dimas-b commented on code in PR #4075:
URL: https://github.com/apache/polaris/pull/4075#discussion_r3024315612


##########
client/python/apache_polaris/cli/command/utils.py:
##########
@@ -64,3 +69,140 @@ def format_timestamp(ms_since_epoch: int) -> str:
         ms_since_epoch / 1000, tz=datetime.timezone.utc
     )
     return dt.strftime("%Y-%m-%d %H:%M:%S UTC")
+
+
+def is_fuzzy_match(query: str, target: str, threshold: float = 0.85) -> bool:
+    """
+    Determine if a query matches a target using multi-stage fuzzy strategies 
and case-insensitive.
+    """
+    if not query:
+        return False
+    q = query.lower()
+    t = target.lower()
+    query_len = len(q)
+    # Exact match
+    if q == t:
+        return True
+    # Prefix match
+    if t.startswith(q):
+        return True
+    # Substring match: enabled for length > 1
+    if query_len > 1 and q in t:
+        return True
+    # Subsequence match: enabled for length > 2
+    if query_len > 2:
+        iterator = iter(t)
+        if all(char in iterator for char in q):

Review Comment:
   I'm fine with this logic if it works for you :) just wanted to make sure the 
behaviour was intentional :)



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