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The following commit(s) were added to refs/heads/main by this push:
     new 014371bfb4 [MINOR] fix(docs): Fix typo and format problems in docs 
(#8590)
014371bfb4 is described below

commit 014371bfb4487f7930728be8c0955918ac440694
Author: Mini Yu <[email protected]>
AuthorDate: Thu Sep 18 11:09:36 2025 +0800

    [MINOR] fix(docs): Fix typo and format problems in docs (#8590)
    
    ### What changes were proposed in this pull request?
    
    Fix typo and format problems in docs
    
    ### Why are the changes needed?
    
    for better user experience.
    
    
    
    ### Does this PR introduce _any_ user-facing change?
    
    N/A
    
    ### How was this patch tested?
    
    N/A
---
 docs/docker-image-details.md                       |  2 +-
 docs/fileset-catalog-with-adls.md                  |  2 +-
 docs/fileset-catalog-with-oss.md                   |  2 +-
 docs/gravitino-mcp-server.md                       |  2 +-
 docs/lakehouse-iceberg-catalog.md                  | 12 ++++++------
 docs/lakehouse-paimon-catalog.md                   | 20 ++++++++++----------
 docs/manage-fileset-metadata-using-gravitino.md    |  2 +-
 docs/manage-metalake-using-gravitino.md            | 12 ++++++------
 docs/manage-model-metadata-using-gravitino.md      |  2 +-
 docs/manage-relational-metadata-using-gravitino.md |  4 ++--
 docs/manage-statistics-in-gravitino.md             |  6 +++---
 11 files changed, 33 insertions(+), 33 deletions(-)

diff --git a/docs/docker-image-details.md b/docs/docker-image-details.md
index 626a7ff0eb..1ec780ce92 100644
--- a/docs/docker-image-details.md
+++ b/docs/docker-image-details.md
@@ -429,7 +429,7 @@ Changelog
     - Use `docker exec -it <container_id> bash` to enter the docker container.
     - Add these context `export 
JAVA_OPTS=-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5001` 
into 
`/opt/ranger-admin/ews/webapp/WEB-INF/classes/conf/ranger-admin-env-debug.sh` 
in the docker container.
     - Execute `./opt/ranger-admin/stop-ranger-admin.sh` and 
`./opt/ranger-admin/start-ranger-admin.sh` to restart Ranger admin.
-    - Clone the `Apache Ranger` project from GiHub and checkout the `2.4.0` 
release.
+    - Clone the `Apache Ranger` project from GitHub and checkout the `2.4.0` 
release.
     - Create a remote debug configuration (`Use model classpath` = 
`EmbeddedServer`) in your IDE and connect to the Ranger admin container.
 
 - datastrato/gravitino-ci-ranger:0.1.0
diff --git a/docs/fileset-catalog-with-adls.md 
b/docs/fileset-catalog-with-adls.md
index 089d2454b0..fe03a83a7c 100644
--- a/docs/fileset-catalog-with-adls.md
+++ b/docs/fileset-catalog-with-adls.md
@@ -541,7 +541,7 @@ Spark:
 
 ```python
 spark = SparkSession.builder
-    .appName("adls_fielset_test")
+    .appName("adls_fileset_test")
     .config("spark.hadoop.fs.gravitino.enableCredentialVending", "true")
     .config("spark.hadoop.fs.AbstractFileSystem.gvfs.impl", 
"org.apache.gravitino.filesystem.hadoop.Gvfs")
     .config("spark.hadoop.fs.gvfs.impl", 
"org.apache.gravitino.filesystem.hadoop.GravitinoVirtualFileSystem")
diff --git a/docs/fileset-catalog-with-oss.md b/docs/fileset-catalog-with-oss.md
index 43dcbef922..471b16c11d 100644
--- a/docs/fileset-catalog-with-oss.md
+++ b/docs/fileset-catalog-with-oss.md
@@ -482,7 +482,7 @@ The following are examples of how to use the pandas library 
to access the OSS fi
 import pandas as pd
 
 storage_options = {
-    "server_uri": "http://localhost:8090";, 
+    "server_uri": "http://mini.io:9000";, 
     "metalake_name": "test",
     "options": {
         "oss_access_key_id": "access_key",
diff --git a/docs/gravitino-mcp-server.md b/docs/gravitino-mcp-server.md
index 7eed314e68..9c080e056b 100644
--- a/docs/gravitino-mcp-server.md
+++ b/docs/gravitino-mcp-server.md
@@ -39,7 +39,7 @@ Gravitino MCP server provides the ability to manage Gravitino 
metadata for LLM.
 }
 ```
 
