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     new 2043d1c0a [KYUUBI #6596] Fix typos in architecture page
2043d1c0a is described below

commit 2043d1c0a28399204f0d6f9ed2a9a0f932e23eb1
Author: Mike Wilson <[email protected]>
AuthorDate: Thu Aug 8 12:12:30 2024 +0000

    [KYUUBI #6596] Fix typos in architecture page
    
    Fixing some typos
    
    ## Types of changes :bookmark:
    
    - [x] Bugfix (non-breaking change which fixes an issue)
    - [ ] New feature (non-breaking change which adds functionality)
    - [ ] Breaking change (fix or feature that would cause existing 
functionality to change)
    
    # Checklist 📝
    
    - [x] This patch was not authored or co-authored using [Generative 
Tooling](https://www.apache.org/legal/generative-tooling.html)
    
    **Be nice. Be informative.**
    
    Closes #6596 from hyperbolic2346/hyperbolic2346-patch-1.
    
    Closes #6596
    
    ebbddf0a6 [Mike Wilson] Update architecture.md
    
    Lead-authored-by: Mike Wilson <[email protected]>
    Co-authored-by: Mike Wilson <[email protected]>
    Signed-off-by: Cheng Pan <[email protected]>
---
 docs/overview/architecture.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/overview/architecture.md b/docs/overview/architecture.md
index f612f4868..568afe878 100644
--- a/docs/overview/architecture.md
+++ b/docs/overview/architecture.md
@@ -60,11 +60,11 @@ The only heavyweight case is when there is no 
`SparkContext` instantiated or cac
 which usually happens when the user is connecting for the first time or has 
not connected for a long time.
 This one-time cost session maintenance model can meet most of the ad-hoc fast 
response requirements.
 
-Kyuubi maintains connections to `SparkConext` in a loosely coupled fashion. 
These `SparkContexts` can be Spark programs created locally in client deploy 
mode by this service instance,
+Kyuubi maintains connections to `SparkContext` in a loosely coupled fashion. 
These `SparkContexts` can be Spark programs created locally in client deploy 
mode by this service instance,
 or in Yarn or Kubernetes clusters in cluster deploy mode.
-In highly available mode, these `SparkConexts` can also be created by other 
Kyuubi instances on different machines and shared by this instance.
+In highly available mode, these `SparkContexts` can also be created by other 
Kyuubi instances on different machines and shared by this instance.
 
-These `SparkConexts` instances are essentially remote query execution engine 
programs hosted by Kyuubi services.
+These `SparkContexts` instances are essentially remote query execution engine 
programs hosted by Kyuubi services.
 These programs are implemented on Spark SQL and compile, optimize, and execute 
SQL statements end-to-end and the necessary interaction with the metadata (e.g. 
Hive Metastore) and storage (e.g. HDFS) services,
 maximizing the power of Spark SQL.
 They can manage their lifecycle, cache and recycle themselves,

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