Doc: add ray port FAQ to ray overview document. (#5752)

* feat: add faq to ray overview doc.

* fix: fix doc style.

* fix: fix typo.

* feat: add ray redis and dashboard port conflict to faq.

* fix: fix redis port param name.

* fix: fix redis port param name.

* fix: fix typo

* fix: fix typo

* fix: fix wording.

docs/readthedocs/source/doc/Ray/Overview/ray.md

@@ -116,3 +116,27 @@ Add the environment variables when calling `init_orca_context` would resolve the
 ```python
 sc = init_orca_context(cluster_mode, init_ray_on_spark=True, env={"LANG": "C.UTF-8", "LC_ALL": "C.UTF-8"})
 ```
+
+---
+### **5. FAQ**
+- **ValueError: Ray component worker_ports is trying to use a port number ... that is used by other components.**
+
+  This error is because that some port in worker port list is occupied by other processes. To handle this issue, you can set range of the worker port list by using the parameters `min-worker-port` and `max-worker-port` in `init_orca_context` as follows:
+
+  ```python
+  init_orca_context(extra_params={"min-worker-port": "30000", "max-worker-port": "30033"})
+  ```
+
+- **ValueError: Failed to bind to 0.0.0.0:8265 because it's already occupied. You can use `ray start --dashboard-port ...` or `ray.init(dashboard_port=...)` to select a different port.**
+
+  This error is because that ray dashboard port is occupied by other processes. To handle this issue, you can end the process that occupies the port or you can manually set the ray dashboard port by using the parameter `dashboard-port` in `init_orca_context` as follows:
+
+  ```python
+  init_orca_context(extra_params={"dashboard-port": "50005"})
+  ```
+
+  Note that, the similar error can happen to ray redis port as well, you can also set the ray redis port by using the parameter `redis_port` in `init_orca_context` as follows:
+
+  ```python
+  init_orca_context(redis_port=50006)
+  ```