kou opened a new issue, #43702:
URL: https://github.com/apache/arrow/issues/43702

   ### Describe the enhancement requested
   
   Our bundled Azure SDK for C++ is azure-core_1.10.3 but conda uses more 
recent version:
   
   
https://github.com/ursacomputing/crossbow/actions/runs/10391631674/job/28774978364#step:7:933
   
   ```text
   azure-core-cpp            1.13.0               h935415a_0    conda-forge
   azure-identity-cpp        1.9.0                hd126650_0    conda-forge
   azure-storage-blobs-cpp   12.12.0              hd2e3451_0    conda-forge
   azure-storage-common-cpp  12.7.0               h10ac4d7_1    conda-forge
   azure-storage-files-datalake-cpp 12.11.0              h325d260_1    
conda-forge
   ```
   
   It causes test failures:
   
   
https://github.com/ursacomputing/crossbow/actions/runs/10391631674/job/28774978364#step:7:13273
   
   ```text
   C++ exception with description "400 The API version 2024-08-04 is not 
supported by Azurite. Please upgrade Azurite to latest version and retry. If 
you are using Azurite in Visual Studio, please check you have installed latest 
Visual Studio patch. Azurite command line parameter "--skipApiVersionCheck" or 
Visual Studio Code configuration "Skip Api Version Check" can skip this error.
   The API version 2024-08-04 is not supported by Azurite. Please upgrade 
Azurite to latest version and retry. If you are using Azurite in Visual Studio, 
please check you have installed latest Visual Studio patch. Azurite command 
line parameter "--skipApiVersionCheck" or Visual Studio Code configuration 
"Skip Api Version Check" can skip this error.
   ```
   
   ### Component(s)
   
   C++


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