v15.2.0 (#2345)

* Testcase for #2145 and debug-log (#2151)

* new models ana-cont-11.0.5, ana-class100-1.5.7, dig-class100-1.6.0

* Testcase for #2145
Added debug log, if allowNegativeRates is handeled

* Fix timezone config parser (#2169)

* make sure to parse the whole config line

* fix crash on empty timezone parameter

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Enhance ROI pages (#2161)

* Check if the ROIs are equidistant. Only if not, untick the checkbox

* renaming

* Check if the ROIs have same y, dy and dx. If so, tick the sync checkbox

* only allow editing space when box is checked

* fix sync check

* show inner frame on all ROIs

* cleanup

* Check if the ROIs have same dy and dx. If so, tick the sync checkbox

* checkbox position

* renaming

* renaming

* show inner frame and cross hairs on all ROIs

* update ROIs on ticking checkboxes

* show timezone hint

* fix deleting last ROI

* cleanup

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* restart timeout on progress, catch error (#2170)

* restart timeout on progress, catch error

* .

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* BugFix #2167

* Release 15.1 preparations (#2171)

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update changelog

* Fix links to PR

* Formating

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

* Update Changelog.md

---------

Co-authored-by: Slider0007 <jobbelle@gmx.net>
Co-authored-by: Slider0007 <115730895+Slider0007@users.noreply.github.com>

* fix typo

* Replace relative documentation links with absolute ones pointing to the external documentation (#2180)

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Sort model files in configuration combobox (#2189)

* new models ana-cont-11.0.5, ana-class100-1.5.7, dig-class100-1.6.0

* Testcase for #2145
Added debug log, if allowNegativeRates is handeled

* Sort model files in combobox

* reboot task - increase stack size (#2201)

Avoid stack overflow

* Update interface_influxdb.cpp

* Update Changelog.md

* Show PSRAM usage (#2206)

* centralize PSRAM usage (application code only)

* update logging

* update logging

* fix use after free

* initialize buffer

* free rgb_image before ussing it for new allocation

* use wrapper function

* switch log level to debug

* .

* undo adding free() calls

* .

* add names to all CImage instances

* .

* .

* .

* revert changes of stbi_image_free() with free_psram_heap() on the places where is is not in PSRAM

* .

* typos

* typo

* Added MQTT Outbox explanation/warning

* added CONFIG_SPIRAM_USE_MEMMAP explanation

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Disable custom MQTT Outbox. This also moves the MQTT Publishing memory usage back to the internal RAM!

* log MQTT connection refused reasons (#2216)

* Revert PSRAM usage as it lead to memory fragmentation.
See https://github.com/jomjol/AI-on-the-edge-device/issues/2200 for details

* fix missing value data

* Revert PSRAM usage as it lead to memory fragmentation. (#2224)

See https://github.com/jomjol/AI-on-the-edge-device/issues/2200 for details

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Fix missing value data in graph (#2230)

* fix missing value data

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Update Changelog.md (#2231)

* Update interface_influxdb.cpp (#2233)

* update copyright year

* Cleanup

* Set prevalue using MQTT + set prevalue to RAW value (REST+MQTT) (#2252)

* Use double instead of float

* Error handling + set to RAW if newvalue < 0

* REST SetPrevalue: Set to RAW if newvalue < 0

* set prevalue with MQTT

* removed the stb_image files and re-add them as a submodule. (#2223)

- stb_image.h: Version update 2.25 -> 2.28
- stb_resize.h: Version update 0.96 -> 0.97
- stb_write.h: Version update 1.14 -> 1.16

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Remove obsolete ClassFlowWriteList (#2264)

* Renaming & cleanup of some modules / functions in source code (#2265)

* Rename module tag name

* Rename server_tflite.cpp -> MainFlowControl.cpp

* Remove redundandant MQTTMainTopic function

* Update

* Remove obsolete GetMQTTMainTopic

* Fix last element missing in digit model drop down (#2282)

* Debug influxdb (#2283)

* Fix time offset issues in InfluxDB component. (#2278)

Closes #2273
Closes #2150

* Update interface_influxdb.cpp

* Update interface_influxdb.cpp

* Improve Logging

* Implement TimeSync at beginning

* Update time_sntp.cpp

* Update time_sntp.cpp

* Set Time After WLAN Init

---------

Co-authored-by: Antonin Delpeuch <antonin@delpeuch.eu>

* Implement a camera livestream handler (#2286)

* fix leading NaN (#2310)

* analogROI: Activate save button after ROI creation (#2326)

* Migration of PlatformIO 5.2.0 to 6.1.0 (resp. ESP IDF from 4.4.2 to 5.0.1) (#2305)

* Migration to PlatformIO 6.1.0

* Disable RMTMEM usage as it is no longer allowed -> Smart LEDs not functional!

* moved miniz into subfolder of jomjol_fileserver_ota, else it does not build anymore.

* cleanup

* fix leading NaN (#2310)

* Migration to PlatformIO 6.1.0

* Disable RMTMEM usage as it is no longer allowed -> Smart LEDs not functional!

* moved miniz into subfolder of jomjol_fileserver_ota, else it does not build anymore.

* cleanup

* Task watchdog has new config name

* Fix return value check. It must be something else than ESP_FAIL, but it does not need to be ESP_OK!

* add missing strucures to work around new RMTMEM restriction (untested)

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Keep MainFlowTask alive to handle reboot (#2325)

* Shared PSRAM memory (#2285)

* enable PSRAM logging

* add extra functions for psram shared memroy handling

* CImageBasis objects still should used dynamic memory (eg. rawImage), haw ever tmpImage must be placed inside the shared memory

* Place all STBI allocs inside the shared memory

* The models are placed in the shared PSRAM reagion and must be allocated through the dedicated functions

* .

* renaming

* fix cast warning

* add flag to switch STBI PSRAM usage

* improve PSRAM shared handling

* reserve shared PSRAM as early as possible

* init logging eralier so we can use it in PSRAM shared alloc

* move Wifi_LWIP, BSS_SEG and MQTT Outbox into PSRAM to ffree internal memory

* Check if model fits into reserved shared memory

* Update code/components/jomjol_tfliteclass/CTfLiteClass.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_flowcontroll/ClassFlowControll.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_image_proc/CImageBasis.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* .

* .

* .

* .

* Korrektur Merge Conflict in main.cpp

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>
Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com>

* fix PSRAM init return value check

* Extend InfluxDBv1 with individual topic names (#2319)

* Implement individual influx topic

* Update interface_influxdb.cpp

* Update interface_influxdb.cpp

* Update FieldName

* analogROI: Activate save button after ROI creation (#2326)

* Migration of PlatformIO 5.2.0 to 6.1.0 (resp. ESP IDF from 4.4.2 to 5.0.1) (#2305)

* Migration to PlatformIO 6.1.0

* Disable RMTMEM usage as it is no longer allowed -> Smart LEDs not functional!

* moved miniz into subfolder of jomjol_fileserver_ota, else it does not build anymore.

* cleanup

* fix leading NaN (#2310)

* Migration to PlatformIO 6.1.0

* Disable RMTMEM usage as it is no longer allowed -> Smart LEDs not functional!

* moved miniz into subfolder of jomjol_fileserver_ota, else it does not build anymore.

* cleanup

* Task watchdog has new config name

* Fix return value check. It must be something else than ESP_FAIL, but it does not need to be ESP_OK!

* add missing strucures to work around new RMTMEM restriction (untested)

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Keep MainFlowTask alive to handle reboot (#2325)

* Shared PSRAM memory (#2285)

* enable PSRAM logging

* add extra functions for psram shared memroy handling

* CImageBasis objects still should used dynamic memory (eg. rawImage), haw ever tmpImage must be placed inside the shared memory

* Place all STBI allocs inside the shared memory

* The models are placed in the shared PSRAM reagion and must be allocated through the dedicated functions

* .

* renaming

* fix cast warning

* add flag to switch STBI PSRAM usage

* improve PSRAM shared handling

* reserve shared PSRAM as early as possible

* init logging eralier so we can use it in PSRAM shared alloc

* move Wifi_LWIP, BSS_SEG and MQTT Outbox into PSRAM to ffree internal memory

* Check if model fits into reserved shared memory

* Update code/components/jomjol_tfliteclass/CTfLiteClass.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_flowcontroll/ClassFlowControll.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_image_proc/CImageBasis.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* Update code/components/jomjol_helper/psram.cpp

* .

* .

* .

* .

* Korrektur Merge Conflict in main.cpp

---------

Co-authored-by: CaCO3 <caco@ruinelli.ch>
Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com>

* fix PSRAM init return value check

* Extend incl. indiv. Measurement

* Implement UX

* Update ClassFlowInfluxDBv2.cpp

* Implement individual influx topic

* Update interface_influxdb.cpp

* Update interface_influxdb.cpp

* Update FieldName

* Extend incl. indiv. Measurement

* Implement UX

* Update ClassFlowInfluxDBv2.cpp

* Update main.cpp

---------

Co-authored-by: Slider0007 <115730895+Slider0007@users.noreply.github.com>
Co-authored-by: CaCO3 <caco3@ruinelli.ch>
Co-authored-by: CaCO3 <caco@ruinelli.ch>

* Update Changelog.md (#2344)

* Update Changelog.md

* Update Changelog.md

* merge conflicts

* merge conflicts

* update changelog

---------

Co-authored-by: Frank Haverland <fspapaping@googlemail.com>
Co-authored-by: CaCO3 <caco@ruinelli.ch>
Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com>
Co-authored-by: Slider0007 <jobbelle@gmx.net>
Co-authored-by: Slider0007 <115730895+Slider0007@users.noreply.github.com>
Co-authored-by: Antonin Delpeuch <antonin@delpeuch.eu>

.gitmodules

@@ -7,3 +7,6 @@
 [submodule "code/components/tflite-micro-esp-examples"]
 	path = code/components/tflite-micro-esp-examples
 	url = https://github.com/espressif/tflite-micro-esp-examples.git
+[submodule "code/components/stb"]
+	path = code/components/stb
+	url = https://github.com/nothings/stb.git

Changelog.md

@@ -1,3 +1,40 @@
+## [15.2.0] - 2023-04-23
+
+### Update Procedure
+
+Update Procedure see [online documentation](https://jomjol.github.io/AI-on-the-edge-device-docs/Installation/#update-ota-over-the-air)
+
+### Changes
+
+For a full list of changes see [Full list of changes](https://github.com/jomjol/AI-on-the-edge-device/compare/v15.1.1...v15.2.0)
+
+#### Added
+
+-  [#2286](https://github.com/jomjol/AI-on-the-edge-device/pull/2286) Implement a camera livestream handler
+-  [#2252](https://github.com/jomjol/AI-on-the-edge-device/pull/2252) Set prevalue using MQTT + set prevalue to RAW value (REST+MQTT)
+-  [#2319](https://github.com/jomjol/AI-on-the-edge-device/pull/2319) Extend InfluxDBv1 with individual topic names
+-  [#](https://github.com/jomjol/AI-on-the-edge-device/pull/) 
+-  [#](https://github.com/jomjol/AI-on-the-edge-device/pull/) 
+
+#### Changed
+
+-  [#2285](https://github.com/jomjol/AI-on-the-edge-device/pull/2285) Re-implemented PSRAM usage
+-  [#2325](https://github.com/jomjol/AI-on-the-edge-device/pull/2325) Keep MainFlowTask alive to handle reboot
+-  [#2233](https://github.com/jomjol/AI-on-the-edge-device/pull/2233) Remove trailing slash in influxDBv1
+-  [#2305](https://github.com/jomjol/AI-on-the-edge-device/pull/2305) Migration of PlatformIO `5.2.0` to `6.1.0` (resp. ESP IDF from `4.4.2` to `5.0.1`)
+-  Various cleanup and refactoring
+
+#### Fixed
+
+-  [#2326](https://github.com/jomjol/AI-on-the-edge-device/pull/2326) Activate save button after Analogue ROI creationSet prevalue using MQTT + set prevalue to RAW value (REST+MQTT)
+-  [#2283](https://github.com/jomjol/AI-on-the-edge-device/pull/2283) Fix Timezone issues on InfluxDB
+-  Various minor fixes
+
+#### Removed
+
+-   n.a.
+
+
 ## [15.1.1] - 2023-03-23
 
 ### Update Procedure
@@ -933,6 +970,7 @@ External Illumination
 -   Initial Version
 
 
+[15.2.0]: https://github.com/jomjol/AI-on-the-edge-device/compare/v15.1.1...v15.1.2
 [15.1.1]: https://github.com/jomjol/AI-on-the-edge-device/compare/v15.1.0...v15.1.1
 [15.1.0]: https://github.com/jomjol/AI-on-the-edge-device/compare/v15.0.3...v15.1.0
 [15.0.3]: https://github.com/jomjol/AI-on-the-edge-device/compare/v14.0.3...v15.0.3

code/components/jomjol_controlGPIO/SmartLeds.cpp

@@ -1,5 +1,32 @@
 #include "SmartLeds.h"
 
+
+/* PlatformIO 6 (ESP IDF 5) does no longer allow access to RMTMEM,
+   see https://docs.espressif.com/projects/esp-idf/en/latest/esp32/migration-guides/release-5.x/5.0/peripherals.html?highlight=rmtmem#id5 
+   As a dirty workaround, we copy the needed structures from rmt_struct.h
+   In the long run, this should be replaced! */
+typedef struct rmt_item32_s {
+    union {
+        struct {
+            uint32_t duration0 :15;
+            uint32_t level0 :1;
+            uint32_t duration1 :15;
+            uint32_t level1 :1;
+        };
+        uint32_t val;
+    };
+} rmt_item32_t;
+
+//Allow access to RMT memory using RMTMEM.chan[0].data32[8]
+typedef volatile struct rmt_mem_s {
+    struct {
+        rmt_item32_t data32[64];
+    } chan[8];
+} rmt_mem_t;
+extern rmt_mem_t RMTMEM;
+
+
+
 IsrCore SmartLed::_interruptCore = CoreCurrent;
 intr_handle_t SmartLed::_interruptHandle = NULL;
 

code/components/jomjol_controlGPIO/SmartLeds.h

@@ -35,6 +35,20 @@
 #include <cassert>
 #include <cstring>
 
+#include "esp_idf_version.h"
+#if (ESP_IDF_VERSION_MAJOR >= 5)
+#include "soc/periph_defs.h"
+#include "esp_private/periph_ctrl.h"
+#include "soc/gpio_sig_map.h"
+#include "soc/gpio_periph.h"
+#include "soc/io_mux_reg.h"
+#include "esp_rom_gpio.h"
+#define gpio_pad_select_gpio esp_rom_gpio_pad_select_gpio
+#define gpio_matrix_in(a,b,c) esp_rom_gpio_connect_in_signal(a,b,c)
+#define gpio_matrix_out(a,b,c,d) esp_rom_gpio_connect_out_signal(a,b,c,d)
+#define ets_delay_us(a) esp_rom_delay_us(a)
+#endif
+
 #if defined ( ARDUINO )
     extern "C" { // ...someone forgot to put in the includes...
         #include "esp32-hal.h"
@@ -65,6 +79,27 @@
     #include <stdio.h>
 #endif
 
+#if (ESP_IDF_VERSION_MAJOR >= 4) && (ESP_IDF_VERSION_MINOR > 1)
+#include "hal/gpio_ll.h"
+#else
+#include "soc/gpio_periph.h"
+#define esp_rom_delay_us ets_delay_us
+static inline int gpio_ll_get_level(gpio_dev_t *hw, int gpio_num)
+{
+    if (gpio_num < 32) {
+        return (hw->in >> gpio_num) & 0x1;
+    } else {
+        return (hw->in1.data >> (gpio_num - 32)) & 0x1;
+    }
+}
+#endif
+
+#if (ESP_IDF_VERSION >= ESP_IDF_VERSION_VAL(5, 0, 0))
+#if !(configENABLE_BACKWARD_COMPATIBILITY == 1)
+#define xSemaphoreHandle SemaphoreHandle_t
+#endif
+#endif
+
 #include "Color.h"
 
 namespace detail {

code/components/jomjol_controlGPIO/server_GPIO.cpp

@@ -6,9 +6,6 @@
 #include "freertos/FreeRTOS.h"
 #include "freertos/task.h"
 #include "esp_system.h"
-#include "esp_event.h"
-
-#include "server_tflite.h"
 
