alkismavridis commented on issue #56641:
URL: https://github.com/apache/airflow/issues/56641#issuecomment-3479139319

   Hi. Plot twist here 🫤
   
   After running it for couple of days, seems like memory keeps increasing - it 
just does so slower. Screenshot is 7 days of data (with reduced parallelism to 
16):
   
   <img width="1487" height="302" alt="Image" 
src="https://github.com/user-attachments/assets/f2710fbd-3afa-4741-aeb7-29d06fc2b18f";
 />
   
   
   smem:
   
   ```
   $ smem -k
     PID User     Command                         Swap      USS      PSS      
RSS 
       1 default  /usr/bin/dumb-init -- /entr        0    92.0K   120.0K     
1.2M 
   117071 default  bash                               0   572.0K   809.0K     
3.6M 
   24603 default  bash                               0   568.0K   812.0K     
3.5M 
   46027 default  bash                               0   568.0K   812.0K     
3.7M 
   43790 default  bash                               0   572.0K   828.0K     
3.6M 
   49584 default  bash                               0   580.0K   835.0K     
3.6M 
    1712 default  bash                               0   608.0K   846.0K     
3.8M 
   117078 default  /usr/bin/python3 /usr/bin/s        0    13.5M    13.6M    
16.0M 
   36073 default  airflow worker -- 019a375e-        0    44.4M    75.2M   
186.6M 
    2337 default  airflow worker -- LocalExec        0    56.2M    86.8M   
199.8M 
    1628 default  airflow worker -- LocalExec        0    38.2M    90.0M   
202.2M 
      32 default  airflow worker -- LocalExec        0    51.1M    90.2M   
189.3M 
      26 default  /usr/python/bin/python3.12         0    83.8M    90.4M   
149.3M 
      31 default  airflow worker -- LocalExec        0    52.9M    91.9M   
191.2M 
     731 default  airflow worker -- LocalExec        0    54.7M    93.5M   
193.2M 
     732 default  airflow worker -- LocalExec        0    54.9M    93.7M   
193.9M 
    2363 default  airflow worker -- LocalExec        0    68.8M    94.4M   
201.0M 
   114189 default  airflow worker -- 019a47df-        0    43.0M    95.2M   
207.6M 
    1760 default  airflow worker -- LocalExec        0    63.7M    99.7M   
197.9M 
    1765 default  airflow worker -- LocalExec        0    63.7M    99.7M   
198.3M 
      25 default  airflow serve-logs                 0    97.6M   104.3M   
165.4M 
    2338 default  airflow worker -- LocalExec        0   104.5M   112.8M   
185.5M 
    1987 default  airflow worker -- LocalExec        0   130.6M   134.2M   
199.8M 
    2112 default  airflow worker -- LocalExec        0   132.5M   136.1M   
198.9M 
    1823 default  airflow worker -- LocalExec        0   134.8M   138.1M   
198.5M 
    2778 default  airflow worker -- LocalExec        0   137.7M   140.8M   
200.4M 
    1812 default  airflow worker -- LocalExec        0   138.4M   141.7M   
203.1M 
       7 default  /usr/python/bin/python3.12         0   139.1M   143.9M   
203.8M 
    2679 default  airflow worker -- LocalExec        0   143.1M   145.7M   
197.3M
   ```
   
   As you see, the USS of some workers has reached 140MB levels. I am still not 
sure if there is a maximum and what that would be.


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