Added types to df.info() (#875)

Co-authored-by: Askhat Nuriddinov <[email protected]>

pandas-stubs/core/frame.pyi

@@ -570,7 +570,12 @@ class DataFrame(NDFrame, OpsMixin):
         storage_options: StorageOptions = ...,
     ) -> str: ...
     def info(
-        self, verbose=..., buf=..., max_cols=..., memory_usage=..., null_counts=...
+        self,
+        verbose: bool | None = ...,
+        buf: WriteBuffer[str] = ...,
+        max_cols: int | None = ...,
+        memory_usage: bool | Literal["deep"] | None = ...,
+        show_counts: bool | None = ...,
     ) -> None: ...
     def memory_usage(self, index: _bool = ..., deep: _bool = ...) -> Series: ...
     def transpose(self, *args, copy: _bool = ...) -> DataFrame: ...

tests/test_frame.py

@@ -3147,3 +3147,25 @@ def test_get() -> None:
         pd.DataFrame,
     )
     check(assert_type(df.get(["z"], default=1), Union[pd.DataFrame, int]), int)
+
+
+def test_info() -> None:
+    df = pd.DataFrame()
+
+    check(assert_type(df.info(verbose=True), None), type(None))
+    check(assert_type(df.info(verbose=False), None), type(None))
+    check(assert_type(df.info(verbose=None), None), type(None))
+
+    check(assert_type(df.info(buf=io.StringIO()), None), type(None))
+
+    check(assert_type(df.info(max_cols=1), None), type(None))
+    check(assert_type(df.info(max_cols=None), None), type(None))
+
+    check(assert_type(df.info(memory_usage=True), None), type(None))
+    check(assert_type(df.info(memory_usage=False), None), type(None))
+    check(assert_type(df.info(memory_usage="deep"), None), type(None))
+    check(assert_type(df.info(memory_usage=None), None), type(None))
+
+    check(assert_type(df.info(show_counts=True), None), type(None))
+    check(assert_type(df.info(show_counts=False), None), type(None))
+    check(assert_type(df.info(show_counts=None), None), type(None))