-Or start a HTTP MCP server by `uv run mcp_server --metalake test --uri 
http://127.0.0.1:8090 --transport http --mcp-url http://localhost:8000/mcp`, 
and use the configuration:
+Or start an HTTP MCP server by `uv run mcp_server --metalake test --uri 
http://127.0.0.1:8090 --transport http --mcp-url http://localhost:8000/mcp`, 
and use the configuration:
 
 ```json
 {
diff --git a/docs/lakehouse-iceberg-catalog.md 
b/docs/lakehouse-iceberg-catalog.md
index db3cdf676b..7138a49e78 100644
--- a/docs/lakehouse-iceberg-catalog.md
+++ b/docs/lakehouse-iceberg-catalog.md
@@ -33,12 +33,12 @@ Builds with Apache Iceberg `1.9.2`. The Apache Iceberg 
table format version is `
 
 ### Catalog properties
 
-| Property name                                      | Description             
                                                                                
                                                                                
                                                         | Default value        
                                                          | Required            
                                        | Since Version |
-|----------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------|-------------------------------------------------------------|---------------|
-| `catalog-backend`                                  | Catalog backend of 
Gravitino Iceberg catalog. Supports `hive` or `jdbc` or `rest`.                 
                                                                                
                                                              | (none)          
                                                               | Yes            
                                             | 0.2.0         |
-| `uri`                                              | The URI configuration 
of the Iceberg catalog. `thrift://127.0.0.1:9083` or 
`jdbc:postgresql://127.0.0.1:5432/db_name` or 
`jdbc:mysql://127.0.0.1:3306/metastore_db` or `http://127.0.0.1:9001`.          
                                        | (none)                                
                                         | Yes                                  
                       | 0.2.0         |
-| `warehouse`                                        | Warehouse directory of 
catalog. `file:///user/hive/warehouse-hive/` for local fs or 
`hdfs://namespace/hdfs/path` for HDFS.                                          
                                                                             | 
(none)                                                                         
| Yes                                                         | 0.2.0         |
-| `catalog-backend-name`                             | The catalog name passed 
to underlying Iceberg catalog backend. Catalog name in JDBC backend is used to 
isolate namespace and tables.                                                   
                                                          | The property value 
of `catalog-backend`, like `jdbc` for JDBC catalog backend. | No                
                                          | 0.5.2         |
+| Property name          | Description                                         
                                                                                
                                                            | Default value     
                                                             | Required | Since 
Version |
+|------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------|----------|---------------|
+| `catalog-backend`      | Catalog backend of Gravitino Iceberg catalog. 
Supports `hive` or `jdbc` or `rest`.                                            
                                                                  | (none)      
                                                                   | Yes      | 
0.2.0         |
+| `uri`                  | The URI configuration of the Iceberg catalog. 
`thrift://127.0.0.1:9083` or `jdbc:postgresql://127.0.0.1:5432/db_name` or 
`jdbc:mysql://127.0.0.1:3306/metastore_db` or `http://127.0.0.1:9001`. | (none) 
                                                                        | Yes   
   | 0.2.0         |
+| `warehouse`            | Warehouse directory of catalog. 
`file:///user/hive/warehouse-hive/` for local fs or 
`hdfs://namespace/hdfs/path` for HDFS.                                          
                            | (none)                                            
                             | Yes      | 0.2.0         |
+| `catalog-backend-name` | The catalog name passed to underlying Iceberg 
catalog backend. Catalog name in JDBC backend is used to isolate namespace and 
tables.                                                            | The 
property value of `catalog-backend`, like `jdbc` for JDBC catalog backend. | No 
      | 0.5.2         |
 
 
 Any property not defined by Gravitino with `gravitino.bypass.` prefix will 
pass to Iceberg catalog properties and HDFS configuration. For example, if 
specify `gravitino.bypass.list-all-tables`, `list-all-tables` will pass to 
Iceberg catalog properties.