 #include "esp_log.h"
 
@@ -22,8 +19,10 @@
 #include "ClassLogFile.h"
 #include "configFile.h"
 #include "Helper.h"
+
 #ifdef ENABLE_MQTT
-    #include "interface_mqtt.h"
+#include "interface_mqtt.h"
+#include "server_mqtt.h"
 #endif //ENABLE_MQTT
 
 
@@ -331,7 +330,7 @@ bool GpioHandler::readConfig()
 
 #ifdef ENABLE_MQTT
 //    std::string mainTopicMQTT = "";
-    std::string mainTopicMQTT = GetMQTTMainTopic();
+    std::string mainTopicMQTT = mqttServer_getMainTopic();
     if (mainTopicMQTT.length() > 0)
     {
         mainTopicMQTT = mainTopicMQTT + "/GPIO";

code/components/jomjol_controlcamera/CMakeLists.txt

@@ -4,6 +4,6 @@ list(APPEND EXTRA_COMPONENT_DIRS $ENV{IDF_PATH}/examples/common_components/proto
 
 idf_component_register(SRCS ${app_sources}
                     INCLUDE_DIRS "."
-                    REQUIRES esp32-camera esp_http_server jomjol_logfile jomjol_image_proc nvs_flash jomjol_fileserver_ota jomjol_controlGPIO)
+                    REQUIRES esp_timer esp32-camera esp_http_server jomjol_logfile jomjol_image_proc nvs_flash jomjol_fileserver_ota jomjol_controlGPIO)
 
 

code/components/jomjol_controlcamera/ClassControllCamera.cpp

@@ -21,6 +21,7 @@
 #include <nvs_flash.h>
 #include <sys/param.h>
 #include <string.h>
+#include <sys/stat.h>
 
 #include "freertos/FreeRTOS.h"
 #include "freertos/task.h"
@@ -28,10 +29,31 @@
 #include "esp_camera.h"
 
 #include "driver/ledc.h"
-#include "server_tflite.h"
+#include "MainFlowControl.h"
+
+#if (ESP_IDF_VERSION_MAJOR >= 5)
+#include "soc/periph_defs.h"
+#include "esp_private/periph_ctrl.h"
+#include "soc/gpio_sig_map.h"
+#include "soc/gpio_periph.h"
+#include "soc/io_mux_reg.h"
+#include "esp_rom_gpio.h"
+#define gpio_pad_select_gpio esp_rom_gpio_pad_select_gpio
+#define gpio_matrix_in(a,b,c) esp_rom_gpio_connect_in_signal(a,b,c)
+#define gpio_matrix_out(a,b,c,d) esp_rom_gpio_connect_out_signal(a,b,c,d)
+#define ets_delay_us(a) esp_rom_delay_us(a)
+#endif
 
 static const char *TAG = "CAM"; 
 
+
+/* Camera live stream */
+#define PART_BOUNDARY "123456789000000000000987654321"
+static const char* _STREAM_CONTENT_TYPE = "multipart/x-mixed-replace;boundary=" PART_BOUNDARY;
+static const char* _STREAM_BOUNDARY = "\r\n--" PART_BOUNDARY "\r\n";
+static const char* _STREAM_PART = "Content-Type: image/jpeg\r\nContent-Length: %u\r\n\r\n";
+
+
 static camera_config_t camera_config = {
     .pin_pwdn = CAM_PIN_PWDN,
     .pin_reset = CAM_PIN_RESET,
@@ -512,7 +534,7 @@ esp_err_t CCamera::CaptureToHTTP(httpd_req_t *req, int delay)
     esp_camera_fb_return(fb);
     int64_t fr_end = esp_timer_get_time();
     
-    ESP_LOGI(TAG, "JPG: %uKB %ums", (uint32_t)(fb_len/1024), (uint32_t)((fr_end - fr_start)/1000));
+    ESP_LOGI(TAG, "JPG: %dKB %dms", (int)(fb_len/1024), (int)((fr_end - fr_start)/1000));
 
     if (delay > 0) 
         LightOnOff(false);
@@ -521,6 +543,74 @@ esp_err_t CCamera::CaptureToHTTP(httpd_req_t *req, int delay)
 }
 
 
+esp_err_t CCamera::CaptureToStream(httpd_req_t *req, bool FlashlightOn)
+{
+    esp_err_t res = ESP_OK;
+    size_t fb_len = 0;
+    int64_t fr_start;
+    char * part_buf[64];
+
+    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Live stream started");
+
+    if (FlashlightOn) {
+        LEDOnOff(true);
+        LightOnOff(true);
+    }
+
+    //httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");  //stream is blocking web interface, only serving to local
+
+    httpd_resp_set_type(req, _STREAM_CONTENT_TYPE);
+    httpd_resp_send_chunk(req, _STREAM_BOUNDARY, strlen(_STREAM_BOUNDARY));
+
+    while(1)
+    {
+        fr_start = esp_timer_get_time();
+        camera_fb_t *fb = esp_camera_fb_get();
+        esp_camera_fb_return(fb);
+        fb = esp_camera_fb_get();
+        if (!fb) {
+            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "CaptureToStream: Camera framebuffer not available");
+            break;
+        }
+        fb_len = fb->len;
+   
+        if (res == ESP_OK){
+            size_t hlen = snprintf((char *)part_buf, sizeof(part_buf), _STREAM_PART, fb_len);
+            res = httpd_resp_send_chunk(req, (const char *)part_buf, hlen);
+        }
+        if (res == ESP_OK){
+            res = httpd_resp_send_chunk(req, (const char *)fb->buf, fb_len);
+        }
+        if (res == ESP_OK){
+            res = httpd_resp_send_chunk(req, _STREAM_BOUNDARY, strlen(_STREAM_BOUNDARY));
+        }
+        
+        esp_camera_fb_return(fb);
+
+        int64_t fr_end = esp_timer_get_time();
+        ESP_LOGD(TAG, "JPG: %dKB %dms", (int)(fb_len/1024), (int)((fr_end - fr_start)/1000));
+
+        if (res != ESP_OK){ // Exit loop, e.g. also when closing the webpage
+            break;
+        }
+
+        int64_t fr_delta_ms = (fr_end - fr_start) / 1000;
+        if (CAM_LIVESTREAM_REFRESHRATE > fr_delta_ms) {
+            const TickType_t xDelay = (CAM_LIVESTREAM_REFRESHRATE - fr_delta_ms)  / portTICK_PERIOD_MS;
+            ESP_LOGD(TAG, "Stream: sleep for: %ldms", (long) xDelay*10);
+            vTaskDelay(xDelay);        
+        }
+    }
+
+    LEDOnOff(false);
+    LightOnOff(false);
+
+    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Live stream stopped");
+
+    return res;
+}
+
+
 void CCamera::LightOnOff(bool status)
 {
     GpioHandler* gpioHandler = gpio_handler_get();

code/components/jomjol_controlcamera/ClassControllCamera.h

@@ -40,6 +40,7 @@ class CCamera {
         void LightOnOff(bool status);
         void LEDOnOff(bool status);
         esp_err_t CaptureToHTTP(httpd_req_t *req, int delay = 0);
+        esp_err_t CaptureToStream(httpd_req_t *req, bool FlashlightOn);
         void SetQualitySize(int qual, framesize_t resol);
         bool SetBrightnessContrastSaturation(int _brightness, int _contrast, int _saturation);
         void GetCameraParameter(httpd_req_t *req, int &qual, framesize_t &resol);

code/components/jomjol_fileserver_ota/CMakeLists.txt

@@ -1,7 +1,7 @@
 FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
 
 idf_component_register(SRCS ${app_sources}
-                    INCLUDE_DIRS "." "../../include"
-                    REQUIRES tflite-lib esp_http_server app_update esp_http_client nvs_flash jomjol_tfliteclass jomjol_flowcontroll spiffs jomjol_helper jomjol_controlGPIO miniz)
+                    INCLUDE_DIRS "." "../../include" "miniz"
+                    REQUIRES vfs tflite-lib esp_http_server app_update esp_http_client nvs_flash jomjol_tfliteclass jomjol_flowcontroll spiffs jomjol_helper jomjol_controlGPIO)
 
 

code/components/jomjol_fileserver_ota/server_file.cpp

@@ -36,7 +36,7 @@ extern "C" {
 #include "../../include/defines.h"
 #include "ClassLogFile.h"
 
-#include "server_tflite.h"
+#include "MainFlowControl.h"
 
 #include "server_help.h"
 #ifdef ENABLE_MQTT
@@ -47,7 +47,6 @@ extern "C" {
 #include "Helper.h"
 #include "miniz.h"
 
-
 static const char *TAG = "OTA FILE";
 
 struct file_server_data {
@@ -74,7 +73,7 @@ static esp_err_t send_datafile(httpd_req_t *req, bool send_full_file);
 
 esp_err_t get_numbers_file_handler(httpd_req_t *req)
 {
-    std::string ret = tfliteflow.getNumbersName();
+    std::string ret = flowctrl.getNumbersName();
 
 //    ESP_LOGI(TAG, "Result get_numbers_file_handler: %s", ret.c_str());
 

code/components/jomjol_fileserver_ota/server_ota.cpp

@@ -3,7 +3,10 @@
 #include <string>
 #include "string.h"
 
-#include <esp_int_wdt.h>
+/* TODO Rethink the usage of the int watchdog. It is no longer to be used, see
+https://docs.espressif.com/projects/esp-idf/en/latest/esp32/migration-guides/release-5.x/5.0/system.html?highlight=esp_int_wdt */
+#include "esp_private/esp_int_wdt.h"
+
 #include <esp_task_wdt.h>
 
 
@@ -11,14 +14,13 @@
 #include "freertos/FreeRTOS.h"
 #include "freertos/task.h"
 #include "esp_system.h"
-#include "esp_event.h"
-#include "esp_event.h"
 #include "esp_log.h"
 #include <esp_ota_ops.h>
 #include "esp_http_client.h"
 #include "esp_flash_partitions.h"
 #include "esp_partition.h"
 #include <nvs.h>
+#include "esp_app_format.h"
 #include "nvs_flash.h"
 #include "driver/gpio.h"
 // #include "protocol_examples_common.h"
@@ -26,7 +28,7 @@
 
 #include <sys/stat.h>
 
-#include "server_tflite.h"
+#include "MainFlowControl.h"
 #include "server_file.h"
 #include "server_GPIO.h"
 #ifdef ENABLE_MQTT
@@ -157,12 +159,12 @@ static bool ota_update_task(std::string fn)
         LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "(This can happen if either the OTA boot data or preferred boot image become somehow corrupted.)");
     }
     ESP_LOGI(TAG, "Running partition type %d subtype %d (offset 0x%08x)",
-             running->type, running->subtype, running->address);
+             running->type, running->subtype, (unsigned int)running->address);
 
 
     update_partition = esp_ota_get_next_update_partition(NULL);
     ESP_LOGI(TAG, "Writing to partition subtype %d at offset 0x%x",
-             update_partition->subtype, update_partition->address);
+             update_partition->subtype, (unsigned int)update_partition->address);
 //    assert(update_partition != NULL);
 
     int binary_file_length = 0;
@@ -467,7 +469,7 @@ esp_err_t handler_ota_update(httpd_req_t *req)
         {
             const char* resp_str; 
 
-            KillTFliteTasks();
+            DeleteMainFlowTask();
             gpio_handler_deinit();
             if (ota_update_task(fn))
             {
@@ -546,7 +548,7 @@ esp_err_t handler_ota_update(httpd_req_t *req)
 /*  
     const char* resp_str;    
 
-    KillTFliteTasks();
+    DeleteMainFlowTask();
     gpio_handler_deinit();
     if (ota_update_task(fn))
     {
@@ -570,13 +572,19 @@ esp_err_t handler_ota_update(httpd_req_t *req)
 
 void hard_restart() 
 {
-  esp_task_wdt_init(1,true);
+  esp_task_wdt_config_t twdt_config = {
+    .timeout_ms = 1,
+    .idle_core_mask = (1 << portNUM_PROCESSORS) - 1,    // Bitmask of all cores
+    .trigger_panic = true,
+  };
+  ESP_ERROR_CHECK(esp_task_wdt_init(&twdt_config));
+
   esp_task_wdt_add(NULL);
   while(true);
 }
 
 
-void task_reboot(void *KillAutoFlow)
+void task_reboot(void *DeleteMainFlow)
 {
     // write a reboot, to identify a reboot by purpouse
     FILE* pfile = fopen("/sdcard/reboot.txt", "w");
@@ -586,8 +594,8 @@ void task_reboot(void *KillAutoFlow)
 
     vTaskDelay(3000 / portTICK_PERIOD_MS);
 
-    if ((bool)KillAutoFlow) {
-        KillTFliteTasks();  // Kill autoflow task if executed in extra task, if not don't kill parent task
+    if ((bool)DeleteMainFlow) {
+        DeleteMainFlowTask();  // Kill autoflow task if executed in extra task, if not don't kill parent task
     }
 
     Camera.LightOnOff(false);

code/components/jomjol_flowcontroll/CMakeLists.txt

@@ -2,6 +2,6 @@ FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
 
 idf_component_register(SRCS ${app_sources}
                     INCLUDE_DIRS "."
-                    REQUIRES jomjol_tfliteclass jomjol_helper jomjol_controlcamera jomjol_mqtt jomjol_influxdb jomjol_fileserver_ota jomjol_image_proc jomjol_wlan)
+                    REQUIRES esp_timer esp_wifi jomjol_tfliteclass jomjol_helper jomjol_controlcamera jomjol_mqtt jomjol_influxdb jomjol_fileserver_ota jomjol_image_proc jomjol_wlan)
 
 

code/components/jomjol_flowcontroll/ClassFlowAlignment.cpp

@@ -1,7 +1,7 @@
 #include "ClassFlowAlignment.h"
 #include "ClassFlowTakeImage.h"
 #include "ClassFlow.h"
-#include "server_tflite.h"
+#include "MainFlowControl.h"
 
 #include "CRotateImage.h"
 #include "esp_log.h"
@@ -190,10 +190,10 @@ bool ClassFlowAlignment::doFlow(string time)
 
     if (!ImageTMP) 
     {
-        ImageTMP = new CImageBasis("ImageTMP", ImageBasis);
+        ImageTMP = new CImageBasis("tmpImage", ImageBasis); // Make sure the name does not get change, it is relevant for the PSRAM allocation!
         if (!ImageTMP) 
         {
-            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Can't allocate ImageTMP -> Exec this round aborted!");
+            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Can't allocate tmpImage -> Exec this round aborted!");
             LogFile.WriteHeapInfo("ClassFlowAlignment-doFlow");
             return false;
         }
@@ -256,8 +256,8 @@ bool ClassFlowAlignment::doFlow(string time)
             if(References[0].alignment_algo != 3){
                 DrawRef(ImageTMP);
             }
-            tfliteflow.DigitalDrawROI(ImageTMP);
-            tfliteflow.AnalogDrawROI(ImageTMP);
+            flowctrl.DigitalDrawROI(ImageTMP);
+            flowctrl.AnalogDrawROI(ImageTMP);
             ImageTMP->writeToMemoryAsJPG((ImageData*)AlgROI, 90);
         }
     #endif

code/components/jomjol_flowcontroll/ClassFlowCNNGeneral.cpp

@@ -374,8 +374,11 @@ bool ClassFlowCNNGeneral::ReadParameter(FILE* pfile, string& aktparamgraph)
         }
     }
 
-    if (!getNetworkParameter())
+    if (!getNetworkParameter()) {
+        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "An error occured on setting up the Network -> Disabling it!");
+        disabled = true; // An error occured, disable this CNN!
         return false;
+    }
 
 
     for (int _ana = 0; _ana < GENERAL.size(); ++_ana)

code/components/jomjol_flowcontroll/ClassFlowControll.cpp

@@ -25,10 +25,10 @@ extern "C" {
 #endif //ENABLE_MQTT
 
 #include "server_help.h"
-#include "server_tflite.h"
+#include "MainFlowControl.h"
 #include "../../include/defines.h"
 
