From 19dc8c28f63c2dc8842b88c1fd45c999c7171398 Mon Sep 17 00:00:00 2001
From: Paul Elder <paul.elder@ideasonboard.com>
Date: Thu, 6 Oct 2022 20:23:09 +0900
Subject: utils: tuning: libtuning: Implement the core of libtuning

Implement the core of libtuning, our new tuning tool infrastructure. It
leverages components from raspberrypi's ctt that could be reused for
tuning tools for other platforms.

The core components include:
- The Image class
- libtuning (entry point and other core functions)
- macbeth-related tools, including the macbeth reference image
- utils

Signed-off-by: Paul Elder <paul.elder@ideasonboard.com>
Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
---
 utils/tuning/libtuning/utils.py | 125 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 125 insertions(+)
 create mode 100644 utils/tuning/libtuning/utils.py

(limited to 'utils/tuning/libtuning/utils.py')

diff --git a/utils/tuning/libtuning/utils.py b/utils/tuning/libtuning/utils.py
new file mode 100644
index 00000000..b60f2c9b
--- /dev/null
+++ b/utils/tuning/libtuning/utils.py
@@ -0,0 +1,125 @@
+# SPDX-License-Identifier: BSD-2-Clause
+#
+# Copyright (C) 2019, Raspberry Pi Ltd
+# Copyright (C) 2022, Paul Elder <paul.elder@ideasonboard.com>
+#
+# utils.py - Utilities for libtuning
+
+import decimal
+import math
+import numpy as np
+import os
+from pathlib import Path
+import re
+import sys
+
+import libtuning as lt
+from libtuning.image import Image
+from libtuning.macbeth import locate_macbeth
+
+# Utility functions
+
+
+def eprint(*args, **kwargs):
+    print(*args, file=sys.stderr, **kwargs)
+
+
+def get_module_by_type_name(modules, name):
+    for module in modules:
+        if module.type == name:
+            return module
+    return None
+
+
+# Private utility functions
+
+
+def _list_image_files(directory):
+    d = Path(directory)
+    files = [d.joinpath(f) for f in os.listdir(d)
+             if re.search(r'\.(jp[e]g$)|(dng$)', f)]
+    files.sort()
+    return files
+
+
+def _parse_image_filename(fn: Path):
+    result = re.search(r'^(alsc_)?(\d+)[kK]_(\d+)?[lLuU]?.\w{3,4}$', fn.name)
+    if result is None:
+        eprint(f'The file name of {fn.name} is incorrectly formatted')
+        return None, None, None
+
+    color = int(result.group(2))
+    lsc_only = result.group(1) is not None
+    lux = None if lsc_only else int(result.group(3))
+
+    return color, lux, lsc_only
+
+
+# \todo Implement this from check_imgs() in ctt.py
+def _validate_images(images):
+    return True
+
+
+# Public utility functions
+
+
+# @brief Load images into a single list of Image instances
+# @param input_dir Directory from which to load image files
+# @param config Configuration dictionary
+# @param load_nonlsc Whether or not to load non-lsc images
+# @param load_lsc Whether or not to load lsc-only images
+# @return A list of Image instances
+def load_images(input_dir: str, config: dict, load_nonlsc: bool, load_lsc: bool) -> list:
+    files = _list_image_files(input_dir)
+    if len(files) == 0:
+        eprint(f'No images found in {input_dir}')
+        return None
+
+    images = []
+    for f in files:
+        color, lux, lsc_only = _parse_image_filename(f)
+        if color is None:
+            continue
+
+        # Skip lsc image if we don't need it
+        if lsc_only and not load_lsc:
+            eprint(f'Skipping {f.name} as this tuner has no LSC module')
+            continue
+
+        # Skip non-lsc image if we don't need it
+        if not lsc_only and not load_nonlsc:
+            eprint(f'Skipping {f.name} as this tuner only has an LSC module')
+            continue
+
+        # Load image
+        try:
+            image = Image(f)
+        except Exception as e:
+            eprint(f'Failed to load image {f.name}: {e}')
+            continue
+
+        # Populate simple fields
+        image.lsc_only = lsc_only
+        image.color = color
+        image.lux = lux
+
+        # Black level comes from the TIFF tags, but they are overridable by the
+        # config file.
+        if 'blacklevel' in config['general']:
+            image.blacklevel_16 = config['general']['blacklevel']
+
+        if lsc_only:
+            images.append(image)
+            continue
+
+        # Handle macbeth
+        macbeth = locate_macbeth(config)
+        if macbeth is None:
+            continue
+
+        images.append(image)
+
+    if not _validate_images(images):
+        return None
+
+    return images
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