diff --git a/docs/lakehouse-paimon-catalog.md b/docs/lakehouse-paimon-catalog.md
index 52b8ba5036..1289708fae 100644
--- a/docs/lakehouse-paimon-catalog.md
+++ b/docs/lakehouse-paimon-catalog.md
@@ -192,16 +192,16 @@ You can pass [Paimon table 
properties](https://paimon.apache.org/docs/0.8/mainte
 **Immutable**: Fields that cannot be modified once set.
 :::
 
-| Configuration item                 | Description                             
                     | Default Value | Required  | Reserved | Immutable | Since 
version     |
-|------------------------------------|--------------------------------------------------------------|---------------|-----------|----------|-----------|-------------------|
-| `merge-engine`                     | The table merge-engine.                 
                     | (none)        | No        | No       | Yes       | 
0.6.0-incubating  |
-| `sequence.field`                   | The table sequence.field.               
                     | (none)        | No        | No       | Yes       | 
0.6.0-incubating  |
-| `rowkind.field`                    | The table rowkind.field.                
                     | (none)        | No        | No       | Yes       | 
0.6.0-incubating  |
-| `comment`                          | The table comment.                      
                     | (none)        | No        | Yes      | No        | 
0.6.0-incubating  |
-| `owner`                            | The table owner.                        
                     | (none)        | No        | Yes      | No        | 
0.6.0-incubating  |
-| `bucket-key`                       | The table bucket-key.                   
                     | (none)        | No        | Yes      | No        | 
0.6.0-incubating  |
-| `primary-key`                      | The table primary-key.                  
                     | (none)        | No        | Yes      | No        | 
0.6.0-incubating  |
-| `partition`                        | The table partition.                    
                     | (none)        | No        | Yes      | No        | 
0.6.0-incubating  |
+| Configuration item | Description               | Default Value | Required  | 
Reserved | Immutable | Since version     |
+|--------------------|---------------------------|---------------|-----------|----------|-----------|-------------------|
+| `merge-engine`     | The table merge-engine.   | (none)        | No        | 
No       | Yes       | 0.6.0-incubating  |
+| `sequence.field`   | The table sequence.field. | (none)        | No        | 
No       | Yes       | 0.6.0-incubating  |
+| `rowkind.field`    | The table rowkind.field.  | (none)        | No        | 
No       | Yes       | 0.6.0-incubating  |
+| `comment`          | The table comment.        | (none)        | No        | 
Yes      | No        | 0.6.0-incubating  |
+| `owner`            | The table owner.          | (none)        | No        | 
Yes      | No        | 0.6.0-incubating  |
+| `bucket-key`       | The table bucket-key.     | (none)        | No        | 
Yes      | No        | 0.6.0-incubating  |
+| `primary-key`      | The table primary-key.    | (none)        | No        | 
Yes      | No        | 0.6.0-incubating  |
+| `partition`        | The table partition.      | (none)        | No        | 
Yes      | No        | 0.6.0-incubating  |
 
 ### Table operations
 
diff --git a/docs/manage-fileset-metadata-using-gravitino.md 
b/docs/manage-fileset-metadata-using-gravitino.md
index 79929d6e95..0b666eb38f 100644
--- a/docs/manage-fileset-metadata-using-gravitino.md
+++ b/docs/manage-fileset-metadata-using-gravitino.md
@@ -697,7 +697,7 @@ gravitino_client: GravitinoClient = 
GravitinoClient(uri="http://localhost:8090";,
 catalog: Catalog = gravitino_client.load_catalog(name="catalog")
 changes = (
    FilesetChange.remove_property("fileset_properties_key1"),
-   FilesetChange.set_property("fileset_properties_key2", 
"fileset_propertie_new_value"),
+   FilesetChange.set_property("fileset_properties_key2", 
"fileset_properties_new_value"),
 )
 fileset_new = 
catalog.as_fileset_catalog().alter_fileset(NameIdentifier.of("schema", 
"fileset"), 
                                                          *changes)
diff --git a/docs/manage-metalake-using-gravitino.md 
b/docs/manage-metalake-using-gravitino.md
index ae15bbbb15..098a0c4cc0 100644
--- a/docs/manage-metalake-using-gravitino.md
+++ b/docs/manage-metalake-using-gravitino.md
@@ -144,12 +144,12 @@ metalake = 
gravitino_admin_client.alter_metalake("metalake", *changes)
 
 The following table outlines the supported modifications that you can make to 
a metalake:
 
-| Supported modification | JSON                                                
         | Java                                            | Python             
                                                                       |
-|------------------------|--------------------------------------------------------------|-------------------------------------------------|-------------------------------------------------------------------------------------------|
-| Rename metalake        | `{"@type":"rename","newName":"metalake_renamed"}`   
         | `MetalakeChange.rename("metalake_renamed")`     | 