-static const char* TAG = "CTRL";
+static const char* TAG = "FLOWCTRL";
 
 //#define DEBUG_DETAIL_ON
 
@@ -99,8 +99,6 @@ std::string ClassFlowControll::TranslateAktstatus(std::string _input)
     #endif //ENABLE_INFLUXDB
     if (_input.compare("ClassFlowPostProcessing") == 0)
         return ("Post-Processing");
-    if (_input.compare("ClassFlowWriteList") == 0)
-        return ("Writing List");
 
     return "Unkown Status";
 }
@@ -164,16 +162,8 @@ void ClassFlowControll::AnalogDrawROI(CImageBasis *_zw)
 
 
 #ifdef ENABLE_MQTT
-string ClassFlowControll::GetMQTTMainTopic()
+bool ClassFlowControll::StartMQTTService() 
 {
-    for (int i = 0; i < FlowControll.size(); ++i)
-        if (FlowControll[i]->name().compare("ClassFlowMQTT") == 0)
-            return ((ClassFlowMQTT*) (FlowControll[i]))->GetMQTTMainTopic();
-
-    return "";
-}
-
-bool ClassFlowControll::StartMQTTService() {
     /* Start the MQTT service */
         for (int i = 0; i < FlowControll.size(); ++i) {
             if (FlowControll[i]->name().compare("ClassFlowMQTT") == 0) {
@@ -243,8 +233,6 @@ ClassFlow* ClassFlowControll::CreateClassFlow(std::string _type)
     if (toUpper(_type).compare("[INFLUXDBV2]") == 0)
         cfc = new ClassFlowInfluxDBv2(&FlowControll);
     #endif //ENABLE_INFLUXDB  
-    if (toUpper(_type).compare("[WRITELIST]") == 0)
-        cfc = new ClassFlowWriteList(&FlowControll);
 
     if (toUpper(_type).compare("[POSTPROCESSING]") == 0)
     {
@@ -385,7 +373,7 @@ bool ClassFlowControll::doFlow(string time)
         zw_time = getCurrentTimeString("%H:%M:%S");
         aktstatus = TranslateAktstatus(FlowControll[i]->name());
         aktstatusWithTime = aktstatus + " (" + zw_time + ")";
-        //LogFile.WriteToFile(ESP_LOG_INFO, TAG, aktstatusWithTime);
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Status: " + aktstatusWithTime);
         #ifdef ENABLE_MQTT
             MQTTPublish(mqttServer_getMainTopic() + "/" + "status", aktstatus, qos, false);
         #endif //ENABLE_MQTT
@@ -470,10 +458,10 @@ string ClassFlowControll::getReadoutAll(int _type)
 }	
 
 
-string ClassFlowControll::getReadout(bool _rawvalue = false, bool _noerror = false)
+string ClassFlowControll::getReadout(bool _rawvalue = false, bool _noerror = false, int _number = 0)
 {
     if (flowpostprocessing)
-        return flowpostprocessing->getReadoutParam(_rawvalue, _noerror);
+        return flowpostprocessing->getReadoutParam(_rawvalue, _noerror, _number);
 
     string zw = "";
     string result = "";
@@ -501,37 +489,40 @@ string ClassFlowControll::GetPrevalue(std::string _number)
         return flowpostprocessing->GetPreValue(_number);   
     }
 
+
     return std::string("");    
 }
 
 
-std::string ClassFlowControll::UpdatePrevalue(std::string _newvalue, std::string _numbers, bool _extern)
+bool ClassFlowControll::UpdatePrevalue(std::string _newvalue, std::string _numbers, bool _extern)
 {
-    float zw;
+    double newvalueAsDouble;
     char* p;
 
     _newvalue = trim(_newvalue);
-//    ESP_LOGD(TAG, "Input UpdatePreValue: %s", _newvalue.c_str());
+    //ESP_LOGD(TAG, "Input UpdatePreValue: %s", _newvalue.c_str());
 
-    if (_newvalue.compare("0.0") == 0)
-    {
-        zw = 0;
+    if (_newvalue.substr(0,8).compare("0.000000") == 0 || _newvalue.compare("0.0") == 0 || _newvalue.compare("0") == 0) {
+        newvalueAsDouble = 0;   // preset to value = 0
     }
-    else
-    {
-        zw = strtof(_newvalue.c_str(), &p);
-        if (zw == 0)
-            return "- Error in String to Value Conversion!!! Must be of format value=123.456";
+    else {
+        newvalueAsDouble = strtod(_newvalue.c_str(), &p);
+        if (newvalueAsDouble == 0) {
+            LogFile.WriteToFile(ESP_LOG_WARN, TAG, "UpdatePrevalue: No valid value for processing: " + _newvalue);
+            return false;
+        }
     }
     
-
-    if (flowpostprocessing)
-    {
-        flowpostprocessing->SetPreValue(zw, _numbers, _extern);
-        return _newvalue;    
+    if (flowpostprocessing) {
+        if (flowpostprocessing->SetPreValue(newvalueAsDouble, _numbers, _extern))
+            return true;
+        else
+            return false;
+    }
+    else {
+        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "UpdatePrevalue: ERROR - Class Post-Processing not initialized");
+        return false;
     }
-
-    return std::string();
 }
 
 
@@ -737,7 +728,7 @@ esp_err_t ClassFlowControll::GetJPGStream(std::string _fn, httpd_req_t *req)
 
                 httpd_resp_set_type(req, "image/jpeg");
                 result = httpd_resp_send(req, (const char *)fileBuffer, fileSize); 
-                delete fileBuffer;
+                free(fileBuffer);
             }
             else if (aktstatus.find("Initialization") != -1) {
                 FILE* file = fopen("/sdcard/html/Flowstate_initialization.jpg", "rb"); 
@@ -764,7 +755,7 @@ esp_err_t ClassFlowControll::GetJPGStream(std::string _fn, httpd_req_t *req)
 
                 httpd_resp_set_type(req, "image/jpeg");
                 result = httpd_resp_send(req, (const char *)fileBuffer, fileSize); 
-                delete fileBuffer;
+                free(fileBuffer);
             }
             else if (aktstatus.find("Take Image") != -1) {
                 if (flowalignment && flowalignment->AlgROI) {

code/components/jomjol_flowcontroll/ClassFlowControll.h

@@ -18,7 +18,6 @@
 	#include "ClassFlowInfluxDBv2.h"
 #endif //ENABLE_INFLUXDB
 #include "ClassFlowCNNGeneral.h"
-#include "ClassFlowWriteList.h"
 
 class ClassFlowControll :
     public ClassFlow
@@ -46,9 +45,9 @@ public:
 	bool doFlow(string time);
 	void doFlowTakeImageOnly(string time);
 	bool getStatusSetupModus(){return SetupModeActive;};
-	string getReadout(bool _rawvalue, bool _noerror);
+	string getReadout(bool _rawvalue, bool _noerror, int _number);
 	string getReadoutAll(int _type);	
-	string UpdatePrevalue(std::string _newvalue, std::string _numbers, bool _extern);
+	bool UpdatePrevalue(std::string _newvalue, std::string _numbers, bool _extern);
 	string GetPrevalue(std::string _number = "");	
 	bool ReadParameter(FILE* pfile, string& aktparamgraph);	
 	string getJSON();
@@ -56,10 +55,6 @@ public:
 
 	string TranslateAktstatus(std::string _input);
 
-	#ifdef ENABLE_MQTT
-	string GetMQTTMainTopic();
-	#endif //ENABLE_MQTT
-
 	#ifdef ALGROI_LOAD_FROM_MEM_AS_JPG
 	void DigitalDrawROI(CImageBasis *_zw);
 	void AnalogDrawROI(CImageBasis *_zw);

code/components/jomjol_flowcontroll/ClassFlowDefineTypes.h

@@ -50,7 +50,12 @@ struct NumberPost {
     int DecimalShiftInitial;
     float AnalogDigitalTransitionStart; // When is the digit > x.1, i.e. when does it start to tilt?
     int Nachkomma;
-    string Fieldname; // Fieldname in InfluxDB2  
+
+    string FieldV1; // Fieldname in InfluxDBv1  
+    string MeasurementV1;   // Measurement in InfluxDBv1
+
+    string FieldV2;         // Fieldname in InfluxDBv2  
+    string MeasurementV2;   // Measurement in InfluxDBv2
 
     bool isExtendedResolution;
 

code/components/jomjol_flowcontroll/ClassFlowImage.cpp

@@ -17,7 +17,8 @@ extern "C" {
 #include "esp_log.h"
 #include "../../include/defines.h"
 
-static const char* TAG = "IMG";
+static const char* TAG = "FLOWIMAGE";
+
 
 ClassFlowImage::ClassFlowImage(const char* logTag)
 {

code/components/jomjol_flowcontroll/ClassFlowInfluxDB.cpp

@@ -15,13 +15,12 @@
 
 #include <time.h>
 
-static const char* TAG = "class_flow_influxDb";
+static const char* TAG = "INFLUXDB";
 
 void ClassFlowInfluxDB::SetInitialParameter(void)
 {
     uri = "";
     database = "";
-    measurement = "";
 
     OldValue = "";
     flowpostprocessing = NULL;  
@@ -86,33 +85,39 @@ bool ClassFlowInfluxDB::ReadParameter(FILE* pfile, string& aktparamgraph)
     {
         ESP_LOGD(TAG, "while loop reading line: %s", aktparamgraph.c_str());
         splitted = ZerlegeZeile(aktparamgraph);
-        if ((toUpper(splitted[0]) == "USER") && (splitted.size() > 1))
+        std::string _param = GetParameterName(splitted[0]);
+
+        if ((toUpper(_param) == "USER") && (splitted.size() > 1))
         {
             this->user = splitted[1];
         }  
-        if ((toUpper(splitted[0]) == "PASSWORD") && (splitted.size() > 1))
+        if ((toUpper(_param) == "PASSWORD") && (splitted.size() > 1))
         {
             this->password = splitted[1];
         }               
-        if ((toUpper(splitted[0]) == "URI") && (splitted.size() > 1))
+        if ((toUpper(_param) == "URI") && (splitted.size() > 1))
         {
             this->uri = splitted[1];
         }
-        if (((toUpper(splitted[0]) == "MEASUREMENT")) && (splitted.size() > 1))
+        if (((toUpper(_param) == "DATABASE")) && (splitted.size() > 1))
         {
-            this->measurement = splitted[1];
+            this->database = splitted[1];
         }
-        if (((toUpper(splitted[0]) == "DATABASE")) && (splitted.size() > 1))
+        if (((toUpper(_param) == "MEASUREMENT")) && (splitted.size() > 1))
         {
-            this->database = splitted[1];
+            handleMeasurement(splitted[0], splitted[1]);
+        }
+        if (((toUpper(_param) == "FIELD")) && (splitted.size() > 1))
+        {
+            handleFieldname(splitted[0], splitted[1]);
         }
     }
 
-    if ((uri.length() > 0) && (database.length() > 0) && (measurement.length() > 0)) 
+    if ((uri.length() > 0) && (database.length() > 0)) 
     { 
 //        ESP_LOGD(TAG, "Init InfluxDB with uri: %s, measurement: %s, user: %s, password: %s", uri.c_str(), measurement.c_str(), user.c_str(), password.c_str());
-        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Init InfluxDB with uri: " + uri + ", measurement: " + measurement + ", user: " + user + ", password: " + password);
-        InfluxDBInit(uri, database, measurement, user, password); 
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Init InfluxDB with uri: " + uri + ", user: " + user + ", password: " + password);
+        InfluxDBInit(uri, database, user, password); 
         InfluxDBenable = true;
     } else {
         LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "InfluxDB init skipped as we are missing some parameters");
@@ -121,19 +126,13 @@ bool ClassFlowInfluxDB::ReadParameter(FILE* pfile, string& aktparamgraph)
     return true;
 }
 
-
-string ClassFlowInfluxDB::GetInfluxDBMeasurement()
-{
-    return measurement;
-}
-
-
 bool ClassFlowInfluxDB::doFlow(string zwtime)
 {
     if (!InfluxDBenable)
         return true;
 
     std::string result;
+    std::string measurement;
     std::string resulterror = "";
     std::string resultraw = "";
     std::string resultrate = "";
@@ -147,20 +146,28 @@ bool ClassFlowInfluxDB::doFlow(string zwtime)
 
         for (int i = 0; i < (*NUMBERS).size(); ++i)
         {
+            measurement = (*NUMBERS)[i]->MeasurementV1;
             result =  (*NUMBERS)[i]->ReturnValue;
             resultraw =  (*NUMBERS)[i]->ReturnRawValue;
             resulterror = (*NUMBERS)[i]->ErrorMessageText;
             resultrate = (*NUMBERS)[i]->ReturnRateValue;
             resulttimestamp = (*NUMBERS)[i]->timeStamp;
 
-            namenumber = (*NUMBERS)[i]->name;
-            if (namenumber == "default")
-                namenumber = "value";
+            if ((*NUMBERS)[i]->FieldV1.length() > 0)
+            {
+                namenumber = (*NUMBERS)[i]->FieldV1;
+            }
             else
-                namenumber = namenumber + "/value";
-
-            if (result.length() > 0 && resulttimestamp.length() > 0)   
-                InfluxDBPublish(namenumber, result, resulttimestamp);
+            {
+                namenumber = (*NUMBERS)[i]->name;
+                if (namenumber == "default")
+                    namenumber = "value";
+                else
+                    namenumber = namenumber + "/value";
+            }
+
+            if (result.length() > 0)   
+                InfluxDBPublish(measurement, namenumber, result, resulttimestamp);
         }
     }
    
@@ -169,4 +176,50 @@ bool ClassFlowInfluxDB::doFlow(string zwtime)
     return true;
 }
 
+void ClassFlowInfluxDB::handleMeasurement(string _decsep, string _value)
+{
+    string _digit, _decpos;
+    int _pospunkt = _decsep.find_first_of(".");
+//    ESP_LOGD(TAG, "Name: %s, Pospunkt: %d", _decsep.c_str(), _pospunkt);
+    if (_pospunkt > -1)
+        _digit = _decsep.substr(0, _pospunkt);
+    else
+        _digit = "default";
+    for (int j = 0; j < flowpostprocessing->NUMBERS.size(); ++j)
+    {
+        if (_digit == "default")                        //  Set to default first (if nothing else is set)
+        {
+            flowpostprocessing->NUMBERS[j]->MeasurementV1 = _value;
+        }
+        if (flowpostprocessing->NUMBERS[j]->name == _digit)
+        {
+            flowpostprocessing->NUMBERS[j]->MeasurementV1 = _value;
+        }
+    }
+}
+
+
+void ClassFlowInfluxDB::handleFieldname(string _decsep, string _value)
+{
+    string _digit, _decpos;
+    int _pospunkt = _decsep.find_first_of(".");
+//    ESP_LOGD(TAG, "Name: %s, Pospunkt: %d", _decsep.c_str(), _pospunkt);
+    if (_pospunkt > -1)
+        _digit = _decsep.substr(0, _pospunkt);
+    else
+        _digit = "default";
+    for (int j = 0; j < flowpostprocessing->NUMBERS.size(); ++j)
+    {
+        if (_digit == "default")                        //  Set to default first (if nothing else is set)
+        {
+            flowpostprocessing->NUMBERS[j]->FieldV1 = _value;
+        }
+        if (flowpostprocessing->NUMBERS[j]->name == _digit)
+        {
+            flowpostprocessing->NUMBERS[j]->FieldV1 = _value;
+        }
+    }
+}
+
+
 #endif //ENABLE_INFLUXDB

code/components/jomjol_flowcontroll/ClassFlowInfluxDB.h

@@ -21,14 +21,19 @@ protected:
     std::string user, password; 
     bool InfluxDBenable;
 
-    void SetInitialParameter(void);        
+    void SetInitialParameter(void);    
+    
+    void handleFieldname(string _decsep, string _value);   
+    void handleMeasurement(string _decsep, string _value);
+
+    
 
 public:
     ClassFlowInfluxDB();
     ClassFlowInfluxDB(std::vector<ClassFlow*>* lfc);
     ClassFlowInfluxDB(std::vector<ClassFlow*>* lfc, ClassFlow *_prev);
 
