 MarkupSafe==2.1.3
diff --git a/functions/slack/requirements.txt b/functions/slack/requirements.txt
index a6d5d05bb78..049295aa4b9 100644
--- a/functions/slack/requirements.txt
+++ b/functions/slack/requirements.txt
@@ -1,4 +1,4 @@
 google-api-python-client==2.131.0
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 slackclient==2.9.4
diff --git a/functions/v2/response_streaming/requirements.txt b/functions/v2/response_streaming/requirements.txt
index 56da3662b54..146ae7285fe 100644
--- a/functions/v2/response_streaming/requirements.txt
+++ b/functions/v2/response_streaming/requirements.txt
@@ -1,5 +1,5 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-bigquery==3.27.0
 pytest==8.2.0
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/iap/app_engine_app/requirements.txt b/iap/app_engine_app/requirements.txt
index 3954d17e732..76aaddfd791 100644
--- a/iap/app_engine_app/requirements.txt
+++ b/iap/app_engine_app/requirements.txt
@@ -1,2 +1,2 @@
-Flask==3.1.3
-Werkzeug==3.1.4
+Flask==3.1.3; python_version >= '3.9'
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/iap/requirements.txt b/iap/requirements.txt
index 452dc0220c4..7ef1aef0122 100644
--- a/iap/requirements.txt
+++ b/iap/requirements.txt
@@ -1,9 +1,9 @@
 cryptography==46.0.7
-Flask==3.1.3
+Flask==3.1.3; python_version >= '3.9'
 google-auth==2.38.0
 gunicorn==23.0.0
 requests==2.32.4
 requests-toolbelt==1.0.0
-Werkzeug==3.1.4
+Werkzeug==3.1.8; python_version >= '3.9'
 google-cloud-iam~=2.17.0
 PyJWT~=2.10.1
\ No newline at end of file
diff --git a/memorystore/redis/requirements.txt b/memorystore/redis/requirements.txt
index 62c1bce675c..b723bd25ccd 100644
--- a/memorystore/redis/requirements.txt
+++ b/memorystore/redis/requirements.txt
@@ -11,8 +11,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 # [START memorystore_requirements]
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 redis==6.0.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
 # [END memorystore_requirements]
diff --git a/monitoring/opencensus/requirements.txt b/monitoring/opencensus/requirements.txt
index 77821d121a7..01843db6040 100644
--- a/monitoring/opencensus/requirements.txt
+++ b/monitoring/opencensus/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 google-api-core==2.17.1
 google-auth==2.38.0
 googleapis-common-protos==1.66.0
@@ -8,4 +8,4 @@ opencensus-ext-prometheus==0.2.1
 prometheus-client==0.21.1
 prometheus-flask-exporter==0.23.2
 requests==2.31.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/monitoring/prometheus/requirements.txt b/monitoring/prometheus/requirements.txt
index 83b43f830a5..cf7afd20094 100644
--- a/monitoring/prometheus/requirements.txt
+++ b/monitoring/prometheus/requirements.txt
@@ -1,8 +1,8 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 google-api-core==2.17.1
 google-auth==2.38.0
 googleapis-common-protos==1.66.0
 prometheus-client==0.21.1
 prometheus-flask-exporter==0.23.2
 requests==2.31.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/people-and-planet-ai/geospatial-classification/serving_app/requirements.txt b/people-and-planet-ai/geospatial-classification/serving_app/requirements.txt
index a96216e7d74..1d903e8cff6 100644
--- a/people-and-planet-ai/geospatial-classification/serving_app/requirements.txt
+++ b/people-and-planet-ai/geospatial-classification/serving_app/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 tensorflow==2.12.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/people-and-planet-ai/land-cover-classification/serving/requirements.txt b/people-and-planet-ai/land-cover-classification/serving/requirements.txt
index ecf54b40e4d..35fe32b48cd 100644
--- a/people-and-planet-ai/land-cover-classification/serving/requirements.txt
+++ b/people-and-planet-ai/land-cover-classification/serving/requirements.txt
@@ -1,6 +1,6 @@
 # Requirements for the prediction web service.
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 earthengine-api==1.5.9
 gunicorn==23.0.0
 tensorflow==2.12.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/people-and-planet-ai/timeseries-classification/requirements.txt b/people-and-planet-ai/timeseries-classification/requirements.txt
index c97c9686726..dc5e3cf4ee3 100644
--- a/people-and-planet-ai/timeseries-classification/requirements.txt
+++ b/people-and-planet-ai/timeseries-classification/requirements.txt
@@ -1,7 +1,7 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 apache-beam[gcp]==2.46.0
 google-cloud-aiplatform==1.47.0
 gunicorn==23.0.0
 pandas==2.2.3
 tensorflow==2.12.1
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/people-and-planet-ai/weather-forecasting/serving/requirements.txt b/people-and-planet-ai/weather-forecasting/serving/requirements.txt
index a862608066a..7fdab058bce 100644
--- a/people-and-planet-ai/weather-forecasting/serving/requirements.txt
+++ b/people-and-planet-ai/weather-forecasting/serving/requirements.txt
@@ -1,7 +1,6 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
-Werkzeug==3.0.3
-
+Werkzeug==3.1.8; python_version >= '3.9'
 # Local packages.
 ./weather-data
 ./weather-model
diff --git a/practice-folder/beginner-sample/requirements.txt b/practice-folder/beginner-sample/requirements.txt
index 95fef4eb661..b3ff32e568d 100644
--- a/practice-folder/beginner-sample/requirements.txt
+++ b/practice-folder/beginner-sample/requirements.txt
@@ -1 +1 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
diff --git a/profiler/appengine/flexible/requirements.txt b/profiler/appengine/flexible/requirements.txt
index 31fd601964e..5377b69afca 100644
--- a/profiler/appengine/flexible/requirements.txt
+++ b/profiler/appengine/flexible/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 google-cloud-profiler==4.1.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/profiler/appengine/standard_python37/requirements.txt b/profiler/appengine/standard_python37/requirements.txt
index b4e3738644e..8f0ccea3617 100644
--- a/profiler/appengine/standard_python37/requirements.txt
+++ b/profiler/appengine/standard_python37/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.0
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-profiler==4.0.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/recaptcha_enterprise/demosite/app/requirements.txt b/recaptcha_enterprise/demosite/app/requirements.txt
index 99a041bbcf9..dabd15daaa6 100644
--- a/recaptcha_enterprise/demosite/app/requirements.txt
+++ b/recaptcha_enterprise/demosite/app/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.1.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==25.1.0
 google-cloud-recaptcha-enterprise==1.30.0
-Werkzeug==3.1.6
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/recaptcha_enterprise/snippets/requirements-test.txt b/recaptcha_enterprise/snippets/requirements-test.txt
index 814cf66999a..f93cf78a58b 100644
--- a/recaptcha_enterprise/snippets/requirements-test.txt
+++ b/recaptcha_enterprise/snippets/requirements-test.txt
@@ -1,6 +1,6 @@
 selenium==4.10.0
 Flask==2.2.2
-Werkzeug==2.3.8
+Werkzeug==3.1.8; python_version >= '3.9'
 pytest==8.2.0
 pytest-flask==1.2.0
 webdriver-manager==4.0.2
\ No newline at end of file
diff --git a/run/hello-broken/requirements.txt b/run/hello-broken/requirements.txt
index dbe489e3abe..8aeb13cf43f 100644
--- a/run/hello-broken/requirements.txt
+++ b/run/hello-broken/requirements.txt
@@ -1,6 +1,6 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0; python_version > "3.0"
 # pin pytest to 4.6.11 for Python2.
 pytest==4.6.11; python_version < "3.0"
 gunicorn==23.0.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/run/helloworld/requirements.txt b/run/helloworld/requirements.txt
index 64cd68f0f5f..2ad24efe996 100644
--- a/run/helloworld/requirements.txt
+++ b/run/helloworld/requirements.txt
@@ -1,3 +1,3 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
-Werkzeug==3.1.6
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/run/idp-sql/requirements.txt b/run/idp-sql/requirements.txt
index a60c4dbc2d2..b4a32f7f620 100644
--- a/run/idp-sql/requirements.txt
+++ b/run/idp-sql/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 SQLAlchemy==2.0.40
 pg8000==1.31.5
 gunicorn==23.0.0
diff --git a/run/image-processing/requirements.txt b/run/image-processing/requirements.txt
index b8eb7260a2d..4ff58f7c79a 100644
--- a/run/image-processing/requirements.txt
+++ b/run/image-processing/requirements.txt
@@ -1,6 +1,6 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 google-cloud-storage==2.12.0
 google-cloud-vision==3.8.1
 gunicorn==23.0.0
 Wand==0.6.13
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/run/logging-manual/requirements.txt b/run/logging-manual/requirements.txt
index dbe489e3abe..8aeb13cf43f 100644
--- a/run/logging-manual/requirements.txt
+++ b/run/logging-manual/requirements.txt
@@ -1,6 +1,6 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0; python_version > "3.0"
 # pin pytest to 4.6.11 for Python2.
 pytest==4.6.11; python_version < "3.0"
 gunicorn==23.0.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/run/markdown-preview/editor/requirements.txt b/run/markdown-preview/editor/requirements.txt
index ca153b05184..4a7c8724efa 100644
--- a/run/markdown-preview/editor/requirements.txt
+++ b/run/markdown-preview/editor/requirements.txt
@@ -1,5 +1,5 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 google-auth==2.38.0
 requests==2.31.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/run/markdown-preview/renderer/requirements.txt b/run/markdown-preview/renderer/requirements.txt
index d88f947ec82..accf4530441 100644
--- a/run/markdown-preview/renderer/requirements.txt
+++ b/run/markdown-preview/renderer/requirements.txt
@@ -1,6 +1,6 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 Markdown==3.7
 bleach==6.2.0; python_version >= "3.9"
 bleach==6.1.0; python_version <= "3.8"
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/run/pubsub/requirements.txt b/run/pubsub/requirements.txt
index dbe489e3abe..8aeb13cf43f 100644
--- a/run/pubsub/requirements.txt
+++ b/run/pubsub/requirements.txt
@@ -1,6 +1,6 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0; python_version > "3.0"
 # pin pytest to 4.6.11 for Python2.
 pytest==4.6.11; python_version < "3.0"
 gunicorn==23.0.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/run/service-auth/requirements.txt b/run/service-auth/requirements.txt
index 212a56f530d..e473b34f726 100644
--- a/run/service-auth/requirements.txt
+++ b/run/service-auth/requirements.txt
@@ -1,5 +1,5 @@
 google-auth==2.40.1
 google-cloud-run==0.10.18
 requests==2.32.3
-Flask==3.1.1
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
diff --git a/run/system-package/requirements.txt b/run/system-package/requirements.txt
index a4bc11c9da5..d6c0dca0583 100644
--- a/run/system-package/requirements.txt
+++ b/run/system-package/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
 gunicorn==23.0.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/tpu/requirements.txt b/tpu/requirements.txt
index dd7f3105d3e..392848409b7 100644
--- a/tpu/requirements.txt
+++ b/tpu/requirements.txt
@@ -1,3 +1 @@
-google-cloud-tpu==1.19.1
-
-
+google-cloud-tpu==1.19.1
\ No newline at end of file
diff --git a/trace/cloud-trace-demo-app-opentelemetry/app/requirements.txt b/trace/cloud-trace-demo-app-opentelemetry/app/requirements.txt
index 7fae68682b1..95af865493b 100644
--- a/trace/cloud-trace-demo-app-opentelemetry/app/requirements.txt
+++ b/trace/cloud-trace-demo-app-opentelemetry/app/requirements.txt
@@ -1,8 +1,8 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 gunicorn==23.0.0
 opentelemetry-exporter-gcp-trace==1.7.0
 opentelemetry-propagator-gcp==1.7.0
 opentelemetry-instrumentation-flask==0.34b0
 opentelemetry-instrumentation-requests==0.34b0
 google-cloud-trace==1.14.1
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'
diff --git a/trace/trace-python-sample-opentelemetry/requirements.txt b/trace/trace-python-sample-opentelemetry/requirements.txt
index ee7b59a182d..27db65e1032 100644
--- a/trace/trace-python-sample-opentelemetry/requirements.txt
+++ b/trace/trace-python-sample-opentelemetry/requirements.txt
@@ -1,4 +1,4 @@
-Flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 opentelemetry-exporter-gcp-trace==1.7.0
 opentelemetry-propagator-gcp==1.7.0
-Werkzeug==3.0.3
+Werkzeug==3.1.8; python_version >= '3.9'

From 28d7c0d6fedd13263df0ab517b90d39a51aa7f24 Mon Sep 17 00:00:00 2001
From: David del Real Sifuentes <deldavid@google.com>
Date: Mon, 18 May 2026 23:07:39 +0000
Subject: [PATCH 2/3] Added missing dependencies on the first commit.

---
 bigquery/remote-function/document/requirements-test.txt         | 2 +-
 bigquery/remote-function/translate/requirements-test.txt        | 2 +-
 bigquery/remote-function/vision/requirements-test.txt           | 2 +-
 composer/2022_airflow_summit/constraints.txt                    | 2 +-
 composer/airflow_1_samples/constraints.txt                      | 2 +-
 .../data-orchestration-with-composer/constraints.txt            | 2 +-
 composer/cicd_sample/constraints.txt                            | 2 +-
 composer/workflows/constraints.txt                              | 2 +-
 dataflow/run_template/requirements-test.txt                     | 2 +-
 functions/concepts-filesystem/requirements-test.txt             | 2 +-
 functions/concepts-requests/requirements-test.txt               | 2 +-
 functions/concepts-stateless/requirements-test.txt              | 2 +-
 functions/env_vars/requirements-test.txt                        | 2 +-
 functions/http/requirements-test.txt                            | 2 +-
 functions/memorystore/redis/requirements-test.txt               | 2 +-
 functions/security/requirements-test.txt                        | 2 +-
 functions/tips-avoid-infinite-retries/requirements-test.txt     | 2 +-
 functions/tips-connection-pooling/requirements-test.txt         | 2 +-
 functions/tips-gcp-apis/requirements-test.txt                   | 2 +-
 functions/tips-lazy-globals/requirements-test.txt               | 2 +-
 functions/tips-retry/requirements-test.txt                      | 2 +-
 functions/tips-scopes/requirements-test.txt                     | 2 +-
 functions/v2/http_logging/requirements-test.txt                 | 2 +-
 functions/v2/tips-avoid-infinite-retries/requirements-test.txt  | 2 +-
 functions/v2/tips-retry/requirements-test.txt                   | 2 +-
 functions/v2/typed/googlechatbot/requirements-test.txt          | 2 +-
 functions/v2/typed/greeting/requirements-test.txt               | 2 +-
 recaptcha_enterprise/snippets/requirements-test.txt             | 2 +-
 28 files changed, 28 insertions(+), 28 deletions(-)

diff --git a/bigquery/remote-function/document/requirements-test.txt b/bigquery/remote-function/document/requirements-test.txt
index 254febb7aba..9e19d141627 100644
--- a/bigquery/remote-function/document/requirements-test.txt
+++ b/bigquery/remote-function/document/requirements-test.txt
@@ -1,4 +1,4 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-documentai==3.0.1
 pytest==8.2.0
diff --git a/bigquery/remote-function/translate/requirements-test.txt b/bigquery/remote-function/translate/requirements-test.txt
index 2048a36731f..b9afc39c9d6 100644
--- a/bigquery/remote-function/translate/requirements-test.txt
+++ b/bigquery/remote-function/translate/requirements-test.txt
@@ -1,4 +1,4 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-translate==3.18.0
 pytest==8.2.0
diff --git a/bigquery/remote-function/vision/requirements-test.txt b/bigquery/remote-function/vision/requirements-test.txt
index 62634fcffc0..35f1f49116f 100644
--- a/bigquery/remote-function/vision/requirements-test.txt
+++ b/bigquery/remote-function/vision/requirements-test.txt
@@ -1,4 +1,4 @@
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 functions-framework==3.9.2
 google-cloud-vision==3.8.1
 pytest==8.2.0
diff --git a/composer/2022_airflow_summit/constraints.txt b/composer/2022_airflow_summit/constraints.txt
index e836a27d644..749096a8cf0 100644
--- a/composer/2022_airflow_summit/constraints.txt
+++ b/composer/2022_airflow_summit/constraints.txt
@@ -43,7 +43,7 @@ Flask-Login==0.6.2
 Flask-SQLAlchemy==2.5.1
 Flask-Session==0.5.0
 Flask-WTF==1.1.1
-Flask==2.2.5
+Flask==3.1.3
 GitPython==3.1.31
 JPype1==1.4.1
 JayDeBeApi==1.2.3
diff --git a/composer/airflow_1_samples/constraints.txt b/composer/airflow_1_samples/constraints.txt
index ad6c5d081b8..37c35fede15 100644
--- a/composer/airflow_1_samples/constraints.txt
+++ b/composer/airflow_1_samples/constraints.txt
@@ -10,7 +10,7 @@ Flask-Login==0.4.1
 Flask-OpenID==1.3.0
 Flask-SQLAlchemy==2.4.4
 Flask-WTF==0.14.3
-Flask==1.1.2
+Flask==3.1.3
 GitPython==3.1.11
 JPype1==0.7.1
 JayDeBeApi==1.2.3
diff --git a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
index e836a27d644..749096a8cf0 100644
--- a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
+++ b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
@@ -43,7 +43,7 @@ Flask-Login==0.6.2
 Flask-SQLAlchemy==2.5.1
 Flask-Session==0.5.0
 Flask-WTF==1.1.1
-Flask==2.2.5
+Flask==3.1.3
 GitPython==3.1.31
 JPype1==1.4.1
 JayDeBeApi==1.2.3
diff --git a/composer/cicd_sample/constraints.txt b/composer/cicd_sample/constraints.txt
index e836a27d644..749096a8cf0 100644
--- a/composer/cicd_sample/constraints.txt
+++ b/composer/cicd_sample/constraints.txt
@@ -43,7 +43,7 @@ Flask-Login==0.6.2
 Flask-SQLAlchemy==2.5.1
 Flask-Session==0.5.0
 Flask-WTF==1.1.1
-Flask==2.2.5
+Flask==3.1.3
 GitPython==3.1.31
 JPype1==1.4.1
 JayDeBeApi==1.2.3
diff --git a/composer/workflows/constraints.txt b/composer/workflows/constraints.txt
index 961ba7533f6..2345a81ae6b 100644
--- a/composer/workflows/constraints.txt
+++ b/composer/workflows/constraints.txt
@@ -45,7 +45,7 @@ Flask-Login==0.6.3
 Flask-SQLAlchemy==2.5.1
 Flask-Session==0.5.0
 Flask-WTF==1.2.1
-Flask==2.2.5
+Flask==3.1.3
 GitPython==3.1.43
 JPype1==1.5.0
 JayDeBeApi==1.2.3
diff --git a/dataflow/run_template/requirements-test.txt b/dataflow/run_template/requirements-test.txt
index 1cb9b76028c..9c16d1711be 100644
--- a/dataflow/run_template/requirements-test.txt
+++ b/dataflow/run_template/requirements-test.txt
@@ -1,3 +1,3 @@
 pytest==8.2.0
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 backoff==2.2.1; python_version >= "3.7"
diff --git a/functions/concepts-filesystem/requirements-test.txt b/functions/concepts-filesystem/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/concepts-filesystem/requirements-test.txt
+++ b/functions/concepts-filesystem/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/concepts-requests/requirements-test.txt b/functions/concepts-requests/requirements-test.txt
index 8122137827f..5f18a55376e 100644
--- a/functions/concepts-requests/requirements-test.txt
+++ b/functions/concepts-requests/requirements-test.txt
@@ -1,4 +1,4 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
 requests==2.31.0
 responses==0.17.0; python_version < '3.7'
diff --git a/functions/concepts-stateless/requirements-test.txt b/functions/concepts-stateless/requirements-test.txt
index 06c13ca892f..58a53010084 100644
--- a/functions/concepts-stateless/requirements-test.txt
+++ b/functions/concepts-stateless/requirements-test.txt
@@ -1,3 +1,3 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
 functions-framework==3.9.2
diff --git a/functions/env_vars/requirements-test.txt b/functions/env_vars/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/env_vars/requirements-test.txt
+++ b/functions/env_vars/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/http/requirements-test.txt b/functions/http/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/http/requirements-test.txt
+++ b/functions/http/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/memorystore/redis/requirements-test.txt b/functions/memorystore/redis/requirements-test.txt
index f110b22346d..4f4e831e065 100644
--- a/functions/memorystore/redis/requirements-test.txt
+++ b/functions/memorystore/redis/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
\ No newline at end of file
diff --git a/functions/security/requirements-test.txt b/functions/security/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/security/requirements-test.txt
+++ b/functions/security/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/tips-avoid-infinite-retries/requirements-test.txt b/functions/tips-avoid-infinite-retries/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/tips-avoid-infinite-retries/requirements-test.txt
+++ b/functions/tips-avoid-infinite-retries/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/tips-connection-pooling/requirements-test.txt b/functions/tips-connection-pooling/requirements-test.txt
index 8122137827f..5f18a55376e 100644
--- a/functions/tips-connection-pooling/requirements-test.txt
+++ b/functions/tips-connection-pooling/requirements-test.txt
@@ -1,4 +1,4 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
 requests==2.31.0
 responses==0.17.0; python_version < '3.7'
diff --git a/functions/tips-gcp-apis/requirements-test.txt b/functions/tips-gcp-apis/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/tips-gcp-apis/requirements-test.txt
+++ b/functions/tips-gcp-apis/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/tips-lazy-globals/requirements-test.txt b/functions/tips-lazy-globals/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/tips-lazy-globals/requirements-test.txt
+++ b/functions/tips-lazy-globals/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/tips-retry/requirements-test.txt b/functions/tips-retry/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/tips-retry/requirements-test.txt
+++ b/functions/tips-retry/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/tips-scopes/requirements-test.txt b/functions/tips-scopes/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/tips-scopes/requirements-test.txt
+++ b/functions/tips-scopes/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/v2/http_logging/requirements-test.txt b/functions/v2/http_logging/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/v2/http_logging/requirements-test.txt
+++ b/functions/v2/http_logging/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/v2/tips-avoid-infinite-retries/requirements-test.txt b/functions/v2/tips-avoid-infinite-retries/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/v2/tips-avoid-infinite-retries/requirements-test.txt
+++ b/functions/v2/tips-avoid-infinite-retries/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/v2/tips-retry/requirements-test.txt b/functions/v2/tips-retry/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/v2/tips-retry/requirements-test.txt
+++ b/functions/v2/tips-retry/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/v2/typed/googlechatbot/requirements-test.txt b/functions/v2/typed/googlechatbot/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/v2/typed/googlechatbot/requirements-test.txt
+++ b/functions/v2/typed/googlechatbot/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/functions/v2/typed/greeting/requirements-test.txt b/functions/v2/typed/greeting/requirements-test.txt
index ef95de28389..3abe06968ff 100644
--- a/functions/v2/typed/greeting/requirements-test.txt
+++ b/functions/v2/typed/greeting/requirements-test.txt
@@ -1,2 +1,2 @@
-flask==3.0.3
+Flask==3.1.3; python_version >= '3.9'
 pytest==8.2.0
diff --git a/recaptcha_enterprise/snippets/requirements-test.txt b/recaptcha_enterprise/snippets/requirements-test.txt
index f93cf78a58b..1a4f5929101 100644
--- a/recaptcha_enterprise/snippets/requirements-test.txt
+++ b/recaptcha_enterprise/snippets/requirements-test.txt
@@ -1,5 +1,5 @@
 selenium==4.10.0
-Flask==2.2.2
+Flask==3.1.3; python_version >= '3.9'
 Werkzeug==3.1.8; python_version >= '3.9'
 pytest==8.2.0
 pytest-flask==1.2.0

From 19c522a082f91ded29ec2b01520de2017298cd6c Mon Sep 17 00:00:00 2001
From: David del Real Sifuentes <deldavid@google.com>
Date: Tue, 19 May 2026 17:51:49 +0000
Subject: [PATCH 3/3] Fixed gemini marked issues.

