diff --git a/.github/workflows/superset-python-integrationtest.yml b/.github/workflows/superset-python-integrationtest.yml
index 43ef9e7d2e129..a5a7705bcd88e 100644
--- a/.github/workflows/superset-python-integrationtest.yml
+++ b/.github/workflows/superset-python-integrationtest.yml
@@ -51,6 +51,8 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/testing.txt'
       - name: Install dependencies
         if: steps.check.outcome == 'failure'
         uses: ./.github/actions/cached-dependencies
@@ -58,6 +60,7 @@ jobs:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/testing.txt
             setup-mysql
       - name: Run celery
@@ -115,6 +118,8 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/testing.txt'
       - name: Install dependencies
         if: steps.check.outcome == 'failure'
         uses: ./.github/actions/cached-dependencies
@@ -122,6 +127,7 @@ jobs:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/testing.txt
             setup-postgres
       - name: Run celery
@@ -171,6 +177,8 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/testing.txt'
       - name: Install dependencies
         if: steps.check.outcome == 'failure'
         uses: ./.github/actions/cached-dependencies
@@ -178,6 +186,7 @@ jobs:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/testing.txt
             mkdir ${{ github.workspace }}/.temp
       - name: Run celery
diff --git a/.github/workflows/superset-python-misc.yml b/.github/workflows/superset-python-misc.yml
index 4a38a95ee3a47..7f9ef14994b1f 100644
--- a/.github/workflows/superset-python-misc.yml
+++ b/.github/workflows/superset-python-misc.yml
@@ -33,6 +33,8 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/testing.txt'
       - name: Install dependencies
         if: steps.check.outcome == 'failure'
         uses: ./.github/actions/cached-dependencies
@@ -40,6 +42,7 @@ jobs:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/testing.txt
       - name: pylint
         if: steps.check.outcome == 'failure'
@@ -62,12 +65,15 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/integration.txt'
       - name: Install dependencies
         uses: ./.github/actions/cached-dependencies
         with:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/integration.txt
       - name: pre-commit
         run: pre-commit run --all-files
@@ -88,12 +94,15 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/base.txt'
       - name: Install dependencies
         uses: ./.github/actions/cached-dependencies
         with:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/base.txt
       - name: Test babel extraction
         run: flask fab babel-extract --target superset/translations --output superset/translations/messages.pot --config superset/translations/babel.cfg -k _,__,t,tn,tct
diff --git a/.github/workflows/superset-python-presto-hive.yml b/.github/workflows/superset-python-presto-hive.yml
index 9177037822020..31043ea399378 100644
--- a/.github/workflows/superset-python-presto-hive.yml
+++ b/.github/workflows/superset-python-presto-hive.yml
@@ -62,6 +62,8 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/testing.txt'
       - name: Install dependencies
         if: steps.check.outcome == 'failure'
         uses: ./.github/actions/cached-dependencies
@@ -69,6 +71,7 @@ jobs:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/testing.txt
             setup-postgres
       - name: Run celery
@@ -137,6 +140,8 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/testing.txt'
       - name: Install dependencies
         if: steps.check.outcome == 'failure'
         uses: ./.github/actions/cached-dependencies
@@ -144,6 +149,7 @@ jobs:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/testing.txt
             setup-postgres
       - name: Run celery
diff --git a/.github/workflows/superset-python-unittest.yml b/.github/workflows/superset-python-unittest.yml
index 8a64f092cb997..faf3f7265dd9a 100644
--- a/.github/workflows/superset-python-unittest.yml
+++ b/.github/workflows/superset-python-unittest.yml
@@ -35,6 +35,8 @@ jobs:
         uses: actions/setup-python@v2
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: 'requirements/testing.txt'
 # TODO: separated requiermentes.txt file just for unit tests
       - name: Install dependencies
         if: steps.check.outcome == 'failure'
@@ -43,6 +45,7 @@ jobs:
           run: |
             apt-get-install
             pip-upgrade
+            pip install wheel
             pip install -r requirements/testing.txt
             mkdir ${{ github.workspace }}/.temp
       - name: Python unit tests
diff --git a/tests/integration_tests/db_engine_specs/bigquery_tests.py b/tests/integration_tests/db_engine_specs/bigquery_tests.py
index ba6d0916fcd13..d3dd66df31bbb 100644
--- a/tests/integration_tests/db_engine_specs/bigquery_tests.py
+++ b/tests/integration_tests/db_engine_specs/bigquery_tests.py
@@ -200,7 +200,7 @@ def test_df_to_sql(self, mock_get_engine):
         # Test check for missing schema.
         sys.modules["google.oauth2"] = mock.MagicMock()
         for invalid_kwarg in invalid_kwargs:
-            self.assertRaisesRegexp(
+            self.assertRaisesRegex(
                 Exception,
                 "The table schema must be defined",
                 BigQueryEngineSpec.df_to_sql,
diff --git a/tests/integration_tests/db_engine_specs/mssql_tests.py b/tests/integration_tests/db_engine_specs/mssql_tests.py
index 86310b60c13bd..7a8ee88c80c0d 100644
--- a/tests/integration_tests/db_engine_specs/mssql_tests.py
+++ b/tests/integration_tests/db_engine_specs/mssql_tests.py
@@ -40,7 +40,7 @@ def assert_type(type_string, type_expected, generic_type_expected):
                 column_spec = MssqlEngineSpec.get_column_spec(type_string)
                 if column_spec != None:
                     self.assertIsInstance(column_spec.sqla_type, type_expected)
-                    self.assertEquals(column_spec.generic_type, generic_type_expected)
+                    self.assertEqual(column_spec.generic_type, generic_type_expected)
 
         assert_type("STRING", String, GenericDataType.STRING)
         assert_type("CHAR(10)", String, GenericDataType.STRING)
diff --git a/tests/integration_tests/security_tests.py b/tests/integration_tests/security_tests.py
index 7205077f33e9d..158b31662c937 100644
--- a/tests/integration_tests/security_tests.py
+++ b/tests/integration_tests/security_tests.py
@@ -467,13 +467,13 @@ def test_set_perm_slice(self):
         table.table_name = "tmp_perm_table_v2"
         session.commit()
         # TODO(bogdan): modify slice permissions on the table update.
-        self.assertNotEquals(slice.perm, table.perm)
+        self.assertNotEqual(slice.perm, table.perm)
         self.assertEqual(slice.perm, f"[tmp_database].[tmp_perm_table](id:{table.id})")
         self.assertEqual(
             table.perm, f"[tmp_database].[tmp_perm_table_v2](id:{table.id})"
         )
         # TODO(bogdan): modify slice schema permissions on the table update.
-        self.assertNotEquals(slice.schema_perm, table.schema_perm)
+        self.assertNotEqual(slice.schema_perm, table.schema_perm)
         self.assertIsNone(slice.schema_perm)
 
         # updating slice refreshes the permissions