-    string GetInfluxDBMeasurement();
+//    string GetInfluxDBMeasurement();
 
     bool ReadParameter(FILE* pfile, string& aktparamgraph);
     bool doFlow(string time);

code/components/jomjol_flowcontroll/ClassFlowInfluxDBv2.cpp

@@ -15,13 +15,12 @@
 
 #include <time.h>
 
-static const char* TAG = "class_flow_influxDbv2";
+static const char* TAG = "INFLUXDBV2";
 
 void ClassFlowInfluxDBv2::SetInitialParameter(void)
 {
     uri = "";
     database = "";
-    measurement = "";
     dborg = "";  
     dbtoken = "";  
 //    dbfield = "";
@@ -102,13 +101,13 @@ bool ClassFlowInfluxDBv2::ReadParameter(FILE* pfile, string& aktparamgraph)
         {
             this->uri = splitted[1];
         }
-        if (((toUpper(_param) == "MEASUREMENT")) && (splitted.size() > 1))
+        if (((toUpper(_param) == "FIELD")) && (splitted.size() > 1))
         {
-            this->measurement = splitted[1];
+            handleFieldname(splitted[0], splitted[1]);
         }
-        if (((toUpper(_param) == "FIELDNAME")) && (splitted.size() > 1))
+        if (((toUpper(_param) == "MEASUREMENT")) && (splitted.size() > 1))
         {
-            handleFieldname(splitted[0], splitted[1]);
+            handleMeasurement(splitted[0], splitted[1]);
         }
         if (((toUpper(splitted[0]) == "DATABASE")) && (splitted.size() > 1))
         {
@@ -117,15 +116,14 @@ bool ClassFlowInfluxDBv2::ReadParameter(FILE* pfile, string& aktparamgraph)
     }
 
     printf("uri:         %s\n", uri.c_str());
-    printf("measurement: %s\n", measurement.c_str());
     printf("org:         %s\n", dborg.c_str());
     printf("token:       %s\n", dbtoken.c_str());
 
-    if ((uri.length() > 0) && (database.length() > 0) && (measurement.length() > 0) && (dbtoken.length() > 0) && (dborg.length() > 0)) 
+    if ((uri.length() > 0) && (database.length() > 0) && (dbtoken.length() > 0) && (dborg.length() > 0)) 
     { 
-        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Init InfluxDB with uri: " + uri + ", measurement: " + measurement + ", org: " + dborg + ", token: *****");
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Init InfluxDB with uri: " + uri + ", org: " + dborg + ", token: *****");
 //        printf("vor V2 Init\n");
-        InfluxDB_V2_Init(uri, database, measurement, dborg, dbtoken); 
+        InfluxDB_V2_Init(uri, database, dborg, dbtoken); 
 //        printf("nach V2 Init\n");
         InfluxDBenable = true;
     } else {
@@ -135,11 +133,12 @@ bool ClassFlowInfluxDBv2::ReadParameter(FILE* pfile, string& aktparamgraph)
     return true;
 }
 
-
+/*
 string ClassFlowInfluxDBv2::GetInfluxDBMeasurement()
 {
     return measurement;
 }
+*/
 
 void ClassFlowInfluxDBv2::handleFieldname(string _decsep, string _value)
 {
@@ -154,15 +153,36 @@ void ClassFlowInfluxDBv2::handleFieldname(string _decsep, string _value)
     {
         if (_digit == "default")                        //  Set to default first (if nothing else is set)
         {
-            flowpostprocessing->NUMBERS[j]->Fieldname = _value;
+            flowpostprocessing->NUMBERS[j]->FieldV2 = _value;
         }
         if (flowpostprocessing->NUMBERS[j]->name == _digit)
         {
-            flowpostprocessing->NUMBERS[j]->Fieldname = _value;
+            flowpostprocessing->NUMBERS[j]->FieldV2 = _value;
         }
     }
 }
 
+void ClassFlowInfluxDBv2::handleMeasurement(string _decsep, string _value)
+{
+    string _digit, _decpos;
+    int _pospunkt = _decsep.find_first_of(".");
+//    ESP_LOGD(TAG, "Name: %s, Pospunkt: %d", _decsep.c_str(), _pospunkt);
+    if (_pospunkt > -1)
+        _digit = _decsep.substr(0, _pospunkt);
+    else
+        _digit = "default";
+    for (int j = 0; j < flowpostprocessing->NUMBERS.size(); ++j)
+    {
+        if (_digit == "default")                        //  Set to default first (if nothing else is set)
+        {
+            flowpostprocessing->NUMBERS[j]->MeasurementV2 = _value;
+        }
+        if (flowpostprocessing->NUMBERS[j]->name == _digit)
+        {
+            flowpostprocessing->NUMBERS[j]->MeasurementV2 = _value;
+        }
+    }
+}
 
 
 bool ClassFlowInfluxDBv2::doFlow(string zwtime)
@@ -170,6 +190,7 @@ bool ClassFlowInfluxDBv2::doFlow(string zwtime)
     if (!InfluxDBenable)
         return true;
 
+    std::string measurement;
     std::string result;
     std::string resulterror = "";
     std::string resultraw = "";
@@ -178,21 +199,23 @@ bool ClassFlowInfluxDBv2::doFlow(string zwtime)
     string zw = "";
     string namenumber = "";
 
+
     if (flowpostprocessing)
     {
         std::vector<NumberPost*>* NUMBERS = flowpostprocessing->GetNumbers();
 
         for (int i = 0; i < (*NUMBERS).size(); ++i)
         {
+            measurement = (*NUMBERS)[i]->MeasurementV2;
             result =  (*NUMBERS)[i]->ReturnValue;
             resultraw =  (*NUMBERS)[i]->ReturnRawValue;
             resulterror = (*NUMBERS)[i]->ErrorMessageText;
             resultrate = (*NUMBERS)[i]->ReturnRateValue;
             resulttimestamp = (*NUMBERS)[i]->timeStamp;
 
-            if ((*NUMBERS)[i]->Fieldname.length() > 0)
+            if ((*NUMBERS)[i]->FieldV2.length() > 0)
             {
-                namenumber = (*NUMBERS)[i]->Fieldname;
+                namenumber = (*NUMBERS)[i]->FieldV2;
             }
             else
             {
@@ -206,7 +229,7 @@ bool ClassFlowInfluxDBv2::doFlow(string zwtime)
             printf("vor sende Influx_DB_V2 - namenumber. %s, result: %s, timestampt: %s", namenumber.c_str(), result.c_str(), resulttimestamp.c_str());
 
             if (result.length() > 0)   
-                InfluxDB_V2_Publish(namenumber, result, resulttimestamp);
+                InfluxDB_V2_Publish(measurement, namenumber, result, resulttimestamp);
 //                InfluxDB_V2_Publish(namenumber, result, resulttimestamp);
         }
     }

code/components/jomjol_flowcontroll/ClassFlowInfluxDBv2.h

@@ -15,7 +15,7 @@ class ClassFlowInfluxDBv2 :
     public ClassFlow
 {
 protected:
-    std::string uri, database, measurement;
+    std::string uri, database;
     std::string dborg, dbtoken, dbfield;
     std::string OldValue;
 	ClassFlowPostProcessing* flowpostprocessing;  
@@ -24,13 +24,15 @@ protected:
     void SetInitialParameter(void);     
 
     void handleFieldname(string _decsep, string _value);   
+    void handleMeasurement(string _decsep, string _value);
+
 
 public:
     ClassFlowInfluxDBv2();
     ClassFlowInfluxDBv2(std::vector<ClassFlow*>* lfc);
     ClassFlowInfluxDBv2(std::vector<ClassFlow*>* lfc, ClassFlow *_prev);
 
-    string GetInfluxDBMeasurement();
+//    string GetInfluxDBMeasurement();
 
     bool ReadParameter(FILE* pfile, string& aktparamgraph);
     bool doFlow(string time);

code/components/jomjol_flowcontroll/ClassFlowMQTT.cpp

@@ -183,12 +183,6 @@ bool ClassFlowMQTT::ReadParameter(FILE* pfile, string& aktparamgraph)
 }
 
 
-string ClassFlowMQTT::GetMQTTMainTopic()
-{
-    return maintopic;
-}
-
-
 bool ClassFlowMQTT::Start(float AutoInterval) 
 {
     roundInterval = AutoInterval; // Minutes

code/components/jomjol_flowcontroll/ClassFlowMQTT.h

@@ -31,7 +31,6 @@ public:
     ClassFlowMQTT(std::vector<ClassFlow*>* lfc);
     ClassFlowMQTT(std::vector<ClassFlow*>* lfc, ClassFlow *_prev);
 
-    string GetMQTTMainTopic();
     bool Start(float AutoInterval);
 
     bool ReadParameter(FILE* pfile, string& aktparamgraph);

code/components/jomjol_flowcontroll/ClassFlowPostProcessing.cpp

@@ -96,27 +96,49 @@ string ClassFlowPostProcessing::GetPreValue(std::string _number)
     return result;
 }
 
-void ClassFlowPostProcessing::SetPreValue(double zw, string _numbers, bool _extern)
+
+bool ClassFlowPostProcessing::SetPreValue(double _newvalue, string _numbers, bool _extern)
 {
-    ESP_LOGD(TAG, "SetPrevalue: %f, %s", zw, _numbers.c_str());
-    for (int j = 0; j < NUMBERS.size(); ++j)
-    {
-//        ESP_LOGD(TAG, "Number %d, %s", j, NUMBERS[j]->name.c_str());
-        if (NUMBERS[j]->name == _numbers)
-        {
-            NUMBERS[j]->PreValue = zw;
-            NUMBERS[j]->ReturnPreValue = std::to_string(zw);
+    //ESP_LOGD(TAG, "SetPrevalue: %f, %s", zw, _numbers.c_str());
+
+    for (int j = 0; j < NUMBERS.size(); ++j) {
+        //ESP_LOGD(TAG, "Number %d, %s", j, NUMBERS[j]->name.c_str());
+        if (NUMBERS[j]->name == _numbers) {
+            if (_newvalue >= 0) {  // if new value posivive, use provided value to preset PreValue
+                NUMBERS[j]->PreValue = _newvalue;
+            }
+            else {          // if new value negative, use last raw value to preset PreValue
+                char* p;
+                double ReturnRawValueAsDouble = strtod(NUMBERS[j]->ReturnRawValue.c_str(), &p);
+                if (ReturnRawValueAsDouble == 0) {
+                    LogFile.WriteToFile(ESP_LOG_WARN, TAG, "SetPreValue: RawValue not a valid value for further processing: "
+                                                            + NUMBERS[j]->ReturnRawValue);
+                    return false;
+                }
+                NUMBERS[j]->PreValue = ReturnRawValueAsDouble;
+            }
+
+            NUMBERS[j]->ReturnPreValue = std::to_string(NUMBERS[j]->PreValue);
             NUMBERS[j]->PreValueOkay = true;
+
             if (_extern)
             {
                 time(&(NUMBERS[j]->lastvalue));
                 localtime(&(NUMBERS[j]->lastvalue));
             }
-//            ESP_LOGD(TAG, "Found %d! - set to %f", j,  NUMBERS[j]->PreValue);
+            //ESP_LOGD(TAG, "Found %d! - set to %.8f", j,  NUMBERS[j]->PreValue);
+            
+            UpdatePreValueINI = true;   // Only update prevalue file if a new value is set
+            SavePreValue();
+
+            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "SetPreValue: PreValue for " + NUMBERS[j]->name + " set to " + 
+                                                     std::to_string(NUMBERS[j]->PreValue));
+            return true;
         }
     }
-    UpdatePreValueINI = true;
-    SavePreValue();
+    
+    LogFile.WriteToFile(ESP_LOG_WARN, TAG, "SetPreValue: Numbersname not found or not valid");
+    return false;   // No new value was set (e.g. wrong numbersname, no numbers at all)
 }
 
 

code/components/jomjol_flowcontroll/ClassFlowPostProcessing.h

@@ -68,7 +68,7 @@ public:
     void SavePreValue();
     string getJsonFromNumber(int i, std::string _lineend);
     string GetPreValue(std::string _number = "");
-    void SetPreValue(double zw, string _numbers, bool _extern = false);
+    bool SetPreValue(double zw, string _numbers, bool _extern = false);
 
     std::string GetJSON(std::string _lineend = "\n");
     std::string getNumbersName();

code/components/jomjol_flowcontroll/ClassFlowTakeImage.cpp

@@ -8,6 +8,7 @@
 #include "esp_wifi.h"
 #include "esp_log.h"
 #include "../../include/defines.h"
+#include "psram.h"
 
 #include <time.h>
 
@@ -15,7 +16,7 @@
 
 // #define WIFITURNOFF
 
-static const char* TAG = "flow_make_image";
+static const char* TAG = "TAKEIMAGE";
 
 esp_err_t ClassFlowTakeImage::camera_capture(){
     string nm =  namerawimage;
@@ -183,6 +184,8 @@ string ClassFlowTakeImage::getHTMLSingleStep(string host)
 
 bool ClassFlowTakeImage::doFlow(string zwtime)
 {
+    psram_init_shared_memory_for_take_image_step();
+
     string logPath = CreateLogFolder(zwtime);
 
     int flash_duration = (int) (waitbeforepicture * 1000);

code/components/jomjol_flowcontroll/ClassFlowWriteList.cpp

@@ -1,91 +0,0 @@
-#include <sstream>
-#include "ClassFlowWriteList.h"
-#include "Helper.h"
-
-#include "time_sntp.h"
-#include "../../include/defines.h"
-
-#include <time.h>
-
-void ClassFlowWriteList::SetInitialParameter(void)
-{
-    flowpostprocessing = NULL;  
-    previousElement = NULL;
-    ListFlowControll = NULL; 
-    disabled = false;
-}       
-
-ClassFlowWriteList::ClassFlowWriteList()
-{
-    SetInitialParameter();
-}
-
-ClassFlowWriteList::ClassFlowWriteList(std::vector<ClassFlow*>* lfc)
-{
-    SetInitialParameter();
-
-    ListFlowControll = lfc;
-    for (int i = 0; i < ListFlowControll->size(); ++i)
-    {
-        if (((*ListFlowControll)[i])->name().compare("ClassFlowPostProcessing") == 0)
-        {
-            flowpostprocessing = (ClassFlowPostProcessing*) (*ListFlowControll)[i];
-        }
-    }
-}
-
-
-bool ClassFlowWriteList::ReadParameter(FILE* pfile, string& aktparamgraph)
-{
-    std::vector<string> splitted;
-
-    aktparamgraph = trim(aktparamgraph);
-
-    if (aktparamgraph.size() == 0)
-        if (!this->GetNextParagraph(pfile, aktparamgraph))
-            return false;
-
-    if (toUpper(aktparamgraph).compare("[MQTT]") != 0)  
-        return false;
-
-    while (this->getNextLine(pfile, &aktparamgraph) && !this->isNewParagraph(aktparamgraph))
-    {
-        splitted = ZerlegeZeile(aktparamgraph);
-    }
-   
-    return true;
-}
-
-
-
-bool ClassFlowWriteList::doFlow(string zwtime)
-{
-    std::string line = "";
-
-    std::string result;
-    std::string resulterror = "";
-    std::string resultraw = "";
-    std::string resultrate = "";
-    std::string resulttimestamp = "";
-    string zw = "";
-    string namenumber = "";
-
-    if (flowpostprocessing)
-    {
-        std::vector<NumberPost*>* NUMBERS = flowpostprocessing->GetNumbers();
-
-        for (int i = 0; i < (*NUMBERS).size(); ++i)
-        {
-            result =  (*NUMBERS)[i]->ReturnValue;
-            resultraw =  (*NUMBERS)[i]->ReturnRawValue;
-            resulterror = (*NUMBERS)[i]->ErrorMessageText;
-            resultrate = (*NUMBERS)[i]->ReturnRateValue;
-            resulttimestamp = (*NUMBERS)[i]->timeStamp;
-
-            line = line + resulttimestamp + "\t" + resultraw + "\t" + result + "\t" + resultraw + "\t" + resultrate + "\t" + resulttimestamp + "\t"; 
-
-        }
-    }
-    
-    return true;
-}

code/components/jomjol_flowcontroll/ClassFlowWriteList.h

@@ -1,27 +0,0 @@
-#pragma once
-
-#ifndef CLASSFFLOWPWRITELIST_H
-#define CLASSFFLOWPWRITELIST_H
-
-#include "ClassFlow.h"
-#include "ClassFlowPostProcessing.h"
-
-#include <string>
-
-class ClassFlowWriteList :
-    public ClassFlow
-{
-protected:
-	ClassFlowPostProcessing* flowpostprocessing;  
-	void SetInitialParameter(void);        
-
-public:
-    ClassFlowWriteList();
-    ClassFlowWriteList(std::vector<ClassFlow*>* lfc);
-
-    bool ReadParameter(FILE* pfile, string& aktparamgraph);
-    bool doFlow(string time);
-    string name(){return "ClassFlowWriteList";};
-};
-
-#endif //CLASSFFLOWPWRITELIST_H

code/components/jomjol_tfliteclass/server_tflite.cpp → code/components/jomjol_flowcontroll/MainFlowControl.cpp

