MLIA-650 Implement new CLI changes

Breaking change in the CLI and API: Sub-commands "optimization",
"operators", and "performance" were replaced by "check", which
incorporates compatibility and performance checks, and "optimize" which
is used for optimization. "get_advice" API was adapted to these CLI
changes.

API changes:

* Remove previous advice category "all" that would perform all three
  operations (when possible). Replace them with the ability to pass a
  set of the advice categories.
* Update api.get_advice method docstring to reflect new changes.
* Set default advice category to COMPATIBILITY
* Update core.common.AdviceCategory by changing the "OPERATORS" advice
  category to "COMPATIBILITY" and removing "ALL" enum type.
  Update all subsequent methods that previously used "OPERATORS" to use
  "COMPATIBILITY".
* Update core.context.ExecutionContext to have "COMPATIBILITY" as
  default advice_category instead of "ALL".
* Remove api.generate_supported_operators_report and all related
  functions from cli.commands, cli.helpers, cli.main, cli.options,
  core.helpers
* Update tests to reflect new API changes.

CLI changes:

* Update README.md to contain information on the new CLI
* Remove the ability to generate supported operators support from MLIA
  CLI
* Replace `mlia ops` and `mlia perf` with the new `mlia check` command
  that can be used to perform both operations.
* Replace `mlia opt` with the new `mlia optimize` command.
* Replace `--evaluate-on` flag with `--backend` flag
* Replace `--verbose` flag with `--debug` flag (no behaviour change).
* Remove the ability for the user to select MLIA working directory.
  Create and use a temporary directory in /temp instead.
* Change behaviour of `--output` flag to not format the content
  automatically based on file extension anymore. Instead it will simply
  redirect to a file.
* Add the `--json` flag to specfy that the format of the output should
  be json.
* Add command validators that are used to validate inter-dependent
  flags (e.g. backend validation based on target_profile).
* Add support for selecting built-in backends for both `check` and
  `optimize` commands.
* Add new unit tests and update old ones to test the new CLI changes.
* Update RELEASES.md
* Update copyright notice

Change-Id: Ia6340797c7bee3acbbd26601950e5a16ad5602db

1 files changed, 9 insertions, 9 deletions

diff --git a/tests/test_target_cortex_a_advice_generation.py b/tests/test_target_cortex_a_advice_generation.py
index 6effe4c..1997c52 100644
--- a/tests/test_target_cortex_a_advice_generation.py
+++ b/tests/test_target_cortex_a_advice_generation.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-FileCopyrightText: Copyright 2022-2023, Arm Limited and/or its affiliates.
 # SPDX-License-Identifier: Apache-2.0
 """Tests for advice generation."""
 from __future__ import annotations
@@ -31,7 +31,7 @@ BACKEND_INFO = (
     [
         [
             ModelIsNotCortexACompatible(BACKEND_INFO, {"UNSUPPORTED_OP"}, {}),
-            AdviceCategory.OPERATORS,
+            {AdviceCategory.COMPATIBILITY},
             [
                 Advice(
                     [
@@ -61,7 +61,7 @@ BACKEND_INFO = (
                     )
                 },
             ),
-            AdviceCategory.OPERATORS,
+            {AdviceCategory.COMPATIBILITY},
             [
                 Advice(
                     [
@@ -93,7 +93,7 @@ BACKEND_INFO = (
         ],
         [
             ModelIsCortexACompatible(BACKEND_INFO),
-            AdviceCategory.OPERATORS,
+            {AdviceCategory.COMPATIBILITY},
             [
                 Advice(
                     [
@@ -108,7 +108,7 @@ BACKEND_INFO = (
                 flex_ops=["flex_op1", "flex_op2"],
                 custom_ops=["custom_op1", "custom_op2"],
             ),
-            AdviceCategory.OPERATORS,
+            {AdviceCategory.COMPATIBILITY},
             [
                 Advice(
                     [
@@ -142,7 +142,7 @@ BACKEND_INFO = (
         ],
         [
             ModelIsNotTFLiteCompatible(),
-            AdviceCategory.OPERATORS,
+            {AdviceCategory.COMPATIBILITY},
             [
                 Advice(
                     [
@@ -154,7 +154,7 @@ BACKEND_INFO = (
         ],
         [
             ModelHasCustomOperators(),
-            AdviceCategory.OPERATORS,
+            {AdviceCategory.COMPATIBILITY},
             [
                 Advice(
                     [
@@ -166,7 +166,7 @@ BACKEND_INFO = (
         ],
         [
             TFLiteCompatibilityCheckFailed(),
-            AdviceCategory.OPERATORS,
+            {AdviceCategory.COMPATIBILITY},
             [
                 Advice(
                     [
@@ -181,7 +181,7 @@ BACKEND_INFO = (
 def test_cortex_a_advice_producer(
     tmpdir: str,
     input_data: DataItem,
-    advice_category: AdviceCategory,
+    advice_category: set[AdviceCategory],
     expected_advice: list[Advice],
 ) -> None:
     """Test Cortex-A advice producer."""