From b1ec488f1b8e72b9bfe7a54397327b45a7caa7e0 Mon Sep 17 00:00:00 2001
From: Stefan Klug <stefan.klug@ideasonboard.com>
Date: Thu, 19 Dec 2024 18:57:24 +0100
Subject: libtuning: Add initial AWB module

This AWB module uses the awb function from Raspberry Pi to calculate the
needed white balance gains per colour temperature. It stores these gains
in the tuning file.

Signed-off-by: Stefan Klug <stefan.klug@ideasonboard.com>
Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
Reviewed-by: Paul Elder <paul.elder@ideasonboard.com>
Reviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>
---
 utils/tuning/libtuning/modules/awb/__init__.py |  6 +++++
 utils/tuning/libtuning/modules/awb/awb.py      | 36 ++++++++++++++++++++++++++
 utils/tuning/libtuning/modules/awb/rkisp1.py   | 27 +++++++++++++++++++
 3 files changed, 69 insertions(+)
 create mode 100644 utils/tuning/libtuning/modules/awb/__init__.py
 create mode 100644 utils/tuning/libtuning/modules/awb/awb.py
 create mode 100644 utils/tuning/libtuning/modules/awb/rkisp1.py

diff --git a/utils/tuning/libtuning/modules/awb/__init__.py b/utils/tuning/libtuning/modules/awb/__init__.py
new file mode 100644
index 00000000..2d67f10c
--- /dev/null
+++ b/utils/tuning/libtuning/modules/awb/__init__.py
@@ -0,0 +1,6 @@
+# SPDX-License-Identifier: GPL-2.0-or-later
+#
+# Copyright (C) 2024, Ideas On Board
+
+from libtuning.modules.awb.awb import AWB
+from libtuning.modules.awb.rkisp1 import AWBRkISP1
diff --git a/utils/tuning/libtuning/modules/awb/awb.py b/utils/tuning/libtuning/modules/awb/awb.py
new file mode 100644
index 00000000..c154cf3b
--- /dev/null
+++ b/utils/tuning/libtuning/modules/awb/awb.py
@@ -0,0 +1,36 @@
+# SPDX-License-Identifier: GPL-2.0-or-later
+#
+# Copyright (C) 2024, Ideas On Board
+
+import logging
+
+from ..module import Module
+
+from libtuning.ctt_awb import awb
+import numpy as np
+
+logger = logging.getLogger(__name__)
+
+
+class AWB(Module):
+    type = 'awb'
+    hr_name = 'AWB (Base)'
+    out_name = 'GenericAWB'
+
+    def __init__(self, *, debug: list):
+        super().__init__()
+
+        self.debug = debug
+
+    def do_calculation(self, images):
+        logger.info('Starting AWB calculation')
+
+        imgs = [img for img in images if img.macbeth is not None]
+
+        gains, _, _ = awb(imgs, None, None, False)
+        gains = np.reshape(gains, (-1, 3))
+
+        return [{
+                    'ct': int(v[0]),
+                    'gains': [float(1.0 / v[1]), float(1.0 / v[2])]
+                } for v in gains]
diff --git a/utils/tuning/libtuning/modules/awb/rkisp1.py b/utils/tuning/libtuning/modules/awb/rkisp1.py
new file mode 100644
index 00000000..0c95843b
--- /dev/null
+++ b/utils/tuning/libtuning/modules/awb/rkisp1.py
@@ -0,0 +1,27 @@
+# SPDX-License-Identifier: GPL-2.0-or-later
+#
+# Copyright (C) 2024, Ideas On Board
+#
+# AWB module for tuning rkisp1
+
+from .awb import AWB
+
+import libtuning as lt
+
+
+class AWBRkISP1(AWB):
+    hr_name = 'AWB (RkISP1)'
+    out_name = 'Awb'
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+
+    def validate_config(self, config: dict) -> bool:
+        return True
+
+    def process(self, config: dict, images: list, outputs: dict) -> dict:
+        output = {}
+
+        output['colourGains'] = self.do_calculation(images)
+
+        return output
-- 
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