From 5d81f37de09efe10f90512e50252be9c36925fcf Mon Sep 17 00:00:00 2001
From: Benjamin Klimczak <benjamin.klimczak@arm.com>
Date: Mon, 11 Jul 2022 12:33:42 +0100
Subject: MLIA-551 Rework remains of AIET architecture

Re-factoring the code base to further merge the old AIET code into MLIA.

- Remove last traces of the backend type 'tool'
- Controlled systems removed, including SSH protocol, controller,
  RunningCommand, locks etc.
- Build command / build dir and deploy functionality removed from
  Applications and Systems
- Moving working_dir()
- Replace module 'output_parser' with new module 'output_consumer' and
  merge Base64 parsing into it
- Change the output consumption to optionally remove (i.e. actually
  consume) lines
- Use Base64 parsing in GenericInferenceOutputParser, replacing the
  regex-based parsing and remove the now unused regex parsing
- Remove AIET reporting
- Pre-install applications by moving them to src/mlia/resources/backends
- Rename aiet-config.json to backend-config.json
- Move tests from tests/mlia/ to tests/
- Adapt unit tests to code changes
- Dependencies removed: paramiko, filelock, psutil
- Fix bug in corstone.py: The wrong resource directory was used which
  broke the functionality to download backends.
- Use f-string formatting.
- Use logging instead of print.

Change-Id: I768bc3bb6b2eda57d219ad01be4a8e0a74167d76
---
 tests/test_core_data_analysis.py | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)
 create mode 100644 tests/test_core_data_analysis.py

(limited to 'tests/test_core_data_analysis.py')

diff --git a/tests/test_core_data_analysis.py b/tests/test_core_data_analysis.py
new file mode 100644
index 0000000..a782159
--- /dev/null
+++ b/tests/test_core_data_analysis.py
@@ -0,0 +1,31 @@
+# SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+# SPDX-License-Identifier: Apache-2.0
+"""Tests for module data_analysis."""
+from dataclasses import dataclass
+
+from mlia.core.common import DataItem
+from mlia.core.data_analysis import Fact
+from mlia.core.data_analysis import FactExtractor
+
+
+def test_fact_extractor() -> None:
+    """Test fact extractor."""
+
+    @dataclass
+    class SampleFact(Fact):
+        """Sample fact."""
+
+        msg: str
+
+    class SampleExtractor(FactExtractor):
+        """Sample extractor."""
+
+        def analyze_data(self, data_item: DataItem) -> None:
+            self.add_fact(SampleFact(f"Fact for {data_item}"))
+
+    extractor = SampleExtractor()
+    extractor.analyze_data(42)
+    extractor.analyze_data("some data")
+
+    facts = extractor.get_analyzed_data()
+    assert facts == [SampleFact("Fact for 42"), SampleFact("Fact for some data")]
-- 
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