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{
    "id": 17872,
    "url": "https://patchwork.libcamera.org/api/1.1/patches/17872/?format=api",
    "web_url": "https://patchwork.libcamera.org/patch/17872/",
    "project": {
        "id": 1,
        "url": "https://patchwork.libcamera.org/api/1.1/projects/1/?format=api",
        "name": "libcamera",
        "link_name": "libcamera",
        "list_id": "libcamera_core",
        "list_email": "libcamera-devel@lists.libcamera.org",
        "web_url": "",
        "scm_url": "",
        "webscm_url": ""
    },
    "msgid": "<20221124113550.2182342-7-paul.elder@ideasonboard.com>",
    "date": "2022-11-24T11:35:44",
    "name": "[libcamera-devel,v4,06/12] utils: libtuning: modules: alsc: Add rkisp1 LSC module",
    "commit_ref": null,
    "pull_url": null,
    "state": "accepted",
    "archived": false,
    "hash": "8f5a3a14c9d6d4364d3ff3b5540716a22f04cbcf",
    "submitter": {
        "id": 17,
        "url": "https://patchwork.libcamera.org/api/1.1/people/17/?format=api",
        "name": "Paul Elder",
        "email": "paul.elder@ideasonboard.com"
    },
    "delegate": null,
    "mbox": "https://patchwork.libcamera.org/patch/17872/mbox/",
    "series": [
        {
            "id": 3636,
            "url": "https://patchwork.libcamera.org/api/1.1/series/3636/?format=api",
            "web_url": "https://patchwork.libcamera.org/project/libcamera/list/?series=3636",
            "date": "2022-11-24T11:35:38",
            "name": "utils: tuning: Add a new tuning infrastructure",
            "version": 4,
            "mbox": "https://patchwork.libcamera.org/series/3636/mbox/"
        }
    ],
    "comments": "https://patchwork.libcamera.org/api/patches/17872/comments/",
    "check": "pending",
    "checks": "https://patchwork.libcamera.org/api/patches/17872/checks/",
    "tags": {},
    "headers": {
        "Return-Path": "<libcamera-devel-bounces@lists.libcamera.org>",
        "X-Original-To": "parsemail@patchwork.libcamera.org",
        "Delivered-To": "parsemail@patchwork.libcamera.org",
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            "v=1; a=rsa-sha256; c=relaxed/simple; d=libcamera.org;\n\ts=mail; t=1669289774;\n\tbh=68JvHufpiKs5rWAWg3nqZTiEXti5vbOJntMnvfKr6qA=;\n\th=To:Date:In-Reply-To:References:Subject:List-Id:List-Unsubscribe:\n\tList-Archive:List-Post:List-Help:List-Subscribe:From:Reply-To:\n\tFrom;\n\tb=qlP1odPN1YmF0Oi/ql+PwQJGSYgmLaY8iDUrz6zsgK8Ndhxyy9l2iYF0HWTyM1/RN\n\tFlIJbl2g0fKU8RYYKPoK5Sx8PYhQOfohghZXgtl38YGikOBqGoaF6tw/xtQhJ9C1gJ\n\tCkR9g1fSBL1iTOJzWGBjGR1P8tlF1jdGqvLF39VlX+R5vueK7Kp6GGxyHD7+iRs8XT\n\tOhRsMbBW/FqleYM2PeuVP/4ts6lCsLOQ2NeVY+97bBc9JfqlWD6EmkQ8U0QeJ9xuO8\n\tQXTlrlSPCE6evEQMQUVzuGPzOVAUt78Vbyfh8mP9amWvmKHR0hZIqfcMImP7lrOf2T\n\tl0c10FgIt7hrg==",
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        "To": "libcamera-devel@lists.libcamera.org",
        "Date": "Thu, 24 Nov 2022 20:35:44 +0900",
        "Message-Id": "<20221124113550.2182342-7-paul.elder@ideasonboard.com>",
        "X-Mailer": "git-send-email 2.35.1",
        "In-Reply-To": "<20221124113550.2182342-1-paul.elder@ideasonboard.com>",
        "References": "<20221124113550.2182342-1-paul.elder@ideasonboard.com>",
        "MIME-Version": "1.0",
        "Content-Transfer-Encoding": "8bit",