---
 .../taskqueue/pull-counter/requirements.txt   |    3 -
 composer/2022_airflow_summit/constraints.txt  | 1259 +++++++++--------
 composer/2022_airflow_summit/requirements.txt |    4 +-
 .../constraints.txt                           | 1259 +++++++++--------
 .../requirements.txt                          |    2 +-
 composer/cicd_sample/constraints.txt          | 1259 +++++++++--------
 composer/cicd_sample/requirements.txt         |    2 +-
 composer/workflows/constraints.txt            | 1246 ++++++++--------
 composer/workflows/requirements.txt           |    2 +-
 9 files changed, 2546 insertions(+), 2490 deletions(-)

diff --git a/appengine/standard/migration/taskqueue/pull-counter/requirements.txt b/appengine/standard/migration/taskqueue/pull-counter/requirements.txt
index 48bd843b27a..a1fcde1e7f2 100644
--- a/appengine/standard/migration/taskqueue/pull-counter/requirements.txt
+++ b/appengine/standard/migration/taskqueue/pull-counter/requirements.txt
@@ -1,7 +1,4 @@
 Flask==3.1.3; python_version >= '3.9'
 google-cloud-datastore==2.15.1 ; python_version >= "3.0"
-google-cloud-datastore<2 ; python_version < "3.0"
 google-cloud-pubsub==2.16.0 ; python_version >= "3.0"
-# 1.7.0 is the latest compatible version for Python 2.
-google-cloud-pubsub==1.7.2 ; python_version < "3.0"
 Werkzeug==3.1.8; python_version >= '3.9'
\ No newline at end of file
diff --git a/composer/2022_airflow_summit/constraints.txt b/composer/2022_airflow_summit/constraints.txt
index 749096a8cf0..832acb150f5 100644
--- a/composer/2022_airflow_summit/constraints.txt
+++ b/composer/2022_airflow_summit/constraints.txt
@@ -1,6 +1,6 @@
 #
-# This constraints file was automatically generated on 2023-07-07T14:44:02Z
-# via "eager-upgrade" mechanism of PIP. For the "v2-6-test" branch of Airflow.
+# This constraints file was automatically generated on 2026-04-21T00:39:29.852742
+# via `uv pip install --resolution highest` for the "v3-2-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.
 #
@@ -8,7 +8,6 @@
 # We also use those constraints after "apache-airflow" is released and the constraints are tagged with
 # "constraints-X.Y.Z" tag to build the production image for that version.
 #
-#
 # This constraints file is meant to be used only in the "apache-airflow" installation command and not
 # in all subsequent pip commands. By using a constraints.txt file, we ensure that solely the Airflow
 # installation step is reproducible. Subsequent pip commands may install packages that would have
@@ -16,664 +15,696 @@
 # commands that might change the installed version of apache-airflow should include "apache-airflow==X.Y.Z"
 # in the list of install targets to prevent Airflow accidental upgrade or downgrade.
 #
-# Typical installation process of airflow for Python 3.8 is (with random selection of extras and custom
+# Typical installation process of airflow for Python 3.10 is (with random selection of extras and custom
 # dependencies added), usually consists of two steps:
 #
 # 1. Reproducible installation of airflow with selected providers (note constraints are used):
 #
 # pip install "apache-airflow[celery,cncf.kubernetes,google,amazon,snowflake]==X.Y.Z" \
-#     --constraint "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.8.txt"
+#     --constraint \
+#    "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.10.txt"
 #
 # 2. Installing own dependencies that are potentially not matching the constraints (note constraints are not
 #    used, and apache-airflow==X.Y.Z is used to make sure there is no accidental airflow upgrade/downgrade.
 #
-# pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]==2.9.0"
+# pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]=N.M.O"
 #
-Authlib==1.2.1
-Babel==2.12.1
-ConfigUpdater==3.1.1
-Deprecated==1.2.14
-Flask-AppBuilder==4.3.1
-Flask-Babel==2.0.0
-Flask-Bcrypt==1.0.1
-Flask-Caching==2.0.2
-Flask-JWT-Extended==4.5.2
-Flask-Limiter==3.3.1
-Flask-Login==0.6.2
-Flask-SQLAlchemy==2.5.1
-Flask-Session==0.5.0
-Flask-WTF==1.1.1
+APScheduler==3.11.2
+Authlib==1.6.11
+Deprecated==1.3.1
+Events==0.5
+Flask-JWT-Extended==4.7.1
+Flask-Limiter==3.12
+Flask-Login==0.6.3
+Flask-SQLAlchemy==3.1.1
+Flask-Session==0.8.0
+Flask-WTF==1.2.2
 Flask==3.1.3
-GitPython==3.1.31
-JPype1==1.4.1
+GitPython==3.1.46
 JayDeBeApi==1.2.3
-Jinja2==3.1.2
-Mako==1.2.4
-Markdown==3.4.3
-MarkupSafe==2.1.3
-PyGithub==1.59.0
-PyHive==0.6.5
-PyJWT==2.7.0
-PyNaCl==1.5.0
-PyYAML==6.0
-Pygments==2.15.1
-SQLAlchemy-JSONField==1.0.1.post0
-SQLAlchemy-Utils==0.41.1
-SQLAlchemy==1.4.49
-SecretStorage==3.3.3
-Shapely==1.8.5.post1
-Sphinx==5.3.0
-WTForms==3.0.1
-Werkzeug==3.1.8; python_version >= '3.9'
+Jinja2==3.1.6
+Mako==1.3.11
+Markdown==3.10.2
+MarkupSafe==3.0.3
+PyAthena==3.30.1
+PyGithub==2.9.1
+PyHive==0.7.0
+PyJWT==2.12.1
+PyMySQL==1.1.2
+PyNaCl==1.6.2
+PyYAML==6.0.3
+Pygments==2.20.0
+SQLAlchemy-Utils==0.42.1
+SQLAlchemy==2.0.49
+SecretStorage==3.5.0
+WTForms==3.2.1
+Werkzeug==3.1.8
+a2wsgi==1.10.10
 adal==1.2.7
-aiobotocore==2.5.2
-aiofiles==23.1.0
-aiohttp==3.8.4
-aioitertools==0.11.0
-aioresponses==0.7.4
-aiosignal==1.3.1
-alabaster==0.7.13
-alembic==1.11.1
-aliyun-python-sdk-core==2.13.36
-aliyun-python-sdk-kms==2.16.1
-amqp==5.1.1
-analytics-python==1.4.post1
-ansiwrap==0.8.4
-anyascii==0.3.2
-anyio==3.7.1
-apache-airflow-providers-airbyte==3.3.1
-apache-airflow-providers-alibaba==2.4.1
-apache-airflow-providers-amazon==8.2.0
-apache-airflow-providers-apache-beam==5.1.1
-apache-airflow-providers-apache-cassandra==3.2.1
-apache-airflow-providers-apache-drill==2.4.1
-apache-airflow-providers-apache-druid==3.4.1
-apache-airflow-providers-apache-flink==1.1.1
-apache-airflow-providers-apache-hdfs==4.1.0
-apache-airflow-providers-apache-hive==6.1.1
-apache-airflow-providers-apache-impala==1.1.1
-apache-airflow-providers-apache-kylin==3.2.1
-apache-airflow-providers-apache-livy==3.5.1
-apache-airflow-providers-apache-pig==4.1.1
-apache-airflow-providers-apache-pinot==4.1.1
-apache-airflow-providers-apache-spark==4.1.1
-apache-airflow-providers-apache-sqoop==3.2.1
-apache-airflow-providers-arangodb==2.2.1
-apache-airflow-providers-asana==2.2.1
-apache-airflow-providers-atlassian-jira==2.1.1
-apache-airflow-providers-celery==3.2.1
-apache-airflow-providers-cloudant==3.2.1
-apache-airflow-providers-cncf-kubernetes==7.1.0
-apache-airflow-providers-common-sql==1.5.2
-apache-airflow-providers-databricks==4.3.0
-apache-airflow-providers-datadog==3.3.1
-apache-airflow-providers-dbt-cloud==3.2.1
-apache-airflow-providers-dingding==3.2.1
-apache-airflow-providers-discord==3.3.0
-apache-airflow-providers-docker==3.7.1
-apache-airflow-providers-elasticsearch==4.5.1
-apache-airflow-providers-exasol==4.2.1
-apache-airflow-providers-facebook==3.2.1
-apache-airflow-providers-ftp==3.4.2
-apache-airflow-providers-github==2.3.1
-apache-airflow-providers-google==10.2.0
-apache-airflow-providers-grpc==3.2.1
-apache-airflow-providers-hashicorp==3.4.1
-apache-airflow-providers-http==4.4.2
-apache-airflow-providers-imap==3.2.2
-apache-airflow-providers-influxdb==2.2.1
-apache-airflow-providers-jdbc==4.0.0
-apache-airflow-providers-jenkins==3.3.1
-apache-airflow-providers-microsoft-azure==6.1.2
-apache-airflow-providers-microsoft-mssql==3.4.1
-apache-airflow-providers-microsoft-psrp==2.3.1
-apache-airflow-providers-microsoft-winrm==3.2.1
-apache-airflow-providers-mongo==3.2.1
-apache-airflow-providers-mysql==5.1.1
-apache-airflow-providers-neo4j==3.3.1
-apache-airflow-providers-odbc==4.0.0
-apache-airflow-providers-openfaas==3.2.1
-apache-airflow-providers-opsgenie==5.1.1
-apache-airflow-providers-oracle==3.7.1
-apache-airflow-providers-pagerduty==3.3.0
-apache-airflow-providers-papermill==3.2.1
-apache-airflow-providers-plexus==3.2.1
-apache-airflow-providers-postgres==5.5.1
-apache-airflow-providers-presto==5.1.1
-apache-airflow-providers-qubole==3.4.1
-apache-airflow-providers-redis==3.2.1
-apache-airflow-providers-salesforce==5.4.1
-apache-airflow-providers-samba==4.2.1
-apache-airflow-providers-segment==3.2.1
-apache-airflow-providers-sendgrid==3.2.1
-apache-airflow-providers-sftp==4.3.1
-apache-airflow-providers-singularity==3.2.1
-apache-airflow-providers-slack==7.3.1
-apache-airflow-providers-smtp==1.2.0
-apache-airflow-providers-snowflake==4.2.0
-apache-airflow-providers-sqlite==3.4.2
-apache-airflow-providers-ssh==3.7.1
-apache-airflow-providers-tableau==4.2.1
-apache-airflow-providers-tabular==1.2.1
-apache-airflow-providers-telegram==4.1.1
-apache-airflow-providers-trino==5.1.1
-apache-airflow-providers-vertica==3.4.1
-apache-airflow-providers-zendesk==4.3.1
-apache-beam==2.48.0
-apispec==5.2.2
-appdirs==1.4.4
-argcomplete==3.1.1
-arrow==1.2.3
-asana==3.2.1
-asgiref==3.7.2
+adbc-driver-manager==1.11.0
+adbc-driver-postgresql==1.11.0
+adbc-driver-sqlite==1.11.0
+adlfs==2026.4.0
+aenum==3.1.17
+aiobotocore==3.4.0
+aiofiles==24.1.0
+aiohappyeyeballs==2.6.1
+aiohttp-cors==0.8.1
+aiohttp==3.13.5
+aioitertools==0.13.0
+aiomysql==0.3.2
+aiosignal==1.4.0
+aiosmtplib==5.1.0
+aiosqlite==0.21.0
+airbyte-api==0.53.0
+alembic==1.18.4
+alibabacloud-adb20211201==3.7.1
+alibabacloud-credentials-api==1.0.0
+alibabacloud-credentials==1.0.8
+alibabacloud-oss-v2==1.2.5
+alibabacloud-tea-openapi==0.4.4
+alibabacloud-tea-util==0.3.14
+alibabacloud-tea==0.4.3
+alibabacloud_gateway_spi==0.0.3
+amqp==5.3.1
+annotated-doc==0.0.4
+annotated-types==0.7.0
+anyio==4.13.0
+apache-airflow-providers-airbyte==5.4.1
+apache-airflow-providers-alibaba==3.3.7
+apache-airflow-providers-amazon==9.25.0
+apache-airflow-providers-apache-cassandra==3.9.4
+apache-airflow-providers-apache-drill==3.3.2
+apache-airflow-providers-apache-druid==4.5.2
+apache-airflow-providers-apache-flink==1.8.4
+apache-airflow-providers-apache-hdfs==4.11.5
+apache-airflow-providers-apache-hive==9.4.2
+apache-airflow-providers-apache-iceberg==2.0.2
+apache-airflow-providers-apache-impala==1.9.2
+apache-airflow-providers-apache-kafka==1.13.2
+apache-airflow-providers-apache-kylin==3.10.4
+apache-airflow-providers-apache-livy==4.5.5
+apache-airflow-providers-apache-pig==4.8.4
+apache-airflow-providers-apache-pinot==4.10.2
+apache-airflow-providers-apache-spark==6.0.1
+apache-airflow-providers-apache-tinkerpop==1.1.3
+apache-airflow-providers-apprise==2.3.3
+apache-airflow-providers-arangodb==2.9.4
+apache-airflow-providers-asana==2.11.3
+apache-airflow-providers-atlassian-jira==3.3.3
+apache-airflow-providers-celery==3.18.0
+apache-airflow-providers-cloudant==4.3.4
+apache-airflow-providers-cncf-kubernetes==10.16.0
+apache-airflow-providers-cohere==1.6.5
+apache-airflow-providers-common-ai==0.1.0
+apache-airflow-providers-common-compat==1.14.3
+apache-airflow-providers-common-io==1.7.2
+apache-airflow-providers-common-messaging==2.0.3
+apache-airflow-providers-common-sql==1.34.0
+apache-airflow-providers-databricks==7.12.1
+apache-airflow-providers-datadog==3.10.4
+apache-airflow-providers-dbt-cloud==4.8.1
+apache-airflow-providers-dingding==3.9.4
+apache-airflow-providers-discord==3.12.2
+apache-airflow-providers-docker==4.5.5
+apache-airflow-providers-edge3==3.4.0
+apache-airflow-providers-elasticsearch==6.5.2
+apache-airflow-providers-exasol==4.10.2
+apache-airflow-providers-fab==3.6.1
+apache-airflow-providers-facebook==3.9.4
+apache-airflow-providers-ftp==3.14.3
+apache-airflow-providers-git==0.3.1
+apache-airflow-providers-github==2.11.2
+apache-airflow-providers-google==21.1.0
+apache-airflow-providers-grpc==3.9.4
+apache-airflow-providers-hashicorp==4.5.2
+apache-airflow-providers-http==6.0.2
+apache-airflow-providers-imap==3.11.2
+apache-airflow-providers-influxdb==2.10.4
+apache-airflow-providers-informatica==0.1.3
+apache-airflow-providers-jdbc==5.4.3
+apache-airflow-providers-jenkins==4.2.5
+apache-airflow-providers-keycloak==0.7.1
+apache-airflow-providers-microsoft-azure==13.1.1
+apache-airflow-providers-microsoft-mssql==4.5.2
+apache-airflow-providers-microsoft-psrp==3.2.5
+apache-airflow-providers-microsoft-winrm==3.14.2
+apache-airflow-providers-mongo==5.3.5
+apache-airflow-providers-mysql==6.5.2
+apache-airflow-providers-neo4j==3.11.5
+apache-airflow-providers-odbc==4.12.2
+apache-airflow-providers-openai==1.7.4
+apache-airflow-providers-openfaas==3.9.4
+apache-airflow-providers-openlineage==2.14.0
+apache-airflow-providers-opensearch==1.9.0
+apache-airflow-providers-opsgenie==5.10.3
+apache-airflow-providers-oracle==4.5.3
+apache-airflow-providers-pagerduty==5.2.5
+apache-airflow-providers-papermill==3.12.3
+apache-airflow-providers-pgvector==1.7.1
+apache-airflow-providers-pinecone==2.4.4
+apache-airflow-providers-postgres==6.6.3
+apache-airflow-providers-presto==5.11.2
+apache-airflow-providers-qdrant==1.5.5
+apache-airflow-providers-redis==4.4.4
+apache-airflow-providers-salesforce==5.14.0
+apache-airflow-providers-samba==4.12.5
+apache-airflow-providers-segment==3.9.4
+apache-airflow-providers-sendgrid==4.2.2
+apache-airflow-providers-sftp==5.7.3
+apache-airflow-providers-singularity==3.9.3
+apache-airflow-providers-slack==9.10.0
+apache-airflow-providers-smtp==2.4.5
+apache-airflow-providers-snowflake==6.12.1
+apache-airflow-providers-sqlite==4.3.2
+apache-airflow-providers-ssh==5.0.0
+apache-airflow-providers-standard==1.12.3
+apache-airflow-providers-tableau==5.4.0
+apache-airflow-providers-telegram==4.9.4
+apache-airflow-providers-teradata==3.5.2
+apache-airflow-providers-trino==6.5.2
+apache-airflow-providers-vertica==4.3.2
+apache-airflow-providers-weaviate==3.3.3
+apache-airflow-providers-yandex==4.4.2
+apache-airflow-providers-ydb==2.5.2
+apache-airflow-providers-zendesk==4.11.3
+apispec==6.10.0
+apprise==1.9.9
+argcomplete==3.6.3
+asana==5.2.4
+asgiref==3.11.1
 asn1crypto==1.5.1
-astroid==2.15.5
-asttokens==2.2.1
-async-timeout==4.0.2
-asynctest==0.13.0
+asttokens==3.0.1
+async-timeout==4.0.3
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 atlasclient==1.0.0
-atlassian-python-api==3.39.0
-attrs==23.1.0
-aws-sam-translator==1.71.0
-aws-xray-sdk==2.12.0
-azure-batch==14.0.0
+atlassian-python-api==4.0.7
+attrs==26.1.0
+azure-batch==14.2.0
 azure-common==1.1.28
-azure-core==1.27.1
-azure-cosmos==4.4.0
+azure-core==1.39.0
+azure-cosmos==4.15.0
 azure-datalake-store==0.0.53
-azure-identity==1.13.0
-azure-keyvault-secrets==4.7.0
-azure-kusto-data==0.0.45
-azure-mgmt-containerinstance==1.5.0
-azure-mgmt-core==1.4.0
-azure-mgmt-datafactory==1.1.0
+azure-identity==1.25.3
+azure-keyvault-secrets==4.10.0
+azure-kusto-data==6.0.3
+azure-mgmt-compute==37.2.0
+azure-mgmt-containerinstance==10.1.0
+azure-mgmt-containerregistry==15.0.0
+azure-mgmt-core==1.6.0
+azure-mgmt-cosmosdb==9.9.0
+azure-mgmt-datafactory==9.3.0
 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-resource==25.0.0
+azure-mgmt-storage==24.0.1
 azure-nspkg==3.0.2
-azure-servicebus==7.11.0
-azure-storage-blob==12.16.0
-azure-storage-common==2.1.0
-azure-storage-file-datalake==12.11.0
-azure-storage-file==2.1.0
+azure-servicebus==7.14.3
+azure-storage-blob==12.28.0
+azure-storage-file-datalake==12.23.0
+azure-storage-file-share==12.24.0
+azure-synapse-artifacts==0.22.0
 azure-synapse-spark==0.7.0
-backcall==0.2.0
-backoff==1.10.0
-backports.zoneinfo==0.2.1
-bcrypt==4.0.1
-beautifulsoup4==4.12.2
-billiard==4.1.0
-bitarray==2.7.6
-black==23.1a1
-bleach==6.0.0
-blinker==1.6.2
-boto3==1.26.161
-boto==2.49.0
-botocore==1.29.161
-bowler==0.9.0
-cachelib==0.9.0
-cachetools==5.3.1
-cassandra-driver==3.28.0
-cattrs==23.1.2
-celery==5.3.1
-certifi==2023.5.7
-cffi==1.15.1
-cfgv==3.3.1
-cfn-lint==0.77.10
-cgroupspy==0.2.2
-chardet==5.1.0
-charset-normalizer==3.1.0
-checksumdir==1.2.0
-ciso8601==2.3.0
-click-default-group==1.2.2
-click-didyoumean==0.3.0
-click-plugins==1.1.1
+babel==2.18.0
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+backports.tarfile==1.2.0
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+black==26.3.1
+bleach==6.3.0
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+boto3==1.42.84
+botocore==1.42.84
+cachelib==0.13.0
+cachetools==6.2.6
+cadwyn==6.2.0
+cassandra-driver==3.30.0
+cattrs==26.1.0
+celery==5.6.3
+certifi==2026.2.25
+cffi==2.0.0
+chardet==6.0.0.post1
+charset-normalizer==3.4.7
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 click-repl==0.3.0
-click==8.1.4
-clickclick==20.10.2
-cloudant==2.15.0
-cloudpickle==2.2.1
+click==8.3.2
+cloudpickle==3.1.1
+cohere==5.21.1
 colorama==0.4.6
-colorlog==4.8.0
-connexion==2.14.2
-coverage==7.2.7
-crcmod==1.7
-cron-descriptor==1.4.0
-croniter==1.4.1
-cryptography==40.0.2
-curlify==2.2.1
-dask==2023.4.1
-databricks-sql-connector==2.7.0
-datadog==0.45.0
-db-dtypes==1.1.1
-decorator==5.1.1
+colorful==0.5.8
+colorlog==6.10.1
+comm==0.2.3
+confluent-kafka==2.14.0
+crcmod-plus==2.3.1
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+cryptography==46.0.7
+curlify==3.0.0
+darabonba-core==1.0.5
+databricks-sql-connector==4.2.5
+dataclasses-json==0.6.7
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+decorator==5.2.1
 defusedxml==0.7.1
 deprecation==2.1.0
-dill==0.3.1.1
-distlib==0.3.6
-distributed==2023.4.1
-dnspython==2.3.0
-docker==6.1.3
+dill==0.4.1
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+distro==1.9.0
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+docker==7.1.0
 docopt==0.6.2
-docutils==0.20.1
-ecdsa==0.18.0
-elasticsearch-dbapi==0.2.10
-elasticsearch-dsl==7.4.1
-elasticsearch==7.13.4
-email-validator==1.3.1
+docstring_parser==0.18.0
+durationpy==0.10
+elastic-transport==9.2.1
+elasticsearch==9.3.0
+email-validator==2.3.0
 entrypoints==0.4
-eralchemy2==1.3.7
-et-xmlfile==1.1.0
-eventlet==0.33.3
-exceptiongroup==1.1.2
-execnet==2.0.0
-executing==1.2.0
-facebook-business==17.0.2
-fastavro==1.8.0
-fasteners==0.18
-fastjsonschema==2.17.1
-filelock==3.12.2
-fissix==21.11.13
-flower==2.0.0
-frozenlist==1.3.3
-fsspec==2023.6.0
-future==0.18.3
-gcloud-aio-auth==4.2.3
-gcloud-aio-bigquery==6.3.0
-gcloud-aio-storage==8.2.0
-gcsfs==2023.6.0
-geomet==0.2.1.post1
-gevent==22.10.2
-gitdb==4.0.10
-google-ads==21.2.0
-google-api-core==2.11.0
-google-api-python-client==2.92.0
-google-auth-httplib2==0.1.0
-google-auth-oauthlib==1.0.0
-google-auth==2.21.0
-google-cloud-aiplatform==1.27.1
