diff --git a/samples/geography/requirements-test.txt b/samples/geography/requirements-test.txt
index 5d836a5c5..4bd417eba 100644
--- a/samples/geography/requirements-test.txt
+++ b/samples/geography/requirements-test.txt
@@ -1,2 +1,2 @@
-pytest==6.2.5
+pytest==7.0.1
 mock==4.0.3
diff --git a/samples/geography/requirements.txt b/samples/geography/requirements.txt
index b07ba50bf..710f4de0a 100644
--- a/samples/geography/requirements.txt
+++ b/samples/geography/requirements.txt
@@ -1,45 +1,46 @@
 attrs==21.4.0
 certifi==2021.10.8
 cffi==1.15.0
-charset-normalizer==2.0.10
-click==8.0.3
+charset-normalizer==2.0.12
+click==8.0.4
 click-plugins==1.1.1
 cligj==0.7.2
 dataclasses==0.8; python_version < '3.7'
-Fiona==1.8.20
+Fiona==1.8.21
 geojson==2.5.0
 geopandas==0.9.0; python_version < '3.7'
 geopandas==0.10.2; python_version >= '3.7'
-google-api-core==2.4.0
-google-auth==2.3.3
-google-cloud-bigquery==2.31.0
-google-cloud-bigquery-storage==2.10.1
-google-cloud-core==2.2.1
+google-api-core==2.5.0
+google-auth==2.6.0
+google-cloud-bigquery==2.34.0
+google-cloud-bigquery-storage==2.12.0
+google-cloud-core==2.2.2
 google-crc32c==1.3.0
-google-resumable-media==2.1.0
-googleapis-common-protos==1.54.0
-grpcio==1.43.0
+google-resumable-media==2.3.0
+googleapis-common-protos==1.55.0
+grpcio==1.44.0
 idna==3.3
-libcst==0.4.0
+libcst==0.4.1
 munch==2.5.0
 mypy-extensions==0.4.3
 packaging==21.3
 pandas==1.1.5; python_version < '3.7'
-pandas==1.3.5; python_version >= '3.7'
-proto-plus==1.19.8
-protobuf==3.19.3
-pyarrow==6.0.1
+pandas==1.3.5; python_version == '3.7'
+pandas==1.4.1; python_version >= '3.8'
+proto-plus==1.20.3
+protobuf==3.19.4
+pyarrow==7.0.0
 pyasn1==0.4.8
 pyasn1-modules==0.2.8
 pycparser==2.21
-pyparsing==3.0.6
+pyparsing==3.0.7
 python-dateutil==2.8.2
 pytz==2021.3
 PyYAML==6.0
 requests==2.27.1
 rsa==4.8
-Shapely==1.8.0
+Shapely==1.8.1.post1
 six==1.16.0
-typing-extensions==4.0.1
+typing-extensions==4.1.1
 typing-inspect==0.7.1
 urllib3==1.26.8
diff --git a/samples/magics/requirements-test.txt b/samples/magics/requirements-test.txt
index 5b73f1fd5..bafc3de2a 100644
--- a/samples/magics/requirements-test.txt
+++ b/samples/magics/requirements-test.txt
@@ -1,3 +1,3 @@
 google-cloud-testutils==1.3.1
-pytest==6.2.5
+pytest==7.0.1
 mock==4.0.3
diff --git a/samples/magics/requirements.txt b/samples/magics/requirements.txt
index bb6cf2cdd..0ea9c5710 100644
--- a/samples/magics/requirements.txt
+++ b/samples/magics/requirements.txt
@@ -1,12 +1,14 @@
-google-cloud-bigquery-storage==2.10.1
-google-auth-oauthlib==0.4.6
-grpcio==1.43.0
+google-cloud-bigquery-storage==2.12.0
+google-auth-oauthlib==0.5.0
+grpcio==1.44.0
 ipython==7.16.3; python_version < '3.7'
 ipython==7.31.1; python_version == '3.7'
-ipython==8.0.1; python_version >= '3.8'
-matplotlib==3.3.4; python_version < '3.7'
+ipython==8.0.1; python_version == '3.8'
+ipython==8.1.0; python_version >= '3.9'
+matplotlib==3.5.1; python_version < '3.7'
 matplotlib==3.5.1; python_version >= '3.7'
 pandas==1.1.5; python_version < '3.7'
-pandas==1.3.5; python_version >= '3.7'
-pyarrow==6.0.1
+pandas==1.3.5; python_version == '3.7'
+pandas==1.4.1; python_version >= '3.8'
+pyarrow==7.0.0
 pytz==2021.3
diff --git a/samples/snippets/requirements-test.txt b/samples/snippets/requirements-test.txt
index 5b73f1fd5..bafc3de2a 100644
--- a/samples/snippets/requirements-test.txt
+++ b/samples/snippets/requirements-test.txt
@@ -1,3 +1,3 @@
 google-cloud-testutils==1.3.1
-pytest==6.2.5
+pytest==7.0.1
 mock==4.0.3
diff --git a/samples/snippets/requirements.txt b/samples/snippets/requirements.txt
index bb6cf2cdd..0ea9c5710 100644
--- a/samples/snippets/requirements.txt
+++ b/samples/snippets/requirements.txt
@@ -1,12 +1,14 @@
-google-cloud-bigquery-storage==2.10.1
-google-auth-oauthlib==0.4.6
-grpcio==1.43.0
+google-cloud-bigquery-storage==2.12.0
+google-auth-oauthlib==0.5.0
+grpcio==1.44.0
 ipython==7.16.3; python_version < '3.7'
 ipython==7.31.1; python_version == '3.7'
-ipython==8.0.1; python_version >= '3.8'
-matplotlib==3.3.4; python_version < '3.7'
+ipython==8.0.1; python_version == '3.8'
+ipython==8.1.0; python_version >= '3.9'
+matplotlib==3.5.1; python_version < '3.7'
 matplotlib==3.5.1; python_version >= '3.7'
 pandas==1.1.5; python_version < '3.7'
-pandas==1.3.5; python_version >= '3.7'
-pyarrow==6.0.1
+pandas==1.3.5; python_version == '3.7'
+pandas==1.4.1; python_version >= '3.8'
+pyarrow==7.0.0
 pytz==2021.3
diff --git a/setup.py b/setup.py
index f6194f50e..6a28d21c3 100644
--- a/setup.py
+++ b/setup.py
@@ -28,7 +28,7 @@
 # 'Development Status :: 4 - Beta'
 # 'Development Status :: 5 - Production/Stable'
 release_status = "Development Status :: 5 - Production/Stable"
-pyarrow_dep = ["pyarrow >= 3.0.0, < 7.0dev"]
+pyarrow_dep = ["pyarrow >=3.0.0, <8.0dev"]
 dependencies = [
     "grpcio >= 1.38.1, < 2.0dev",  # https://github.com/googleapis/python-bigquery/issues/695
     # NOTE: Maintainers, please do not require google-api-core>=2.x.x