        "Subject": "[libcamera-devel] [PATCH v4 06/12] utils: libtuning: modules: alsc:\n\tAdd rkisp1 LSC module",
        "X-BeenThere": "libcamera-devel@lists.libcamera.org",
        "X-Mailman-Version": "2.1.29",
        "Precedence": "list",
        "List-Id": "<libcamera-devel.lists.libcamera.org>",
        "List-Unsubscribe": "<https://lists.libcamera.org/options/libcamera-devel>,\n\t<mailto:libcamera-devel-request@lists.libcamera.org?subject=unsubscribe>",
        "List-Archive": "<https://lists.libcamera.org/pipermail/libcamera-devel/>",
        "List-Post": "<mailto:libcamera-devel@lists.libcamera.org>",
        "List-Help": "<mailto:libcamera-devel-request@lists.libcamera.org?subject=help>",
        "List-Subscribe": "<https://lists.libcamera.org/listinfo/libcamera-devel>,\n\t<mailto:libcamera-devel-request@lists.libcamera.org?subject=subscribe>",
        "From": "Paul Elder via libcamera-devel <libcamera-devel@lists.libcamera.org>",
        "Reply-To": "Paul Elder <paul.elder@ideasonboard.com>",
        "Errors-To": "libcamera-devel-bounces@lists.libcamera.org",
        "Sender": "\"libcamera-devel\" <libcamera-devel-bounces@lists.libcamera.org>"
    },
    "content": "Add an LSC module for RkISP1.\n\nSigned-off-by: Paul Elder <paul.elder@ideasonboard.com>\nReviewed-by: Laurent Pinchart <laurent.pinchart@ideasonboard.com>\n\n---\nChanges in v4:\n- remove cli args from module.process parameters\n- inline output_map_func parameters as they are only used once\n\nChanges in v3:\n- rename ALSC to LSC\n- add file description\n\nNew in v2\n---\n .../tuning/libtuning/modules/lsc/__init__.py  |   1 +\n utils/tuning/libtuning/modules/lsc/rkisp1.py  | 112 ++++++++++++++++++\n 2 files changed, 113 insertions(+)\n create mode 100644 utils/tuning/libtuning/modules/lsc/rkisp1.py",
    "diff": "diff --git a/utils/tuning/libtuning/modules/lsc/__init__.py b/utils/tuning/libtuning/modules/lsc/__init__.py\nindex 7cdecdb8..0ba4411b 100644\n--- a/utils/tuning/libtuning/modules/lsc/__init__.py\n+++ b/utils/tuning/libtuning/modules/lsc/__init__.py\n@@ -4,3 +4,4 @@\n \n from libtuning.modules.lsc.lsc import LSC\n from libtuning.modules.lsc.raspberrypi import ALSCRaspberryPi\n+from libtuning.modules.lsc.rkisp1 import LSCRkISP1\ndiff --git a/utils/tuning/libtuning/modules/lsc/rkisp1.py b/utils/tuning/libtuning/modules/lsc/rkisp1.py\nnew file mode 100644\nindex 00000000..5701ae0a\n--- /dev/null\n+++ b/utils/tuning/libtuning/modules/lsc/rkisp1.py\n@@ -0,0 +1,112 @@\n+# SPDX-License-Identifier: BSD-2-Clause\n+#\n+# Copyright (C) 2019, Raspberry Pi Ltd\n+# Copyright (C) 2022, Paul Elder <paul.elder@ideasonboard.com>\n+#\n+# rkisp1.py - LSC module for tuning rkisp1\n+\n+from .lsc import LSC\n+\n+import libtuning as lt\n+import libtuning.utils as utils\n+\n+from numbers import Number\n+import numpy as np\n+\n+\n+class LSCRkISP1(LSC):\n+    hr_name = 'LSC (RkISP1)'\n+    out_name = 'LensShadingCorrection'\n+    # \\todo Not sure if this is useful. Probably will remove later.\n+    compatible = ['rkisp1']\n+\n+    def __init__(self, *args, **kwargs):\n+        super().