-google-cloud-appengine-logging==1.3.1
-google-cloud-audit-log==0.2.5
-google-cloud-automl==2.11.2
-google-cloud-bigquery-datatransfer==3.11.2
-google-cloud-bigquery-storage==2.22.0
-google-cloud-bigquery==3.11.3
-google-cloud-bigtable==2.19.0
-google-cloud-build==3.17.1
-google-cloud-compute==1.12.1
-google-cloud-container==2.26.0
-google-cloud-core==2.3.3
-google-cloud-datacatalog==3.13.1
-google-cloud-dataflow-client==0.8.4
-google-cloud-dataform==0.5.2
-google-cloud-dataplex==1.5.1
-google-cloud-dataproc-metastore==1.12.0
-google-cloud-dataproc==5.4.2
-google-cloud-dlp==3.12.2
-google-cloud-kms==2.18.0
-google-cloud-language==2.10.1
-google-cloud-logging==3.5.0
-google-cloud-memcache==1.7.2
-google-cloud-monitoring==2.15.1
-google-cloud-orchestration-airflow==1.9.1
-google-cloud-os-login==2.9.1
-google-cloud-pubsub==2.17.1
-google-cloud-redis==2.13.1
-google-cloud-resource-manager==1.10.2
-google-cloud-secret-manager==2.16.2
-google-cloud-spanner==3.36.0
-google-cloud-speech==2.21.0
-google-cloud-storage==2.10.0
-google-cloud-tasks==2.13.2
-google-cloud-texttospeech==2.14.1
-google-cloud-translate==3.11.2
-google-cloud-videointelligence==2.11.3
-google-cloud-vision==3.4.4
-google-cloud-workflows==1.10.2
-google-crc32c==1.5.0
-google-re2==1.0
-google-resumable-media==2.5.0
-googleapis-common-protos==1.59.1
-graphql-core==3.2.3
-graphviz==0.20.1
-greenlet==2.0.2
-grpc-google-iam-v1==0.12.6
+et_xmlfile==2.0.0
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+exceptiongroup==1.3.1
+executing==2.2.1
+facebook_business==25.0.1
+fastapi-cli==0.0.24
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+fastavro==1.12.1
+fastjsonschema==2.21.2
+fastuuid==0.14.0
+filelock==3.28.0
+flask-appbuilder==5.2.0
+flask-babel==4.0.0
+flower==2.0.1
+frozenlist==1.8.0
+fsspec==2026.3.0
+future==1.0.0
+gcloud-aio-auth==5.4.4
+gcloud-aio-bigquery==7.1.0
+gcloud-aio-storage==9.6.4
+gcsfs==2026.3.0
+genai-prices==0.0.56
+geomet==1.1.0
+gevent==26.4.0
+gitdb==4.0.12
+google-ads==30.0.0
+google-analytics-admin==0.28.0
+google-api-core==2.30.3
+google-api-python-client==2.194.0
+google-auth-httplib2==0.3.1
+google-auth-oauthlib==1.3.1
+google-auth==2.49.2
+google-cloud-aiplatform==1.148.0
+google-cloud-alloydb==0.9.0
+google-cloud-appengine-logging==1.9.0
+google-cloud-audit-log==0.5.0
+google-cloud-automl==2.19.0
+google-cloud-batch==0.21.0
+google-cloud-bigquery-datatransfer==3.22.0
+google-cloud-bigquery-storage==2.37.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigtable==2.36.0
+google-cloud-build==3.36.0
+google-cloud-compute==1.47.0
+google-cloud-container==2.64.0
+google-cloud-core==2.5.1
+google-cloud-datacatalog==3.30.0
+google-cloud-dataflow-client==0.13.0
+google-cloud-dataform==0.10.0
+google-cloud-dataplex==2.18.0
+google-cloud-dataproc-metastore==1.22.0
+google-cloud-dataproc==5.27.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.12.0
+google-cloud-language==2.20.0
+google-cloud-logging==3.15.0
+google-cloud-managedkafka==0.4.0
+google-cloud-memcache==1.15.0
+google-cloud-monitoring==2.30.0
+google-cloud-orchestration-airflow==1.20.0
+google-cloud-os-login==2.20.0
+google-cloud-pubsub==2.37.0
+google-cloud-redis==2.21.0
+google-cloud-resource-manager==1.17.0
+google-cloud-run==0.16.0
+google-cloud-secret-manager==2.27.0
+google-cloud-spanner==3.65.0
+google-cloud-speech==2.38.0
+google-cloud-storage-control==1.11.0
+google-cloud-storage-transfer==1.20.0
+google-cloud-storage==3.10.1
+google-cloud-tasks==2.22.0
+google-cloud-texttospeech==2.36.0
+google-cloud-translate==3.26.0
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
+google-cloud-workflows==1.21.0
+google-crc32c==1.8.0
+google-genai==1.73.1
+google-resumable-media==2.8.2
+googleapis-common-protos==1.74.0
+graphviz==0.21
+greenback==1.3.0
+greenlet==3.4.0
+gremlinpython==3.8.1
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+grpc-google-iam-v1==0.14.4
+grpc-interceptor==0.15.4
 grpcio-gcp==0.2.2
-grpcio-status==1.56.0
-grpcio==1.59.3
-gssapi==1.8.2
-gunicorn==20.1.0
-h11==0.14.0
-hdfs==2.7.0
+grpcio-health-checking==1.80.0
+grpcio-status==1.80.0
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+grpcio==1.80.0
+gssapi==1.11.1
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+h11==0.16.0
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+hdfs==2.7.3
+hf-xet==1.4.3
 hmsclient==0.1.1
-httpcore==0.16.3
-httplib2==0.22.0
-httpx==0.23.3
-humanize==4.7.0
-hvac==1.1.1
-identify==2.5.24
-idna==3.4
-ijson==3.2.2
-imagesize==1.4.1
-importlib-metadata==4.13.0
-importlib-resources==5.12.0
-impyla==0.18.0
-incremental==22.10.0
+hpack==4.1.0
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+httpx==0.28.1
+huggingface_hub==1.11.0
+humanize==4.15.0
+hvac==2.4.0
+hyperframe==6.1.0
+ibm-cloud-sdk-core==3.24.4
+ibmcloudant==0.11.5
+idna==3.11
+ijson==3.4.0.post0
+immutabledict==4.3.1
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+impyla==0.22.0
 inflection==0.5.1
-influxdb-client==1.36.1
-iniconfig==2.0.0
-ipdb==0.13.13
-ipython==8.12.2
-isodate==0.6.1
-itsdangerous==2.1.2
-jaraco.classes==3.2.3
-jedi==0.18.2
-jeepney==0.8.0
-jira==3.5.2
-jmespath==0.10.0
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-json-merge-patch==0.2
-jsondiff==2.0.0
-jsonpatch==1.33
-jsonpath-ng==1.5.3
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-jsonpointer==2.4
-jsonschema-spec==0.1.6
-jsonschema-specifications==2023.6.1
-jsonschema==4.18.0
-junit-xml==1.9
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-keyring==24.2.0
-kombu==5.3.1
-krb5==0.5.0
-kubernetes-asyncio==24.2.3
-kubernetes==23.6.0
+influxdb-client==1.50.0
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+keyring==25.7.0
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+kubernetes==35.0.0
+kubernetes_asyncio==35.0.1
 kylinpy==2.8.4
-lazy-object-proxy==1.9.0
-ldap3==2.9.1
-limits==3.5.0
-linkify-it-py==2.0.2
-locket==1.0.0
+lazy-object-proxy==1.12.0
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+limits==5.8.0
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 lockfile==0.12.2
-looker-sdk==23.10.0
-lxml==4.9.3
-lz4==4.3.2
-markdown-it-py==3.0.0
-marshmallow-enum==1.5.1
-marshmallow-oneofschema==3.0.1
-marshmallow-sqlalchemy==0.26.1
-marshmallow==3.19.0
-matplotlib-inline==0.1.6
-mdit-py-plugins==0.4.0
+logfire-api==4.32.1
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+lz4==4.4.5
+markdown-it-py==4.0.0
+marshmallow-sqlalchemy==1.5.0
+marshmallow==3.26.2
+matplotlib-inline==0.2.1
+mdit-py-plugins==0.5.0
 mdurl==0.1.2
-mongomock==4.1.2
-monotonic==1.6
-more-itertools==9.1.0
-moreorless==0.4.0
-moto==4.1.12
-mpmath==1.3.0
-msal-extensions==1.0.0
-msal==1.22.0
-msgpack==1.0.5
+memray==1.19.3
+mergedeep==1.3.4
+methodtools==0.4.7
+microsoft-kiota-abstractions==1.10.1
+microsoft-kiota-authentication-azure==1.10.1
+microsoft-kiota-http==1.10.1
+microsoft-kiota-serialization-json==1.10.1
+microsoft-kiota-serialization-text==1.10.1
+mistune==3.2.0
+mmh3==5.2.1
+more-itertools==11.0.2
+msal-extensions==1.3.1
+msal==1.36.0
+msgpack==1.1.2
+msgraph-core==1.3.8
+msgraphfs==0.4
+msgspec==0.21.1
 msrest==0.7.1
-msrestazure==0.6.4
-multi-key-dict==2.0.3
-multidict==6.0.4
-mypy-boto3-appflow==1.28.0
-mypy-boto3-rds==1.28.0
-mypy-boto3-redshift-data==1.28.0
-mypy-boto3-s3==1.28.0
-mypy-extensions==1.0.0
-mypy==1.0.0
-mysqlclient==2.2.0
-nbclient==0.8.0
-nbformat==5.9.0
-neo4j==5.10.0
-networkx==3.1
-nodeenv==1.8.0
-numpy==1.24.4
-oauthlib==3.2.2
-objsize==0.6.1
-openapi-schema-validator==0.4.4
-openapi-spec-validator==0.5.7
-openpyxl==3.1.2
-opentelemetry-api==1.15.0
-opentelemetry-exporter-otlp-proto-grpc==1.15.0
-opentelemetry-exporter-otlp-proto-http==1.15.0
-opentelemetry-exporter-otlp==1.15.0
-opentelemetry-exporter-prometheus==1.12.0rc1
-opentelemetry-proto==1.15.0
-opentelemetry-sdk==1.15.0
-opentelemetry-semantic-conventions==0.36b0
+msrestazure==0.6.4.post1
+multi_key_dict==2.0.3
+multidict==6.7.1
+mypy_extensions==1.1.0
+mysql-connector-python==9.6.0
+mysqlclient==2.2.8
+natsort==8.4.0
+nbclient==0.10.4
+nbconvert==7.17.1
+nbformat==5.10.4
+neo4j==6.1.0
+nest-asyncio==1.6.0
+numpy==2.2.6
+oauthlib==3.3.1
+openai==2.32.0
+opencensus-context==0.1.3
+opencensus==0.11.4
+openlineage-integration-common==1.46.0
+openlineage-python==1.46.0
+openlineage_sql==1.46.0
+openpyxl==3.1.5
+opensearch-protobufs==0.19.0
+opensearch-py==3.1.0
+opentelemetry-api==1.41.0
+opentelemetry-exporter-otlp-proto-common==1.41.0
+opentelemetry-exporter-otlp-proto-grpc==1.41.0
+opentelemetry-exporter-otlp-proto-http==1.41.0
+opentelemetry-exporter-otlp==1.41.0
+opentelemetry-exporter-prometheus==0.62b0
+opentelemetry-proto==1.41.0
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.41.0
+opentelemetry-semantic-conventions==0.62b0
 opsgenie-sdk==2.1.5
-oracledb==1.3.2
+oracledb==3.4.2
 ordered-set==4.1.0
-orjson==3.9.1
-oscrypto==1.3.0
-oss2==2.18.0
-packaging==21.3
-pandas-gbq==0.19.2
-pandas==1.5.3
-papermill==2.4.0
-paramiko==3.2.0
-parso==0.8.3
-partd==1.4.0
-pathable==0.4.3
-pathspec==0.9.0
-pbr==5.11.1
-pdpyras==5.1.0
-pendulum==2.1.2
-pexpect==4.8.0
-pickleshare==0.7.5
-pinotdb==0.5.0
-pipdeptree==2.9.3
-pipx==1.2.0
-pkginfo==1.9.6
-pkgutil_resolve_name==1.3.10
-platformdirs==3.8.1
-pluggy==1.2.0
-ply==3.11
-plyvel==1.5.0
-portalocker==2.7.0
-pre-commit==3.3.3
-presto-python-client==0.8.3
+orjson==3.11.8
+outcome==1.3.0.post0
+packaging==26.1
+pagerduty==6.2.1
+pandas-gbq==0.35.0
+pandas-stubs==2.3.3.260113
+pandas==2.3.3
+pandocfilters==1.5.1
+papermill==2.7.0
+paramiko==3.5.1
+parso==0.8.6
+pathlib_abc==0.5.2
+pathspec==1.0.4
+pbr==7.0.3
+pendulum==3.2.0
+pexpect==4.9.0
+pgvector==0.4.2
+pinecone-plugin-assistant==3.0.3
+pinecone-plugin-interface==0.0.7
+pinecone==8.1.2
+pinotdb==9.1.1
+platformdirs==4.9.6
+pluggy==1.6.0
+polars-runtime-32==1.39.3
+polars==1.39.3
+portalocker==3.2.0
+presto-python-client==0.8.4
 prison==0.2.1
-prometheus-client==0.17.0
-prompt-toolkit==3.0.39
-proto-plus==1.22.3
-protobuf==4.23.4
-psutil==5.9.5
-psycopg2-binary==2.9.6
+prometheus_client==0.25.0
+prompt_toolkit==3.0.52
+propcache==0.4.1
+proto-plus==1.27.2
+protobuf==6.33.6
+psutil==7.2.2
+psycopg2-binary==2.9.11
 ptyprocess==0.7.0
-pure-eval==0.2.2
 pure-sasl==0.6.2
-py-partiql-parser==0.3.3
-py4j==0.10.9.7
-pyOpenSSL==23.2.0
-pyarrow==11.0.0
-pyasn1-modules==0.2.8
-pyasn1==0.4.8
-pycountry==22.3.5
-pycparser==2.21
-pycryptodome==3.18.0
-pycryptodomex==3.18.0
-pydantic==1.10.11
-pydata-google-auth==1.8.0
-pydot==1.4.2
-pydruid==0.6.5
-pyenchant==3.2.2
-pyexasol==0.25.2
-pygraphviz==1.11
-pyhcl==0.4.4
+pure_eval==0.2.3
+py-spy==0.4.1
+pyOpenSSL==26.0.0
+pyarrow==23.0.1
+pyasn1==0.6.3
+pyasn1_modules==0.4.2
+pybreaker==1.4.1
+pycountry==26.2.16
+pycparser==3.0
+pycryptodome==3.23.0
+pydantic-ai-slim==1.84.0
+pydantic-extra-types==2.11.1
+pydantic-graph==1.84.0
+pydantic-settings==2.13.1
+pydantic==2.13.1
+pydantic_core==2.46.1
+pydata-google-auth==1.9.1
+pydruid==0.6.9
+pyexasol==1.3.0
+pygtrie==2.5.0
+pyiceberg==0.11.1
 pykerberos==1.2.4
-pymongo==4.4.0
-pymssql==2.2.8
-pyodbc==4.0.39
-pyparsing==3.1.0
-pypsrp==0.8.1
-pyrsistent==0.19.3
-pyspark==3.4.1
-pyspnego==0.9.1
-pytest-asyncio==0.21.0
-pytest-capture-warnings==0.0.4
-pytest-cov==4.1.0
-pytest-httpx==0.21.3
-pytest-instafail==0.5.0
-pytest-rerunfailures==12.0
-pytest-timeouts==1.2.1
-pytest-xdist==3.3.1
-pytest==7.4.0
-python-arango==7.5.8
-python-daemon==3.0.1
-python-dateutil==2.8.2
-python-dotenv==1.0.0
+pymongo==4.16.0
+pymssql==2.3.13
+pyodbc==5.3.0
+pyodps==0.12.6
+pyparsing==3.3.2
+pypsrp==0.9.1
+pyroaring==1.0.4
+pyspark-client==4.1.1
+pyspnego==0.12.1
+python-arango==8.3.2
+python-daemon==3.1.2
+python-dateutil==2.9.0.post0
+python-discovery==1.2.2
+python-dotenv==1.2.2
 python-http-client==3.3.7
-python-jenkins==1.7.0
-python-jose==3.3.0
-python-ldap==3.4.3
-python-nvd3==0.15.0
-python-slugify==8.0.1
-python-telegram-bot==20.2
-pytz==2023.3
-pytzdata==2020.1
-pywinrm==0.4.3
-pyzmq==25.1.0
-qds-sdk==1.16.1
-reactivex==4.0.4
-readme-renderer==40.0
-redis==4.6.0
-redshift-connector==2.0.912
-referencing==0.29.1
-regex==2023.6.3
-requests-file==1.5.1
-requests-kerberos==0.14.0
-requests-mock==1.11.0
-requests-ntlm==1.2.0
-requests-oauthlib==1.3.1
+python-jenkins==1.8.3
+python-keycloak==7.1.1
+python-ldap==3.4.5
+python-multipart==0.0.26
+python-slugify==8.0.4
+python-telegram-bot==22.7
+python3-saml==1.16.0
+pytokens==0.4.1
+pytz==2026.1.post1
+pywinrm==0.5.0
+pyzmq==27.1.0
+qdrant-client==1.17.1
+ray==2.55.0
+reactivex==4.1.0
+redis==6.4.0
+redshift_connector==2.1.13
+referencing==0.37.0
+regex==2026.4.4
+requests-file==3.0.1
+requests-kerberos==0.15.0
+requests-oauthlib==2.0.0
 requests-toolbelt==1.0.0
-requests==2.31.0
-responses==0.23.1
-rfc3339-validator==0.1.4
-rfc3986==1.5.0
-rich-argparse==1.2.0
-rich-click==1.6.1
-rich==13.4.2
-rpds-py==0.8.8
-rsa==4.9
-ruff==0.0.277
-s3transfer==0.6.1
-sarif-om==1.0.4
-sasl==0.3.1
-scramp==1.4.4
+requests==2.33.1
+requests_ntlm==1.3.0
+retryhttp==1.4.0
+rich-argparse==1.7.2
+rich-toolkit==0.19.7
+rich==13.9.4
+rpds-py==0.30.0
+rsa==4.9.1
+ruamel.yaml==0.19.1
+s3fs==2026.3.0
+s3transfer==0.16.0
+sagemaker_studio==1.0.26
+scikit-learn==1.5.2
+scipy==1.15.3
+scramp==1.4.8
 scrapbook==0.5.0
-semver==3.0.1
-sendgrid==6.10.0
-sentinels==1.0.0
-sentry-sdk==1.27.1
-setproctitle==1.3.2
-simple-salesforce==1.12.4
-six==1.16.0
-slack-sdk==3.21.3
-smbprotocol==1.10.1
-smmap==5.0.0
-sniffio==1.3.0
-snowballstemmer==2.2.0
-snowflake-connector-python==3.0.4
-snowflake-sqlalchemy==1.4.7
+segment-analytics-python==2.3.6
+sendgrid==6.12.5
+sentry-sdk==2.58.0
+setproctitle==1.3.7
+shellingham==1.5.4
+simple-salesforce==1.12.9
+six==1.17.0
+slack_sdk==3.41.0
+smart_open==7.6.0
+smbprotocol==1.16.1
+smmap==5.0.3
+sniffio==1.3.1
+snowflake-connector-python==4.4.0
+snowflake-snowpark-python==1.49.0
+snowflake-sqlalchemy==1.9.0
 sortedcontainers==2.4.0
-soupsieve==2.4.1
-sphinx-airflow-theme==0.0.12
-sphinx-argparse==0.4.0
-sphinx-autoapi==2.1.1
-sphinx-copybutton==0.5.2
-sphinx-jinja==2.0.2
-sphinx-rtd-theme==1.2.2
-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
-spython==0.3.0
-sqlalchemy-bigquery==1.6.1
-sqlalchemy-drill==1.1.2
-sqlalchemy-redshift==0.8.14
-sqlparse==0.4.4
-sshpubkeys==3.3.1
-sshtunnel==0.4.0
-stack-data==0.6.2
-starkbank-ecdsa==2.2.0
+soupsieve==2.8.3
+spython==0.3.14
+sqlalchemy-bigquery==1.16.0
+sqlalchemy-spanner==1.17.3
+sqlalchemy_drill==1.1.10
+sqlparse==0.5.5
+stack-data==0.6.3
+starlette==0.52.1
 statsd==4.0.1
-sympy==1.12
-tableauserverclient==0.24
-tabulate==0.9.0
-tblib==2.0.0
-tenacity==8.2.2
-termcolor==2.3.0
+std-uritemplate==2.0.8
+strictyaml==1.7.3
+structlog==25.5.0
+svcs==25.1.0
+tableauserverclient==0.40
+tabulate==0.10.0
+tenacity==9.1.4
+teradatasql==20.0.0.56
+teradatasqlalchemy==20.0.0.9
+termcolor==3.3.0
 text-unidecode==1.3
-textwrap3==0.9.2
+textual==6.2.1
+threadpoolctl==3.6.0
 thrift-sasl==0.4.3
 thrift==0.16.0
-time-machine==2.10.0
-tomli==2.0.1
-toolz==0.12.0
-tornado==6.3.2
-towncrier==23.6.0
-tqdm==4.65.0
-traitlets==5.9.0
-trino==0.326.0
-twine==4.0.2
-types-Deprecated==1.2.9.2
-types-Markdown==3.4.2.9
-types-PyMySQL==1.1.0.0
-types-PyYAML==6.0.12.10
-types-boto==2.49.18.8
-types-certifi==2021.10.8.3
-types-croniter==1.4.0.0
-types-docutils==0.20.0.1
-types-paramiko==3.2.0.0
-types-protobuf==4.23.0.1
-types-pyOpenSSL==23.2.0.1
-types-python-dateutil==2.8.19.13
-types-python-slugify==8.0.0.2
-types-pytz==2023.3.0.0
-types-redis==4.6.0.2
-types-requests==2.31.0.1
-types-setuptools==68.0.0.1
-types-tabulate==0.9.0.2
-types-termcolor==1.1.6.2
-types-toml==0.10.8.6
-types-urllib3==1.26.25.13
-typing_extensions==4.7.1
-tzdata==2023.3
-tzlocal==5.0.1
-uc-micro-py==1.0.2
-unicodecsv==0.14.1
-uritemplate==4.1.1
-urllib3==1.26.16
-userpath==1.8.0
-vertica-python==1.3.2
-vine==5.0.0
-virtualenv==20.23.1
-volatile==2.1.0
-watchtower==2.0.1
-wcwidth==0.2.6
+tiktoken==0.12.0
+tinycss2==1.4.0
+tokenizers==0.22.2
+tomli==2.4.1
+tomlkit==0.14.0
+tornado==6.5.5
+tqdm==4.67.3
+traitlets==5.14.3
+trino==0.337.0
+typer==0.24.1
+types-protobuf==7.34.1.20260408
+types-pytz==2026.1.1.20260408
+types-requests==2.33.0.20260408
+typing-inspect==0.9.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2026.1
+tzlocal==5.3.1
+uc-micro-py==2.0.0
+universal_pathlib==0.3.10
+uritemplate==4.2.0
+urllib3==2.6.3
+uuid6==2025.0.1
+uv==0.11.7
+uvicorn==0.44.0
+uvloop==0.22.1
+validators==0.35.0
+vertica-python==1.4.0
+vine==5.1.0
+virtualenv==21.2.4
+watchfiles==1.1.1
+watchtower==3.4.0
+wcwidth==0.6.0
+weaviate-client==4.16.2
 webencodings==0.5.1
-websocket-client==1.6.1
-wrapt==1.15.0
-xmltodict==0.13.0
-yamllint==1.32.0
-yarl==1.9.2
-zeep==4.2.1
-zenpy==2.0.25
-zict==3.0.0
-zipp==3.15.0
-zope.event==5.0
-zope.interface==6.0
-zstandard==0.21.0
\ No newline at end of file
+websocket-client==1.8.0
+websockets==16.0
+wirerope==1.0.0
+wrapt==2.1.2
+xmlsec==1.3.17
+xmltodict==1.0.4
+yandex-query-client==0.1.4
+yandexcloud==0.386.0
+yarl==1.23.0
+ydb-dbapi==0.1.20
+ydb==3.28.0
+zeep==4.3.2
+zenpy==2.0.57
+zipp==3.23.1
+zope.event==6.1
+zope.interface==8.3
+zstandard==0.25.0
\ No newline at end of file
diff --git a/composer/2022_airflow_summit/requirements.txt b/composer/2022_airflow_summit/requirements.txt
index 50a4b3df15b..5c87d9ea9b2 100644
--- a/composer/2022_airflow_summit/requirements.txt
+++ b/composer/2022_airflow_summit/requirements.txt
@@ -1,4 +1,4 @@
 # be sure to update the constraints file to match
 # see https://airflow.apache.org/docs/apache-airflow/stable/installation/installing-from-pypi.html#constraints-files
-apache-airflow==2.6.3
-apache-airflow-providers-google==10.2.0
+apache-airflow==3.2.1; python_version >= 3.10
+apache-airflow-providers-google==21.3.0; python_version >= 3.10
diff --git a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
index 749096a8cf0..832acb150f5 100644
--- a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
+++ b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/constraints.txt
@@ -1,6 +1,6 @@
 #
-# This constraints file was automatically generated on 2023-07-07T14:44:02Z
-# via "eager-upgrade" mechanism of PIP. For the "v2-6-test" branch of Airflow.
