diff --git a/sdks/python/container/base_image_requirements_manual.txt b/sdks/python/container/base_image_requirements_manual.txt
index 086ed1a7df90c..be917887402b5 100644
--- a/sdks/python/container/base_image_requirements_manual.txt
+++ b/sdks/python/container/base_image_requirements_manual.txt
@@ -32,11 +32,9 @@ cython<1
 # some versions of libraries that launch Beam pipelines, like tensorflow-transform.
 # Leaving 'future' in our containers for now prevent breaking tft users.
 future
-# TODO: Uncomment python version once guppy supports it.
-# https://github.com/apache/beam/issues/25984
 # TODO(https://github.com/GoogleCloudPlatform/cloud-profiler-python/issues/127): Unpin python version.
 google-cloud-profiler;python_version<"3.11"
-guppy3;python_version<"3.11"  # Memory profiler
+guppy3
 mmh3  # Optimizes execution of some Beam codepaths. TODO: Make it Beam's dependency.
 nltk  # Commonly used for natural language processing.
 nose==1.3.7  # For Dataflow internal testing. TODO: remove this.
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index b530ec61432fd..47c2dd38a3563 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -65,7 +65,7 @@ google-cloud-profiler==4.0.0
 google-cloud-pubsub==2.17.0
 google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.33.0
+google-cloud-spanner==3.34.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index 6e7b52fa159ea..b4ccedd068b17 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -62,7 +62,7 @@ google-cloud-language==2.9.1
 google-cloud-pubsub==2.17.0
 google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.33.0
+google-cloud-spanner==3.34.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
@@ -73,6 +73,7 @@ greenlet==2.0.2
 grpc-google-iam-v1==0.12.6
 grpcio==1.54.2
 grpcio-status==1.54.2
+guppy3==3.1.3
 h5py==3.8.0
 hdfs==2.7.0
 httplib2==0.22.0
diff --git a/sdks/python/container/py37/base_image_requirements.txt b/sdks/python/container/py37/base_image_requirements.txt
index 79522607ea590..52e737418bae4 100644
--- a/sdks/python/container/py37/base_image_requirements.txt
+++ b/sdks/python/container/py37/base_image_requirements.txt
@@ -60,7 +60,7 @@ google-cloud-profiler==4.0.0
 google-cloud-pubsub==2.17.0
 google-cloud-pubsublite==1.7.0
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.33.0
+google-cloud-spanner==3.34.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
diff --git a/sdks/python/container/py38/base_image_requirements.txt b/sdks/python/container/py38/base_image_requirements.txt
index 6fd26d586f99b..5bcde80514a99 100644
--- a/sdks/python/container/py38/base_image_requirements.txt
+++ b/sdks/python/container/py38/base_image_requirements.txt
@@ -65,7 +65,7 @@ google-cloud-profiler==4.0.0
 google-cloud-pubsub==2.17.0
 google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.33.0
+google-cloud-spanner==3.34.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
diff --git a/sdks/python/container/py39/base_image_requirements.txt b/sdks/python/container/py39/base_image_requirements.txt
index dceaaaaf06fc8..906e25d8e42da 100644
--- a/sdks/python/container/py39/base_image_requirements.txt
+++ b/sdks/python/container/py39/base_image_requirements.txt
@@ -65,7 +65,7 @@ google-cloud-profiler==4.0.0
 google-cloud-pubsub==2.17.0
 google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.33.0
+google-cloud-spanner==3.34.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0