gemini-code-assist[bot] commented on code in PR #510:
URL: https://github.com/apache/tvm-ffi/pull/510#discussion_r2972963172


##########
python/tvm_ffi/_dtype.py:
##########
@@ -63,10 +63,10 @@ class dtype(str):
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   66:        import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/_convert.py:
##########
@@ -58,31 +58,31 @@ def convert(value: Any) -> Any:  # noqa: PLR0911,PLR0912
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   61:        import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/container.py:
##########
@@ -452,9 +452,9 @@ class Map(core.Object, Mapping[K, V]):
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   455:        import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/container.py:
##########
@@ -148,9 +148,9 @@ class Array(core.Object, Sequence[T]):
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   151:        import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/libinfo.py:
##########
@@ -17,7 +17,7 @@
 """Utilities to locate tvm_ffi libraries, headers, and helper include paths.
 
 This module also provides helpers to locate and load platform-specific shared
-libraries by a target_name (e.g., ``tvm_ffi`` -> ``libtvm_ffi.so`` on Linux).

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   The comment should refer to `libffi.so` instead of `libtvm_ffi.so`.
   
   ```suggestion
   20:libraries by a target_name (e.g., ``tvm_ffi`` -> ``libffi.so`` on Linux).
   ```



##########
python/tvm_ffi/libinfo.py:
##########
@@ -49,7 +49,7 @@ def find_libtvm_ffi() -> str:
 
 
 def find_windows_implib() -> str:
-    """Find and return the Windows import library path for tvm_ffi.lib."""

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   The docstring should refer to `ffi.lib` instead of `tvm_ffi.lib`.
   
   ```python
   52:    """Find and return the Windows import library path for ffi.lib.
   ```



##########
python/tvm_ffi/module.py:
##########
@@ -445,7 +445,7 @@ def load_module(path: str | PathLike, keep_module_alive: 
bool = True) -> Module:
 
     keep_module_alive
         Whether to keep the module alive. If True, the module will be kept 
alive
-        for the duration of the program until libtvm_ffi.so is unloaded.

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   The comment should refer to `libffi.so` instead of `libtvm_ffi.so`.
   
   ```suggestion
   448:        for the duration of the program until libffi.so is unloaded.
   ```



##########
python/tvm_ffi/_dtype.py:
##########
@@ -160,9 +160,9 @@ def with_lanes(self, lanes: int) -> dtype:
         --------
         .. code-block:: python
 
-            import tvm_ffi
+            import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   163:            import tvm_ffi as ffi
   ```



##########
docs/guides/python_lang_guide.md:
##########
@@ -101,13 +101,13 @@ This is a very powerful pattern that allows us to inject 
Python callbacks into t
 You can also register a Python callback as a global function.
 
 ```python
-import tvm_ffi
+import tvm_ffi as ffi
 

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   106:@ffi.register_global_func("example.add_one")
   ```



##########
python/tvm_ffi/_dtype.py:
##########
@@ -195,10 +195,10 @@ def itemsize(self) -> int:
         --------
         .. code-block:: python
 
-            import tvm_ffi
+            import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   198:            import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/error.py:
##########
@@ -225,17 +225,17 @@ def register_error(
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi
 
 
-        # Register a custom Python exception so tvm_ffi.Error maps to it
-        @tvm_ffi.error.register_error
+        # Register a custom Python exception so ffi.Error maps to it
+        @ffi.error.register_error

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   232:        @ffi.error.register_error
   ```



##########
python/tvm_ffi/_dtype.py:
##########
@@ -114,11 +114,11 @@ def from_dlpack_data_type(dltype_data_type: tuple[int, 
int, int]) -> dtype:
         --------
         .. code-block:: python
 
-            import tvm_ffi
+            import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   117:            import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/_dtype.py:
##########
@@ -220,15 +220,13 @@ def type_code(self) -> int:
         --------
         .. code-block:: python
 
-            import tvm_ffi
+            import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   223:            import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/_tensor.py:
##########
@@ -100,10 +100,10 @@ def device(device_type: str | int | DLDeviceType, index: 
int | None = None) -> D
 
     .. code-block:: python
 
-      import tvm_ffi
+      import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   103:      import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/_tensor.py:
##########
@@ -48,9 +48,9 @@ class Shape(tuple, PyNativeObject):
     .. code-block:: python
 
         import numpy as np
-        import tvm_ffi
+        import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   51:        import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/cpp/extension.py:
##########
@@ -1018,7 +1018,7 @@ def load_inline(  # noqa: PLR0913
         '''
 
         # compile the cpp source code and load the module
-        mod: Module = tvm_ffi.cpp.load_inline(
+        mod: Module = ffi.cpp.load_inline(

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   1021:        mod: Module = ffi.cpp.load_inline(
   ```



##########
python/tvm_ffi/cpp/extension.py:
##########
@@ -1319,7 +1319,7 @@ def load(
         # ```
 
         # compile the cpp source file and load the module
-        mod: Module = tvm_ffi.cpp.load(
+        mod: Module = ffi.cpp.load(

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   1322:        mod: Module = ffi.cpp.load(
   ```



##########
python/tvm_ffi/error.py:
##########
@@ -225,17 +225,17 @@ def register_error(
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   228:        import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/container.py:
##########
@@ -560,9 +560,9 @@ class Dict(core.Object, MutableMapping[K, V]):
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   563:        import tvm_ffi as ffi
   ```



##########
python/tvm_ffi/libinfo.py:
##########
@@ -34,7 +34,7 @@
 
 
 def find_libtvm_ffi() -> str:
-    """Find libtvm_ffi.

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   The docstring should refer to `libffi` instead of `libtvm_ffi`.
   
   ```python
   37:    """Find libffi.
   ```



##########
python/tvm_ffi/error.py:
##########
@@ -225,17 +225,17 @@ def register_error(
     --------
     .. code-block:: python
 
-        import tvm_ffi
+        import tvm_ffi as ffi
 
 
-        # Register a custom Python exception so tvm_ffi.Error maps to it
-        @tvm_ffi.error.register_error
+        # Register a custom Python exception so ffi.Error maps to it
+        @ffi.error.register_error
         class MyError(RuntimeError):
             pass
 
 
         # Convert a Python exception to an FFI Error and back
-        ffi_err = tvm_ffi.convert(MyError("boom"))
+        ffi_err = ffi.convert(MyError("boom"))

Review Comment:
   ![medium](https://www.gstatic.com/codereviewagent/medium-priority.svg)
   
   Consider applying the `ffi` alias directly during import for improved 
readability.
   
   ```suggestion
   238:        ffi_err = ffi.convert(MyError("boom"))
   ```



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