+# This constraints file was automatically generated on 2026-04-21T00:39:29.852742
+# via `uv pip install --resolution highest` for the "v3-2-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.
 #
@@ -8,7 +8,6 @@
 # We also use those constraints after "apache-airflow" is released and the constraints are tagged with
 # "constraints-X.Y.Z" tag to build the production image for that version.
 #
-#
 # This constraints file is meant to be used only in the "apache-airflow" installation command and not
 # in all subsequent pip commands. By using a constraints.txt file, we ensure that solely the Airflow
 # installation step is reproducible. Subsequent pip commands may install packages that would have
@@ -16,664 +15,696 @@
 # commands that might change the installed version of apache-airflow should include "apache-airflow==X.Y.Z"
 # in the list of install targets to prevent Airflow accidental upgrade or downgrade.
 #
-# Typical installation process of airflow for Python 3.8 is (with random selection of extras and custom
+# Typical installation process of airflow for Python 3.10 is (with random selection of extras and custom
 # dependencies added), usually consists of two steps:
 #
 # 1. Reproducible installation of airflow with selected providers (note constraints are used):
 #
 # pip install "apache-airflow[celery,cncf.kubernetes,google,amazon,snowflake]==X.Y.Z" \
-#     --constraint "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.8.txt"
+#     --constraint \
+#    "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.10.txt"
 #
 # 2. Installing own dependencies that are potentially not matching the constraints (note constraints are not
 #    used, and apache-airflow==X.Y.Z is used to make sure there is no accidental airflow upgrade/downgrade.
 #
-# pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]==2.9.0"
+# pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]=N.M.O"
 #
-Authlib==1.2.1
-Babel==2.12.1
-ConfigUpdater==3.1.1
-Deprecated==1.2.14
-Flask-AppBuilder==4.3.1
-Flask-Babel==2.0.0
-Flask-Bcrypt==1.0.1
-Flask-Caching==2.0.2
-Flask-JWT-Extended==4.5.2
-Flask-Limiter==3.3.1
-Flask-Login==0.6.2
-Flask-SQLAlchemy==2.5.1
-Flask-Session==0.5.0
-Flask-WTF==1.1.1
+APScheduler==3.11.2
+Authlib==1.6.11
+Deprecated==1.3.1
+Events==0.5
+Flask-JWT-Extended==4.7.1
+Flask-Limiter==3.12
+Flask-Login==0.6.3
+Flask-SQLAlchemy==3.1.1
+Flask-Session==0.8.0
+Flask-WTF==1.2.2
 Flask==3.1.3
-GitPython==3.1.31
-JPype1==1.4.1
+GitPython==3.1.46
 JayDeBeApi==1.2.3
-Jinja2==3.1.2
-Mako==1.2.4
-Markdown==3.4.3
-MarkupSafe==2.1.3
-PyGithub==1.59.0
-PyHive==0.6.5
-PyJWT==2.7.0
-PyNaCl==1.5.0
-PyYAML==6.0
-Pygments==2.15.1
-SQLAlchemy-JSONField==1.0.1.post0
-SQLAlchemy-Utils==0.41.1
-SQLAlchemy==1.4.49
-SecretStorage==3.3.3
-Shapely==1.8.5.post1
-Sphinx==5.3.0
-WTForms==3.0.1
-Werkzeug==3.1.8; python_version >= '3.9'
+Jinja2==3.1.6
+Mako==1.3.11
+Markdown==3.10.2
+MarkupSafe==3.0.3
+PyAthena==3.30.1
+PyGithub==2.9.1
+PyHive==0.7.0
+PyJWT==2.12.1
+PyMySQL==1.1.2
+PyNaCl==1.6.2
+PyYAML==6.0.3
+Pygments==2.20.0
+SQLAlchemy-Utils==0.42.1
+SQLAlchemy==2.0.49
+SecretStorage==3.5.0
+WTForms==3.2.1
+Werkzeug==3.1.8
+a2wsgi==1.10.10
 adal==1.2.7
-aiobotocore==2.5.2
-aiofiles==23.1.0
-aiohttp==3.8.4
-aioitertools==0.11.0
-aioresponses==0.7.4
-aiosignal==1.3.1
-alabaster==0.7.13
-alembic==1.11.1
-aliyun-python-sdk-core==2.13.36
-aliyun-python-sdk-kms==2.16.1
-amqp==5.1.1
-analytics-python==1.4.post1
-ansiwrap==0.8.4
-anyascii==0.3.2
-anyio==3.7.1
-apache-airflow-providers-airbyte==3.3.1
-apache-airflow-providers-alibaba==2.4.1
-apache-airflow-providers-amazon==8.2.0
-apache-airflow-providers-apache-beam==5.1.1
-apache-airflow-providers-apache-cassandra==3.2.1
-apache-airflow-providers-apache-drill==2.4.1
-apache-airflow-providers-apache-druid==3.4.1
-apache-airflow-providers-apache-flink==1.1.1
-apache-airflow-providers-apache-hdfs==4.1.0
-apache-airflow-providers-apache-hive==6.1.1
-apache-airflow-providers-apache-impala==1.1.1
-apache-airflow-providers-apache-kylin==3.2.1
-apache-airflow-providers-apache-livy==3.5.1
-apache-airflow-providers-apache-pig==4.1.1
-apache-airflow-providers-apache-pinot==4.1.1
-apache-airflow-providers-apache-spark==4.1.1
-apache-airflow-providers-apache-sqoop==3.2.1
-apache-airflow-providers-arangodb==2.2.1
-apache-airflow-providers-asana==2.2.1
-apache-airflow-providers-atlassian-jira==2.1.1
-apache-airflow-providers-celery==3.2.1
-apache-airflow-providers-cloudant==3.2.1
-apache-airflow-providers-cncf-kubernetes==7.1.0
-apache-airflow-providers-common-sql==1.5.2
-apache-airflow-providers-databricks==4.3.0
-apache-airflow-providers-datadog==3.3.1
-apache-airflow-providers-dbt-cloud==3.2.1
-apache-airflow-providers-dingding==3.2.1
-apache-airflow-providers-discord==3.3.0
-apache-airflow-providers-docker==3.7.1
-apache-airflow-providers-elasticsearch==4.5.1
-apache-airflow-providers-exasol==4.2.1
-apache-airflow-providers-facebook==3.2.1
-apache-airflow-providers-ftp==3.4.2
-apache-airflow-providers-github==2.3.1
-apache-airflow-providers-google==10.2.0
-apache-airflow-providers-grpc==3.2.1
-apache-airflow-providers-hashicorp==3.4.1
-apache-airflow-providers-http==4.4.2
-apache-airflow-providers-imap==3.2.2
-apache-airflow-providers-influxdb==2.2.1
-apache-airflow-providers-jdbc==4.0.0
-apache-airflow-providers-jenkins==3.3.1
-apache-airflow-providers-microsoft-azure==6.1.2
-apache-airflow-providers-microsoft-mssql==3.4.1
-apache-airflow-providers-microsoft-psrp==2.3.1
-apache-airflow-providers-microsoft-winrm==3.2.1
-apache-airflow-providers-mongo==3.2.1
-apache-airflow-providers-mysql==5.1.1
-apache-airflow-providers-neo4j==3.3.1
-apache-airflow-providers-odbc==4.0.0
-apache-airflow-providers-openfaas==3.2.1
-apache-airflow-providers-opsgenie==5.1.1
-apache-airflow-providers-oracle==3.7.1
-apache-airflow-providers-pagerduty==3.3.0
-apache-airflow-providers-papermill==3.2.1
-apache-airflow-providers-plexus==3.2.1
-apache-airflow-providers-postgres==5.5.1
-apache-airflow-providers-presto==5.1.1
-apache-airflow-providers-qubole==3.4.1
-apache-airflow-providers-redis==3.2.1
-apache-airflow-providers-salesforce==5.4.1
-apache-airflow-providers-samba==4.2.1
-apache-airflow-providers-segment==3.2.1
-apache-airflow-providers-sendgrid==3.2.1
-apache-airflow-providers-sftp==4.3.1
-apache-airflow-providers-singularity==3.2.1
-apache-airflow-providers-slack==7.3.1
-apache-airflow-providers-smtp==1.2.0
-apache-airflow-providers-snowflake==4.2.0
-apache-airflow-providers-sqlite==3.4.2
-apache-airflow-providers-ssh==3.7.1
-apache-airflow-providers-tableau==4.2.1
-apache-airflow-providers-tabular==1.2.1
-apache-airflow-providers-telegram==4.1.1
-apache-airflow-providers-trino==5.1.1
-apache-airflow-providers-vertica==3.4.1
-apache-airflow-providers-zendesk==4.3.1
-apache-beam==2.48.0
-apispec==5.2.2
-appdirs==1.4.4
-argcomplete==3.1.1
-arrow==1.2.3
-asana==3.2.1
-asgiref==3.7.2
+adbc-driver-manager==1.11.0
+adbc-driver-postgresql==1.11.0
+adbc-driver-sqlite==1.11.0
+adlfs==2026.4.0
+aenum==3.1.17
+aiobotocore==3.4.0
+aiofiles==24.1.0
+aiohappyeyeballs==2.6.1
+aiohttp-cors==0.8.1
+aiohttp==3.13.5
+aioitertools==0.13.0
+aiomysql==0.3.2
+aiosignal==1.4.0
+aiosmtplib==5.1.0
+aiosqlite==0.21.0
+airbyte-api==0.53.0
+alembic==1.18.4
+alibabacloud-adb20211201==3.7.1
+alibabacloud-credentials-api==1.0.0
+alibabacloud-credentials==1.0.8
+alibabacloud-oss-v2==1.2.5
+alibabacloud-tea-openapi==0.4.4
+alibabacloud-tea-util==0.3.14
+alibabacloud-tea==0.4.3
+alibabacloud_gateway_spi==0.0.3
+amqp==5.3.1
+annotated-doc==0.0.4
+annotated-types==0.7.0
+anyio==4.13.0
+apache-airflow-providers-airbyte==5.4.1
+apache-airflow-providers-alibaba==3.3.7
+apache-airflow-providers-amazon==9.25.0
+apache-airflow-providers-apache-cassandra==3.9.4
+apache-airflow-providers-apache-drill==3.3.2
+apache-airflow-providers-apache-druid==4.5.2
+apache-airflow-providers-apache-flink==1.8.4
+apache-airflow-providers-apache-hdfs==4.11.5
+apache-airflow-providers-apache-hive==9.4.2
+apache-airflow-providers-apache-iceberg==2.0.2
+apache-airflow-providers-apache-impala==1.9.2
+apache-airflow-providers-apache-kafka==1.13.2
+apache-airflow-providers-apache-kylin==3.10.4
+apache-airflow-providers-apache-livy==4.5.5
+apache-airflow-providers-apache-pig==4.8.4
+apache-airflow-providers-apache-pinot==4.10.2
+apache-airflow-providers-apache-spark==6.0.1
+apache-airflow-providers-apache-tinkerpop==1.1.3
+apache-airflow-providers-apprise==2.3.3
+apache-airflow-providers-arangodb==2.9.4
+apache-airflow-providers-asana==2.11.3
+apache-airflow-providers-atlassian-jira==3.3.3
+apache-airflow-providers-celery==3.18.0
+apache-airflow-providers-cloudant==4.3.4
+apache-airflow-providers-cncf-kubernetes==10.16.0
+apache-airflow-providers-cohere==1.6.5
+apache-airflow-providers-common-ai==0.1.0
+apache-airflow-providers-common-compat==1.14.3
+apache-airflow-providers-common-io==1.7.2
+apache-airflow-providers-common-messaging==2.0.3
+apache-airflow-providers-common-sql==1.34.0
+apache-airflow-providers-databricks==7.12.1
+apache-airflow-providers-datadog==3.10.4
+apache-airflow-providers-dbt-cloud==4.8.1
+apache-airflow-providers-dingding==3.9.4
+apache-airflow-providers-discord==3.12.2
+apache-airflow-providers-docker==4.5.5
+apache-airflow-providers-edge3==3.4.0
+apache-airflow-providers-elasticsearch==6.5.2
+apache-airflow-providers-exasol==4.10.2
+apache-airflow-providers-fab==3.6.1
+apache-airflow-providers-facebook==3.9.4
+apache-airflow-providers-ftp==3.14.3
+apache-airflow-providers-git==0.3.1
+apache-airflow-providers-github==2.11.2
+apache-airflow-providers-google==21.1.0
+apache-airflow-providers-grpc==3.9.4
+apache-airflow-providers-hashicorp==4.5.2
+apache-airflow-providers-http==6.0.2
+apache-airflow-providers-imap==3.11.2
+apache-airflow-providers-influxdb==2.10.4
+apache-airflow-providers-informatica==0.1.3
+apache-airflow-providers-jdbc==5.4.3
+apache-airflow-providers-jenkins==4.2.5
+apache-airflow-providers-keycloak==0.7.1
+apache-airflow-providers-microsoft-azure==13.1.1
+apache-airflow-providers-microsoft-mssql==4.5.2
+apache-airflow-providers-microsoft-psrp==3.2.5
+apache-airflow-providers-microsoft-winrm==3.14.2
+apache-airflow-providers-mongo==5.3.5
+apache-airflow-providers-mysql==6.5.2
+apache-airflow-providers-neo4j==3.11.5
+apache-airflow-providers-odbc==4.12.2
+apache-airflow-providers-openai==1.7.4
+apache-airflow-providers-openfaas==3.9.4
+apache-airflow-providers-openlineage==2.14.0
+apache-airflow-providers-opensearch==1.9.0
+apache-airflow-providers-opsgenie==5.10.3
+apache-airflow-providers-oracle==4.5.3
+apache-airflow-providers-pagerduty==5.2.5
+apache-airflow-providers-papermill==3.12.3
+apache-airflow-providers-pgvector==1.7.1
+apache-airflow-providers-pinecone==2.4.4
+apache-airflow-providers-postgres==6.6.3
+apache-airflow-providers-presto==5.11.2
+apache-airflow-providers-qdrant==1.5.5
+apache-airflow-providers-redis==4.4.4
+apache-airflow-providers-salesforce==5.14.0
+apache-airflow-providers-samba==4.12.5
+apache-airflow-providers-segment==3.9.4
+apache-airflow-providers-sendgrid==4.2.2
+apache-airflow-providers-sftp==5.7.3
+apache-airflow-providers-singularity==3.9.3
+apache-airflow-providers-slack==9.10.0
+apache-airflow-providers-smtp==2.4.5
+apache-airflow-providers-snowflake==6.12.1
+apache-airflow-providers-sqlite==4.3.2
+apache-airflow-providers-ssh==5.0.0
+apache-airflow-providers-standard==1.12.3
+apache-airflow-providers-tableau==5.4.0
+apache-airflow-providers-telegram==4.9.4
+apache-airflow-providers-teradata==3.5.2
+apache-airflow-providers-trino==6.5.2
+apache-airflow-providers-vertica==4.3.2
+apache-airflow-providers-weaviate==3.3.3
+apache-airflow-providers-yandex==4.4.2
+apache-airflow-providers-ydb==2.5.2
+apache-airflow-providers-zendesk==4.11.3
+apispec==6.10.0
+apprise==1.9.9
+argcomplete==3.6.3
+asana==5.2.4
+asgiref==3.11.1
 asn1crypto==1.5.1
-astroid==2.15.5
-asttokens==2.2.1
-async-timeout==4.0.2
-asynctest==0.13.0
+asttokens==3.0.1
+async-timeout==4.0.3
+asyncpg==0.31.0
+asyncssh==2.22.0
 atlasclient==1.0.0
-atlassian-python-api==3.39.0
-attrs==23.1.0
-aws-sam-translator==1.71.0
-aws-xray-sdk==2.12.0
-azure-batch==14.0.0
+atlassian-python-api==4.0.7
+attrs==26.1.0
+azure-batch==14.2.0
 azure-common==1.1.28
-azure-core==1.27.1
-azure-cosmos==4.4.0
+azure-core==1.39.0
+azure-cosmos==4.15.0
 azure-datalake-store==0.0.53
-azure-identity==1.13.0
-azure-keyvault-secrets==4.7.0
-azure-kusto-data==0.0.45
-azure-mgmt-containerinstance==1.5.0
-azure-mgmt-core==1.4.0
-azure-mgmt-datafactory==1.1.0
+azure-identity==1.25.3
+azure-keyvault-secrets==4.10.0
+azure-kusto-data==6.0.3
+azure-mgmt-compute==37.2.0
+azure-mgmt-containerinstance==10.1.0
+azure-mgmt-containerregistry==15.0.0
+azure-mgmt-core==1.6.0
+azure-mgmt-cosmosdb==9.9.0
+azure-mgmt-datafactory==9.3.0
 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-resource==25.0.0
+azure-mgmt-storage==24.0.1
 azure-nspkg==3.0.2
-azure-servicebus==7.11.0
-azure-storage-blob==12.16.0
-azure-storage-common==2.1.0
-azure-storage-file-datalake==12.11.0
-azure-storage-file==2.1.0
+azure-servicebus==7.14.3
+azure-storage-blob==12.28.0
+azure-storage-file-datalake==12.23.0
+azure-storage-file-share==12.24.0
+azure-synapse-artifacts==0.22.0
 azure-synapse-spark==0.7.0
-backcall==0.2.0
-backoff==1.10.0
-backports.zoneinfo==0.2.1
-bcrypt==4.0.1
-beautifulsoup4==4.12.2
-billiard==4.1.0
-bitarray==2.7.6
-black==23.1a1
-bleach==6.0.0
-blinker==1.6.2
-boto3==1.26.161
-boto==2.49.0
-botocore==1.29.161
-bowler==0.9.0
-cachelib==0.9.0
-cachetools==5.3.1
-cassandra-driver==3.28.0
-cattrs==23.1.2
-celery==5.3.1
-certifi==2023.5.7
-cffi==1.15.1
-cfgv==3.3.1
-cfn-lint==0.77.10
-cgroupspy==0.2.2
-chardet==5.1.0
-charset-normalizer==3.1.0
-checksumdir==1.2.0
-ciso8601==2.3.0
-click-default-group==1.2.2
-click-didyoumean==0.3.0
-click-plugins==1.1.1
+babel==2.18.0
+backoff==2.2.1
+backports.strenum==1.3.1
+backports.tarfile==1.2.0
+bcrypt==5.0.0
+beautifulsoup4==4.14.3
+billiard==4.2.4
+bitarray==3.8.1
+black==26.3.1
+bleach==6.3.0
+blinker==1.9.0
+boto3==1.42.84
+botocore==1.42.84
+cachelib==0.13.0
+cachetools==6.2.6
+cadwyn==6.2.0
+cassandra-driver==3.30.0
+cattrs==26.1.0
+celery==5.6.3
+certifi==2026.2.25
+cffi==2.0.0
+chardet==6.0.0.post1
+charset-normalizer==3.4.7
+ciso8601==2.3.3
+click-didyoumean==0.3.1
+click-plugins==1.1.1.2
 click-repl==0.3.0
-click==8.1.4
-clickclick==20.10.2
-cloudant==2.15.0
-cloudpickle==2.2.1
+click==8.3.2
+cloudpickle==3.1.1
+cohere==5.21.1
 colorama==0.4.6
-colorlog==4.8.0
-connexion==2.14.2
-coverage==7.2.7
-crcmod==1.7
-cron-descriptor==1.4.0
-croniter==1.4.1
-cryptography==40.0.2
-curlify==2.2.1
-dask==2023.4.1
-databricks-sql-connector==2.7.0
-datadog==0.45.0
-db-dtypes==1.1.1
-decorator==5.1.1
+colorful==0.5.8
+colorlog==6.10.1
+comm==0.2.3
+confluent-kafka==2.14.0
+crcmod-plus==2.3.1
+cron_descriptor==2.0.8
+croniter==6.2.2
+cryptography==46.0.7
+curlify==3.0.0
+darabonba-core==1.0.5
+databricks-sql-connector==4.2.5
+dataclasses-json==0.6.7
+datadog==0.52.1
+db-dtypes==1.5.1
+debugpy==1.8.20
+decorator==5.2.1
 defusedxml==0.7.1
 deprecation==2.1.0
-dill==0.3.1.1
-distlib==0.3.6
-distributed==2023.4.1
-dnspython==2.3.0
-docker==6.1.3
+dill==0.4.1