@@ -1,9 +1,10 @@
-#include "server_tflite.h"
+#include "MainFlowControl.h"
 
 #include <string>
 #include <vector>
 #include "string.h"
 #include "esp_log.h"
+#include <esp_timer.h>
 
 #include <iomanip>
 #include <sstream>
@@ -27,8 +28,12 @@
 #include "connect_wlan.h"
 #include "psram.h"
 
+// support IDF 5.x
+#ifndef portTICK_RATE_MS
+#define portTICK_RATE_MS portTICK_PERIOD_MS
+#endif
 
-ClassFlowControll tfliteflow;
+ClassFlowControll flowctrl;
 
 TaskHandle_t xHandletask_autodoFlow = NULL;
 
@@ -41,7 +46,8 @@ bool auto_isrunning = false;
 int countRounds = 0;
 bool isPlannedReboot = false;
 
-static const char *TAG = "TFLITE SERVER";
+static const char *TAG = "MAINCTRL";
+
 
 //#define DEBUG_DETAIL_ON
 
@@ -75,26 +81,26 @@ int getCountFlowRounds()
 
 esp_err_t GetJPG(std::string _filename, httpd_req_t *req)
 {
-    return tfliteflow.GetJPGStream(_filename, req);
+    return flowctrl.GetJPGStream(_filename, req);
 }
 
 
 esp_err_t GetRawJPG(httpd_req_t *req)
 {
-    return tfliteflow.SendRawJPG(req);
+    return flowctrl.SendRawJPG(req);
 }
 
 
-bool isSetupModusActive() {
-    return tfliteflow.getStatusSetupModus();
-    return false;
+bool isSetupModusActive() 
+{
+    return flowctrl.getStatusSetupModus();
 }
 
 
-void KillTFliteTasks()
+void DeleteMainFlowTask()
 {
     #ifdef DEBUG_DETAIL_ON      
-        ESP_LOGD(TAG, "KillTFliteTasks: xHandletask_autodoFlow: %ld", (long) xHandletask_autodoFlow);
+        ESP_LOGD(TAG, "DeleteMainFlowTask: xHandletask_autodoFlow: %ld", (long) xHandletask_autodoFlow);
     #endif
     if( xHandletask_autodoFlow != NULL )
     {
@@ -109,19 +115,19 @@ void KillTFliteTasks()
 
 void doInit(void)
 {
-    #ifdef DEBUG_DETAIL_ON             
-        ESP_LOGD(TAG, "Start tfliteflow.InitFlow(config);");
+    #ifdef DEBUG_DETAIL_ON
+        ESP_LOGD(TAG, "Start flowctrl.InitFlow(config);");
     #endif
-    tfliteflow.InitFlow(CONFIG_FILE);
-    #ifdef DEBUG_DETAIL_ON      
-        ESP_LOGD(TAG, "Finished tfliteflow.InitFlow(config);");
+    flowctrl.InitFlow(CONFIG_FILE);
+    #ifdef DEBUG_DETAIL_ON
+        ESP_LOGD(TAG, "Finished flowctrl.InitFlow(config);");
     #endif
     
     /* GPIO handler has to be initialized before MQTT init to ensure proper topic subscription */
     gpio_handler_init();
 
     #ifdef ENABLE_MQTT
-        tfliteflow.StartMQTTService();
+        flowctrl.StartMQTTService();
     #endif //ENABLE_MQTT
 }
 
@@ -131,7 +137,7 @@ bool doflow(void)
     std::string zw_time = getCurrentTimeString(LOGFILE_TIME_FORMAT);
     ESP_LOGD(TAG, "doflow - start %s", zw_time.c_str());
     flowisrunning = true;
-    tfliteflow.doFlow(zw_time);
+    flowctrl.doFlow(zw_time);
     flowisrunning = false;
 
     #ifdef DEBUG_DETAIL_ON      
@@ -207,6 +213,40 @@ esp_err_t handler_init(httpd_req_t *req)
 }
 
 
+esp_err_t handler_stream(httpd_req_t *req)
+{
+    #ifdef DEBUG_DETAIL_ON      
+        LogFile.WriteHeapInfo("handler_stream - Start");       
+        ESP_LOGD(TAG, "handler_stream uri: %s", req->uri);
+    #endif
+
+    char _query[50];
+    char _value[10];
+    bool flashlightOn = false;
+
+    if (httpd_req_get_url_query_str(req, _query, 50) == ESP_OK)
+    {
+//        ESP_LOGD(TAG, "Query: %s", _query);
+        if (httpd_query_key_value(_query, "flashlight", _value, 10) == ESP_OK)
+        {
+            #ifdef DEBUG_DETAIL_ON       
+                ESP_LOGD(TAG, "flashlight is found%s", _size);
+            #endif
+            if (strlen(_value) > 0)
+                flashlightOn = true;
+        }
+    }
+
+    Camera.CaptureToStream(req, flashlightOn);
+
+    #ifdef DEBUG_DETAIL_ON      
+        LogFile.WriteHeapInfo("handler_stream - Done");       
+    #endif
+
+    return ESP_OK;
+}
+
+
 esp_err_t handler_flow_start(httpd_req_t *req) {
 
     #ifdef DEBUG_DETAIL_ON          
@@ -278,7 +318,7 @@ esp_err_t handler_json(httpd_req_t *req)
         httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
         httpd_resp_set_type(req, "application/json");
 
-        std::string zw = tfliteflow.getJSON();
+        std::string zw = flowctrl.getJSON();
         if (zw.length() > 0) 
         {
             httpd_resp_send(req, zw.c_str(), zw.length());
@@ -371,7 +411,7 @@ esp_err_t handler_wasserzaehler(httpd_req_t *req)
                 _intype = READOUT_TYPE_ERROR;
 
 
-            zw = tfliteflow.getReadoutAll(_intype);
+            zw = flowctrl.getReadoutAll(_intype);
             ESP_LOGD(TAG, "ZW: %s", zw.c_str());
             if (zw.length() > 0)
                 httpd_resp_send(req, zw.c_str(), zw.length()); 
@@ -380,7 +420,7 @@ esp_err_t handler_wasserzaehler(httpd_req_t *req)
         }
 
 
-        std::string *status = tfliteflow.getActStatus();
+        std::string *status = flowctrl.getActStatus();
         string query = std::string(_query);
     //    ESP_LOGD(TAG, "Query: %s, query.c_str());
         if (query.find("full") != std::string::npos)
@@ -398,8 +438,7 @@ esp_err_t handler_wasserzaehler(httpd_req_t *req)
             httpd_resp_sendstr_chunk(req, txt.c_str());
         }
 
-
-        zw = tfliteflow.getReadout(_rawValue, _noerror);
+        zw = flowctrl.getReadout(_rawValue, _noerror, 0);
         if (zw.length() > 0)
             httpd_resp_sendstr_chunk(req, zw.c_str()); 
 
@@ -418,11 +457,11 @@ esp_err_t handler_wasserzaehler(httpd_req_t *req)
                 txt += "<table style=\"border-spacing: 5px\"><tr style=\"text-align: center; vertical-align: top;\">\n";
 
                 std::vector<HTMLInfo*> htmlinfodig;
-                htmlinfodig = tfliteflow.GetAllDigital(); 
+                htmlinfodig = flowctrl.GetAllDigital(); 
 
                 for (int i = 0; i < htmlinfodig.size(); ++i)
                 {
-                    if (tfliteflow.GetTypeDigital() == Digital)
+                    if (flowctrl.GetTypeDigital() == Digital)
                     {
                         if (htmlinfodig[i]->val == 10)
                             zw = "NaN";
@@ -453,7 +492,7 @@ esp_err_t handler_wasserzaehler(httpd_req_t *req)
                 txt += "<table style=\"border-spacing: 5px\"><tr style=\"text-align: center; vertical-align: top;\">\n";
                 
                 std::vector<HTMLInfo*> htmlinfoana;
-                htmlinfoana = tfliteflow.GetAllAnalog();
+                htmlinfoana = flowctrl.GetAllAnalog();
                 for (int i = 0; i < htmlinfoana.size(); ++i)
                 {
                     std::stringstream stream;
@@ -675,7 +714,7 @@ esp_err_t handler_editflow(httpd_req_t *req)
         Camera.SetBrightnessContrastSaturation(bri, con, sat);
         Camera.SetLEDIntensity(intens);
         ESP_LOGD(TAG, "test_take - vor TakeImage");
-        std::string zw = tfliteflow.doSingleStep("[TakeImage]", _host);
+        std::string zw = flowctrl.doSingleStep("[TakeImage]", _host);
         httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
         httpd_resp_send(req, zw.c_str(), zw.length()); 
     } 
@@ -690,7 +729,7 @@ esp_err_t handler_editflow(httpd_req_t *req)
 //        ESP_LOGD(TAG, "Parameter host: %s", _host.c_str());
 
 //        string zwzw = "Do " + _task + " start\n"; ESP_LOGD(TAG, zwzw.c_str());
-        std::string zw = tfliteflow.doSingleStep("[Alignment]", _host);
+        std::string zw = flowctrl.doSingleStep("[Alignment]", _host);
         httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
         httpd_resp_send(req, zw.c_str(), zw.length()); 
     }
@@ -706,7 +745,7 @@ esp_err_t handler_editflow(httpd_req_t *req)
 esp_err_t handler_statusflow(httpd_req_t *req)
 {
     #ifdef DEBUG_DETAIL_ON       
-        LogFile.WriteHeapInfo("handler_prevalue - Start");       
+        LogFile.WriteHeapInfo("handler_statusflow - Start");       
     #endif
 
     const char* resp_str;
@@ -715,10 +754,10 @@ esp_err_t handler_statusflow(httpd_req_t *req)
     if (bTaskAutoFlowCreated) 
     {
         #ifdef DEBUG_DETAIL_ON       
-            ESP_LOGD(TAG, "handler_prevalue: %s", req->uri);
+            ESP_LOGD(TAG, "handler_statusflow: %s", req->uri);
         #endif
 
-        string* zw = tfliteflow.getActStatusWithTime();
+        string* zw = flowctrl.getActStatusWithTime();
         resp_str = zw->c_str();
 
         httpd_resp_send(req, resp_str, HTTPD_RESP_USE_STRLEN);   
@@ -730,7 +769,7 @@ esp_err_t handler_statusflow(httpd_req_t *req)
     }
 
     #ifdef DEBUG_DETAIL_ON       
-        LogFile.WriteHeapInfo("handler_prevalue - Done");       
+        LogFile.WriteHeapInfo("handler_statusflow - Done");       
     #endif
 
     return ESP_OK;
@@ -802,50 +841,81 @@ esp_err_t handler_uptime(httpd_req_t *req)
 esp_err_t handler_prevalue(httpd_req_t *req)
 {
     #ifdef DEBUG_DETAIL_ON       
-        LogFile.WriteHeapInfo("handler_prevalue - Start");       
+        LogFile.WriteHeapInfo("handler_prevalue - Start");          
+        ESP_LOGD(TAG, "handler_prevalue: %s", req->uri);
     #endif
 
-    const char* resp_str;
-    string zw;
+    // Default usage message when handler gets called without any parameter
+    const std::string RESTUsageInfo = 
+        "00: Handler usage:<br>"
+        "- To retrieve actual PreValue, please provide only a numbersname, e.g. /setPreValue?numbers=main<br>"
+        "- To set PreValue to a new value, please provide a numbersname and a value, e.g. /setPreValue?numbers=main&value=1234.5678<br>"
+        "NOTE:<br>"
+        "value >= 0.0: Set PreValue to provided value<br>"
+        "value <  0.0: Set PreValue to actual RAW value (as long RAW value is a valid number, without N)";
 
-    #ifdef DEBUG_DETAIL_ON       
-        ESP_LOGD(TAG, "handler_prevalue: %s", req->uri);
-    #endif
+    // Default return error message when no return is programmed
+    std::string sReturnMessage = "E90: Uninitialized";
 
     char _query[100];
-    char _size[10] = "";
-    char _numbers[50] = "default";
+    char _numbersname[50] = "default";
+    char _value[20] = "";
 
-    if (httpd_req_get_url_query_str(req, _query, 100) == ESP_OK)
-    {
+    httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
+
+    if (httpd_req_get_url_query_str(req, _query, 100) == ESP_OK) {
         #ifdef DEBUG_DETAIL_ON       
             ESP_LOGD(TAG, "Query: %s", _query);
         #endif
 
-        if (httpd_query_key_value(_query, "value", _size, 10) == ESP_OK)
-        {
+        if (httpd_query_key_value(_query, "numbers", _numbersname, 50) != ESP_OK) { // If request is incomplete
+            sReturnMessage = "E91: Query parameter incomplete or not valid!<br> "
+                             "Call /setPreValue to show REST API usage info and/or check documentation";
+            httpd_resp_send(req, sReturnMessage.c_str(), sReturnMessage.length());
+            return ESP_FAIL; 
+        }
+
+        if (httpd_query_key_value(_query, "value", _value, 20) == ESP_OK) {
             #ifdef DEBUG_DETAIL_ON       
                 ESP_LOGD(TAG, "Value: %s", _size);
             #endif
         }
+    }
+    else {  // if no parameter is provided, print handler usage
+        httpd_resp_send(req, RESTUsageInfo.c_str(), RESTUsageInfo.length());
+        return ESP_OK; 
+    }   
+
+    if (strlen(_value) == 0) { // If no value is povided --> return actual PreValue
+        sReturnMessage = flowctrl.GetPrevalue(std::string(_numbersname));
+
+        if (sReturnMessage.empty()) {
+            sReturnMessage = "E92: Numbers name not found";
+            httpd_resp_send(req, sReturnMessage.c_str(), sReturnMessage.length());
+            return ESP_FAIL;
+        }
+    }
+    else {
+        // New value is positive: Set PreValue to provided value and return value
+        // New value is negative and actual RAW value is a valid number: Set PreValue to RAW value and return value
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "REST API handler_prevalue called: numbersname: " + std::string(_numbersname) + 
+                                                ", value: " + std::string(_value));
+        if (!flowctrl.UpdatePrevalue(_value, _numbersname, true)) {
+            sReturnMessage = "E93: Update request rejected. Please check device logs for more details";
+            httpd_resp_send(req, sReturnMessage.c_str(), sReturnMessage.length());  
+            return ESP_FAIL;
+        }
 
-        httpd_query_key_value(_query, "numbers", _numbers, 50);
-    }      
+        sReturnMessage = flowctrl.GetPrevalue(std::string(_numbersname));
 
-    if (strlen(_size) == 0)
-    {
-        zw = tfliteflow.GetPrevalue(std::string(_numbers));
-    }
-    else
-    {
-        zw = "SetPrevalue to " + tfliteflow.UpdatePrevalue(_size, _numbers, true);
+        if (sReturnMessage.empty()) {
+            sReturnMessage = "E94: Numbers name not found";
+            httpd_resp_send(req, sReturnMessage.c_str(), sReturnMessage.length());
+            return ESP_FAIL;
+        }
     }
-    
-    resp_str = zw.c_str();
 
