From 4eb3ff2350f6cf38fa72dfcfd98a41c2cda4ad95 Mon Sep 17 00:00:00 2001
From: Paul Elder <paul.elder@ideasonboard.com>
Date: Thu, 29 Feb 2024 18:31:36 +0900
Subject: utils: libtuning: modules: Add skeletal AGC module

Add a skeletal AGC module just so that we can have some AGC tuning
values that we can use to test during development of AGC in the IPAs. As
rkisp1 is the main target, we only add support for rkisp1 for now.

The parameters are mostly copied from the hardcoded values in ctt,
except for the metering modes.

Signed-off-by: Paul Elder <paul.elder@ideasonboard.com>
Reviewed-by: Stefan Klug <stefan.klug@ideasonboard.com>
Reviewed-by: Kieran Bingham <kieran.bingham@ideasonboard.com>
---
 utils/tuning/libtuning/modules/agc/__init__.py |  6 ++
 utils/tuning/libtuning/modules/agc/agc.py      | 21 +++++++
 utils/tuning/libtuning/modules/agc/rkisp1.py   | 79 ++++++++++++++++++++++++++
 3 files changed, 106 insertions(+)
 create mode 100644 utils/tuning/libtuning/modules/agc/__init__.py
 create mode 100644 utils/tuning/libtuning/modules/agc/agc.py
 create mode 100644 utils/tuning/libtuning/modules/agc/rkisp1.py

diff --git a/utils/tuning/libtuning/modules/agc/__init__.py b/utils/tuning/libtuning/modules/agc/__init__.py
new file mode 100644
index 00000000..4db9ca37
--- /dev/null
+++ b/utils/tuning/libtuning/modules/agc/__init__.py
@@ -0,0 +1,6 @@
+# SPDX-License-Identifier: GPL-2.0-or-later
+#
+# Copyright (C) 2024, Paul Elder <paul.elder@ideasonboard.com>
+
+from libtuning.modules.agc.agc import AGC
+from libtuning.modules.agc.rkisp1 import AGCRkISP1
diff --git a/utils/tuning/libtuning/modules/agc/agc.py b/utils/tuning/libtuning/modules/agc/agc.py
new file mode 100644
index 00000000..9c8899ba
--- /dev/null
+++ b/utils/tuning/libtuning/modules/agc/agc.py
@@ -0,0 +1,21 @@
+# SPDX-License-Identifier: BSD-2-Clause
+#
+# Copyright (C) 2019, Raspberry Pi Ltd
+# Copyright (C) 2024, Paul Elder <paul.elder@ideasonboard.com>
+
+from ..module import Module
+
+import libtuning as lt
+
+
+class AGC(Module):
+    type = 'agc'
+    hr_name = 'AGC (Base)'
+    out_name = 'GenericAGC'
+
+    # \todo Add sector shapes and stuff just like lsc
+    def __init__(self, *,
+                 debug: list):
+        super().__init__()
+
+        self.debug = debug
diff --git a/utils/tuning/libtuning/modules/agc/rkisp1.py b/utils/tuning/libtuning/modules/agc/rkisp1.py
new file mode 100644
index 00000000..19a5555b
--- /dev/null
+++ b/utils/tuning/libtuning/modules/agc/rkisp1.py
@@ -0,0 +1,79 @@
+# SPDX-License-Identifier: BSD-2-Clause
+#
+# Copyright (C) 2019, Raspberry Pi Ltd
+# Copyright (C) 2024, Paul Elder <paul.elder@ideasonboard.com>
+#
+# rkisp1.py - AGC module for tuning rkisp1
+
+from .agc import AGC
+
+import libtuning as lt
+
+
+class AGCRkISP1(AGC):
+    hr_name = 'AGC (RkISP1)'
+    out_name = 'Agc'
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+
+    # We don't actually need anything from the config file
+    def validate_config(self, config: dict) -> bool:
+        return True
+
+    def _generate_metering_modes(self) -> dict:
+        centre_weighted = [
+            0, 0,  0, 0, 0,
+            0, 6,  8, 6, 0,
+            0, 8, 16, 8, 0,
+            0, 6,  8, 6, 0,
+            0, 0,  0, 0, 0
+        ]
+
+        spot = [
+            0, 0,  0, 0, 0,
+            0, 2,  4, 2, 0,
+            0, 4, 16, 4, 0,
+            0, 2,  4, 2, 0,
+            0, 0,  0, 0, 0
+        ]
+
+        matrix = [1 for i in range(0, 25)]
+
+        return {
+            'MeteringCentreWeighted': centre_weighted,
+            'MeteringSpot': spot,
+            'MeteringMatrix': matrix
+        }
+
+    def _generate_exposure_modes(self) -> dict:
+        normal = {'shutter': [100, 10000, 30000, 60000, 120000],
+                  'gain': [2.0, 4.0, 6.0, 6.0, 6.0]}
+        short = {'shutter': [100, 5000, 10000, 20000, 120000],
+                 'gain': [2.0, 4.0, 6.0, 6.0, 6.0]}
+
+        return {'ExposureNormal': normal, 'ExposureShort': short}
+
+    def _generate_constraint_modes(self) -> dict:
+        normal = {'lower': {'qLo': 0.98, 'qHi': 1.0, 'yTarget': 0.5}}
+        highlight = {
+            'lower': {'qLo': 0.98, 'qHi': 1.0, 'yTarget': 0.5},
+            'upper': {'qLo': 0.98, 'qHi': 1.0, 'yTarget': 0.8}
+        }
+
+        return {'ConstraintNormal': normal, 'ConstraintHighlight': highlight}
+
+    def _generate_y_target(self) -> list:
+        return 0.16
+
+    def process(self, config: dict, images: list, outputs: dict) -> dict:
+        output = {}
+
+        output['AeMeteringMode'] = self._generate_metering_modes()
+        output['AeExposureMode'] = self._generate_exposure_modes()
+        output['AeConstraintMode'] = self._generate_constraint_modes()
+        output['relativeLuminanceTarget'] = self._generate_y_target()
+
+        # \todo Debug functionality
+
+        return output
-- 
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