`MetalakeChange.rename("metalake_renamed")`                                     
          |
-| Update comment         | 
`{"@type":"updateComment","newComment":"new_comment"}`       | 
`MetalakeChange.updateComment("new_comment")`   | 
`MetalakeChange.update_comment("new_comment")`                                  
  |
-| Set property           | 
`{"@type":"setProperty","property":"key1","value":"value1"}` | 
`MetalakeChange.setProperty("key1", "value1")`  | 
`MetalakeChange.set_property("key1", "value1")` |
-| Remove property        | `{"@type":"removeProperty","property":"key1"}`      
         | `MetalakeChange.removeProperty("key1")`         | 
`MetalakeChange.remove_property("key1")`                               |
+| Supported modification | JSON                                                
         | Java                                           | Python              
                            |
+|------------------------|--------------------------------------------------------------|------------------------------------------------|-------------------------------------------------|
+| Rename metalake        | `{"@type":"rename","newName":"metalake_renamed"}`   
         | `MetalakeChange.rename("metalake_renamed")`    | 
`MetalakeChange.rename("metalake_renamed")`     |
+| Update comment         | 
`{"@type":"updateComment","newComment":"new_comment"}`       | 
`MetalakeChange.updateComment("new_comment")`  | 
`MetalakeChange.update_comment("new_comment")`  |
+| Set property           | 
`{"@type":"setProperty","property":"key1","value":"value1"}` | 
`MetalakeChange.setProperty("key1", "value1")` | 
`MetalakeChange.set_property("key1", "value1")` |
+| Remove property        | `{"@type":"removeProperty","property":"key1"}`      
         | `MetalakeChange.removeProperty("key1")`        | 
`MetalakeChange.remove_property("key1")`        |
 
 ## Enable a metalake
 
diff --git a/docs/manage-model-metadata-using-gravitino.md 
b/docs/manage-model-metadata-using-gravitino.md
index 494e5f1c6e..6190595c69 100644
--- a/docs/manage-model-metadata-using-gravitino.md
+++ b/docs/manage-model-metadata-using-gravitino.md
@@ -403,7 +403,7 @@ The following operations are supported for altering a model:
 
 
 | Operation           | JSON Example                                           
    | Java Method                                | Python Method                
               |
- 
|---------------------|------------------------------------------------------------|--------------------------------------------|---------------------------------------------|
+|---------------------|------------------------------------------------------------|--------------------------------------------|---------------------------------------------|
 | **Rename model**    | `{"@type":"rename","newName":"new_name"}`              
    | `ModelChange.rename("new_name")`           | 
`ModelChange.rename("new_name")`            |
 | **Update comment**  | `{"@type":"updateComment","newComment":"new comment"}` 
    | `ModelChange.updateComment("new comment")` | 
`ModelChange.update_comment("new comment")` |
 | **Set property**    | 
`{"@type":"setProperty","property":"key","value":"value"}` | 
`ModelChange.setProperty("key", "value")`  | `ModelChange.set_property("key", 
"value")`  |
diff --git a/docs/manage-relational-metadata-using-gravitino.md 
b/docs/manage-relational-metadata-using-gravitino.md
index f2c1240afd..224d9a2500 100644
--- a/docs/manage-relational-metadata-using-gravitino.md
+++ b/docs/manage-relational-metadata-using-gravitino.md
@@ -900,8 +900,8 @@ The following types that Gravitino supports:
 | String                    | `Types.StringType.get()`                         
                        | `string`                                              
                                                                               
| String type                                                                   
                                                                                
             |
 | FixedChar(length)         | `Types.FixedCharType.of(length)`                 
                        | `char(l)`                                             
                                                                               
| Char type, indicates a fixed-length string                                    
                                                                                
             |
 | VarChar(length)           | `Types.VarCharType.of(length)`                   
                        | `varchar(l)`                                          
                                                                               
| Varchar type, indicates a variable-length string, the length is the maximum 
length of the string                                                            
               |
-| Timestamp(p)              | `Types.TimestampType.withoutTimeZone(p)`         
                        | `timestamp(p)`                                        
                                                                               
| Timestamp type, indicates a timestamp without timezone, where p is the 
