Update sys mem calc

Signed-off-by: Rehan Durrani <[email protected]>

modin/core/execution/ray/common/utils.py

@@ -221,12 +221,19 @@ def initialize_ray(
                     GPU_MANAGERS.append(GPUManager.remote(i))
     else:
         ray_obj_store_mem = ray.available_resources()["object_store_memory"]
-        virtual_memory = psutil.virtual_memory().total
-        if (ray_obj_store_mem // 1e9) < (0.6 * virtual_memory) // 1e9:
+        system_memory = psutil.virtual_memory().total
+        if sys.platform.startswith("linux"):
+            shm_fd = os.open("/dev/shm", os.O_RDONLY)
+            try:
+                shm_stats = os.fstatvfs(shm_fd)
+                system_memory = shm_stats.f_bsize * shm_stats.f_bavail
+            finally:
+                os.close(shm_fd)
+        if (ray_obj_store_mem // 1e9) < (0.6 * system_memory) // 1e9:
             warnings.warn(
                 "Modin has detected that it is running on a pre-initialized Ray cluster. "
                 + f"This cluster has currently allocated {ray_obj_store_mem // 1e9} GB for its "
-                + f"object store, but the device has {virtual_memory // 1e9} GB of RAM available. "
+                + f"object store, but the device has {system_memory // 1e9} GB of RAM available. "
                 + "Modin recommends initializing Ray with at least 60% of available RAM to prevent "
                 + "Out Of Memory errors."
             )