areusch commented on code in PR #12818:
URL: https://github.com/apache/tvm/pull/12818#discussion_r978035114


##########
apps/microtvm/arduino/template_project/microtvm_api_server.py:
##########
@@ -313,7 +297,90 @@ def _find_modified_include_path(self, project_dir, 
file_path, include_path):
         # It's probably a standard C/C++ header
         return include_path
 
+    CMSIS_INCLUDE_HEADERS = [
+        "arm_nn_math_types.h",
+        "arm_nn_tables.h",
+        "arm_nn_types.h",
+        "arm_nnfunctions.h",
+        "arm_nnsupportfunctions.h",
+    ]
+
+    def _cmsis_required(self, project_path: pathlib.Path) -> bool:
+        """Check if CMSIS dependency is required."""
+        project_path = pathlib.Path(project_path)
+        for path in (project_path / "src" / "model").iterdir():
+            if path.is_file():
+                # Encoding is for reading C generated code which also includes 
hex numbers
+                with open(path, "r", encoding="ISO-8859-1") as lib_f:
+                    lib_content = lib_f.read()
+                if any(header in lib_content for header in 
self.CMSIS_INCLUDE_HEADERS):
+                    return True
+        return False
+
+    def _copy_cmsis(self, project_path: pathlib.Path, cmsis_path: str):
+        """Copy CMSIS header files to project.
+        Note: We use this CMSIS 
package:https://www.arduino.cc/reference/en/libraries/arduino_cmsis-dsp/
+        However, the latest release does not include header files that are 
copied in this function.
+        """
+        (project_path / "include" / "cmsis").mkdir()
+        cmsis_path = get_cmsis_path(cmsis_path)
+        for item in self.CMSIS_INCLUDE_HEADERS:
+            shutil.copy2(
+                cmsis_path / "CMSIS" / "NN" / "Include" / item,
+                project_path / "include" / "cmsis" / item,
+            )
+
+    # These tokens are used in the Makefile.template file.
+    # They are replaced with proper value in generate_project step.
+    FQBN_TOKEN = "<FQBN>"
+    VERBOSE_FLAG_TOKEN = "<VERBOSE_FLAG>"
+    ARUINO_CLI_CMD_TOKEN = "<ARUINO_CLI_CMD>"
+    BOARD_TOKEN = "<BOARD>"
+    BUILD_EXTRA_FLAGS_TOKEN = "<BUILD_EXTRA_FLAGS>"
+
+    def _populate_makefile(
+        self,
+        makefile_template_path: pathlib.Path,
+        makefile_path: pathlib.Path,
+        board: str,

Review Comment:
   why not accept options dict here? it might make it a little easier to move 
code around in this file



##########
apps/microtvm/arduino/template_project/microtvm_api_server.py:
##########
@@ -313,7 +297,90 @@ def _find_modified_include_path(self, project_dir, 
file_path, include_path):
         # It's probably a standard C/C++ header
         return include_path
 
+    CMSIS_INCLUDE_HEADERS = [
+        "arm_nn_math_types.h",
+        "arm_nn_tables.h",
+        "arm_nn_types.h",
+        "arm_nnfunctions.h",
+        "arm_nnsupportfunctions.h",
+    ]
+
+    def _cmsis_required(self, project_path: pathlib.Path) -> bool:
+        """Check if CMSIS dependency is required."""
+        project_path = pathlib.Path(project_path)
+        for path in (project_path / "src" / "model").iterdir():
+            if path.is_file():
+                # Encoding is for reading C generated code which also includes 
hex numbers
+                with open(path, "r", encoding="ISO-8859-1") as lib_f:
+                    lib_content = lib_f.read()
+                if any(header in lib_content for header in 
self.CMSIS_INCLUDE_HEADERS):
+                    return True
+        return False
+
+    def _copy_cmsis(self, project_path: pathlib.Path, cmsis_path: str):
+        """Copy CMSIS header files to project.
+        Note: We use this CMSIS 
package:https://www.arduino.cc/reference/en/libraries/arduino_cmsis-dsp/
+        However, the latest release does not include header files that are 
copied in this function.
+        """
+        (project_path / "include" / "cmsis").mkdir()
+        cmsis_path = get_cmsis_path(cmsis_path)
+        for item in self.CMSIS_INCLUDE_HEADERS:
+            shutil.copy2(
+                cmsis_path / "CMSIS" / "NN" / "Include" / item,
+                project_path / "include" / "cmsis" / item,
+            )
+
+    # These tokens are used in the Makefile.template file.
+    # They are replaced with proper value in generate_project step.
+    FQBN_TOKEN = "<FQBN>"

Review Comment:
   can you make this a regexp and use re.findall to substitute? e.g.
   ```
   VARS = {"VERBOSE_FLAG": "--verbose" if verbose else "", ...}
   SUBST_TOKEN_RE = re.compile(r"<(?P<var>[A-Z]_+)>")
   outs = []
   for i, m in enumerate(re.split(SUBST_TOKEN_RE, line)):
     if i % 2 == 1:
       # m is a var
       m = VARS[m]
      outs.append(m)
   ```



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