[KYUUBI #7365] [DOC] Fix links

### Why are the changes needed?
The PR fixes broken links in the documentation.
Some links broke after [replacing recommonmark with myst](#7237), while others (like [kyuubi 1.9.4/aqe](https://kyuubi.readthedocs.io/en/v1.9.4/deployment/spark/aqe.html#:~:text=Configuring%20by%20spark%2Ddefaults.conf)) used incorrect paths and were already broken before the change.

### How was this patch tested?
Built the documentation with the following command and verified the fixed links manually:
```shell
make html
```

### Was this patch authored or co-authored using generative AI tooling?
No

Closes #7365 from dnskr/docs-fix-links.

Closes #7365

9dcbeed [Denis Krivenko] [DOC] Fix links

Authored-by: Denis Krivenko <dnskrv88@gmail.com>
Signed-off-by: Denis Krivenko <dnskrv88@gmail.com>

Author: dnskr

docs/client/bi_tools/datagrip.md

@@ -29,7 +29,7 @@ Please go to [Download DataGrip](https://www.jetbrains.com/datagrip/download) to
 
 ### Get Kyuubi Started
 
-[Get kyuubi server started](../../quick_start/quick_start.html) before you try DataGrip with kyuubi.
+[Get kyuubi server started](../../quick_start/quick_start.rst) before you try DataGrip with kyuubi.
 
 For debugging purpose, you can use `tail -f` or `tailf` to track the server log.
 

docs/client/bi_tools/hue.md

@@ -25,7 +25,7 @@
 
 ### Get Kyuubi Started
 
-[Get the server Started](../../quick_start/quick_start.html) first before your try Hue with Kyuubi.
+[Get the server Started](../../quick_start/quick_start.rst) first before your try Hue with Kyuubi.
 
 ```
 Welcome to

docs/client/jdbc/hive_jdbc.md

@@ -22,7 +22,7 @@
 Kyuubi is fully compatible with Hive JDBC and ODBC drivers that let you connect to popular Business Intelligence (BI)
 tools to query, analyze and visualize data though Spark SQL engines.
 
-It's recommended to use [Kyuubi JDBC driver](./kyuubi_jdbc.html) for new applications.
+It's recommended to use [Kyuubi JDBC driver](./kyuubi_jdbc.rst) for new applications.
 
 ## Install Hive JDBC
 
@@ -53,7 +53,7 @@ libraryDependencies += "org.apache.hive" % "hive-jdbc" % "2.3.8"
 implementation group: 'org.apache.hive', name: 'hive-jdbc', version: '2.3.8'
 ```
 
-For BI tools, please refer to [Quick Start](../../quick_start/index.html) to check the guide for the BI tool used.
+For BI tools, please refer to [Quick Start](../../quick_start/index.rst) to check the guide for the BI tool used.
 If you find there is no specific document for the BI tool that you are using, don't worry, the configuration part for all BI tools are basically the same.
 Also, we will appreciate if you can help us to improve the document.
 

docs/client/rest/rest_api.md

@@ -455,7 +455,7 @@ Refresh the Hadoop configurations of the Kyuubi server.
 
 ### POST /admin/refresh/user_defaults_conf
 
-Refresh the [user defaults configs](../../configuration/settings.html#user-defaults) with key in format in the form of `___{username}___.{config key}` from default property file.
+Refresh the [user defaults configs](../../configuration/settings.md#user-defaults) with key in format in the form of `___{username}___.{config key}` from default property file.
 
 ### POST /admin/refresh/kubernetes_conf
 

docs/deployment/engine_lifecycle.md

@@ -51,7 +51,7 @@ To better improve the overall resource utilization of the cluster,
 
 The above two configurations can be used together to set the TTL of engines.
 These configurations are user-facing and able to use in JDBC urls.
-Note that, for [connection](engine_share_level.html#connection) share level engines that will be terminated at once when the connection is disconnected, these configurations not necessarily work in this case.
+Note that, for [connection](engine_share_level.md#connection) share level engines that will be terminated at once when the connection is disconnected, these configurations not necessarily work in this case.
 
 ### Executor TTL
 

docs/deployment/engine_on_yarn.md

@@ -111,7 +111,7 @@ Please refer to [Spark properties](https://spark.apache.org/docs/latest/running-
 Kyuubi currently does not support Spark's [YARN-specific Kerberos Configuration](https://spark.apache.org/docs/3.0.1/running-on-yarn.html#kerberos),
 so `spark.kerberos.keytab` and `spark.kerberos.principal` should not use now.
 
-Instead, you can schedule a periodically `kinit` process via `crontab` task on the local machine that hosts Kyuubi server or simply use [Kyuubi Kinit](settings.html#kinit).
+Instead, you can schedule a periodically `kinit` process via `crontab` task on the local machine that hosts Kyuubi server or simply use [Kyuubi Kinit](../configuration/settings.md#kinit).
 
 ## Deploy Kyuubi Flink Engine on YARN
 
@@ -250,7 +250,7 @@ With regard to YARN application mode, Kerberos is supported natively by Flink, s
 
 With regard to YARN session mode, `security.kerberos.login.keytab` and `security.kerberos.login.principal` are not effective, as Kyuubi Flink SQL engine mainly relies on Flink SQL client which currently does not support [Flink Kerberos Configuration](https://nightlies.apache.org/flink/flink-docs-stable/docs/deployment/config/#security-kerberos-login-keytab),
 
-As a workaround, you can schedule a periodically `kinit` process via `crontab` task on the local machine that hosts Kyuubi server or simply use [Kyuubi Kinit](settings.html#kinit).
+As a workaround, you can schedule a periodically `kinit` process via `crontab` task on the local machine that hosts Kyuubi server or simply use [Kyuubi Kinit](../configuration/settings.md#kinit).
 
