TomTJarosz commented on code in PR #39314:
URL: https://github.com/apache/arrow/pull/39314#discussion_r1434674153


##########
python/pyarrow/pandas-shim.pxi:
##########
@@ -101,8 +101,10 @@ cdef class _PandasAPIShim(object):
                 self._import_pandas(raise_)
             return
 
-        self._tried_importing_pandas = True
-        self._import_pandas(raise_)
+        try:
+            self._import_pandas(raise_)
+        finally:
+            self._tried_importing_pandas = True

Review Comment:
   Yes I considered adding a lock, but I was a bit concerned about potential 
performance implications. May concurrent calls to `_check_import`  become a 
bottle neck as threads wait to acquire the lock? Thoughts? I will follow your 
guidance here.



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