precision of fractional seconds (0-12)                                          
                                                                 |
-| TimestampWithTimezone(p)  | `Types.TimestampType.withTimeZone(p)`            
                        | `timestamp_tz(p)`                                     
                                                                               
| Timestamp with timezone type, indicates a timestamp with timezone, where p is 
the precision of fractional seconds (0-12)                                      
                                                                            |
+| Timestamp(p)              | `Types.TimestampType.withoutTimeZone(p)`         
                        | `timestamp(p)`                                        
                                                                               
| Timestamp type, indicates a timestamp without timezone, where p is the 
precision of fractional seconds (0-12)                                          
                    |
+| TimestampWithTimezone(p)  | `Types.TimestampType.withTimeZone(p)`            
                        | `timestamp_tz(p)`                                     
                                                                               
| Timestamp with timezone type, indicates a timestamp with timezone, where p is 
the precision of fractional seconds (0-12)                                      
             |
 | Date                      | `Types.DateType.get()`                           
                        | `date`                                                
                                                                               
| Date type                                                                     
                                                                                
             |
 | Time                      | `Types.TimeType.withoutTimeZone()`               
                        | `time`                                                
                                                                               
| Time type                                                                     
                                                                                
             |
 | IntervalToYearMonth       | `Types.IntervalYearType.get()`                   
                        | `interval_year`                                       
                                                                               
| Interval type, indicates an interval of year and month                        
                                                                                
             |
diff --git a/docs/manage-statistics-in-gravitino.md 
b/docs/manage-statistics-in-gravitino.md
index 45e80829a4..139790fd39 100644
--- a/docs/manage-statistics-in-gravitino.md
+++ b/docs/manage-statistics-in-gravitino.md
@@ -234,9 +234,9 @@ table.dropPartitionStatistics(statisticsToDrop);
 
 ### Server configuration
 
-| Configuration item                                  | Description            
                                                                                
                                                                                
                                              | Default value                   
                                           | Required                           
             | Since version |
-|-----------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------|-------------------------------------------------|---------------|
-| `gravitino.stats.partition.storageFactoryClass`     | The storage factory 
class for partition statistics, which is used to store partition statistics in 
the different storage. The 
`org.apache.gravitino.stats.storage.MemoryPartitionStatsStorageFactory`  can 
only be used for testing. | 
`org.apache.gravitino.stats.storage.LancePartitionStatisticStorageFactory` |  
No                                             | 1.0.0         |
+| Configuration item                              | Description                
                                                                                
                                                                                
                                          | Default value                       
                                       | Required  | Since version |
+|-------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------|-----------|---------------|
+| `gravitino.stats.partition.storageFactoryClass` | The storage factory class 
for partition statistics, which is used to store partition statistics in the 
different storage. The 
`org.apache.gravitino.stats.storage.MemoryPartitionStatsStorageFactory`  can 
only be used for testing. | 
`org.apache.gravitino.stats.storage.LancePartitionStatisticStorageFactory` |  
No       | 1.0.0         |
 
 
 If you use [Lance](https://lancedb.github.io/lance/) as the partition 
statistics storage, you can set the options below, if you have other lance 
storage options, you can pass it by adding prefix 
`gravitino.stats.partition.storageOption.`.

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