-    httpd_resp_set_hdr(req, "Access-Control-Allow-Origin", "*");
-    
-    httpd_resp_send(req, resp_str, HTTPD_RESP_USE_STRLEN);  
+    httpd_resp_send(req, sReturnMessage.c_str(), sReturnMessage.length());  
 
     #ifdef DEBUG_DETAIL_ON       
         LogFile.WriteHeapInfo("handler_prevalue - End");       
@@ -863,7 +933,7 @@ void task_autodoFlow(void *pvParameter)
 
     if (!isPlannedReboot && (esp_reset_reason() == ESP_RST_PANIC))
     {
-        tfliteflow.setActStatus("Initialization (delayed)");
+        flowctrl.setActStatus("Initialization (delayed)");
         //#ifdef ENABLE_MQTT
             //MQTTPublish(mqttServer_getMainTopic() + "/" + "status", "Initialization (delayed)", false); // Right now, not possible -> MQTT Service is going to be started later
         //#endif //ENABLE_MQTT
@@ -873,13 +943,13 @@ void task_autodoFlow(void *pvParameter)
     ESP_LOGD(TAG, "task_autodoFlow: start");
     doInit();
 
-    auto_isrunning = tfliteflow.isAutoStart(auto_interval);
+    auto_isrunning = flowctrl.isAutoStart(auto_interval);
 
     if (isSetupModusActive()) 
     {
         auto_isrunning = false;
         std::string zw_time = getCurrentTimeString(LOGFILE_TIME_FORMAT);
-        tfliteflow.doFlowTakeImageOnly(zw_time);
+        flowctrl.doFlowTakeImageOnly(zw_time);
     }
     
     while (auto_isrunning)
@@ -944,13 +1014,19 @@ void task_autodoFlow(void *pvParameter)
             vTaskDelay( xDelay );        
         }
     }
+
+    while(1) // Keep flow task running to handle necessary sub tasks like reboot handler, etc..
+    {
+        vTaskDelay(2000 / portTICK_PERIOD_MS); 
+    }
+
     vTaskDelete(NULL); //Delete this task if it exits from the loop above
     xHandletask_autodoFlow = NULL;
     ESP_LOGD(TAG, "task_autodoFlow: end");
 }
 
 
-void TFliteDoAutoStart()
+void StartMainFlowTask()
 {
     BaseType_t xReturned;
 
@@ -967,17 +1043,9 @@ void TFliteDoAutoStart()
 }
 
 
-#ifdef ENABLE_MQTT
-std::string GetMQTTMainTopic()
+void register_server_main_flow_task_uri(httpd_handle_t server)
 {
-    return tfliteflow.GetMQTTMainTopic();
-}
-#endif//ENABLE_MQTT
-
-
-void register_server_tflite_uri(httpd_handle_t server)
-{
-    ESP_LOGI(TAG, "server_part_camera - Registering URI handlers");
+    ESP_LOGI(TAG, "server_main_flow_task - Registering URI handlers");
     
     httpd_uri_t camuri = { };
     camuri.method    = HTTP_GET;
@@ -1071,4 +1139,10 @@ void register_server_tflite_uri(httpd_handle_t server)
     camuri.handler   = handler_get_heap;
     camuri.user_ctx  = (void*) "Heap"; 
     httpd_register_uri_handler(server, &camuri);
+
+    camuri.uri       = "/stream";
+    camuri.handler   = handler_stream;
+    camuri.user_ctx  = (void*) "stream"; 
+    httpd_register_uri_handler(server, &camuri);
+
 }

code/components/jomjol_tfliteclass/server_tflite.h → code/components/jomjol_flowcontroll/MainFlowControl.h

@@ -1,7 +1,7 @@
 #pragma once
 
-#ifndef SERVERTFLITE_H
-#define SERVERTFLITE_H
+#ifndef MAINFLOWCONTROL_H
+#define MAINFLOWCONTROL_H
 
 #include <esp_log.h>
 #include <string>
@@ -10,25 +10,25 @@
 #include "CImageBasis.h"
 #include "ClassFlowControll.h"
 
-//#include "ClassControllCamera.h"
+extern ClassFlowControll flowctrl;
 
-extern ClassFlowControll tfliteflow;
-void register_server_tflite_uri(httpd_handle_t server);
 
-void KillTFliteTasks();
-void TFliteDoAutoStart();
-bool isSetupModusActive();
-int getCountFlowRounds();
+void register_server_main_flow_task_uri(httpd_handle_t server);
 
 void CheckIsPlannedReboot();
 bool getIsPlannedReboot();
 
-esp_err_t GetJPG(std::string _filename, httpd_req_t *req);
-esp_err_t GetRawJPG(httpd_req_t *req);
+void StartMainFlowTask();
+void DeleteMainFlowTask();
+bool isSetupModusActive();
+
+int getCountFlowRounds();
 
 #ifdef ENABLE_MQTT
-std::string GetMQTTMainTopic();
-esp_err_t MQTTCtrlFlowStart(std::string);
+esp_err_t MQTTCtrlFlowStart(std::string _topic);
 #endif //ENABLE_MQTT
 
-#endif //SERVERTFLITE_H
+esp_err_t GetRawJPG(httpd_req_t *req);
+esp_err_t GetJPG(std::string _filename, httpd_req_t *req);
+
+#endif //MAINFLOWCONTROL_H

code/components/jomjol_helper/CMakeLists.txt

@@ -2,6 +2,6 @@ FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
 
 idf_component_register(SRCS ${app_sources}
                     INCLUDE_DIRS "."
-                    REQUIRES tflite-lib jomjol_logfile fatfs sdmmc)
+                    REQUIRES esp_timer tflite-lib jomjol_logfile fatfs sdmmc)
 
 

code/components/jomjol_helper/Helper.cpp

@@ -23,6 +23,8 @@ extern "C" {
 
 #include <string.h>
 #include <esp_log.h>
+#include <esp_mac.h>
+#include <esp_timer.h>
 #include "../../include/defines.h"
 
 

code/components/jomjol_helper/esp_sys.cpp

@@ -3,6 +3,7 @@
 #ifdef DEBUG_ENABLE_SYSINFO
 
 #include "esp_sys.h"
+#include "esp_chip_info.h"
 
 #include <string>
 
@@ -121,7 +122,7 @@ std::string get_device_info()
     }
 
     #ifdef USE_HIMEM_IF_AVAILABLE
-        sprintf(aMsgBuf,"spiram size %u\n", esp_spiram_get_size());
+        sprintf(aMsgBuf,"spiram size %u\n", esp_psram_get_size());
         espInfoResultStr += std::string(aMsgBuf);
         sprintf(aMsgBuf,"himem free %u\n", esp_himem_get_free_size());
         espInfoResultStr += std::string(aMsgBuf);

code/components/jomjol_helper/esp_sys.h

@@ -16,9 +16,9 @@
 #include <esp_spi_flash.h>
 #include <esp_heap_caps.h>
 
-// for esp_spiram_get_size
+// for esp_psram_get_size
 extern "C" {
-    #include <esp32/spiram.h>
+    #include "esp_psram.h"
     #ifdef USE_HIMEM_IF_AVAILABLE
         #include <esp32/himem.h>
     #endif

code/components/jomjol_helper/psram.cpp

@@ -1,11 +1,128 @@
 #include "ClassLogFile.h"
-#include "esp_heap_caps.h"
+#include "../../include/defines.h"
+#include "psram.h"
 
 static const char* TAG = "PSRAM";
 
 using namespace std;
 
 
+void *shared_region = NULL;
+uint32_t allocatedBytesForSTBI = 0;
+
+
+/** Reserve a large block in the PSRAM which will be shared between the different steps.
+ * Each step uses it differently but only wiuthin itself. */
+bool reserve_psram_shared_region(void) {
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating shared PSRAM region (" + 
+            std::to_string(TENSOR_ARENA_SIZE + MAX_MODEL_SIZE) + " bytes)...");
+    shared_region = malloc_psram_heap("Shared PSRAM region", TENSOR_ARENA_SIZE + MAX_MODEL_SIZE, 
+            MALLOC_CAP_SPIRAM | MALLOC_CAP_8BIT);
+
+    if (shared_region == NULL) {
+        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to allocating shared PSRAM region!");
+        return false;
+    }
+    else {
+        return true;
+    }
+}
+
+
+
+/*******************************************************************
+ * Memory used in Take Image (STBI)
+ *******************************************************************/
+void psram_init_shared_memory_for_take_image_step(void) {
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Init shared memory for step 'Take Image' (STBI buffers)");
+    allocatedBytesForSTBI = 0;
+}
+
+
+void *psram_reserve_shared_stbi_memory(size_t size) {
+    /* Only large buffers should be placed in the shared PSRAM 
+     * If we also place all smaller STBI buffers here, we get artefacts for some reasons. */
+    if (size >= 100000) {
+        if ((allocatedBytesForSTBI + size) > TENSOR_ARENA_SIZE + MAX_MODEL_SIZE) { // Check if it still fits in the shared region
+            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Shared memory in PSRAM too small (STBI) to fit additional " + 
+                    std::to_string(size) + "bytes! Available: " + std::to_string(TENSOR_ARENA_SIZE + MAX_MODEL_SIZE - allocatedBytesForSTBI) + " bytes!");
+            return NULL;
+        }
+        
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating memory (" + std::to_string(size) + " bytes) for STBI (use shared memory in PSRAM)...");
+        allocatedBytesForSTBI += size;
+        return (uint8_t *)shared_region + allocatedBytesForSTBI - size;
+    }
+    else { // Normal PSRAM
+        return malloc_psram_heap("STBI", size, MALLOC_CAP_SPIRAM);
+    }
+}
+
+
+void *psram_reallocate_shared_stbi_memory(void *ptr, size_t newsize) {
+    char buf[20];
+    sprintf(buf, "%p", ptr);
+    LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "STBI requested realloc for " + std::string(buf) + " but this is currently unsupported!");
+    return NULL;
+}
+
+
+void psram_free_shared_stbi_memory(void *p) {
+    if ((p >= shared_region) && (p <= ((uint8_t *)shared_region + allocatedBytesForSTBI))) { // was allocated inside the shared memory
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Part of shared memory used for STBI (PSRAM, part of shared memory) is free again");
+    }
+    else { // Normal PSRAM
+        free_psram_heap("STBI", p);
+    }
+}
+
+
+
+/*******************************************************************
+ * Memory used in Aligning Step 
+ * During this step we only use the shared part of the PSRAM
+ * for the tmpImage. 
+ *******************************************************************/
+void *psram_reserve_shared_tmp_image_memory(void) {  
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating tmpImage (" + std::to_string(IMAGE_SIZE) + " bytes, use shared memory in PSRAM)...");
+    return shared_region; // Use 1th part of the shared memory for the tmpImage (only user)
+}
+
+
+void psram_free_shared_temp_image_memory(void) {
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Shared memory used for tmpImage (PSRAM, part of shared memory) is free again");
+}
+
+
+
+/*******************************************************************
+ * Memory used in Digitalization Steps
+ * During this step we only use the shared part of the PSRAM for the
+ * Tensor Arena and one of the Models.
+ * The shared memory is large enough for the largest model and the
+ * Tensor Arena. Therefore we do not need to monitor the usage.
+ *******************************************************************/
+void *psram_get_shared_tensor_arena_memory(void) {
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating Tensor Arena (" + std::to_string(TENSOR_ARENA_SIZE) + " bytes, use shared memory in PSRAM)...");
+    return shared_region; // Use 1th part of the shared memory for Tensor
+}
+
+
+void *psram_get_shared_model_memory(void) {
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocating Model memory (" + std::to_string(MAX_MODEL_SIZE) + " bytes, use shared memory in PSRAM)...");
+    return (uint8_t *)shared_region + TENSOR_ARENA_SIZE; // Use 2nd part of the shared memory (after Tensor Arena) for the model
+}
+
+
+void psram_free_shared_tensor_arena_and_model_memory(void) {
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Shared memory used for Tensor Arena and model (PSRAM, part of shared memory) is free again");
+}
+
+
+
+/*******************************************************************
+ * General
+ *******************************************************************/
 void *malloc_psram_heap(std::string name, size_t size, uint32_t caps) {
 	void *ptr;
 
@@ -21,12 +138,25 @@ void *malloc_psram_heap(std::string name, size_t size, uint32_t caps) {
 }
 
 
+void *realloc_psram_heap(std::string name, void *ptr, size_t size, uint32_t caps) {
+	ptr = heap_caps_realloc(ptr, size, caps);
+    if (ptr != NULL) {
+	    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Reallocated " + to_string(size) + " bytes in PSRAM for '" + name + "'");
+	}
+    else {
+        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to reallocate " + to_string(size) + " bytes in PSRAM for '" + name + "'!");
+    }
+
+	return ptr;
+}
+
+
 void *calloc_psram_heap(std::string name, size_t n, size_t size, uint32_t caps) {
 	void *ptr;
 
 	ptr = heap_caps_calloc(n, size, caps);
     if (ptr != NULL) {
-	    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Allocated " + to_string(size) + " bytes in PSRAM for '" + name + "'");
+	    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Allocated " + to_string(size) + " bytes in PSRAM for '" + name + "'");
 	}
     else {
         LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to allocate " + to_string(size) + " bytes in PSRAM for '" + name + "'!");
@@ -39,4 +169,4 @@ void *calloc_psram_heap(std::string name, size_t n, size_t size, uint32_t caps)
 void free_psram_heap(std::string name, void *ptr) {
     LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Freeing memory in PSRAM used for '" + name + "'...");
     heap_caps_free(ptr);
-}
+}

code/components/jomjol_helper/psram.h

@@ -1,7 +1,34 @@
+#pragma once
+#ifndef PSRAM_h
+#define PSRAM_h
 
 #include "esp_heap_caps.h"
 
+
+bool reserve_psram_shared_region(void);
+
+
+/* Memory used in Take Image Step */
+void psram_init_shared_memory_for_take_image_step(void);
+void *psram_reserve_shared_stbi_memory(size_t size);
+void *psram_reallocate_shared_stbi_memory(void *ptr, size_t newsize);
+void psram_free_shared_stbi_memory(void *p);
+
+
+/* Memory used in Aligning Step */
+void *psram_reserve_shared_tmp_image_memory(void);
+void psram_free_shared_temp_image_memory(void);
+
+/* Memory used in Digitalization Steps */
+void *psram_get_shared_tensor_arena_memory(void);
+void *psram_get_shared_model_memory(void);
+void psram_free_shared_tensor_arena_and_model_memory(void);
+
+/* General */
 void *malloc_psram_heap(std::string name, size_t size, uint32_t caps);
+void *realloc_psram_heap(std::string name, void *ptr, size_t size, uint32_t caps);
 void *calloc_psram_heap(std::string name, size_t n, size_t size, uint32_t caps);
 
-void free_psram_heap(std::string name, void *ptr);
+void free_psram_heap(std::string name, void *ptr);
+
+#endif // PSRAM_h

code/components/jomjol_helper/statusled.cpp

@@ -7,6 +7,11 @@
 #include "ClassLogFile.h"
 #include "../../include/defines.h"
 
+// define `gpio_pad_select_gpip` for newer versions of IDF
+#if (ESP_IDF_VERSION >= ESP_IDF_VERSION_VAL(4, 3, 0))
+#include "esp_rom_gpio.h"
+#define gpio_pad_select_gpio esp_rom_gpio_pad_select_gpio
+#endif
 
 static const char* TAG = "STATUSLED";
 

code/components/jomjol_image_proc/CImageBasis.cpp

@@ -477,7 +477,13 @@ CImageBasis::CImageBasis(string _name, CImageBasis *_copyfrom)
 
     memsize = width * height * channels;
 
