jedcunningham commented on a change in pull request #19453:
URL: https://github.com/apache/airflow/pull/19453#discussion_r745078133



##########
File path: airflow/www/templates/airflow/dags.html
##########
@@ -57,7 +57,8 @@
       Airflow found incompatible data in the <code>{{ original_table_name 
}}</code> table in the

Review comment:
       ```suggestion
         <p>Airflow found incompatible data in the <code>{{ original_table_name 
}}</code> table in the
   ```
   
   If we are going to close a paragraph, we should start one too.

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run

Review comment:
       ```suggestion
   However if you have a custom deployment based on virtualenv or Docker 
Containers, you need to run
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.

Review comment:
       ```suggestion
   upgrade happens automatically after the helm upgrade is completed. Similarly 
all Airflow-As-A-Service
   solutions run the upgrade automatically for you.
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment
+(either in your virtual environment or in your containers that gives you 
access to Airflow ``CLI``:
+:doc:`/usage-cli` and the database.
+
+Depending on the size of your database and the actual migration it might take 
quite some time to migrate it,
+so if you have long history and big database, it is recommended to make a copy 
of the database first and
+perform test migration to assess how long the migration will take. Typically 
"Major" upgrades might take
+longer as adding new features require sometimes restructuring of the database.
+
+Post-upgrade warning messages
+-----------------------------
+
+Typically you just need to successfully run ``airflow db upgrade`` command and 
this is all. However in
+some cases, the migration might find some old, stale and probably wrong data 
in your database and move it
+aside to a separate table. In this case you might get warning in your 
webserver UI about the data found.
+
+Typical message that you might see:
+
+  Airflow found incompatible data in the <original table> table in the
+  metadatabase, and has moved them to <new table> during the database 
migration to upgrade.
+  Please inspect the moved data to decide whether you need to keep them,
+  and manually drop the <new table> table to dismiss this warning.
+
+When you see such message, it means that some of your data was corrupted and 
you should inspect it
+whether you would like to keep or move some of that data. Most likely the data 
was really corrupted
+and left-over from some bugs and can be safely deleted - because this data 
would not be anyhow visible
+and useful in Airflow. However if you have particular need for auditing or 
historical reasons you might
+choose to store it somewhere. Unless you have specific reasons to keep the 
data most likely deleting it
+is your best option.
+
+There are various ways you can inspect and delete the data - if you have 
direct access to the
+database using your own tools (often graphical tools showing the database 
objects), you can drop such
+table or rename it or moving to another database using those tools. If you 
don't have such tools you

Review comment:
       ```suggestion
   table or rename it or move it to another database using those tools. If you 
don't have such tools you
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment

Review comment:
       ```suggestion
   In order to manually upgrade the database you should run the ``airflow db 
upgrade`` command in your environment
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment
+(either in your virtual environment or in your containers that gives you 
access to Airflow ``CLI``:
+:doc:`/usage-cli` and the database.
+
+Depending on the size of your database and the actual migration it might take 
quite some time to migrate it,
+so if you have long history and big database, it is recommended to make a copy 
of the database first and
+perform test migration to assess how long the migration will take. Typically 
"Major" upgrades might take
+longer as adding new features require sometimes restructuring of the database.
+
+Post-upgrade warning messages
+-----------------------------
+
+Typically you just need to successfully run ``airflow db upgrade`` command and 
this is all. However in
+some cases, the migration might find some old, stale and probably wrong data 
in your database and move it
+aside to a separate table. In this case you might get warning in your 
webserver UI about the data found.
+
+Typical message that you might see:
+
+  Airflow found incompatible data in the <original table> table in the
+  metadatabase, and has moved them to <new table> during the database 
migration to upgrade.
+  Please inspect the moved data to decide whether you need to keep them,
+  and manually drop the <new table> table to dismiss this warning.
+
+When you see such message, it means that some of your data was corrupted and 
you should inspect it
+whether you would like to keep or move some of that data. Most likely the data 
was really corrupted
+and left-over from some bugs and can be safely deleted - because this data 
would not be anyhow visible
+and useful in Airflow. However if you have particular need for auditing or 
historical reasons you might
+choose to store it somewhere. Unless you have specific reasons to keep the 
data most likely deleting it
+is your best option.
+
+There are various ways you can inspect and delete the data - if you have 
direct access to the
+database using your own tools (often graphical tools showing the database 
objects), you can drop such
+table or rename it or moving to another database using those tools. If you 
don't have such tools you
+can use ``airflow db shell`` command - this will drop you in the db shell tool 
for your database and you
+will be able to both inspect and delete the table (Replace ``<table>`` in the 
examples with the actual
+table name as printed in the warning message.

Review comment:
       ```suggestion
   table name as printed in the warning message).
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment
+(either in your virtual environment or in your containers that gives you 
access to Airflow ``CLI``:
+:doc:`/usage-cli` and the database.
+
+Depending on the size of your database and the actual migration it might take 
quite some time to migrate it,
+so if you have long history and big database, it is recommended to make a copy 
of the database first and
+perform test migration to assess how long the migration will take. Typically 
"Major" upgrades might take
+longer as adding new features require sometimes restructuring of the database.
+
+Post-upgrade warning messages
+-----------------------------
+
+Typically you just need to successfully run ``airflow db upgrade`` command and 
this is all. However in
+some cases, the migration might find some old, stale and probably wrong data 
in your database and move it
+aside to a separate table. In this case you might get warning in your 
webserver UI about the data found.
+
+Typical message that you might see:
+
+  Airflow found incompatible data in the <original table> table in the
+  metadatabase, and has moved them to <new table> during the database 
migration to upgrade.
+  Please inspect the moved data to decide whether you need to keep them,
+  and manually drop the <new table> table to dismiss this warning.
+
+When you see such message, it means that some of your data was corrupted and 
you should inspect it
+whether you would like to keep or move some of that data. Most likely the data 
was really corrupted
+and left-over from some bugs and can be safely deleted - because this data 
would not be anyhow visible
+and useful in Airflow. However if you have particular need for auditing or 
historical reasons you might
+choose to store it somewhere. Unless you have specific reasons to keep the 
data most likely deleting it
+is your best option.
+
+There are various ways you can inspect and delete the data - if you have 
direct access to the
+database using your own tools (often graphical tools showing the database 
objects), you can drop such
+table or rename it or moving to another database using those tools. If you 
don't have such tools you
+can use ``airflow db shell`` command - this will drop you in the db shell tool 
for your database and you

Review comment:
       ```suggestion
   can use the ``airflow db shell`` command - this will drop you in the db 
shell tool for your database and you
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment
+(either in your virtual environment or in your containers that gives you 
access to Airflow ``CLI``:
+:doc:`/usage-cli` and the database.
+
+Depending on the size of your database and the actual migration it might take 
quite some time to migrate it,
+so if you have long history and big database, it is recommended to make a copy 
of the database first and
+perform test migration to assess how long the migration will take. Typically 
"Major" upgrades might take
+longer as adding new features require sometimes restructuring of the database.
+
+Post-upgrade warning messages
+-----------------------------
+
+Typically you just need to successfully run ``airflow db upgrade`` command and 
this is all. However in
+some cases, the migration might find some old, stale and probably wrong data 
in your database and move it

Review comment:
       ```suggestion
   some cases, the migration might find some old, stale and probably wrong data 
in your database and moves it
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment
+(either in your virtual environment or in your containers that gives you 
access to Airflow ``CLI``:
+:doc:`/usage-cli` and the database.
+
+Depending on the size of your database and the actual migration it might take 
quite some time to migrate it,
+so if you have long history and big database, it is recommended to make a copy 
of the database first and
+perform test migration to assess how long the migration will take. Typically 
"Major" upgrades might take
+longer as adding new features require sometimes restructuring of the database.
+
+Post-upgrade warning messages
+-----------------------------
+
+Typically you just need to successfully run ``airflow db upgrade`` command and 
this is all. However in

Review comment:
       ```suggestion
   Typically you just need to successfully run the ``airflow db upgrade`` 
command and this is all. However in
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment
+(either in your virtual environment or in your containers that gives you 
access to Airflow ``CLI``:
+:doc:`/usage-cli` and the database.
+
+Depending on the size of your database and the actual migration it might take 
quite some time to migrate it,
+so if you have long history and big database, it is recommended to make a copy 
of the database first and
+perform test migration to assess how long the migration will take. Typically 
"Major" upgrades might take
+longer as adding new features require sometimes restructuring of the database.
+
+Post-upgrade warning messages
+-----------------------------
+
+Typically you just need to successfully run ``airflow db upgrade`` command and 
this is all. However in
+some cases, the migration might find some old, stale and probably wrong data 
in your database and move it
+aside to a separate table. In this case you might get warning in your 
webserver UI about the data found.
+
+Typical message that you might see:
+
+  Airflow found incompatible data in the <original table> table in the
+  metadatabase, and has moved them to <new table> during the database 
migration to upgrade.
+  Please inspect the moved data to decide whether you need to keep them,
+  and manually drop the <new table> table to dismiss this warning.
+
+When you see such message, it means that some of your data was corrupted and 
you should inspect it
+whether you would like to keep or move some of that data. Most likely the data 
was really corrupted

Review comment:
       ```suggestion
   When you see such message, it means that some of your data was corrupted and 
you should inspect it to determine
   whether you would like to keep or delete that data. Most likely the data was 
really corrupted
   ```