+distlib==0.4.0
+distro==1.9.0
+dnspython==2.8.0
+docker==7.1.0
 docopt==0.6.2
-docutils==0.20.1
-ecdsa==0.18.0
-elasticsearch-dbapi==0.2.10
-elasticsearch-dsl==7.4.1
-elasticsearch==7.13.4
-email-validator==1.3.1
+docstring_parser==0.18.0
+durationpy==0.10
+elastic-transport==9.2.1
+elasticsearch==9.3.0
+email-validator==2.3.0
 entrypoints==0.4
-eralchemy2==1.3.7
-et-xmlfile==1.1.0
-eventlet==0.33.3
-exceptiongroup==1.1.2
-execnet==2.0.0
-executing==1.2.0
-facebook-business==17.0.2
-fastavro==1.8.0
-fasteners==0.18
-fastjsonschema==2.17.1
-filelock==3.12.2
-fissix==21.11.13
-flower==2.0.0
-frozenlist==1.3.3
-fsspec==2023.6.0
-future==0.18.3
-gcloud-aio-auth==4.2.3
-gcloud-aio-bigquery==6.3.0
-gcloud-aio-storage==8.2.0
-gcsfs==2023.6.0
-geomet==0.2.1.post1
-gevent==22.10.2
-gitdb==4.0.10
-google-ads==21.2.0
-google-api-core==2.11.0
-google-api-python-client==2.92.0
-google-auth-httplib2==0.1.0
-google-auth-oauthlib==1.0.0
-google-auth==2.21.0
-google-cloud-aiplatform==1.27.1
-google-cloud-appengine-logging==1.3.1
-google-cloud-audit-log==0.2.5
-google-cloud-automl==2.11.2
-google-cloud-bigquery-datatransfer==3.11.2
-google-cloud-bigquery-storage==2.22.0
-google-cloud-bigquery==3.11.3
-google-cloud-bigtable==2.19.0
-google-cloud-build==3.17.1
-google-cloud-compute==1.12.1
-google-cloud-container==2.26.0
-google-cloud-core==2.3.3
-google-cloud-datacatalog==3.13.1
-google-cloud-dataflow-client==0.8.4
-google-cloud-dataform==0.5.2
-google-cloud-dataplex==1.5.1
-google-cloud-dataproc-metastore==1.12.0
-google-cloud-dataproc==5.4.2
-google-cloud-dlp==3.12.2
-google-cloud-kms==2.18.0
-google-cloud-language==2.10.1
-google-cloud-logging==3.5.0
-google-cloud-memcache==1.7.2
-google-cloud-monitoring==2.15.1
-google-cloud-orchestration-airflow==1.9.1
-google-cloud-os-login==2.9.1
-google-cloud-pubsub==2.17.1
-google-cloud-redis==2.13.1
-google-cloud-resource-manager==1.10.2
-google-cloud-secret-manager==2.16.2
-google-cloud-spanner==3.36.0
-google-cloud-speech==2.21.0
-google-cloud-storage==2.10.0
-google-cloud-tasks==2.13.2
-google-cloud-texttospeech==2.14.1
-google-cloud-translate==3.11.2
-google-cloud-videointelligence==2.11.3
-google-cloud-vision==3.4.4
-google-cloud-workflows==1.10.2
-google-crc32c==1.5.0
-google-re2==1.0
-google-resumable-media==2.5.0
-googleapis-common-protos==1.59.1
-graphql-core==3.2.3
-graphviz==0.20.1
-greenlet==2.0.2
-grpc-google-iam-v1==0.12.6
+et_xmlfile==2.0.0
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+exceptiongroup==1.3.1
+executing==2.2.1
+facebook_business==25.0.1
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+fastjsonschema==2.21.2
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+filelock==3.28.0
+flask-appbuilder==5.2.0
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 grpcio-gcp==0.2.2
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 hmsclient==0.1.1
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 kylinpy==2.8.4
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 lockfile==0.12.2
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 mdurl==0.1.2
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 msrest==0.7.1
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 opsgenie-sdk==2.1.5
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 ordered-set==4.1.0
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 prison==0.2.1
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-protobuf==4.23.4
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 ptyprocess==0.7.0
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 pure-sasl==0.6.2
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 pykerberos==1.2.4
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 python-http-client==3.3.7
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 requests-toolbelt==1.0.0
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 scrapbook==0.5.0
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 statsd==4.0.1
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 thrift-sasl==0.4.3
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-twine==4.0.2
-types-Deprecated==1.2.9.2
-types-Markdown==3.4.2.9
-types-PyMySQL==1.1.0.0
-types-PyYAML==6.0.12.10
-types-boto==2.49.18.8
-types-certifi==2021.10.8.3
-types-croniter==1.4.0.0
-types-docutils==0.20.0.1
-types-paramiko==3.2.0.0
-types-protobuf==4.23.0.1
-types-pyOpenSSL==23.2.0.1
-types-python-dateutil==2.8.19.13
-types-python-slugify==8.0.0.2
-types-pytz==2023.3.0.0
-types-redis==4.6.0.2
-types-requests==2.31.0.1
-types-setuptools==68.0.0.1
-types-tabulate==0.9.0.2
-types-termcolor==1.1.6.2
-types-toml==0.10.8.6
-types-urllib3==1.26.25.13
-typing_extensions==4.7.1
-tzdata==2023.3
-tzlocal==5.0.1
-uc-micro-py==1.0.2
-unicodecsv==0.14.1
-uritemplate==4.1.1
-urllib3==1.26.16
-userpath==1.8.0
-vertica-python==1.3.2
-vine==5.0.0
-virtualenv==20.23.1
-volatile==2.1.0
-watchtower==2.0.1
-wcwidth==0.2.6
+tiktoken==0.12.0
+tinycss2==1.4.0
+tokenizers==0.22.2
+tomli==2.4.1
+tomlkit==0.14.0
+tornado==6.5.5
+tqdm==4.67.3
+traitlets==5.14.3
+trino==0.337.0
+typer==0.24.1
+types-protobuf==7.34.1.20260408
+types-pytz==2026.1.1.20260408
+types-requests==2.33.0.20260408
+typing-inspect==0.9.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2026.1
+tzlocal==5.3.1
+uc-micro-py==2.0.0
+universal_pathlib==0.3.10
+uritemplate==4.2.0
+urllib3==2.6.3
+uuid6==2025.0.1
+uv==0.11.7
+uvicorn==0.44.0
+uvloop==0.22.1
+validators==0.35.0
+vertica-python==1.4.0
+vine==5.1.0
+virtualenv==21.2.4
+watchfiles==1.1.1
+watchtower==3.4.0
+wcwidth==0.6.0
+weaviate-client==4.16.2
 webencodings==0.5.1
-websocket-client==1.6.1
-wrapt==1.15.0
-xmltodict==0.13.0
-yamllint==1.32.0
-yarl==1.9.2
-zeep==4.2.1
-zenpy==2.0.25
-zict==3.0.0
-zipp==3.15.0
-zope.event==5.0
-zope.interface==6.0
-zstandard==0.21.0
\ No newline at end of file
+websocket-client==1.8.0
+websockets==16.0
+wirerope==1.0.0
+wrapt==2.1.2
+xmlsec==1.3.17
+xmltodict==1.0.4
+yandex-query-client==0.1.4
+yandexcloud==0.386.0
+yarl==1.23.0
+ydb-dbapi==0.1.20
+ydb==3.28.0
+zeep==4.3.2
+zenpy==2.0.57
+zipp==3.23.1
+zope.event==6.1
+zope.interface==8.3
+zstandard==0.25.0
\ No newline at end of file
diff --git a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/requirements.txt b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/requirements.txt
index fc3c4940fa5..feb5dd63b41 100644
--- a/composer/blog/gcp-tech-blog/data-orchestration-with-composer/requirements.txt
+++ b/composer/blog/gcp-tech-blog/data-orchestration-with-composer/requirements.txt
@@ -1,6 +1,6 @@
 # be sure to update the constraints file to match
 # see https://airflow.apache.org/docs/apache-airflow/stable/installation/installing-from-pypi.html#constraints-files
-apache-airflow[google]==2.6.3
+apache-airflow[google]==3.2.1; python_version >= 3.10
 apache-airflow-providers-apache-beam==5.1.1
 apache-airflow-providers-slack==7.3.2
 apache-airflow-providers-http==4.4.2
diff --git a/composer/cicd_sample/constraints.txt b/composer/cicd_sample/constraints.txt
index 749096a8cf0..832acb150f5 100644
--- a/composer/cicd_sample/constraints.txt
+++ b/composer/cicd_sample/constraints.txt
@@ -1,6 +1,6 @@
 #
-# This constraints file was automatically generated on 2023-07-07T14:44:02Z
-# via "eager-upgrade" mechanism of PIP. For the "v2-6-test" branch of Airflow.
+# This constraints file was automatically generated on 2026-04-21T00:39:29.852742
+# via `uv pip install --resolution highest` for the "v3-2-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.
 #
@@ -8,7 +8,6 @@
 # We also use those constraints after "apache-airflow" is released and the constraints are tagged with
 # "constraints-X.Y.Z" tag to build the production image for that version.
 #
-#
 # This constraints file is meant to be used only in the "apache-airflow" installation command and not
 # in all subsequent pip commands. By using a constraints.txt file, we ensure that solely the Airflow
 # installation step is reproducible. Subsequent pip commands may install packages that would have
@@ -16,664 +15,696 @@
 # commands that might change the installed version of apache-airflow should include "apache-airflow==X.Y.Z"
 # in the list of install targets to prevent Airflow accidental upgrade or downgrade.
 #
-# Typical installation process of airflow for Python 3.8 is (with random selection of extras and custom
+# Typical installation process of airflow for Python 3.10 is (with random selection of extras and custom
 # dependencies added), usually consists of two steps:
 #
 # 1. Reproducible installation of airflow with selected providers (note constraints are used):
 #
 # pip install "apache-airflow[celery,cncf.kubernetes,google,amazon,snowflake]==X.Y.Z" \
-#     --constraint "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.8.txt"
+#     --constraint \
+#    "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.10.txt"
 #
 # 2. Installing own dependencies that are potentially not matching the constraints (note constraints are not
 #    used, and apache-airflow==X.Y.Z is used to make sure there is no accidental airflow upgrade/downgrade.
 #
-# pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]==2.9.0"
+# pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]=N.M.O"
 #
-Authlib==1.2.1
-Babel==2.12.1
-ConfigUpdater==3.1.1
-Deprecated==1.2.14
-Flask-AppBuilder==4.3.1
-Flask-Babel==2.0.0
-Flask-Bcrypt==1.0.1
-Flask-Caching==2.0.2
-Flask-JWT-Extended==4.5.2
-Flask-Limiter==3.3.1
-Flask-Login==0.6.2
-Flask-SQLAlchemy==2.5.1
-Flask-Session==0.5.0
-Flask-WTF==1.1.1
+APScheduler==3.11.2
+Authlib==1.6.11
+Deprecated==1.3.1
+Events==0.5
+Flask-JWT-Extended==4.7.1
+Flask-Limiter==3.12
+Flask-Login==0.6.3
+Flask-SQLAlchemy==3.1.1
+Flask-Session==0.8.0
+Flask-WTF==1.2.2
 Flask==3.1.3
-GitPython==3.1.31
-JPype1==1.4.1
+GitPython==3.1.46
 JayDeBeApi==1.2.3
-Jinja2==3.1.2
-Mako==1.2.4
-Markdown==3.4.3
-MarkupSafe==2.1.3
-PyGithub==1.59.0
-PyHive==0.6.5
-PyJWT==2.7.0
-PyNaCl==1.5.0
-PyYAML==6.0
-Pygments==2.15.1
-SQLAlchemy-JSONField==1.0.1.post0
-SQLAlchemy-Utils==0.41.1
-SQLAlchemy==1.4.49
-SecretStorage==3.3.3
-Shapely==1.8.5.post1
-Sphinx==5.3.0
-WTForms==3.0.1
-Werkzeug==3.1.8; python_version >= '3.9'
+Jinja2==3.1.6
+Mako==1.3.11
+Markdown==3.10.2
+MarkupSafe==3.0.3
+PyAthena==3.30.1
+PyGithub==2.9.1
+PyHive==0.7.0
+PyJWT==2.12.1
+PyMySQL==1.1.2
+PyNaCl==1.6.2
+PyYAML==6.0.3
+Pygments==2.20.0
+SQLAlchemy-Utils==0.42.1
+SQLAlchemy==2.0.49
+SecretStorage==3.5.0
+WTForms==3.2.1
+Werkzeug==3.1.8
+a2wsgi==1.10.10
 adal==1.2.7
-aiobotocore==2.5.2
-aiofiles==23.1.0
-aiohttp==3.8.4
-aioitertools==0.11.0
-aioresponses==0.7.4
-aiosignal==1.3.1
-alabaster==0.7.13
-alembic==1.11.1
-aliyun-python-sdk-core==2.13.36
-aliyun-python-sdk-kms==2.16.1
-amqp==5.1.1
-analytics-python==1.4.post1
-ansiwrap==0.8.4
-anyascii==0.3.2
-anyio==3.7.1
-apache-airflow-providers-airbyte==3.3.1
-apache-airflow-providers-alibaba==2.4.1
-apache-airflow-providers-amazon==8.2.0
-apache-airflow-providers-apache-beam==5.1.1
-apache-airflow-providers-apache-cassandra==3.2.1
-apache-airflow-providers-apache-drill==2.4.1
-apache-airflow-providers-apache-druid==3.4.1
-apache-airflow-providers-apache-flink==1.1.1
-apache-airflow-providers-apache-hdfs==4.1.0
-apache-airflow-providers-apache-hive==6.1.1
-apache-airflow-providers-apache-impala==1.1.1
-apache-airflow-providers-apache-kylin==3.2.1
-apache-airflow-providers-apache-livy==3.5.1
-apache-airflow-providers-apache-pig==4.1.1
-apache-airflow-providers-apache-pinot==4.1.1
-apache-airflow-providers-apache-spark==4.1.1
-apache-airflow-providers-apache-sqoop==3.2.1
-apache-airflow-providers-arangodb==2.2.1
-apache-airflow-providers-asana==2.2.1
-apache-airflow-providers-atlassian-jira==2.1.1
-apache-airflow-providers-celery==3.2.1
-apache-airflow-providers-cloudant==3.2.1
-apache-airflow-providers-cncf-kubernetes==7.1.0
-apache-airflow-providers-common-sql==1.5.2
-apache-airflow-providers-databricks==4.3.0
-apache-airflow-providers-datadog==3.3.1
-apache-airflow-providers-dbt-cloud==3.2.1
-apache-airflow-providers-dingding==3.2.1
-apache-airflow-providers-discord==3.3.0
-apache-airflow-providers-docker==3.7.1
-apache-airflow-providers-elasticsearch==4.5.1
-apache-airflow-providers-exasol==4.2.1
-apache-airflow-providers-facebook==3.2.1
-apache-airflow-providers-ftp==3.4.2
-apache-airflow-providers-github==2.3.1
-apache-airflow-providers-google==10.2.0
-apache-airflow-providers-grpc==3.2.1
-apache-airflow-providers-hashicorp==3.4.1
-apache-airflow-providers-http==4.4.2
-apache-airflow-providers-imap==3.2.2
-apache-airflow-providers-influxdb==2.2.1
-apache-airflow-providers-jdbc==4.0.0
-apache-airflow-providers-jenkins==3.3.1
-apache-airflow-providers-microsoft-azure==6.1.2
-apache-airflow-providers-microsoft-mssql==3.4.1
-apache-airflow-providers-microsoft-psrp==2.3.1
-apache-airflow-providers-microsoft-winrm==3.2.1
-apache-airflow-providers-mongo==3.2.1
-apache-airflow-providers-mysql==5.1.1
-apache-airflow-providers-neo4j==3.3.1
-apache-airflow-providers-odbc==4.0.0
-apache-airflow-providers-openfaas==3.2.1
-apache-airflow-providers-opsgenie==5.1.1
-apache-airflow-providers-oracle==3.7.1
-apache-airflow-providers-pagerduty==3.3.0
-apache-airflow-providers-papermill==3.2.1
-apache-airflow-providers-plexus==3.2.1
-apache-airflow-providers-postgres==5.5.1
-apache-airflow-providers-presto==5.1.1
-apache-airflow-providers-qubole==3.4.1
-apache-airflow-providers-redis==3.2.1
-apache-airflow-providers-salesforce==5.4.1
-apache-airflow-providers-samba==4.2.1
-apache-airflow-providers-segment==3.2.1
-apache-airflow-providers-sendgrid==3.2.1
-apache-airflow-providers-sftp==4.3.1
-apache-airflow-providers-singularity==3.2.1
-apache-airflow-providers-slack==7.3.1
-apache-airflow-providers-smtp==1.2.0
-apache-airflow-providers-snowflake==4.2.0
-apache-airflow-providers-sqlite==3.4.2
-apache-airflow-providers-ssh==3.7.1
-apache-airflow-providers-tableau==4.2.1
-apache-airflow-providers-tabular==1.2.1
-apache-airflow-providers-telegram==4.1.1
-apache-airflow-providers-trino==5.1.1
-apache-airflow-providers-vertica==3.4.1
-apache-airflow-providers-zendesk==4.3.1
-apache-beam==2.48.0
-apispec==5.2.2
-appdirs==1.4.4
-argcomplete==3.1.1
-arrow==1.2.3
-asana==3.2.1
-asgiref==3.7.2
+adbc-driver-manager==1.11.0
+adbc-driver-postgresql==1.11.0
+adbc-driver-sqlite==1.11.0
+adlfs==2026.4.0
+aenum==3.1.17
+aiobotocore==3.4.0
+aiofiles==24.1.0
+aiohappyeyeballs==2.6.1
+aiohttp-cors==0.8.1
+aiohttp==3.13.5
+aioitertools==0.13.0
+aiomysql==0.3.2
+aiosignal==1.4.0
+aiosmtplib==5.1.0
+aiosqlite==0.21.0
+airbyte-api==0.53.0
+alembic==1.18.4
+alibabacloud-adb20211201==3.7.1
+alibabacloud-credentials-api==1.0.0
+alibabacloud-credentials==1.0.8
+alibabacloud-oss-v2==1.2.5
+alibabacloud-tea-openapi==0.4.4
+alibabacloud-tea-util==0.3.14
+alibabacloud-tea==0.4.3
+alibabacloud_gateway_spi==0.0.3
+amqp==5.3.1
+annotated-doc==0.0.4
+annotated-types==0.7.0
+anyio==4.13.0
+apache-airflow-providers-airbyte==5.4.1
+apache-airflow-providers-alibaba==3.3.7
+apache-airflow-providers-amazon==9.25.0
+apache-airflow-providers-apache-cassandra==3.9.4
+apache-airflow-providers-apache-drill==3.3.2
+apache-airflow-providers-apache-druid==4.5.2
+apache-airflow-providers-apache-flink==1.8.4
+apache-airflow-providers-apache-hdfs==4.11.5
