MLIA-433 Add TensorFlow Lite compatibility check

- Add ability to intercept low level TensorFlow output
- Produce advice for the models that could not be
  converted to the TensorFlow Lite format
- Refactor utility functions for TensorFlow Lite
  conversion
- Add TensorFlow Lite compatibility checker

Change-Id: I47d120d2619ced7b143bc92c5184515b81c0220d

1 files changed, 22 insertions, 0 deletions

diff --git a/src/mlia/core/reporters.py b/src/mlia/core/reporters.py
new file mode 100644
index 0000000..de73ad7
--- /dev/null
+++ b/src/mlia/core/reporters.py
@@ -0,0 +1,22 @@
+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Reports module."""
+from __future__ import annotations
+
+from mlia.core.advice_generation import Advice
+from mlia.core.reporting import Column
+from mlia.core.reporting import Report
+from mlia.core.reporting import Table
+
+
+def report_advice(advice: list[Advice]) -> Report:
+    """Generate report for the advice."""
+    return Table(
+        columns=[
+            Column("#", only_for=["plain_text"]),
+            Column("Advice", alias="advice_message"),
+        ],
+        rows=[(i + 1, a.messages) for i, a in enumerate(advice)],
+        name="Advice",
+        alias="advice",
+    )