-    rgb_image = (unsigned char*)malloc_psram_heap(std::string(TAG) + "->CImageBasis (" + name + ")", memsize, MALLOC_CAP_SPIRAM);
+
+    if (name == "tmpImage") {
+        rgb_image = (unsigned char*)psram_reserve_shared_tmp_image_memory();
+    }
+    else {
+        rgb_image = (unsigned char*)malloc_psram_heap(std::string(TAG) + "->CImageBasis (" + name + ")", memsize, MALLOC_CAP_SPIRAM);
+    }
 
     if (rgb_image == NULL)
     {
@@ -618,9 +624,20 @@ CImageBasis::~CImageBasis()
 {
     RGBImageLock();
 
+
     if (!externalImage) {
-        //stbi_image_free(rgb_image);
-        free_psram_heap(std::string(TAG) + "->CImageBasis (" + name + ", " + to_string(memsize) + ")", rgb_image);
+        if (name == "tmpImage") { // This image should be placed in the shared part of PSRAM
+            psram_free_shared_temp_image_memory();
+        }
+        else { // All other images are much smaller and can go into the normal PSRAM region
+            //stbi_image_free(rgb_image);
+            if (memsize == 0) {
+                LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Not freeing (" + name + " as there was never PSRAM allocated for it)");
+            }
+            else {
+                free_psram_heap(std::string(TAG) + "->CImageBasis (" + name + ", " + to_string(memsize) + ")", rgb_image);
+            }
+        }
     }
 
     RGBImageRelease();

code/components/jomjol_image_proc/CImageBasis.h

@@ -11,9 +11,9 @@
 
 #include <math.h>
 
-#include "stb_image.h"
-#include "stb_image_write.h"
-#include "stb_image_resize.h"
+#include "../stb/stb_image.h"
+#include "../stb/stb_image_write.h"
+#include "../stb/stb_image_resize.h"
 
 #include "esp_heap_caps.h"
 

code/components/jomjol_image_proc/make_stb.cpp

@@ -1,13 +1,28 @@
 #include <stdint.h>
 #include <string>
+#include "psram.h"
 
 #include "../../include/defines.h"
 
+
+#define USE_SHARED_PSRAM_FOR_STBI
+
+#ifdef USE_SHARED_PSRAM_FOR_STBI
+#define STBI_MALLOC(sz)           psram_reserve_shared_stbi_memory(sz)
+#define STBI_REALLOC(p,newsz)     psram_reallocate_shared_stbi_memory(p, newsz)
+#define STBI_FREE(p)              psram_free_shared_stbi_memory(p)
+#else // Use normal PSRAM
+#define STBI_MALLOC(sz)           malloc_psram_heap("STBI", sz, MALLOC_CAP_SPIRAM)
+#define STBI_REALLOC(p,newsz)     realloc_psram_heap("STBI", p, newsz, MALLOC_CAP_SPIRAM)
+#define STBI_FREE(p)              free_psram_heap("STBI", p)
+#endif
+
+
 #define STB_IMAGE_IMPLEMENTATION
-#include "stb_image.h"
+#include "../stb/stb_image.h"
 
 #define STB_IMAGE_WRITE_IMPLEMENTATION
-#include "stb_image_write.h"
+#include "../stb/stb_image_write.h"
 
 #define STB_IMAGE_RESIZE_IMPLEMENTATION
-#include "stb_image_resize.h"
+#include "../stb/stb_image_resize.h"