+apache-airflow-providers-apache-hive==9.4.2
+apache-airflow-providers-apache-iceberg==2.0.2
+apache-airflow-providers-apache-impala==1.9.2
+apache-airflow-providers-apache-kafka==1.13.2
+apache-airflow-providers-apache-kylin==3.10.4
+apache-airflow-providers-apache-livy==4.5.5
+apache-airflow-providers-apache-pig==4.8.4
+apache-airflow-providers-apache-pinot==4.10.2
+apache-airflow-providers-apache-spark==6.0.1
+apache-airflow-providers-apache-tinkerpop==1.1.3
+apache-airflow-providers-apprise==2.3.3
+apache-airflow-providers-arangodb==2.9.4
+apache-airflow-providers-asana==2.11.3
+apache-airflow-providers-atlassian-jira==3.3.3
+apache-airflow-providers-celery==3.18.0
+apache-airflow-providers-cloudant==4.3.4
+apache-airflow-providers-cncf-kubernetes==10.16.0
+apache-airflow-providers-cohere==1.6.5
+apache-airflow-providers-common-ai==0.1.0
+apache-airflow-providers-common-compat==1.14.3
+apache-airflow-providers-common-io==1.7.2
+apache-airflow-providers-common-messaging==2.0.3
+apache-airflow-providers-common-sql==1.34.0
+apache-airflow-providers-databricks==7.12.1
+apache-airflow-providers-datadog==3.10.4
+apache-airflow-providers-dbt-cloud==4.8.1
+apache-airflow-providers-dingding==3.9.4
+apache-airflow-providers-discord==3.12.2
+apache-airflow-providers-docker==4.5.5
+apache-airflow-providers-edge3==3.4.0
+apache-airflow-providers-elasticsearch==6.5.2
+apache-airflow-providers-exasol==4.10.2
+apache-airflow-providers-fab==3.6.1
+apache-airflow-providers-facebook==3.9.4
+apache-airflow-providers-ftp==3.14.3
+apache-airflow-providers-git==0.3.1
+apache-airflow-providers-github==2.11.2
+apache-airflow-providers-google==21.1.0
+apache-airflow-providers-grpc==3.9.4
+apache-airflow-providers-hashicorp==4.5.2
+apache-airflow-providers-http==6.0.2
+apache-airflow-providers-imap==3.11.2
+apache-airflow-providers-influxdb==2.10.4
+apache-airflow-providers-informatica==0.1.3
+apache-airflow-providers-jdbc==5.4.3
+apache-airflow-providers-jenkins==4.2.5
+apache-airflow-providers-keycloak==0.7.1
+apache-airflow-providers-microsoft-azure==13.1.1
+apache-airflow-providers-microsoft-mssql==4.5.2
+apache-airflow-providers-microsoft-psrp==3.2.5
+apache-airflow-providers-microsoft-winrm==3.14.2
+apache-airflow-providers-mongo==5.3.5
+apache-airflow-providers-mysql==6.5.2
+apache-airflow-providers-neo4j==3.11.5
+apache-airflow-providers-odbc==4.12.2
+apache-airflow-providers-openai==1.7.4
+apache-airflow-providers-openfaas==3.9.4
+apache-airflow-providers-openlineage==2.14.0
+apache-airflow-providers-opensearch==1.9.0
+apache-airflow-providers-opsgenie==5.10.3
+apache-airflow-providers-oracle==4.5.3
+apache-airflow-providers-pagerduty==5.2.5
+apache-airflow-providers-papermill==3.12.3
+apache-airflow-providers-pgvector==1.7.1
+apache-airflow-providers-pinecone==2.4.4
+apache-airflow-providers-postgres==6.6.3
+apache-airflow-providers-presto==5.11.2
+apache-airflow-providers-qdrant==1.5.5
+apache-airflow-providers-redis==4.4.4
+apache-airflow-providers-salesforce==5.14.0
+apache-airflow-providers-samba==4.12.5
+apache-airflow-providers-segment==3.9.4
+apache-airflow-providers-sendgrid==4.2.2
+apache-airflow-providers-sftp==5.7.3
+apache-airflow-providers-singularity==3.9.3
+apache-airflow-providers-slack==9.10.0
+apache-airflow-providers-smtp==2.4.5
+apache-airflow-providers-snowflake==6.12.1
+apache-airflow-providers-sqlite==4.3.2
+apache-airflow-providers-ssh==5.0.0
+apache-airflow-providers-standard==1.12.3
+apache-airflow-providers-tableau==5.4.0
+apache-airflow-providers-telegram==4.9.4
+apache-airflow-providers-teradata==3.5.2
+apache-airflow-providers-trino==6.5.2
+apache-airflow-providers-vertica==4.3.2
+apache-airflow-providers-weaviate==3.3.3
+apache-airflow-providers-yandex==4.4.2
+apache-airflow-providers-ydb==2.5.2
+apache-airflow-providers-zendesk==4.11.3
+apispec==6.10.0
+apprise==1.9.9
+argcomplete==3.6.3
+asana==5.2.4
+asgiref==3.11.1
 asn1crypto==1.5.1
-astroid==2.15.5
-asttokens==2.2.1
-async-timeout==4.0.2
-asynctest==0.13.0
+asttokens==3.0.1
+async-timeout==4.0.3
+asyncpg==0.31.0
+asyncssh==2.22.0
 atlasclient==1.0.0
-atlassian-python-api==3.39.0
-attrs==23.1.0
-aws-sam-translator==1.71.0
-aws-xray-sdk==2.12.0
-azure-batch==14.0.0
+atlassian-python-api==4.0.7
+attrs==26.1.0
+azure-batch==14.2.0
 azure-common==1.1.28
-azure-core==1.27.1
-azure-cosmos==4.4.0
+azure-core==1.39.0
+azure-cosmos==4.15.0
 azure-datalake-store==0.0.53
-azure-identity==1.13.0
-azure-keyvault-secrets==4.7.0
-azure-kusto-data==0.0.45
-azure-mgmt-containerinstance==1.5.0
-azure-mgmt-core==1.4.0
-azure-mgmt-datafactory==1.1.0
+azure-identity==1.25.3
+azure-keyvault-secrets==4.10.0
+azure-kusto-data==6.0.3
+azure-mgmt-compute==37.2.0
+azure-mgmt-containerinstance==10.1.0
+azure-mgmt-containerregistry==15.0.0
+azure-mgmt-core==1.6.0
+azure-mgmt-cosmosdb==9.9.0
+azure-mgmt-datafactory==9.3.0
 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-resource==25.0.0
+azure-mgmt-storage==24.0.1
 azure-nspkg==3.0.2
-azure-servicebus==7.11.0
-azure-storage-blob==12.16.0
-azure-storage-common==2.1.0
-azure-storage-file-datalake==12.11.0
-azure-storage-file==2.1.0
+azure-servicebus==7.14.3
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 azure-synapse-spark==0.7.0
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 click-repl==0.3.0
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 colorama==0.4.6
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 defusedxml==0.7.1
 deprecation==2.1.0
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 docopt==0.6.2
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 entrypoints==0.4
-eralchemy2==1.3.7
-et-xmlfile==1.1.0
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-executing==1.2.0
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-googleapis-common-protos==1.59.1
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 grpcio-gcp==0.2.2
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-grpcio==1.59.3
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 hmsclient==0.1.1
-httpcore==0.16.3
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-httpx==0.23.3
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-hvac==1.1.1
-identify==2.5.24
-idna==3.4
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 inflection==0.5.1
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 kylinpy==2.8.4
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 lockfile==0.12.2
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-marshmallow==3.19.0
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 mdurl==0.1.2
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 msrest==0.7.1
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 ordered-set==4.1.0
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 prison==0.2.1
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 ptyprocess==0.7.0
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 pure-sasl==0.6.2
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+pydantic-extra-types==2.11.1
+pydantic-graph==1.84.0
+pydantic-settings==2.13.1
+pydantic==2.13.1
+pydantic_core==2.46.1
+pydata-google-auth==1.9.1
+pydruid==0.6.9
+pyexasol==1.3.0
+pygtrie==2.5.0
+pyiceberg==0.11.1
 pykerberos==1.2.4
-pymongo==4.4.0
-pymssql==2.2.8
-pyodbc==4.0.39
-pyparsing==3.1.0
-pypsrp==0.8.1
-pyrsistent==0.19.3
-pyspark==3.4.1
-pyspnego==0.9.1
-pytest-asyncio==0.21.0
-pytest-capture-warnings==0.0.4
-pytest-cov==4.1.0
-pytest-httpx==0.21.3
-pytest-instafail==0.5.0
-pytest-rerunfailures==12.0
-pytest-timeouts==1.2.1
-pytest-xdist==3.3.1
-pytest==7.4.0
-python-arango==7.5.8
-python-daemon==3.0.1
-python-dateutil==2.8.2
-python-dotenv==1.0.0
+pymongo==4.16.0
+pymssql==2.3.13
+pyodbc==5.3.0
+pyodps==0.12.6
+pyparsing==3.3.2
+pypsrp==0.9.1
+pyroaring==1.0.4
+pyspark-client==4.1.1
+pyspnego==0.12.1
+python-arango==8.3.2
+python-daemon==3.1.2
+python-dateutil==2.9.0.post0
+python-discovery==1.2.2
+python-dotenv==1.2.2
 python-http-client==3.3.7
-python-jenkins==1.7.0
-python-jose==3.3.0
-python-ldap==3.4.3
-python-nvd3==0.15.0
-python-slugify==8.0.1
-python-telegram-bot==20.2
-pytz==2023.3
-pytzdata==2020.1
-pywinrm==0.4.3
-pyzmq==25.1.0
-qds-sdk==1.16.1
-reactivex==4.0.4
-readme-renderer==40.0
-redis==4.6.0
-redshift-connector==2.0.912
-referencing==0.29.1
-regex==2023.6.3
-requests-file==1.5.1
-requests-kerberos==0.14.0
-requests-mock==1.11.0
-requests-ntlm==1.2.0
-requests-oauthlib==1.3.1
+python-jenkins==1.8.3
+python-keycloak==7.1.1
+python-ldap==3.4.5
+python-multipart==0.0.26
+python-slugify==8.0.4
+python-telegram-bot==22.7
+python3-saml==1.16.0
+pytokens==0.4.1
+pytz==2026.1.post1
+pywinrm==0.5.0
+pyzmq==27.1.0
+qdrant-client==1.17.1
+ray==2.55.0
+reactivex==4.1.0
+redis==6.4.0
+redshift_connector==2.1.13
+referencing==0.37.0
+regex==2026.4.4
+requests-file==3.0.1
+requests-kerberos==0.15.0
+requests-oauthlib==2.0.0
 requests-toolbelt==1.0.0
-requests==2.31.0
-responses==0.23.1
-rfc3339-validator==0.1.4
-rfc3986==1.5.0
-rich-argparse==1.2.0
-rich-click==1.6.1
-rich==13.4.2
-rpds-py==0.8.8
-rsa==4.9
-ruff==0.0.277
-s3transfer==0.6.1
-sarif-om==1.0.4
-sasl==0.3.1
-scramp==1.4.4
+requests==2.33.1
+requests_ntlm==1.3.0
+retryhttp==1.4.0
+rich-argparse==1.7.2
+rich-toolkit==0.19.7
+rich==13.9.4
+rpds-py==0.30.0
+rsa==4.9.1
+ruamel.yaml==0.19.1
+s3fs==2026.3.0
+s3transfer==0.16.0
+sagemaker_studio==1.0.26
+scikit-learn==1.5.2
+scipy==1.15.3
+scramp==1.4.8
 scrapbook==0.5.0
-semver==3.0.1
-sendgrid==6.10.0
-sentinels==1.0.0
-sentry-sdk==1.27.1
-setproctitle==1.3.2
-simple-salesforce==1.12.4
-six==1.16.0
-slack-sdk==3.21.3
-smbprotocol==1.10.1
-smmap==5.0.0
-sniffio==1.3.0
-snowballstemmer==2.2.0
-snowflake-connector-python==3.0.4
-snowflake-sqlalchemy==1.4.7
+segment-analytics-python==2.3.6
+sendgrid==6.12.5
+sentry-sdk==2.58.0
+setproctitle==1.3.7
+shellingham==1.5.4
+simple-salesforce==1.12.9
+six==1.17.0
+slack_sdk==3.41.0
+smart_open==7.6.0
+smbprotocol==1.16.1
+smmap==5.0.3
+sniffio==1.3.1
+snowflake-connector-python==4.4.0
+snowflake-snowpark-python==1.49.0
+snowflake-sqlalchemy==1.9.0
 sortedcontainers==2.4.0
-soupsieve==2.4.1
-sphinx-airflow-theme==0.0.12
-sphinx-argparse==0.4.0
-sphinx-autoapi==2.1.1
-sphinx-copybutton==0.5.2
-sphinx-jinja==2.0.2
-sphinx-rtd-theme==1.2.2
-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
-spython==0.3.0
-sqlalchemy-bigquery==1.6.1
-sqlalchemy-drill==1.1.2
-sqlalchemy-redshift==0.8.14
-sqlparse==0.4.4
-sshpubkeys==3.3.1
-sshtunnel==0.4.0
-stack-data==0.6.2
-starkbank-ecdsa==2.2.0
+soupsieve==2.8.3
+spython==0.3.14
+sqlalchemy-bigquery==1.16.0
+sqlalchemy-spanner==1.17.3
+sqlalchemy_drill==1.1.10
+sqlparse==0.5.5
+stack-data==0.6.3
+starlette==0.52.1
 statsd==4.0.1
-sympy==1.12
-tableauserverclient==0.24
-tabulate==0.9.0
-tblib==2.0.0
-tenacity==8.2.2
-termcolor==2.3.0
+std-uritemplate==2.0.8
+strictyaml==1.7.3
+structlog==25.5.0
+svcs==25.1.0
+tableauserverclient==0.40
+tabulate==0.10.0
+tenacity==9.1.4
+teradatasql==20.0.0.56
+teradatasqlalchemy==20.0.0.9
+termcolor==3.3.0
 text-unidecode==1.3
-textwrap3==0.9.2
+textual==6.2.1
+threadpoolctl==3.6.0
 thrift-sasl==0.4.3
 thrift==0.16.0
-time-machine==2.10.0
-tomli==2.0.1
-toolz==0.12.0
-tornado==6.3.2
-towncrier==23.6.0
-tqdm==4.65.0
-traitlets==5.9.0
-trino==0.326.0
-twine==4.0.2
-types-Deprecated==1.2.9.2
-types-Markdown==3.4.2.9
-types-PyMySQL==1.1.0.0
-types-PyYAML==6.0.12.10
-types-boto==2.49.18.8
-types-certifi==2021.10.8.3
-types-croniter==1.4.0.0
-types-docutils==0.20.0.1
-types-paramiko==3.2.0.0
-types-protobuf==4.23.0.1
-types-pyOpenSSL==23.2.0.1
-types-python-dateutil==2.8.19.13
-types-python-slugify==8.0.0.2
-types-pytz==2023.3.0.0
-types-redis==4.6.0.2
-types-requests==2.31.0.1
-types-setuptools==68.0.0.1
-types-tabulate==0.9.0.2
-types-termcolor==1.1.6.2
-types-toml==0.10.8.6
-types-urllib3==1.26.25.13
-typing_extensions==4.7.1
-tzdata==2023.3
-tzlocal==5.0.1
-uc-micro-py==1.0.2
-unicodecsv==0.14.1
-uritemplate==4.1.1
-urllib3==1.26.16
-userpath==1.8.0
-vertica-python==1.3.2
-vine==5.0.0
-virtualenv==20.23.1
-volatile==2.1.0
-watchtower==2.0.1
-wcwidth==0.2.6
+tiktoken==0.12.0
+tinycss2==1.4.0
+tokenizers==0.22.2
+tomli==2.4.1
+tomlkit==0.14.0
+tornado==6.5.5
+tqdm==4.67.3
+traitlets==5.14.3
+trino==0.337.0
+typer==0.24.1
+types-protobuf==7.34.1.20260408
+types-pytz==2026.1.1.20260408
+types-requests==2.33.0.20260408
+typing-inspect==0.9.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2026.1
+tzlocal==5.3.1
+uc-micro-py==2.0.0
+universal_pathlib==0.3.10
+uritemplate==4.2.0
+urllib3==2.6.3
+uuid6==2025.0.1
+uv==0.11.7
+uvicorn==0.44.0
+uvloop==0.22.1
+validators==0.35.0
+vertica-python==1.4.0
+vine==5.1.0
+virtualenv==21.2.4
+watchfiles==1.1.1
+watchtower==3.4.0
+wcwidth==0.6.0
+weaviate-client==4.16.2
 webencodings==0.5.1
-websocket-client==1.6.1
-wrapt==1.15.0
-xmltodict==0.13.0
-yamllint==1.32.0
-yarl==1.9.2
-zeep==4.2.1
-zenpy==2.0.25
-zict==3.0.0
-zipp==3.15.0
-zope.event==5.0
-zope.interface==6.0
-zstandard==0.21.0
\ No newline at end of file
+websocket-client==1.8.0
+websockets==16.0
+wirerope==1.0.0
+wrapt==2.1.2
+xmlsec==1.3.17
+xmltodict==1.0.4
+yandex-query-client==0.1.4
+yandexcloud==0.386.0
+yarl==1.23.0
+ydb-dbapi==0.1.20
+ydb==3.28.0
+zeep==4.3.2
+zenpy==2.0.57
+zipp==3.23.1
+zope.event==6.1
+zope.interface==8.3
+zstandard==0.25.0
\ No newline at end of file
diff --git a/composer/cicd_sample/requirements.txt b/composer/cicd_sample/requirements.txt
index 1eb3eeda323..3fdb3d0d76d 100644
--- a/composer/cicd_sample/requirements.txt
+++ b/composer/cicd_sample/requirements.txt
@@ -1,3 +1,3 @@
 # be sure to update the constraints file to match
 # see https://airflow.apache.org/docs/apache-airflow/stable/installation/installing-from-pypi.html#constraints-files
-apache-airflow==2.6.3
+apache-airflow==3.2.1; python_version >= 3.10
diff --git a/composer/workflows/constraints.txt b/composer/workflows/constraints.txt
index 2345a81ae6b..832acb150f5 100644
--- a/composer/workflows/constraints.txt
+++ b/composer/workflows/constraints.txt
@@ -1,7 +1,6 @@
-
 #
-# This constraints file was automatically generated on 2024-06-06T07:19:46.079179
-# via "eager-upgrade" mechanism of PIP. For the "v2-9-test" branch of Airflow.
+# This constraints file was automatically generated on 2026-04-21T00:39:29.852742
+# via `uv pip install --resolution highest` for the "v3-2-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.
 #
@@ -16,729 +15,696 @@
 # commands that might change the installed version of apache-airflow should include "apache-airflow==X.Y.Z"
 # in the list of install targets to prevent Airflow accidental upgrade or downgrade.
 #
-# Typical installation process of airflow for Python 3.8 is (with random selection of extras and custom
+# Typical installation process of airflow for Python 3.10 is (with random selection of extras and custom
 # dependencies added), usually consists of two steps:
 #
 # 1. Reproducible installation of airflow with selected providers (note constraints are used):
 #
 # pip install "apache-airflow[celery,cncf.kubernetes,google,amazon,snowflake]==X.Y.Z" \
 #     --constraint \
-#    "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.11.txt"
+#    "https://raw.githubusercontent.com/apache/airflow/constraints-X.Y.Z/constraints-3.10.txt"