 ## Deploy Kyuubi Hive Engine on YARN
 

docs/deployment/high_availability_guide.md

@@ -51,7 +51,7 @@ When applying HA to Kyuubi deployment, we need to be aware of the below two thin
 - `kyuubi.ha.addresses` - the external zookeeper cluster address for deploy a `k.i.`
 - `kyuubi.ha.namespace` - the root directory, a.k.a. the ServerSpace for deploy a `k.i.`
 
-For more configurations, please see the HA section of [Introduction to the Kyuubi Configurations System](./settings.html#ha)
+For more configurations, please see the HA section of [Introduction to the Kyuubi Configurations System](../configuration/settings.md#ha)
 
 ### Pseudo mode
 

docs/deployment/spark/aqe.md

@@ -178,7 +178,7 @@ partition size > skewedPartitionFactor * the median partition size && \
 skewedPartitionThresholdInBytes
 ```
 
-As Spark splits skewed partitions targeting [spark.sql.adaptive.advisoryPartitionSizeInBytes](aqe.html#how-to-set-spark-sql-adaptive-advisorypartitionsizeinbytes), ideally `skewedPartitionThresholdInBytes` should be larger than `advisoryPartitionSizeInBytes`. In this case, anytime you increase `advisoryPartitionSizeInBytes`, you should also increase `skewedPartitionThresholdInBytes` if you tend to enable the feature.
+As Spark splits skewed partitions targeting [spark.sql.adaptive.advisoryPartitionSizeInBytes](#how-to-set-spark-sql-adaptive-advisorypartitionsizeinbytes), ideally `skewedPartitionThresholdInBytes` should be larger than `advisoryPartitionSizeInBytes`. In this case, anytime you increase `advisoryPartitionSizeInBytes`, you should also increase `skewedPartitionThresholdInBytes` if you tend to enable the feature.
 
 ### Hidden Features
 
@@ -210,7 +210,7 @@ Kyuubi is a long-running service to make it easier for end-users to use Spark SQ
 
 ### Setting Default Configurations
 
-[Configuring by `spark-defaults.conf`](../settings.html#via-spark-defaults-conf) at the engine side is the best way to set up Kyuubi with AQE. All engines will be instantiated with AQE enabled.
+[Configuring by `spark-defaults.conf`](../../configuration/settings.md#via-spark-defaults-conf) at the engine side is the best way to set up Kyuubi with AQE. All engines will be instantiated with AQE enabled.
 
 Here is a config setting that we use in our platform when deploying Kyuubi.
 

docs/deployment/spark/dynamic_allocation.md

@@ -170,7 +170,7 @@ Kyuubi is a long-running service to make it easier for end-users to use Spark SQ
 
 ### Setting Default Configurations
 
-[Configuring by `spark-defaults.conf`](../settings.html#via-spark-defaults-conf) at the engine side is the best way to set up Kyuubi with DRA. All engines will be instantiated with DRA enabled.
+[Configuring by `spark-defaults.conf`](../../configuration/settings.md#via-spark-defaults-conf) at the engine side is the best way to set up Kyuubi with DRA. All engines will be instantiated with DRA enabled.
 
 Here is a config setting that we use in our platform when deploying Kyuubi.
 
@@ -198,7 +198,7 @@ Note that, ```spark.cleaner.periodicGC.interval=5min``` is useful here when ```s
 
 On the server-side, the workloads for different users might be different.
 
-Then we can set different defaults for them via the [User Defaults](../settings.html#user-defaults) in ```$KYUUBI_HOME/conf/kyuubi-defaults.conf```
+Then we can set different defaults for them via the [User Defaults](../../configuration/settings.md#user-defaults) in ```$KYUUBI_HOME/conf/kyuubi-defaults.conf```
 
 ```properties
 # For a user named kent
@@ -220,7 +220,7 @@ SELECT * FROM default.tableA;
 
 For the above case, the value - 33 will not affect as Spark does not support change core configurations in runtime.
 
-Instead, end-users can set them via [JDBC Connection URL](../settings.html#via-jdbc-connection-url) for some specific cases.
+Instead, end-users can set them via [JDBC Connection URL](../../configuration/settings.md#via-jdbc-connection-url) for some specific cases.
 
 ## References
 

docs/security/ldap.md

@@ -56,5 +56,5 @@ kyuubi.authentication.ldap.userFilter=hive-admin,hive,hive-test,hive-user
 kyuubi.authentication.ldap.customLDAPQuery=(&(objectClass=group)(objectClass=top)(instanceType=4)(cn=Domain*)), (&(objectClass=person)(|(sAMAccountName=admin)(|(memberOf=CN=Domain Admins,CN=Users,DC=domain,DC=com)(memberOf=CN=Administrators,CN=Builtin,DC=domain,DC=com))))
 ```
 
-Please refer to [Settings for LDAP authentication in Kyuubi](../configuration/settings.html?highlight=LDAP#authentication)
+Please refer to [Settings for LDAP authentication in Kyuubi](../configuration/settings.md#authentication)
 for all configurations.