Bug: Include military time for semantic infer

preprocessing/series_semantic.py

@@ -34,6 +34,23 @@ def check_type(self, series: pl.Series):
         return self.column_type(series.dtype)
 
 
+def parse_time_military(s: pl.Series) -> pl.Series:
+    """Parse time strings with multiple format attempts"""
+    # Try different time formats
+    FORMATS_TO_TRY = ["%H:%M:%S", "%H:%M", "%I:%M:%S %p", "%I:%M %p"]
+
+    for fmt in FORMATS_TO_TRY:
+        try:
+            result = s.str.strptime(pl.Time, format=fmt, strict=False)
+            if result.is_not_null().sum() > 0:  # If any parsed successfully
+                return result
+        except:
+            continue
+
+    # If all formats fail, return nulls
+    return pl.Series([None] * s.len(), dtype=pl.Time)
+
+
 def parse_datetime_with_tz(s: pl.Series) -> pl.Series:
     """Parse datetime strings with timezone info (both abbreviations and offsets)"""
     import warnings
@@ -97,6 +114,14 @@ def parse_datetime_with_tz(s: pl.Series) -> pl.Series:
     data_type="datetime",
 )
 
+time_military = SeriesSemantic(
+    semantic_name="time_military",
+    column_type=pl.String,
+    try_convert=parse_time_military,
+    validate_result=lambda s: s.is_not_null(),
+    data_type="datetime",
+)
+
 datetime_string = SeriesSemantic(
     semantic_name="datetime",
     column_type=pl.String,
@@ -191,6 +216,7 @@ def parse_datetime_with_tz(s: pl.Series) -> pl.Series:
     datetime_string,
     date_string,
     time_string,
+    time_military,
     timestamp_seconds,
     timestamp_milliseconds,
     url,

preprocessing/test_series_semantic.py

@@ -9,6 +9,7 @@
     native_date,
     native_datetime,
     parse_datetime_with_tz,
+    parse_time_military,
     text_catch_all,
     time_string,
 )
@@ -122,6 +123,21 @@ def test_parse_datetime_with_tz():
     assert result.is_not_null().all()
 
 
+def test_parse_time_military():
+    """Test military time parsing function with various formats"""
+    # Test 24-hour format without seconds (HH:MM)
+    series_24h = pl.Series(["23:39", "12:45", "00:30"])
+    result = parse_time_military(series_24h)
+    assert result.dtype == pl.Time
+    assert result.is_not_null().all()
+
+    # Test 24-hour format with seconds (HH:MM:SS)
+    series_24h_sec = pl.Series(["14:30:15", "09:15:30", "23:59:59"])
+    result = parse_time_military(series_24h_sec)
+    assert result.dtype == pl.Time
+    assert result.is_not_null().all()
+
+
 def test_parse_datetime_with_tz_no_timezone():
     """Test datetime parsing without timezone suffix"""
     series = pl.Series(["2025-02-28 00:36:15", "2025-02-28 00:36:13"])
@@ -186,6 +202,16 @@ def test_parse_datetime_mixed_timezones_warning():
     assert result.is_not_null().all()
 
 
+def test_time_military_semantic_inference():
+    """Test that time_military semantic gets properly detected"""
+    # Test 24-hour format detection
+    series_24h = pl.Series(["23:47", "14:30", "09:15", "00:00", "12:45"])
+    semantic = infer_series_semantic(series_24h)
+    assert semantic is not None
+    assert semantic.semantic_name == "time_military"
+    assert semantic.data_type == "datetime"
+
+
 # Edge cases
 def test_all_none_series():
     """Test series with all null values"""