 #
 # 2. Installing own dependencies that are potentially not matching the constraints (note constraints are not
 #    used, and apache-airflow==X.Y.Z is used to make sure there is no accidental airflow upgrade/downgrade.
 #
 # pip install "apache-airflow==X.Y.Z" "snowflake-connector-python[pandas]=N.M.O"
 #
-Authlib==1.3.1
-Babel==2.15.0
-ConfigUpdater==3.2
-Deprecated==1.2.14
+APScheduler==3.11.2
+Authlib==1.6.11
+Deprecated==1.3.1
 Events==0.5
-Flask-AppBuilder==4.4.1
-Flask-Babel==2.0.0
-Flask-Bcrypt==1.0.1
-Flask-Caching==2.3.0
-Flask-JWT-Extended==4.6.0
-Flask-Limiter==3.7.0
+Flask-JWT-Extended==4.7.1
+Flask-Limiter==3.12
 Flask-Login==0.6.3
-Flask-SQLAlchemy==2.5.1
-Flask-Session==0.5.0
-Flask-WTF==1.2.1
+Flask-SQLAlchemy==3.1.1
+Flask-Session==0.8.0
+Flask-WTF==1.2.2
 Flask==3.1.3
-GitPython==3.1.43
-JPype1==1.5.0
+GitPython==3.1.46
 JayDeBeApi==1.2.3
-Jinja2==3.1.4
-Js2Py==0.74
-Mako==1.3.5
-Markdown==3.6
-MarkupSafe==2.1.5
-PyAthena==3.8.3
-PyGithub==2.3.0
+Jinja2==3.1.6
+Mako==1.3.11
+Markdown==3.10.2
+MarkupSafe==3.0.3
+PyAthena==3.30.1
+PyGithub==2.9.1
 PyHive==0.7.0
-PyJWT==2.8.0
-PyNaCl==1.5.0
-PyYAML==6.0.1
-Pygments==2.18.0
-SQLAlchemy-JSONField==1.0.2
-SQLAlchemy-Utils==0.41.2
-SQLAlchemy==1.4.52
-SecretStorage==3.3.3
-Sphinx==5.3.0
-WTForms==3.1.2
-Werkzeug==3.1.8; python_version >= '3.9'
+PyJWT==2.12.1
+PyMySQL==1.1.2
+PyNaCl==1.6.2
+PyYAML==6.0.3
+Pygments==2.20.0
+SQLAlchemy-Utils==0.42.1
+SQLAlchemy==2.0.49
+SecretStorage==3.5.0
+WTForms==3.2.1
+Werkzeug==3.1.8
+a2wsgi==1.10.10
 adal==1.2.7
-adlfs==2024.4.1
-aiobotocore==2.13.0
-aiofiles==23.2.1
-aiohttp==3.9.5
-aioitertools==0.11.0
-aioresponses==0.7.6
-aiosignal==1.3.1
-alabaster==0.7.16
-alembic==1.13.1
-alibabacloud-adb20211201==1.3.5
-alibabacloud-tea==0.3.6
-alibabacloud_credentials==0.3.3
-alibabacloud_endpoint_util==0.0.3
-alibabacloud_gateway_spi==0.0.1
-alibabacloud_openapi_util==0.2.2
-alibabacloud_tea_openapi==0.3.9
-alibabacloud_tea_util==0.3.12
-alibabacloud_tea_xml==0.0.2
-aliyun-python-sdk-core==2.15.1
-aliyun-python-sdk-kms==2.16.3
-amqp==5.2.0
-analytics-python==1.2.9
+adbc-driver-manager==1.11.0
+adbc-driver-postgresql==1.11.0
+adbc-driver-sqlite==1.11.0
+adlfs==2026.4.0
+aenum==3.1.17
+aiobotocore==3.4.0
+aiofiles==24.1.0
+aiohappyeyeballs==2.6.1
+aiohttp-cors==0.8.1
+aiohttp==3.13.5
+aioitertools==0.13.0
+aiomysql==0.3.2
+aiosignal==1.4.0
+aiosmtplib==5.1.0
+aiosqlite==0.21.0
+airbyte-api==0.53.0
+alembic==1.18.4
+alibabacloud-adb20211201==3.7.1
+alibabacloud-credentials-api==1.0.0
+alibabacloud-credentials==1.0.8
+alibabacloud-oss-v2==1.2.5
+alibabacloud-tea-openapi==0.4.4
+alibabacloud-tea-util==0.3.14
+alibabacloud-tea==0.4.3
+alibabacloud_gateway_spi==0.0.3
+amqp==5.3.1
+annotated-doc==0.0.4
 annotated-types==0.7.0
-ansicolors==1.1.8
-anyascii==0.3.2
-anyio==4.4.0
-apache-airflow-providers-airbyte==3.8.1
-apache-airflow-providers-alibaba==2.8.1
-apache-airflow-providers-amazon==8.24.0
-apache-airflow-providers-apache-beam==5.7.1
-apache-airflow-providers-apache-cassandra==3.5.1
-apache-airflow-providers-apache-drill==2.7.1
-apache-airflow-providers-apache-druid==3.10.1
-apache-airflow-providers-apache-flink==1.4.1
-apache-airflow-providers-apache-hdfs==4.4.1
-apache-airflow-providers-apache-hive==8.1.1
-apache-airflow-providers-apache-iceberg==1.0.0
-apache-airflow-providers-apache-impala==1.4.1
-apache-airflow-providers-apache-kafka==1.4.1
-apache-airflow-providers-apache-kylin==3.6.1
-apache-airflow-providers-apache-livy==3.8.1
-apache-airflow-providers-apache-pig==4.4.1
-apache-airflow-providers-apache-pinot==4.4.1
-apache-airflow-providers-apache-spark==4.8.1
-apache-airflow-providers-apprise==1.3.1
-apache-airflow-providers-arangodb==2.5.1
-apache-airflow-providers-asana==2.5.1
-apache-airflow-providers-atlassian-jira==2.6.1
-apache-airflow-providers-celery==3.7.2
-apache-airflow-providers-cloudant==3.5.1
-apache-airflow-providers-cncf-kubernetes==8.3.1
-apache-airflow-providers-cohere==1.2.1
-apache-airflow-providers-common-io==1.3.2
-apache-airflow-providers-common-sql==1.14.0
-apache-airflow-providers-databricks==6.5.0
-apache-airflow-providers-datadog==3.6.1
-apache-airflow-providers-dbt-cloud==3.8.1
-apache-airflow-providers-dingding==3.5.1
-apache-airflow-providers-discord==3.7.1
-apache-airflow-providers-docker==3.12.0
-apache-airflow-providers-elasticsearch==5.4.1
-apache-airflow-providers-exasol==4.5.1
-apache-airflow-providers-fab==1.1.1
-apache-airflow-providers-facebook==3.5.1
-apache-airflow-providers-ftp==3.9.1
-apache-airflow-providers-github==2.6.1
-apache-airflow-providers-google==10.19.0
-apache-airflow-providers-grpc==3.5.1
-apache-airflow-providers-hashicorp==3.7.1
-apache-airflow-providers-http==4.11.1
-apache-airflow-providers-imap==3.6.1
-apache-airflow-providers-influxdb==2.5.1
-apache-airflow-providers-jdbc==4.3.1
-apache-airflow-providers-jenkins==3.6.1
-apache-airflow-providers-microsoft-azure==10.1.1
-apache-airflow-providers-microsoft-mssql==3.7.1
-apache-airflow-providers-microsoft-psrp==2.7.1
-apache-airflow-providers-microsoft-winrm==3.5.1
-apache-airflow-providers-mongo==4.1.1
-apache-airflow-providers-mysql==5.6.1
-apache-airflow-providers-neo4j==3.6.1
-apache-airflow-providers-odbc==4.6.1
-apache-airflow-providers-openai==1.2.1
-apache-airflow-providers-openfaas==3.5.1
-apache-airflow-providers-openlineage==1.8.0
-apache-airflow-providers-opensearch==1.2.1
-apache-airflow-providers-opsgenie==5.6.1
-apache-airflow-providers-oracle==3.10.1
-apache-airflow-providers-pagerduty==3.7.1
-apache-airflow-providers-papermill==3.7.1
-apache-airflow-providers-pgvector==1.2.1
-apache-airflow-providers-pinecone==2.0.0
-apache-airflow-providers-postgres==5.11.1
-apache-airflow-providers-presto==5.5.1
-apache-airflow-providers-qdrant==1.1.1
-apache-airflow-providers-redis==3.7.1
-apache-airflow-providers-salesforce==5.7.1
-apache-airflow-providers-samba==4.7.1
-apache-airflow-providers-segment==3.5.1
-apache-airflow-providers-sendgrid==3.5.1
-apache-airflow-providers-sftp==4.10.1
-apache-airflow-providers-singularity==3.5.1
-apache-airflow-providers-slack==8.7.1
-apache-airflow-providers-smtp==1.7.1
-apache-airflow-providers-snowflake==5.5.1
-apache-airflow-providers-sqlite==3.8.1
-apache-airflow-providers-ssh==3.11.1
-apache-airflow-providers-tableau==4.5.1
-apache-airflow-providers-tabular==1.5.1
-apache-airflow-providers-telegram==4.5.1
-apache-airflow-providers-teradata==2.2.0
-apache-airflow-providers-trino==5.7.1
-apache-airflow-providers-vertica==3.8.1
-apache-airflow-providers-weaviate==1.4.1
-apache-airflow-providers-yandex==3.11.1
-apache-airflow-providers-zendesk==4.7.1
-apache-beam==2.56.0
-apispec==6.6.1
-apprise==1.8.0
-argcomplete==3.3.0
-asana==3.2.3
-asgiref==3.8.1
+anyio==4.13.0
+apache-airflow-providers-airbyte==5.4.1
+apache-airflow-providers-alibaba==3.3.7
+apache-airflow-providers-amazon==9.25.0
+apache-airflow-providers-apache-cassandra==3.9.4
+apache-airflow-providers-apache-drill==3.3.2
+apache-airflow-providers-apache-druid==4.5.2
+apache-airflow-providers-apache-flink==1.8.4
+apache-airflow-providers-apache-hdfs==4.11.5
+apache-airflow-providers-apache-hive==9.4.2
+apache-airflow-providers-apache-iceberg==2.0.2
+apache-airflow-providers-apache-impala==1.9.2
+apache-airflow-providers-apache-kafka==1.13.2
+apache-airflow-providers-apache-kylin==3.10.4
+apache-airflow-providers-apache-livy==4.5.5
+apache-airflow-providers-apache-pig==4.8.4
+apache-airflow-providers-apache-pinot==4.10.2
+apache-airflow-providers-apache-spark==6.0.1
+apache-airflow-providers-apache-tinkerpop==1.1.3
+apache-airflow-providers-apprise==2.3.3
+apache-airflow-providers-arangodb==2.9.4
+apache-airflow-providers-asana==2.11.3
+apache-airflow-providers-atlassian-jira==3.3.3
+apache-airflow-providers-celery==3.18.0
+apache-airflow-providers-cloudant==4.3.4
+apache-airflow-providers-cncf-kubernetes==10.16.0
+apache-airflow-providers-cohere==1.6.5
+apache-airflow-providers-common-ai==0.1.0
+apache-airflow-providers-common-compat==1.14.3
+apache-airflow-providers-common-io==1.7.2
+apache-airflow-providers-common-messaging==2.0.3
+apache-airflow-providers-common-sql==1.34.0
+apache-airflow-providers-databricks==7.12.1
+apache-airflow-providers-datadog==3.10.4
+apache-airflow-providers-dbt-cloud==4.8.1
+apache-airflow-providers-dingding==3.9.4
+apache-airflow-providers-discord==3.12.2
+apache-airflow-providers-docker==4.5.5
+apache-airflow-providers-edge3==3.4.0
+apache-airflow-providers-elasticsearch==6.5.2
+apache-airflow-providers-exasol==4.10.2
+apache-airflow-providers-fab==3.6.1
+apache-airflow-providers-facebook==3.9.4
+apache-airflow-providers-ftp==3.14.3
+apache-airflow-providers-git==0.3.1
+apache-airflow-providers-github==2.11.2
+apache-airflow-providers-google==21.1.0
+apache-airflow-providers-grpc==3.9.4
+apache-airflow-providers-hashicorp==4.5.2
+apache-airflow-providers-http==6.0.2
+apache-airflow-providers-imap==3.11.2
+apache-airflow-providers-influxdb==2.10.4
+apache-airflow-providers-informatica==0.1.3
+apache-airflow-providers-jdbc==5.4.3
+apache-airflow-providers-jenkins==4.2.5
+apache-airflow-providers-keycloak==0.7.1
+apache-airflow-providers-microsoft-azure==13.1.1
+apache-airflow-providers-microsoft-mssql==4.5.2
+apache-airflow-providers-microsoft-psrp==3.2.5
+apache-airflow-providers-microsoft-winrm==3.14.2
+apache-airflow-providers-mongo==5.3.5
+apache-airflow-providers-mysql==6.5.2
+apache-airflow-providers-neo4j==3.11.5
+apache-airflow-providers-odbc==4.12.2
+apache-airflow-providers-openai==1.7.4
+apache-airflow-providers-openfaas==3.9.4
+apache-airflow-providers-openlineage==2.14.0
+apache-airflow-providers-opensearch==1.9.0
+apache-airflow-providers-opsgenie==5.10.3
+apache-airflow-providers-oracle==4.5.3
+apache-airflow-providers-pagerduty==5.2.5
+apache-airflow-providers-papermill==3.12.3
+apache-airflow-providers-pgvector==1.7.1
+apache-airflow-providers-pinecone==2.4.4
+apache-airflow-providers-postgres==6.6.3
+apache-airflow-providers-presto==5.11.2
+apache-airflow-providers-qdrant==1.5.5
+apache-airflow-providers-redis==4.4.4
+apache-airflow-providers-salesforce==5.14.0
+apache-airflow-providers-samba==4.12.5
+apache-airflow-providers-segment==3.9.4
+apache-airflow-providers-sendgrid==4.2.2
+apache-airflow-providers-sftp==5.7.3
+apache-airflow-providers-singularity==3.9.3
+apache-airflow-providers-slack==9.10.0
+apache-airflow-providers-smtp==2.4.5
+apache-airflow-providers-snowflake==6.12.1
+apache-airflow-providers-sqlite==4.3.2
+apache-airflow-providers-ssh==5.0.0
+apache-airflow-providers-standard==1.12.3
+apache-airflow-providers-tableau==5.4.0
+apache-airflow-providers-telegram==4.9.4
+apache-airflow-providers-teradata==3.5.2
+apache-airflow-providers-trino==6.5.2
+apache-airflow-providers-vertica==4.3.2
+apache-airflow-providers-weaviate==3.3.3
+apache-airflow-providers-yandex==4.4.2
+apache-airflow-providers-ydb==2.5.2
+apache-airflow-providers-zendesk==4.11.3
+apispec==6.10.0
+apprise==1.9.9
+argcomplete==3.6.3
+asana==5.2.4
+asgiref==3.11.1
 asn1crypto==1.5.1
-astroid==2.15.8
-asttokens==2.4.1
-asyncssh==2.14.2
+asttokens==3.0.1
+async-timeout==4.0.3
+asyncpg==0.31.0
+asyncssh==2.22.0
 atlasclient==1.0.0
-atlassian-python-api==3.41.13
-attrs==23.2.0
-aws-sam-translator==1.89.0
-aws-xray-sdk==2.14.0
+atlassian-python-api==4.0.7
+attrs==26.1.0
 azure-batch==14.2.0
 azure-common==1.1.28
-azure-core==1.30.1
-azure-cosmos==4.7.0
+azure-core==1.39.0
+azure-cosmos==4.15.0
 azure-datalake-store==0.0.53
-azure-identity==1.16.0
-azure-keyvault-secrets==4.8.0
-azure-kusto-data==4.4.1
+azure-identity==1.25.3
+azure-keyvault-secrets==4.10.0
+azure-kusto-data==6.0.3
+azure-mgmt-compute==37.2.0
 azure-mgmt-containerinstance==10.1.0
-azure-mgmt-containerregistry==10.3.0
-azure-mgmt-core==1.4.0
-azure-mgmt-cosmosdb==9.5.0
-azure-mgmt-datafactory==7.1.0
+azure-mgmt-containerregistry==15.0.0
+azure-mgmt-core==1.6.0
+azure-mgmt-cosmosdb==9.9.0
+azure-mgmt-datafactory==9.3.0
 azure-mgmt-datalake-nspkg==3.0.1
 azure-mgmt-datalake-store==0.5.0
 azure-mgmt-nspkg==3.0.2
-azure-mgmt-resource==23.1.1
-azure-mgmt-storage==21.1.0
+azure-mgmt-resource==25.0.0
+azure-mgmt-storage==24.0.1
 azure-nspkg==3.0.2
-azure-servicebus==7.12.2
-azure-storage-blob==12.20.0
-azure-storage-file-datalake==12.15.0
-azure-storage-file-share==12.16.0
-azure-synapse-artifacts==0.19.0
+azure-servicebus==7.14.3
+azure-storage-blob==12.28.0
+azure-storage-file-datalake==12.23.0
+azure-storage-file-share==12.24.0
+azure-synapse-artifacts==0.22.0
 azure-synapse-spark==0.7.0
+babel==2.18.0
 backoff==2.2.1
+backports.strenum==1.3.1
 backports.tarfile==1.2.0
-bcrypt==4.1.3
-beautifulsoup4==4.12.3
-billiard==4.2.0
-bitarray==2.9.2
-black==24.4.2
-blinker==1.8.2
-boto3==1.34.106
-botocore==1.34.106
-cachelib==0.9.0
-cachetools==5.3.3
-cassandra-driver==3.29.1
-cattrs==23.2.3
-celery==5.4.0
-certifi==2024.6.2
-cffi==1.16.0
-cfgv==3.4.0
-cfn-lint==0.87.4
-cgroupspy==0.2.3
-chardet==5.2.0
-charset-normalizer==3.3.2
-checksumdir==1.2.0
-ciso8601==2.3.1
+bcrypt==5.0.0
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+bitarray==3.8.1
+black==26.3.1
+bleach==6.3.0
+blinker==1.9.0
+boto3==1.42.84
+botocore==1.42.84
+cachelib==0.13.0
+cachetools==6.2.6
+cadwyn==6.2.0
+cassandra-driver==3.30.0
+cattrs==26.1.0
+celery==5.6.3
+certifi==2026.2.25
+cffi==2.0.0
+chardet==6.0.0.post1
+charset-normalizer==3.4.7
+ciso8601==2.3.3
 click-didyoumean==0.3.1
-click-plugins==1.1.1
+click-plugins==1.1.1.2
 click-repl==0.3.0
-click==8.1.7
-clickclick==20.10.2
-cloudant==2.15.0
-cloudpickle==2.2.1
-cohere==4.57
+click==8.3.2
+cloudpickle==3.1.1
+cohere==5.21.1
 colorama==0.4.6
-colorlog==4.8.0
-comm==0.2.2
-confluent-kafka==2.4.0
-connexion==2.14.2
-coverage==7.5.3
-crcmod==1.7
-cron-descriptor==1.4.3
-croniter==2.0.5
-cryptography==41.0.7
-curlify==2.2.1
-databricks-sql-connector==2.9.6
-datadog==0.49.1
-db-dtypes==1.2.0
-debugpy==1.8.1
-decorator==5.1.1
+colorful==0.5.8
+colorlog==6.10.1
+comm==0.2.3
+confluent-kafka==2.14.0
+crcmod-plus==2.3.1
+cron_descriptor==2.0.8
+croniter==6.2.2
+cryptography==46.0.7
+curlify==3.0.0
+darabonba-core==1.0.5
+databricks-sql-connector==4.2.5
+dataclasses-json==0.6.7
+datadog==0.52.1
+db-dtypes==1.5.1
+debugpy==1.8.20
+decorator==5.2.1
 defusedxml==0.7.1
-deltalake==0.17.4
-diagrams==0.23.4
-dill==0.3.1.1
-distlib==0.3.8
+deprecation==2.1.0
+dill==0.4.1
+distlib==0.4.0
 distro==1.9.0
-dnspython==2.6.1
+dnspython==2.8.0
 docker==7.1.0
 docopt==0.6.2
-docstring_parser==0.16
-docutils==0.16
-duckdb==1.0.0
-elastic-transport==8.13.1
-elasticsearch==8.13.2
-email_validator==2.1.1
+docstring_parser==0.18.0
+durationpy==0.10
+elastic-transport==9.2.1
+elasticsearch==9.3.0
+email-validator==2.3.0
 entrypoints==0.4
-eralchemy2==1.4.1
-et-xmlfile==1.1.0
-eventlet==0.36.1
-execnet==2.1.1
-executing==2.0.1
-facebook_business==19.0.3
-fastavro==1.9.4
-fasteners==0.19
-fastjsonschema==2.19.1
-filelock==3.14.0
+et_xmlfile==2.0.0
+eventlet==0.41.0
+exceptiongroup==1.3.1
+executing==2.2.1
+facebook_business==25.0.1
+fastapi-cli==0.0.24
+fastapi==0.136.0
+fastavro==1.12.1
+fastjsonschema==2.21.2
+fastuuid==0.14.0
+filelock==3.28.0
+flask-appbuilder==5.2.0
+flask-babel==4.0.0
 flower==2.0.1
-frozenlist==1.4.1
-fsspec==2023.12.2
+frozenlist==1.8.0
+fsspec==2026.3.0
 future==1.0.0
-gcloud-aio-auth==4.2.3
+gcloud-aio-auth==5.4.4
 gcloud-aio-bigquery==7.1.0
-gcloud-aio-storage==9.2.0
-gcsfs==2023.12.2.post1
-geomet==0.2.1.post1
-gevent==24.2.1
-gitdb==4.0.11
-google-ads==24.0.0
-google-analytics-admin==0.22.7
-google-api-core==2.19.0
-google-api-python-client==2.132.0
-google-auth-httplib2==0.2.0
-google-auth-oauthlib==1.2.0
-google-auth==2.29.0
-google-cloud-aiplatform==1.53.0
-google-cloud-appengine-logging==1.4.3
-google-cloud-audit-log==0.2.5
-google-cloud-automl==2.13.3
-google-cloud-batch==0.17.21
-google-cloud-bigquery-datatransfer==3.15.3
-google-cloud-bigquery==3.20.1
-google-cloud-bigtable==2.23.1
-google-cloud-build==3.24.0
-google-cloud-compute==1.19.0
-google-cloud-container==2.46.0
-google-cloud-core==2.4.1
-google-cloud-datacatalog==3.19.0
-google-cloud-dataflow-client==0.8.10
-google-cloud-dataform==0.5.9
-google-cloud-dataplex==2.0.0
-google-cloud-dataproc-metastore==1.15.3
-google-cloud-dataproc==5.9.3
-google-cloud-dlp==3.18.0
-google-cloud-kms==2.23.0
-google-cloud-language==2.13.3
-google-cloud-logging==3.10.0
-google-cloud-memcache==1.9.3
-google-cloud-monitoring==2.21.0
-google-cloud-orchestration-airflow==1.12.1
-google-cloud-os-login==2.14.3
-google-cloud-pubsub==2.21.2
-google-cloud-redis==2.15.3
-google-cloud-resource-manager==1.12.3
-google-cloud-run==0.10.5
-google-cloud-secret-manager==2.20.0
-google-cloud-spanner==3.47.0
-google-cloud-speech==2.26.0
-google-cloud-storage-transfer==1.11.3
-google-cloud-storage==2.16.0
-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==1.1.20240601
-google-resumable-media==2.7.0