__init__(**kwargs)\n+\n+    # We don't actually need anything from the config file\n+    def validate_config(self, config: dict) -> bool:\n+        return True\n+\n+    # @return Image color temperature, flattened array of red calibration table\n+    #         (containing {sector size} elements), flattened array of blue\n+    #         calibration table, flattened array of (red's) green calibration\n+    #         table, flattened array of (blue's) green calibration table\n+\n+    def _do_single_lsc(self, image: lt.Image):\n+        cgr, gr = self._lsc_single_channel(image.channels[lt.Color.GR], image)\n+        cgb, gb = self._lsc_single_channel(image.channels[lt.Color.GB], image)\n+\n+        # \\todo Should these ratio against the average of both greens or just\n+        # each green like we've done here?\n+        cr, _ = self._lsc_single_channel(image.channels[lt.Color.R], image, gr)\n+        cb, _ = self._lsc_single_channel(image.channels[lt.Color.B], image, gb)\n+\n+        return image.color, cr.flatten(), cb.flatten(), cgr.flatten(), cgb.flatten()\n+\n+    # @return List of dictionaries of color temperature, red table, red's green\n+    #         table, blue's green table, and blue table\n+\n+    def _do_all_lsc(self, images: list) -> list:\n+        output_list = []\n+        output_map_func = lt.gradient.Linear().map\n+\n+        # List of colour temperatures\n+        list_col = []\n+        # Associated calibration tables\n+        list_cr = []\n+        list_cb = []\n+        list_cgr = []\n+        list_cgb = []\n+        for image in self._enumerate_lsc_images(images):\n+            col, cr, cb, cgr, cgb = self._do_single_lsc(image)\n+            list_col.append(col)\n+            list_cr.append(cr)\n+            list_cb.append(cb)\n+            list_cgr.append(cgr)\n+            list_cgb.append(cgb)\n+\n+        # Convert to numpy array for data manipulation\n+        list_col = np.array(list_col)\n+        list_cr = np.array(list_cr)\n+        list_cb = np.array(list_cb)\n+        list_cgr = np.array(list_cgr)\n+        list_cgb = np.array(list_cgb)\n+\n+        for color_temperature in sorted(set(list_col)):\n+            # Average tables for the same colour temperature\n+            indices = np.where(list_col == color_temperature)\n+            color_temperature = int(color_temperature)\n+\n+            tables = []\n+            for lis in [list_cr, list_cgr, list_cgb, list_cb]:\n+                table = np.mean(lis[indices], axis=0)\n+                table = output_map_func((1, 3.999), (1024, 4095), table)\n+                table = np.round(table).astype('int32').tolist()\n+                tables.append(table)\n+\n+            entry = {\n+                'ct': color_temperature,\n+                'r': tables[0],\n+                'gr': tables[1],\n+                'gb': tables[2],\n+                'b': tables[3],\n+            }\n+\n+            output_list.append(entry)\n+\n+        return output_list\n+\n+    def process(self, config: dict, images: list, outputs: dict) -> dict:\n+        output = {}\n+\n+        # \\todo This should actually come from self.sector_{x,y}_gradient\n+        size_gradient = lt.gradient.Linear(lt.Remainder.Float)\n+        output['x-size'] = size_gradient.distribute(0.5, 8)\n+        output['y-size'] = size_gradient.distribute(0.5, 8)\n+\n+        output['sets'] = self._do_all_lsc(images)\n+\n+        # \\todo Validate images from greyscale camera and force grescale mode\n+        # \\todo Debug functionality\n+\n+        return output\n",
    "prefixes": [
        "libcamera-devel",
        "v4",
        "06/12"
    ]
}