TEST-modin-project#6505: update python version for ASV benchmarks on HDK (modin-project#6504)

Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com>

Author: anmyachev

.github/workflows/ci.yml

@@ -265,6 +265,10 @@ jobs:
               sed -i 's/def time_groupby_agg_nunique(self, \*args, \*\*kwargs):/# def time_groupby_agg_nunique(self, *args, **kwargs):/g' benchmarks/hdk/benchmarks.py
               sed -i 's/execute(self.df.groupby(by=self.groupby_columns).agg("nunique"))/# execute(self.df.groupby(by=self.groupby_columns).agg("nunique"))/g' benchmarks/hdk/benchmarks.py
 
+              # Otherwise, ASV considers that the environment has already been created, although ASV command is run for another config,
+              # which requires the creation of a completely new environment. This step will be required after removing the manual environment setup step.
+              rm -f -R .asv/env/
+
               # TODO: Remove manual environment creation after fix https://github.com/airspeed-velocity/asv/issues/1310
               mamba env create -f ../requirements/env_hdk.yml
               conda activate modin_on_hdk

asv_bench/asv.conf.hdk.json

@@ -34,7 +34,7 @@
 
     // The Pythons you'd like to test against.  If not provided, defaults
     // to the current version of Python used to run `asv`.
-    "pythons": ["3.7"],
+    "pythons": ["3.8"],
 
     // The list of conda channel names to be searched for benchmark
     // dependency packages in the specified order

asv_bench/asv.conf.json

@@ -55,7 +55,7 @@
 
     // The Pythons you'd like to test against.  If not provided, defaults
     // to the current version of Python used to run `asv`.
-    // "pythons": ["3.7"],
+    "pythons": ["3.8"],
 
     // The list of conda channel names to be searched for benchmark
     // dependency packages in the specified order