-googleapis-common-protos==1.63.1
-graphql-core==3.2.3
-graphviz==0.20.3
-greenlet==3.0.3
-grpc-google-iam-v1==0.13.0
+gcloud-aio-storage==9.6.4
+gcsfs==2026.3.0
+genai-prices==0.0.56
+geomet==1.1.0
+gevent==26.4.0
+gitdb==4.0.12
+google-ads==30.0.0
+google-analytics-admin==0.28.0
+google-api-core==2.30.3
+google-api-python-client==2.194.0
+google-auth-httplib2==0.3.1
+google-auth-oauthlib==1.3.1
+google-auth==2.49.2
+google-cloud-aiplatform==1.148.0
+google-cloud-alloydb==0.9.0
+google-cloud-appengine-logging==1.9.0
+google-cloud-audit-log==0.5.0
+google-cloud-automl==2.19.0
+google-cloud-batch==0.21.0
+google-cloud-bigquery-datatransfer==3.22.0
+google-cloud-bigquery-storage==2.37.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigtable==2.36.0
+google-cloud-build==3.36.0
+google-cloud-compute==1.47.0
+google-cloud-container==2.64.0
+google-cloud-core==2.5.1
+google-cloud-datacatalog==3.30.0
+google-cloud-dataflow-client==0.13.0
+google-cloud-dataform==0.10.0
+google-cloud-dataplex==2.18.0
+google-cloud-dataproc-metastore==1.22.0
+google-cloud-dataproc==5.27.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.12.0
+google-cloud-language==2.20.0
+google-cloud-logging==3.15.0
+google-cloud-managedkafka==0.4.0
+google-cloud-memcache==1.15.0
+google-cloud-monitoring==2.30.0
+google-cloud-orchestration-airflow==1.20.0
+google-cloud-os-login==2.20.0
+google-cloud-pubsub==2.37.0
+google-cloud-redis==2.21.0
+google-cloud-resource-manager==1.17.0
+google-cloud-run==0.16.0
+google-cloud-secret-manager==2.27.0
+google-cloud-spanner==3.65.0
+google-cloud-speech==2.38.0
+google-cloud-storage-control==1.11.0
+google-cloud-storage-transfer==1.20.0
+google-cloud-storage==3.10.1
+google-cloud-tasks==2.22.0
+google-cloud-texttospeech==2.36.0
+google-cloud-translate==3.26.0
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
+google-cloud-workflows==1.21.0
+google-crc32c==1.8.0
+google-genai==1.73.1
+google-resumable-media==2.8.2
+googleapis-common-protos==1.74.0
+graphviz==0.21
+greenback==1.3.0
+greenlet==3.4.0
+gremlinpython==3.8.1
+griffelib==2.0.2
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio-gcp==0.2.2
-grpcio-status==1.62.2
-grpcio-tools==1.62.2
-grpcio==1.64.1
-gssapi==1.8.3
-gunicorn==22.0.0
-h11==0.14.0
-h2==4.1.0
-hatch==1.12.0
-hatchling==1.24.2
+grpcio-health-checking==1.80.0
+grpcio-status==1.80.0
+grpcio-tools==1.80.0
+grpcio==1.80.0
+gssapi==1.11.1
+gunicorn==25.3.0
+h11==0.16.0
+h2==4.3.0
 hdfs==2.7.3
+hf-xet==1.4.3
 hmsclient==0.1.1
-hpack==4.0.0
-httpcore==0.16.3
-httplib2==0.22.0
-httpx==0.23.3
-humanize==4.9.0
-hvac==2.2.0
-hyperframe==6.0.1
-hyperlink==21.0.0
-icdiff==2.0.7
-identify==2.5.36
-idna==3.7
-ijson==3.2.3
-imagesize==1.4.1
-importlib-metadata==6.11.0
-importlib_resources==6.4.0
-impyla==0.19.0
-incremental==22.10.0
+hpack==4.1.0
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+httplib2==0.31.2
+httptools==0.7.1
+httpx==0.28.1
+huggingface_hub==1.11.0
+humanize==4.15.0
+hvac==2.4.0
+hyperframe==6.1.0
+ibm-cloud-sdk-core==3.24.4
+ibmcloudant==0.11.5
+idna==3.11
+ijson==3.4.0.post0
+immutabledict==4.3.1
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+impyla==0.22.0
 inflection==0.5.1
-influxdb-client==1.43.0
-iniconfig==2.0.0
-ipdb==0.13.13
-ipykernel==6.29.4
-ipython==8.25.0
-isodate==0.6.1
+influxdb-client==1.50.0
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+ipython==8.39.0
+isodate==0.7.2
 itsdangerous==2.2.0
 jaraco.classes==3.4.0
-jaraco.context==5.3.0
-jaraco.functools==4.0.1
-jedi==0.19.1
-jeepney==0.8.0
-jmespath==0.10.0
-joserfc==0.11.1
-jschema-to-python==1.2.3
-json-merge-patch==0.2
-jsondiff==2.0.0
-jsonpatch==1.33
-jsonpath-ng==1.6.1
-jsonpickle==3.0.4
-jsonpointer==2.4
-jsonschema-path==0.3.2
-jsonschema-specifications==2023.12.1
-jsonschema==4.22.0
-junit-xml==1.9
-jupyter_client==8.6.2
-jupyter_core==5.7.2
-keyring==25.2.1
-kombu==5.3.7
-krb5==0.5.1
-kubernetes==29.0.0
-kubernetes_asyncio==29.0.0
+jaraco.context==6.1.2
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+jpype1==1.7.0
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+jsonschema==4.26.0
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+jwcrypto==1.5.7
+keyring==25.7.0
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+krb5==0.9.0
+kubernetes==35.0.0
+kubernetes_asyncio==35.0.1
 kylinpy==2.8.4
-lazy-object-proxy==1.10.0
-ldap3==2.9.1
-limits==3.12.0
-linkify-it-py==2.0.3
+lazy-object-proxy==1.12.0
+libcst==1.8.6
+limits==5.8.0
+linkify-it-py==2.1.0
+litellm==1.82.6
 lockfile==0.12.2
-loguru==0.7.2
-looker-sdk==24.8.0
-lxml==5.2.2
-lz4==4.3.3
-markdown-it-py==3.0.0
-marshmallow-oneofschema==3.1.1
-marshmallow-sqlalchemy==0.28.2
-marshmallow==3.21.3
-matplotlib-inline==0.1.7
-mdit-py-plugins==0.4.1
+logfire-api==4.32.1
+looker_sdk==26.6.1
+lxml==6.0.2
+lz4==4.4.5
+markdown-it-py==4.0.0
+marshmallow-sqlalchemy==1.5.0
+marshmallow==3.26.2
+matplotlib-inline==0.2.1
+mdit-py-plugins==0.5.0
 mdurl==0.1.2
+memray==1.19.3
+mergedeep==1.3.4
 methodtools==0.4.7
-microsoft-kiota-abstractions==1.3.3
-microsoft-kiota-authentication-azure==1.0.0
-microsoft-kiota-http==1.3.1
-mmhash3==3.0.1
-mongomock==4.1.2
-more-itertools==10.2.0
-moto==5.0.9
-mpmath==1.3.0
-msal-extensions==1.1.0
-msal==1.28.0
-msgraph-core==1.0.0
+microsoft-kiota-abstractions==1.10.1
+microsoft-kiota-authentication-azure==1.10.1
+microsoft-kiota-http==1.10.1
+microsoft-kiota-serialization-json==1.10.1
+microsoft-kiota-serialization-text==1.10.1
+mistune==3.2.0
+mmh3==5.2.1
+more-itertools==11.0.2
+msal-extensions==1.3.1
+msal==1.36.0
+msgpack==1.1.2
+msgraph-core==1.3.8
+msgraphfs==0.4
+msgspec==0.21.1
 msrest==0.7.1
 msrestazure==0.6.4.post1
 multi_key_dict==2.0.3
-multidict==6.0.5
-mypy-boto3-appflow==1.34.0
-mypy-boto3-rds==1.34.116
-mypy-boto3-redshift-data==1.34.0
-mypy-boto3-s3==1.34.120
-mypy-extensions==1.0.0
-mypy==1.9.0
-mysql-connector-python==8.4.0
-mysqlclient==2.2.4
-nbclient==0.10.0
+multidict==6.7.1
+mypy_extensions==1.1.0
+mysql-connector-python==9.6.0
+mysqlclient==2.2.8
+natsort==8.4.0
+nbclient==0.10.4
+nbconvert==7.17.1
 nbformat==5.10.4
-neo4j==5.20.0
+neo4j==6.1.0
 nest-asyncio==1.6.0
-networkx==3.3
-nh3==0.2.17
-nodeenv==1.9.1
-numpy==1.26.4
-oauthlib==3.2.2
-objsize==0.7.0
-openai==1.31.1
-openapi-schema-validator==0.6.2
-openapi-spec-validator==0.7.1
-openlineage-integration-common==1.16.0
-openlineage-python==1.16.0
-openlineage_sql==1.16.0
-openpyxl==3.1.3
-opensearch-py==2.6.0
-opentelemetry-api==1.25.0
-opentelemetry-exporter-otlp-proto-common==1.25.0
-opentelemetry-exporter-otlp-proto-grpc==1.25.0
-opentelemetry-exporter-otlp-proto-http==1.25.0
-opentelemetry-exporter-otlp==1.25.0
-opentelemetry-exporter-prometheus==0.46b0
-opentelemetry-proto==1.25.0
-opentelemetry-sdk==1.25.0
-opentelemetry-semantic-conventions==0.46b0
+numpy==2.2.6
+oauthlib==3.3.1
+openai==2.32.0
+opencensus-context==0.1.3
+opencensus==0.11.4
+openlineage-integration-common==1.46.0
+openlineage-python==1.46.0
+openlineage_sql==1.46.0
+openpyxl==3.1.5
+opensearch-protobufs==0.19.0
+opensearch-py==3.1.0
+opentelemetry-api==1.41.0
+opentelemetry-exporter-otlp-proto-common==1.41.0
+opentelemetry-exporter-otlp-proto-grpc==1.41.0
+opentelemetry-exporter-otlp-proto-http==1.41.0
+opentelemetry-exporter-otlp==1.41.0
+opentelemetry-exporter-prometheus==0.62b0
+opentelemetry-proto==1.41.0
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.41.0
+opentelemetry-semantic-conventions==0.62b0
 opsgenie-sdk==2.1.5
-oracledb==2.2.1
+oracledb==3.4.2
 ordered-set==4.1.0
-orjson==3.10.3
-oss2==2.18.5
-packaging==24.0
-pandas-gbq==0.23.0
-pandas-stubs==2.2.2.240603
-pandas==2.1.4
-papermill==2.6.0
-paramiko==3.4.0
-parso==0.8.4
-pathable==0.4.3
-pathspec==0.12.1
-pbr==6.0.0
-pdpyras==5.2.0
-pendulum==3.0.0
+orjson==3.11.8
+outcome==1.3.0.post0
+packaging==26.1
+pagerduty==6.2.1
+pandas-gbq==0.35.0
+pandas-stubs==2.3.3.260113
+pandas==2.3.3
+pandocfilters==1.5.1
+papermill==2.7.0
+paramiko==3.5.1
+parso==0.8.6
+pathlib_abc==0.5.2
+pathspec==1.0.4
+pbr==7.0.3
+pendulum==3.2.0
 pexpect==4.9.0
-pgvector==0.2.5
-pinecone-client==4.1.1
+pgvector==0.4.2
+pinecone-plugin-assistant==3.0.3
 pinecone-plugin-interface==0.0.7
-pinotdb==5.2.0
-pipdeptree==2.22.0
-pipx==1.6.0
-pkginfo==1.11.0
-platformdirs==4.2.2
-pluggy==1.5.0
-ply==3.11
-plyvel==1.5.1
-portalocker==2.8.2
-pprintpp==0.4.0
-pre-commit==3.7.1
+pinecone==8.1.2
+pinotdb==9.1.1
+platformdirs==4.9.6
+pluggy==1.6.0
+polars-runtime-32==1.39.3
+polars==1.39.3
+portalocker==3.2.0
 presto-python-client==0.8.4
 prison==0.2.1
-prometheus_client==0.20.0
-prompt_toolkit==3.0.46
-proto-plus==1.23.0
-protobuf==4.25.3
-psutil==5.9.8
-psycopg2-binary==2.9.9
+prometheus_client==0.25.0
+prompt_toolkit==3.0.52
+propcache==0.4.1
+proto-plus==1.27.2
+protobuf==6.33.6
+psutil==7.2.2
+psycopg2-binary==2.9.11
 ptyprocess==0.7.0
-pure-eval==0.2.2
 pure-sasl==0.6.2
-py-partiql-parser==0.5.5
-py4j==0.10.9.7
-pyOpenSSL==24.1.0
-pyarrow-hotfix==0.6
-pyarrow==14.0.2
-pyasn1-modules==0.3.0
-pyasn1==0.5.1
-pycountry==24.6.1
-pycparser==2.22
-pycryptodome==3.20.0
-pydantic==2.7.3
-pydantic_core==2.18.4
-pydata-google-auth==1.8.2
-pydot==1.4.2
+pure_eval==0.2.3
+py-spy==0.4.1
+pyOpenSSL==26.0.0
+pyarrow==23.0.1
+pyasn1==0.6.3
+pyasn1_modules==0.4.2
+pybreaker==1.4.1
+pycountry==26.2.16
+pycparser==3.0
+pycryptodome==3.23.0
+pydantic-ai-slim==1.84.0
+pydantic-extra-types==2.11.1
+pydantic-graph==1.84.0
+pydantic-settings==2.13.1
+pydantic==2.13.1
+pydantic_core==2.46.1
+pydata-google-auth==1.9.1
 pydruid==0.6.9
-pyenchant==3.2.2
-pyexasol==0.25.2
-pygraphviz==1.13
-pyiceberg==0.6.1
-pyjsparser==2.7.1
+pyexasol==1.3.0
+pygtrie==2.5.0
+pyiceberg==0.11.1
 pykerberos==1.2.4
-pymongo==4.7.3
-pymssql==2.3.0
-pyodbc==5.1.0
-pyparsing==3.1.2
-pypsrp==0.8.1
-pyspark==3.5.1
-pyspnego==0.10.2
-pytest-asyncio==0.23.7
-pytest-cov==5.0.0
-pytest-custom-exit-code==0.3.0
-pytest-icdiff==0.9
-pytest-instafail==0.5.0
-pytest-mock==3.14.0
-pytest-rerunfailures==14.0
-pytest-timeouts==1.2.1
-pytest-xdist==3.6.1
-pytest==7.4.4
-python-arango==8.0.0
-python-daemon==3.0.1
+pymongo==4.16.0
+pymssql==2.3.13
+pyodbc==5.3.0
+pyodps==0.12.6
+pyparsing==3.3.2
+pypsrp==0.9.1
+pyroaring==1.0.4
+pyspark-client==4.1.1
+pyspnego==0.12.1
+python-arango==8.3.2
+python-daemon==3.1.2
 python-dateutil==2.9.0.post0
-python-dotenv==1.0.1
+python-discovery==1.2.2
+python-dotenv==1.2.2
 python-http-client==3.3.7
-python-jenkins==1.8.2
-python-ldap==3.4.4
-python-nvd3==0.16.0
+python-jenkins==1.8.3
+python-keycloak==7.1.1
+python-ldap==3.4.5
+python-multipart==0.0.26
 python-slugify==8.0.4
-python-telegram-bot==20.2
+python-telegram-bot==22.7
 python3-saml==1.16.0
-pytz==2024.1
-pywinrm==0.4.3
-pyzmq==26.0.3
-qdrant-client==1.9.1
-reactivex==4.0.4
-readme_renderer==43.0
-redis==5.0.4
-redshift-connector==2.1.1
-referencing==0.31.1
-regex==2024.5.15
-requests-file==2.1.0
+pytokens==0.4.1
+pytz==2026.1.post1
+pywinrm==0.5.0
+pyzmq==27.1.0
+qdrant-client==1.17.1
+ray==2.55.0
+reactivex==4.1.0
+redis==6.4.0
+redshift_connector==2.1.13
+referencing==0.37.0
+regex==2026.4.4
+requests-file==3.0.1
 requests-kerberos==0.15.0
-requests-mock==1.12.1
-requests-ntlm==1.2.0
-requests-oauthlib==1.3.1
+requests-oauthlib==2.0.0
 requests-toolbelt==1.0.0
-requests==2.31.0
-responses==0.25.0
-restructuredtext_lint==1.4.0
-rfc3339-validator==0.1.4
-rfc3986==1.5.0
-rich-argparse==1.5.0
-rich-click==1.8.2
-rich==13.7.1
-rpds-py==0.18.1
-rsa==4.9
-ruff==0.3.3
-s3fs==2023.12.2
-s3transfer==0.10.1
-sarif-om==1.0.4
-scramp==1.4.5
+requests==2.33.1
+requests_ntlm==1.3.0
+retryhttp==1.4.0
+rich-argparse==1.7.2
+rich-toolkit==0.19.7
+rich==13.9.4
+rpds-py==0.30.0
+rsa==4.9.1
+ruamel.yaml==0.19.1
+s3fs==2026.3.0
+s3transfer==0.16.0
+sagemaker_studio==1.0.26
+scikit-learn==1.5.2
+scipy==1.15.3
+scramp==1.4.8
 scrapbook==0.5.0
-semver==3.0.2
-sendgrid==6.11.0
-sentinels==1.0.0
-sentry-sdk==2.4.0
-setproctitle==1.3.3
-shapely==2.0.4
+segment-analytics-python==2.3.6
+sendgrid==6.12.5
+sentry-sdk==2.58.0
+setproctitle==1.3.7
 shellingham==1.5.4
-simple-salesforce==1.12.6
-six==1.16.0
-slack_sdk==3.27.2
-smbprotocol==1.13.0
-smmap==5.0.1
+simple-salesforce==1.12.9
+six==1.17.0
+slack_sdk==3.41.0
+smart_open==7.6.0
+smbprotocol==1.16.1
+smmap==5.0.3
 sniffio==1.3.1
-snowballstemmer==2.2.0
-snowflake-connector-python==3.10.1
-snowflake-sqlalchemy==1.5.3
+snowflake-connector-python==4.4.0
+snowflake-snowpark-python==1.49.0
+snowflake-sqlalchemy==1.9.0
 sortedcontainers==2.4.0
-soupsieve==2.5
-sphinx-airflow-theme==0.0.12
-sphinx-argparse==0.4.0
-sphinx-autoapi==2.1.1
-sphinx-copybutton==0.5.2
-sphinx-jinja==2.0.2
-sphinx-rtd-theme==2.0.0
-sphinx_design==0.6.0
-sphinxcontrib-applehelp==1.0.8
-sphinxcontrib-devhelp==1.0.6
-sphinxcontrib-htmlhelp==2.0.5
-sphinxcontrib-httpdomain==1.8.1
-sphinxcontrib-jquery==4.1
-sphinxcontrib-jsmath==1.0.1
-sphinxcontrib-qthelp==1.0.7
-sphinxcontrib-redoc==1.6.0
-sphinxcontrib-serializinghtml==1.1.5
-sphinxcontrib-spelling==8.0.0
-spython==0.3.13
-sqlalchemy-bigquery==1.11.0
-sqlalchemy-redshift==0.8.14
-sqlalchemy-spanner==1.7.0
-sqlalchemy_drill==1.1.4
-sqlparse==0.5.0
-sshtunnel==0.4.0
+soupsieve==2.8.3
+spython==0.3.14
+sqlalchemy-bigquery==1.16.0
+sqlalchemy-spanner==1.17.3
+sqlalchemy_drill==1.1.10
+sqlparse==0.5.5
 stack-data==0.6.3
-starkbank-ecdsa==2.2.0
+starlette==0.52.1
 statsd==4.0.1
-std-uritemplate==0.0.57
+std-uritemplate==2.0.8
 strictyaml==1.7.3
-sympy==1.12.1
-tableauserverclient==0.19.0
-tabulate==0.9.0
-tenacity==8.3.0
-teradatasql==20.0.0.12
-teradatasqlalchemy==20.0.0.1
-termcolor==2.4.0
+structlog==25.5.0
+svcs==25.1.0
+tableauserverclient==0.40
+tabulate==0.10.0
+tenacity==9.1.4
+teradatasql==20.0.0.56
+teradatasqlalchemy==20.0.0.9
+termcolor==3.3.0
 text-unidecode==1.3
+textual==6.2.1
+threadpoolctl==3.6.0
 thrift-sasl==0.4.3
 thrift==0.16.0
-time-machine==2.14.1
-tomli_w==1.0.0
-tomlkit==0.12.5
-tornado==6.4
-towncrier==23.11.0
-tqdm==4.66.4
+tiktoken==0.12.0
+tinycss2==1.4.0
+tokenizers==0.22.2
+tomli==2.4.1
+tomlkit==0.14.0
+tornado==6.5.5
+tqdm==4.67.3
 traitlets==5.14.3
-trino==0.328.0
-trove-classifiers==2024.5.22
-twine==5.1.0
-typed-ast==1.5.5
-types-Deprecated==1.2.9.20240311
-types-Markdown==3.6.0.20240316
-types-PyMySQL==1.1.0.20240524
-types-PyYAML==6.0.12.20240311
-types-aiofiles==23.2.0.20240403
-types-certifi==2021.10.8.3
-types-cffi==1.16.0.20240331
-types-croniter==2.0.0.20240423
-types-docutils==0.21.0.20240423
-types-paramiko==3.4.0.20240423
-types-protobuf==5.26.0.20240422
-types-pyOpenSSL==24.1.0.20240425
-types-python-dateutil==2.9.0.20240316
-types-python-slugify==8.0.2.20240310
-types-pytz==2024.1.0.20240417
-types-redis==4.6.0.20240425
-types-requests==2.32.0.20240602
-types-setuptools==70.0.0.20240524
-types-tabulate==0.9.0.20240106
-types-termcolor==1.1.6.2
-types-toml==0.10.8.20240310
-typing_extensions==4.12.1
-tzdata==2024.1
-tzlocal==5.2
-uc-micro-py==1.0.3
-unicodecsv==0.14.1
-universal_pathlib==0.2.2
-uritemplate==4.1.1
-urllib3==2.2.1
-userpath==1.9.2
-uv==0.2.2
-validators==0.28.3
-vertica-python==1.3.8
+trino==0.337.0
+typer==0.24.1
+types-protobuf==7.34.1.20260408
+types-pytz==2026.1.1.20260408
+types-requests==2.33.0.20260408
+typing-inspect==0.9.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2026.1
+tzlocal==5.3.1
+uc-micro-py==2.0.0
+universal_pathlib==0.3.10
+uritemplate==4.2.0
+urllib3==2.6.3
+uuid6==2025.0.1
+uv==0.11.7
+uvicorn==0.44.0
+uvloop==0.22.1
+validators==0.35.0
+vertica-python==1.4.0
 vine==5.1.0
-virtualenv==20.26.2
-watchtower==3.2.0
-wcwidth==0.2.13
-weaviate-client==3.26.2
+virtualenv==21.2.4
+watchfiles==1.1.1
+watchtower==3.4.0
+wcwidth==0.6.0
+weaviate-client==4.16.2
+webencodings==0.5.1
 websocket-client==1.8.0
-wirerope==0.4.7
-wrapt==1.16.0
-xmlsec==1.3.13
-xmltodict==0.13.0
-yamllint==1.35.1
+websockets==16.0
+wirerope==1.0.0
+wrapt==2.1.2
+xmlsec==1.3.17
+xmltodict==1.0.4
 yandex-query-client==0.1.4
-yandexcloud==0.291.0
-yarl==1.9.4
-zeep==4.2.1
-zenpy==2.0.49
-zipp==3.19.2
-zope.event==5.0
-zope.interface==6.4.post2
-zstandard==0.22.0
\ No newline at end of file
+yandexcloud==0.386.0
+yarl==1.23.0
+ydb-dbapi==0.1.20
+ydb==3.28.0
+zeep==4.3.2
+zenpy==2.0.57
+zipp==3.23.1
+zope.event==6.1
+zope.interface==8.3
+zstandard==0.25.0
\ No newline at end of file
diff --git a/composer/workflows/requirements.txt b/composer/workflows/requirements.txt
index cb473b0dfc4..998b36e8f2f 100644
--- a/composer/workflows/requirements.txt
+++ b/composer/workflows/requirements.txt
@@ -4,6 +4,6 @@
 # For the complete list of supported provider extras see:
 #		https://github.com/apache/airflow/blob/main/pyproject.toml
 
-apache-airflow[amazon,apache.beam,cncf.kubernetes,google,microsoft.azure,openlineage,postgres]==2.9.2
+apache-airflow[amazon,apache.beam,cncf.kubernetes,google,microsoft.azure,openlineage,postgres]==3.2.1; python_version >= 3.10
 google-cloud-dataform==0.5.9  # Used in Dataform operators
 scipy==1.14.1
\ No newline at end of file