##########
File path: docs/apache-airflow/installation/upgrading.rst
##########
@@ -0,0 +1,77 @@
+ .. Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+ ..   http://www.apache.org/licenses/LICENSE-2.0
+
+ .. Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+
+Upgrading Airflow to a newer version
+------------------------------------
+
+When you are upgrading Airflow you should always upgrade the metadata DB as 
part of the upgrade
+process. This might happen automatically in some cases.
+For example when you are using :doc:`helm-chart:index` with post-upgrade hooks 
enabled, the database
+upgrade happens automatically after upgrade is completed. Similarly all 
Airflow-As-A-Service solutions
+run the upgrade automatically for you.
+
+However if you have your custom deployment based on virtualenv or Docker 
Containers, you need to run
+the DB upgrade manually as part of the upgrade process.
+
+In order to manually upgrade the database you should run ``airflow db 
upgrade`` command in your environment
+(either in your virtual environment or in your containers that gives you 
access to Airflow ``CLI``:
+:doc:`/usage-cli` and the database.
+
+Depending on the size of your database and the actual migration it might take 
quite some time to migrate it,
+so if you have long history and big database, it is recommended to make a copy 
of the database first and
+perform test migration to assess how long the migration will take. Typically 
"Major" upgrades might take

Review comment:
       ```suggestion
   perform a test migration to assess how long the migration will take. 
Typically "Major" upgrades might take
   ```

##########
File path: airflow/www/templates/airflow/dags.html
##########
@@ -57,7 +57,8 @@
       Airflow found incompatible data in the <code>{{ original_table_name 
}}</code> table in the
       metadatabase, and has moved them to <code>{{ moved_table_name }}</code> 
during the database migration
       to upgrade. Please inspect the moved data to decide whether you need to 
keep them, and manually drop
-      the <code>{{ moved_table_name }}</code> table to dismiss this warning.
+      the <code>{{ moved_table_name }}</code> table to dismiss this 
warning.<p/>
+     Read more about it in <a href={{ 
get_docs_url("installing/upgrading.html") }}><b>Upgrading</b></a>

Review comment:
       ```suggestion
        <p>Read more about it in <a href={{ 
get_docs_url("installing/upgrading.html") }}><b>Upgrading</b></a></p>
   ```
   
   And then this should be a paragraph as well.




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