code/components/jomjol_image_proc/stb_image.h

@@ -1,7657 +0,0 @@
-/* stb_image - v2.25 - public domain image loader - http://nothings.org/stb
-                                  no warranty implied; use at your own risk
-
-   Do this:
-      #define STB_IMAGE_IMPLEMENTATION
-   before you include this file in *one* C or C++ file to create the implementation.
-
-   // i.e. it should look like this:
-   #include ...
-   #include ...
-   #include ...
-   #define STB_IMAGE_IMPLEMENTATION
-   #include "stb_image.h"
-
-   You can #define STBI_ASSERT(x) before the #include to avoid using assert.h.
-   And #define STBI_MALLOC, STBI_REALLOC, and STBI_FREE to avoid using malloc,realloc,free
-
-
-   QUICK NOTES:
-      Primarily of interest to game developers and other people who can
-          avoid problematic images and only need the trivial interface
-
-      JPEG baseline & progressive (12 bpc/arithmetic not supported, same as stock IJG lib)
-      PNG 1/2/4/8/16-bit-per-channel
-
-      TGA (not sure what subset, if a subset)
-      BMP non-1bpp, non-RLE
-      PSD (composited view only, no extra channels, 8/16 bit-per-channel)
-
-      GIF (*comp always reports as 4-channel)
-      HDR (radiance rgbE format)
-      PIC (Softimage PIC)
-      PNM (PPM and PGM binary only)
-
-      Animated GIF still needs a proper API, but here's one way to do it:
-          http://gist.github.com/urraka/685d9a6340b26b830d49
-
-      - decode from memory or through FILE (define STBI_NO_STDIO to remove code)
-      - decode from arbitrary I/O callbacks
-      - SIMD acceleration on x86/x64 (SSE2) and ARM (NEON)
-
-   Full documentation under "DOCUMENTATION" below.
-
-
-LICENSE
-
-  See end of file for license information.
-
-RECENT REVISION HISTORY:
-
-      2.25  (2020-02-02) fix warnings
-      2.24  (2020-02-02) fix warnings; thread-local failure_reason and flip_vertically
-      2.23  (2019-08-11) fix clang static analysis warning
-      2.22  (2019-03-04) gif fixes, fix warnings
-      2.21  (2019-02-25) fix typo in comment
-      2.20  (2019-02-07) support utf8 filenames in Windows; fix warnings and platform ifdefs
-      2.19  (2018-02-11) fix warning
-      2.18  (2018-01-30) fix warnings
-      2.17  (2018-01-29) bugfix, 1-bit BMP, 16-bitness query, fix warnings
-      2.16  (2017-07-23) all functions have 16-bit variants; optimizations; bugfixes
-      2.15  (2017-03-18) fix png-1,2,4; all Imagenet JPGs; no runtime SSE detection on GCC
-      2.14  (2017-03-03) remove deprecated STBI_JPEG_OLD; fixes for Imagenet JPGs
-      2.13  (2016-12-04) experimental 16-bit API, only for PNG so far; fixes
-      2.12  (2016-04-02) fix typo in 2.11 PSD fix that caused crashes
-      2.11  (2016-04-02) 16-bit PNGS; enable SSE2 in non-gcc x64
-                         RGB-format JPEG; remove white matting in PSD;
-                         allocate large structures on the stack;
-                         correct channel count for PNG & BMP
-      2.10  (2016-01-22) avoid warning introduced in 2.09
-      2.09  (2016-01-16) 16-bit TGA; comments in PNM files; STBI_REALLOC_SIZED
-
-   See end of file for full revision history.
-
-
- ============================    Contributors    =========================
-
- Image formats                          Extensions, features
-    Sean Barrett (jpeg, png, bmp)          Jetro Lauha (stbi_info)
-    Nicolas Schulz (hdr, psd)              Martin "SpartanJ" Golini (stbi_info)
-    Jonathan Dummer (tga)                  James "moose2000" Brown (iPhone PNG)
-    Jean-Marc Lienher (gif)                Ben "Disch" Wenger (io callbacks)
-    Tom Seddon (pic)                       Omar Cornut (1/2/4-bit PNG)
-    Thatcher Ulrich (psd)                  Nicolas Guillemot (vertical flip)
-    Ken Miller (pgm, ppm)                  Richard Mitton (16-bit PSD)
-    github:urraka (animated gif)           Junggon Kim (PNM comments)
-    Christopher Forseth (animated gif)     Daniel Gibson (16-bit TGA)
-                                           socks-the-fox (16-bit PNG)
-                                           Jeremy Sawicki (handle all ImageNet JPGs)
- Optimizations & bugfixes                  Mikhail Morozov (1-bit BMP)
-    Fabian "ryg" Giesen                    Anael Seghezzi (is-16-bit query)
-    Arseny Kapoulkine
-    John-Mark Allen
-    Carmelo J Fdez-Aguera
-
- Bug & warning fixes
-    Marc LeBlanc            David Woo          Guillaume George   Martins Mozeiko
-    Christpher Lloyd        Jerry Jansson      Joseph Thomson     Phil Jordan
-    Dave Moore              Roy Eltham         Hayaki Saito       Nathan Reed
-    Won Chun                Luke Graham        Johan Duparc       Nick Verigakis
-    the Horde3D community   Thomas Ruf         Ronny Chevalier    github:rlyeh
-    Janez Zemva             John Bartholomew   Michal Cichon      github:romigrou
-    Jonathan Blow           Ken Hamada         Tero Hanninen      github:svdijk
-    Laurent Gomila          Cort Stratton      Sergio Gonzalez    github:snagar
-    Aruelien Pocheville     Thibault Reuille   Cass Everitt       github:Zelex
-    Ryamond Barbiero        Paul Du Bois       Engin Manap        github:grim210
-    Aldo Culquicondor       Philipp Wiesemann  Dale Weiler        github:sammyhw
-    Oriol Ferrer Mesia      Josh Tobin         Matthew Gregan     github:phprus
-    Julian Raschke          Gregory Mullen     Baldur Karlsson    github:poppolopoppo
-    Christian Floisand      Kevin Schmidt      JR Smith           github:darealshinji
-    Brad Weinberger         Matvey Cherevko                       github:Michaelangel007
-    Blazej Dariusz Roszkowski                  Alexander Veselov
-*/
-
-
-#ifndef STBI_INCLUDE_STB_IMAGE_H
-#define STBI_INCLUDE_STB_IMAGE_H
-
-// DOCUMENTATION
-//
-// Limitations:
-//    - no 12-bit-per-channel JPEG
-//    - no JPEGs with arithmetic coding
-//    - GIF always returns *comp=4
-//
-// Basic usage (see HDR discussion below for HDR usage):
-//    int x,y,n;
-//    unsigned char *data = stbi_load(filename, &x, &y, &n, 0);
-//    // ... process data if not NULL ...
-//    // ... x = width, y = height, n = # 8-bit components per pixel ...
-//    // ... replace '0' with '1'..'4' to force that many components per pixel
-//    // ... but 'n' will always be the number that it would have been if you said 0
-//    stbi_image_free(data)
-//
-// Standard parameters:
-//    int *x                 -- outputs image width in pixels
-//    int *y                 -- outputs image height in pixels
-//    int *channels_in_file  -- outputs # of image components in image file
-//    int desired_channels   -- if non-zero, # of image components requested in result
-//
-// The return value from an image loader is an 'unsigned char *' which points
-// to the pixel data, or NULL on an allocation failure or if the image is
-// corrupt or invalid. The pixel data consists of *y scanlines of *x pixels,
-// with each pixel consisting of N interleaved 8-bit components; the first
-// pixel pointed to is top-left-most in the image. There is no padding between
-// image scanlines or between pixels, regardless of format. The number of
-// components N is 'desired_channels' if desired_channels is non-zero, or
-// *channels_in_file otherwise. If desired_channels is non-zero,
-// *channels_in_file has the number of components that _would_ have been
-// output otherwise. E.g. if you set desired_channels to 4, you will always
-// get RGBA output, but you can check *channels_in_file to see if it's trivially
-// opaque because e.g. there were only 3 channels in the source image.
-//
-// An output image with N components has the following components interleaved
-// in this order in each pixel:
-//
-//     N=#comp     components
-//       1           grey
-//       2           grey, alpha
-//       3           red, green, blue
-//       4           red, green, blue, alpha
-//
-// If image loading fails for any reason, the return value will be NULL,
-// and *x, *y, *channels_in_file will be unchanged. The function
-// stbi_failure_reason() can be queried for an extremely brief, end-user
-// unfriendly explanation of why the load failed. Define STBI_NO_FAILURE_STRINGS
-// to avoid compiling these strings at all, and STBI_FAILURE_USERMSG to get slightly
-// more user-friendly ones.
-//
-// Paletted PNG, BMP, GIF, and PIC images are automatically depalettized.
-//
-// ===========================================================================
-//
-// UNICODE:
-//
-//   If compiling for Windows and you wish to use Unicode filenames, compile
-//   with
-//       #define STBI_WINDOWS_UTF8
-//   and pass utf8-encoded filenames. Call stbi_convert_wchar_to_utf8 to convert
-//   Windows wchar_t filenames to utf8.
-//
-// ===========================================================================
-//
-// Philosophy
-//
-// stb libraries are designed with the following priorities:
-//
-//    1. easy to use
-//    2. easy to maintain
-//    3. good performance
-//
-// Sometimes I let "good performance" creep up in priority over "easy to maintain",
-// and for best performance I may provide less-easy-to-use APIs that give higher
-// performance, in addition to the easy-to-use ones. Nevertheless, it's important
-// to keep in mind that from the standpoint of you, a client of this library,
-// all you care about is #1 and #3, and stb libraries DO NOT emphasize #3 above all.
-//
-// Some secondary priorities arise directly from the first two, some of which
-// provide more explicit reasons why performance can't be emphasized.
-//
-//    - Portable ("ease of use")
-//    - Small source code footprint ("easy to maintain")
-//    - No dependencies ("ease of use")
-//
-// ===========================================================================
-//
-// I/O callbacks
-//
-// I/O callbacks allow you to read from arbitrary sources, like packaged
-// files or some other source. Data read from callbacks are processed
-// through a small internal buffer (currently 128 bytes) to try to reduce
-// overhead.
-//
-// The three functions you must define are "read" (reads some bytes of data),
-// "skip" (skips some bytes of data), "eof" (reports if the stream is at the end).
-//
-// ===========================================================================
-//
-// SIMD support
-//
-// The JPEG decoder will try to automatically use SIMD kernels on x86 when
-// supported by the compiler. For ARM Neon support, you must explicitly
-// request it.
-//
-// (The old do-it-yourself SIMD API is no longer supported in the current
-// code.)
-//
-// On x86, SSE2 will automatically be used when available based on a run-time
-// test; if not, the generic C versions are used as a fall-back. On ARM targets,
-// the typical path is to have separate builds for NEON and non-NEON devices
-// (at least this is true for iOS and Android). Therefore, the NEON support is
-// toggled by a build flag: define STBI_NEON to get NEON loops.
-//
-// If for some reason you do not want to use any of SIMD code, or if
-// you have issues compiling it, you can disable it entirely by
-// defining STBI_NO_SIMD.
-//
-// ===========================================================================
-//
-// HDR image support   (disable by defining STBI_NO_HDR)
-//
-// stb_image supports loading HDR images in general, and currently the Radiance
-// .HDR file format specifically. You can still load any file through the existing
-// interface; if you attempt to load an HDR file, it will be automatically remapped
-// to LDR, assuming gamma 2.2 and an arbitrary scale factor defaulting to 1;
-// both of these constants can be reconfigured through this interface:
-//
-//     stbi_hdr_to_ldr_gamma(2.2f);
-//     stbi_hdr_to_ldr_scale(1.0f);
-//
-// (note, do not use _inverse_ constants; stbi_image will invert them
-// appropriately).
-//
-// Additionally, there is a new, parallel interface for loading files as
-// (linear) floats to preserve the full dynamic range:
-//
-//    float *data = stbi_loadf(filename, &x, &y, &n, 0);
-//
-// If you load LDR images through this interface, those images will
-// be promoted to floating point values, run through the inverse of
-// constants corresponding to the above:
-//
-//     stbi_ldr_to_hdr_scale(1.0f);
-//     stbi_ldr_to_hdr_gamma(2.2f);
-//
-// Finally, given a filename (or an open file or memory block--see header
-// file for details) containing image data, you can query for the "most
-// appropriate" interface to use (that is, whether the image is HDR or
-// not), using:
-//
-//     stbi_is_hdr(char *filename);
-//
-// ===========================================================================
-//
-// iPhone PNG support:
-//
-// By default we convert iphone-formatted PNGs back to RGB, even though
-// they are internally encoded differently. You can disable this conversion
-// by calling stbi_convert_iphone_png_to_rgb(0), in which case
-// you will always just get the native iphone "format" through (which
-// is BGR stored in RGB).
-//
-// Call stbi_set_unpremultiply_on_load(1) as well to force a divide per
-// pixel to remove any premultiplied alpha *only* if the image file explicitly
-// says there's premultiplied data (currently only happens in iPhone images,
-// and only if iPhone convert-to-rgb processing is on).
-//
-// ===========================================================================
-//
-// ADDITIONAL CONFIGURATION
-//
-//  - You can suppress implementation of any of the decoders to reduce
-//    your code footprint by #defining one or more of the following
-//    symbols before creating the implementation.
-//
-//        STBI_NO_JPEG
-//        STBI_NO_PNG
-//        STBI_NO_BMP
-//        STBI_NO_PSD
-//        STBI_NO_TGA
-//        STBI_NO_GIF
-//        STBI_NO_HDR
-//        STBI_NO_PIC
-//        STBI_NO_PNM   (.ppm and .pgm)
-//
-//  - You can request *only* certain decoders and suppress all other ones
-//    (this will be more forward-compatible, as addition of new decoders
-//    doesn't require you to disable them explicitly):
-//
-//        STBI_ONLY_JPEG
-//        STBI_ONLY_PNG
-//        STBI_ONLY_BMP
-//        STBI_ONLY_PSD
-//        STBI_ONLY_TGA
-//        STBI_ONLY_GIF
-//        STBI_ONLY_HDR
-//        STBI_ONLY_PIC
-//        STBI_ONLY_PNM   (.ppm and .pgm)
-//
-//   - If you use STBI_NO_PNG (or _ONLY_ without PNG), and you still
-//     want the zlib decoder to be available, #define STBI_SUPPORT_ZLIB
-//
-
-
-#ifndef STBI_NO_STDIO
-#include <stdio.h>
-#endif // STBI_NO_STDIO
-
-#define STBI_VERSION 1
-
-enum
-{
-   STBI_default = 0, // only used for desired_channels
-
-   STBI_grey       = 1,
-   STBI_grey_alpha = 2,
-   STBI_rgb        = 3,
-   STBI_rgb_alpha  = 4
-};
-
-#include <stdlib.h>
-typedef unsigned char stbi_uc;
-typedef unsigned short stbi_us;
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-#ifndef STBIDEF
-#ifdef STB_IMAGE_STATIC
-#define STBIDEF static
-#else
-#define STBIDEF extern
-#endif
-#endif
-
-//////////////////////////////////////////////////////////////////////////////
-//
-// PRIMARY API - works on images of any type
-//
-
-//
-// load image by filename, open file, or memory buffer
-//
-
-typedef struct
-{
-   int      (*read)  (void *user,char *data,int size);   // fill 'data' with 'size' bytes.  return number of bytes actually read
-   void     (*skip)  (void *user,int n);                 // skip the next 'n' bytes, or 'unget' the last -n bytes if negative
-   int      (*eof)   (void *user);                       // returns nonzero if we are at end of file/data
-} stbi_io_callbacks;
-
-////////////////////////////////////
-//
-// 8-bits-per-channel interface
-//
-
-STBIDEF stbi_uc *stbi_load_from_memory   (stbi_uc           const *buffer, int len   , int *x, int *y, int *channels_in_file, int desired_channels);
-STBIDEF stbi_uc *stbi_load_from_callbacks(stbi_io_callbacks const *clbk  , void *user, int *x, int *y, int *channels_in_file, int desired_channels);
-
-#ifndef STBI_NO_STDIO
-STBIDEF stbi_uc *stbi_load            (char const *filename, int *x, int *y, int *channels_in_file, int desired_channels);
-STBIDEF stbi_uc *stbi_load_from_file  (FILE *f, int *x, int *y, int *channels_in_file, int desired_channels);
-// for stbi_load_from_file, file pointer is left pointing immediately after image
-#endif
-
-#ifndef STBI_NO_GIF
-STBIDEF stbi_uc *stbi_load_gif_from_memory(stbi_uc const *buffer, int len, int **delays, int *x, int *y, int *z, int *comp, int req_comp);
-#endif
-
-#ifdef STBI_WINDOWS_UTF8
-STBIDEF int stbi_convert_wchar_to_utf8(char *buffer, size_t bufferlen, const wchar_t* input);
-#endif
-
-////////////////////////////////////
-//
-// 16-bits-per-channel interface
-//
-
-STBIDEF stbi_us *stbi_load_16_from_memory   (stbi_uc const *buffer, int len, int *x, int *y, int *channels_in_file, int desired_channels);
-STBIDEF stbi_us *stbi_load_16_from_callbacks(stbi_io_callbacks const *clbk, void *user, int *x, int *y, int *channels_in_file, int desired_channels);
-
-#ifndef STBI_NO_STDIO
-STBIDEF stbi_us *stbi_load_16          (char const *filename, int *x, int *y, int *channels_in_file, int desired_channels);
-STBIDEF stbi_us *stbi_load_from_file_16(FILE *f, int *x, int *y, int *channels_in_file, int desired_channels);
-#endif
-
-////////////////////////////////////
-//
-// float-per-channel interface
-//
-#ifndef STBI_NO_LINEAR
-   STBIDEF float *stbi_loadf_from_memory     (stbi_uc const *buffer, int len, int *x, int *y, int *channels_in_file, int desired_channels);
-   STBIDEF float *stbi_loadf_from_callbacks  (stbi_io_callbacks const *clbk, void *user, int *x, int *y,  int *channels_in_file, int desired_channels);
-
-   #ifndef STBI_NO_STDIO
-   STBIDEF float *stbi_loadf            (char const *filename, int *x, int *y, int *channels_in_file, int desired_channels);
-   STBIDEF float *stbi_loadf_from_file  (FILE *f, int *x, int *y, int *channels_in_file, int desired_channels);
-   #endif
-#endif
-
-#ifndef STBI_NO_HDR
-   STBIDEF void   stbi_hdr_to_ldr_gamma(float gamma);
-   STBIDEF void   stbi_hdr_to_ldr_scale(float scale);
-#endif // STBI_NO_HDR
-
-#ifndef STBI_NO_LINEAR
-   STBIDEF void   stbi_ldr_to_hdr_gamma(float gamma);
-   STBIDEF void   stbi_ldr_to_hdr_scale(float scale);
-#endif // STBI_NO_LINEAR
-
-// stbi_is_hdr is always defined, but always returns false if STBI_NO_HDR
-STBIDEF int    stbi_is_hdr_from_callbacks(stbi_io_callbacks const *clbk, void *user);
-STBIDEF int    stbi_is_hdr_from_memory(stbi_uc const *buffer, int len);
-#ifndef STBI_NO_STDIO
-STBIDEF int      stbi_is_hdr          (char const *filename);
-STBIDEF int      stbi_is_hdr_from_file(FILE *f);
-#endif // STBI_NO_STDIO
-
-
-// get a VERY brief reason for failure
-// on most compilers (and ALL modern mainstream compilers) this is threadsafe
-STBIDEF const char *stbi_failure_reason  (void);
-
-// free the loaded image -- this is just free()
-STBIDEF void     stbi_image_free      (void *retval_from_stbi_load);
-
-// get image dimensions & components without fully decoding
-STBIDEF int      stbi_info_from_memory(stbi_uc const *buffer, int len, int *x, int *y, int *comp);
-STBIDEF int      stbi_info_from_callbacks(stbi_io_callbacks const *clbk, void *user, int *x, int *y, int *comp);
-STBIDEF int      stbi_is_16_bit_from_memory(stbi_uc const *buffer, int len);
-STBIDEF int      stbi_is_16_bit_from_callbacks(stbi_io_callbacks const *clbk, void *user);
-
-#ifndef STBI_NO_STDIO
-STBIDEF int      stbi_info               (char const *filename,     int *x, int *y, int *comp);
-STBIDEF int      stbi_info_from_file     (FILE *f,                  int *x, int *y, int *comp);
-STBIDEF int      stbi_is_16_bit          (char const *filename);
-STBIDEF int      stbi_is_16_bit_from_file(FILE *f);
-#endif
-
-
-
-// for image formats that explicitly notate that they have premultiplied alpha,
-// we just return the colors as stored in the file. set this flag to force
-// unpremultiplication. results are undefined if the unpremultiply overflow.
-STBIDEF void stbi_set_unpremultiply_on_load(int flag_true_if_should_unpremultiply);
-
-// indicate whether we should process iphone images back to canonical format,
-// or just pass them through "as-is"
-STBIDEF void stbi_convert_iphone_png_to_rgb(int flag_true_if_should_convert);
-
-// flip the image vertically, so the first pixel in the output array is the bottom left
-STBIDEF void stbi_set_flip_vertically_on_load(int flag_true_if_should_flip);
-
-// as above, but only applies to images loaded on the thread that calls the function
-// this function is only available if your compiler supports thread-local variables;
-// calling it will fail to link if your compiler doesn't
-STBIDEF void stbi_set_flip_vertically_on_load_thread(int flag_true_if_should_flip);
-
-// ZLIB client - used by PNG, available for other purposes
-
-STBIDEF char *stbi_zlib_decode_malloc_guesssize(const char *buffer, int len, int initial_size, int *outlen);
-STBIDEF char *stbi_zlib_decode_malloc_guesssize_headerflag(const char *buffer, int len, int initial_size, int *outlen, int parse_header);
-STBIDEF char *stbi_zlib_decode_malloc(const char *buffer, int len, int *outlen);
-STBIDEF int   stbi_zlib_decode_buffer(char *obuffer, int olen, const char *ibuffer, int ilen);
-
-STBIDEF char *stbi_zlib_decode_noheader_malloc(const char *buffer, int len, int *outlen);
-STBIDEF int   stbi_zlib_decode_noheader_buffer(char *obuffer, int olen, const char *ibuffer, int ilen);
-
-
-#ifdef __cplusplus
-}
-#endif
-
-//
-//
-////   end header file   /////////////////////////////////////////////////////
-#endif // STBI_INCLUDE_STB_IMAGE_H
-
-#ifdef STB_IMAGE_IMPLEMENTATION
-
-#if defined(STBI_ONLY_JPEG) || defined(STBI_ONLY_PNG) || defined(STBI_ONLY_BMP) \
-  || defined(STBI_ONLY_TGA) || defined(STBI_ONLY_GIF) || defined(STBI_ONLY_PSD) \
-  || defined(STBI_ONLY_HDR) || defined(STBI_ONLY_PIC) || defined(STBI_ONLY_PNM) \
-  || defined(STBI_ONLY_ZLIB)
-   #ifndef STBI_ONLY_JPEG
-   #define STBI_NO_JPEG
-   #endif
-   #ifndef STBI_ONLY_PNG
-   #define STBI_NO_PNG
-   #endif
-   #ifndef STBI_ONLY_BMP
-   #define STBI_NO_BMP
-   #endif
-   #ifndef STBI_ONLY_PSD
-   #define STBI_NO_PSD
-   #endif
-   #ifndef STBI_ONLY_TGA
-   #define STBI_NO_TGA
-   #endif
-   #ifndef STBI_ONLY_GIF
-   #define STBI_NO_GIF
-   #endif
-   #ifndef STBI_ONLY_HDR
-   #define STBI_NO_HDR
-   #endif
-   #ifndef STBI_ONLY_PIC
-   #define STBI_NO_PIC
-   #endif
-   #ifndef STBI_ONLY_PNM
-   #define STBI_NO_PNM
-   #endif
-#endif
-
-#if defined(STBI_NO_PNG) && !defined(STBI_SUPPORT_ZLIB) && !defined(STBI_NO_ZLIB)
-#define STBI_NO_ZLIB
-#endif
-
-
-#include <stdarg.h>
-#include <stddef.h> // ptrdiff_t on osx
-#include <stdlib.h>
-#include <string.h>
-#include <limits.h>
-
-#if !defined(STBI_NO_LINEAR) || !defined(STBI_NO_HDR)
-#include <math.h>  // ldexp, pow
-#endif
-
-#ifndef STBI_NO_STDIO
-#include <stdio.h>
-#endif
-
-#ifndef STBI_ASSERT
-#include <assert.h>
-#define STBI_ASSERT(x) assert(x)
-#endif
-
-#ifdef __cplusplus
-#define STBI_EXTERN extern "C"
-#else
-#define STBI_EXTERN extern
-#endif
-
-
-#ifndef _MSC_VER
-   #ifdef __cplusplus
-   #define stbi_inline inline
-   #else
-   #define stbi_inline
-   #endif
-#else
-   #define stbi_inline __forceinline
-#endif
-
-#ifndef STBI_NO_THREAD_LOCALS
-   #if defined(__cplusplus) &&  __cplusplus >= 201103L
-      #define STBI_THREAD_LOCAL       thread_local
-   #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 201112L
-      #define STBI_THREAD_LOCAL       _Thread_local
-   #elif defined(__GNUC__)
-      #define STBI_THREAD_LOCAL       __thread
-   #elif defined(_MSC_VER)
-      #define STBI_THREAD_LOCAL       __declspec(thread)
-#endif
-#endif
-
-#ifdef _MSC_VER
-typedef unsigned short stbi__uint16;
-typedef   signed short stbi__int16;
-typedef unsigned int   stbi__uint32;
-typedef   signed int   stbi__int32;
-#else
-#include <stdint.h>
-typedef uint16_t stbi__uint16;
-typedef int16_t  stbi__int16;
-typedef uint32_t stbi__uint32;
-typedef int32_t  stbi__int32;
-#endif
-
-// should produce compiler error if size is wrong
-typedef unsigned char validate_uint32[sizeof(stbi__uint32)==4 ? 1 : -1];
-
-#ifdef _MSC_VER
-#define STBI_NOTUSED(v)  (void)(v)
-#else
-#define STBI_NOTUSED(v)  (void)sizeof(v)
-#endif
-
-#ifdef _MSC_VER
-#define STBI_HAS_LROTL
-#endif
-
-#ifdef STBI_HAS_LROTL
-   #define stbi_lrot(x,y)  _lrotl(x,y)
-#else
-   #define stbi_lrot(x,y)  (((x) << (y)) | ((x) >> (32 - (y))))
-#endif
-
-#if defined(STBI_MALLOC) && defined(STBI_FREE) && (defined(STBI_REALLOC) || defined(STBI_REALLOC_SIZED))
-// ok
-#elif !defined(STBI_MALLOC) && !defined(STBI_FREE) && !defined(STBI_REALLOC) && !defined(STBI_REALLOC_SIZED)
-// ok
-#else
-#error "Must define all or none of STBI_MALLOC, STBI_FREE, and STBI_REALLOC (or STBI_REALLOC_SIZED)."
-#endif
-
-#ifndef STBI_MALLOC
-#define STBI_MALLOC(sz)           malloc(sz)
-#define STBI_REALLOC(p,newsz)     realloc(p,newsz)
-#define STBI_FREE(p)              free(p)
-#endif
-
-#ifndef STBI_REALLOC_SIZED
-#define STBI_REALLOC_SIZED(p,oldsz,newsz) STBI_REALLOC(p,newsz)
-#endif
-
-// x86/x64 detection
-#if defined(__x86_64__) || defined(_M_X64)
-#define STBI__X64_TARGET
-#elif defined(__i386) || defined(_M_IX86)
-#define STBI__X86_TARGET
-#endif
-
-#if defined(__GNUC__) && defined(STBI__X86_TARGET) && !defined(__SSE2__) && !defined(STBI_NO_SIMD)
-// gcc doesn't support sse2 intrinsics unless you compile with -msse2,
-// which in turn means it gets to use SSE2 everywhere. This is unfortunate,
-// but previous attempts to provide the SSE2 functions with runtime
-// detection caused numerous issues. The way architecture extensions are
-// exposed in GCC/Clang is, sadly, not really suited for one-file libs.
-// New behavior: if compiled with -msse2, we use SSE2 without any
-// detection; if not, we don't use it at all.
-#define STBI_NO_SIMD
-#endif
-
-#if defined(__MINGW32__) && defined(STBI__X86_TARGET) && !defined(STBI_MINGW_ENABLE_SSE2) && !defined(STBI_NO_SIMD)
-// Note that __MINGW32__ doesn't actually mean 32-bit, so we have to avoid STBI__X64_TARGET
-//
-// 32-bit MinGW wants ESP to be 16-byte aligned, but this is not in the
-// Windows ABI and VC++ as well as Windows DLLs don't maintain that invariant.
-// As a result, enabling SSE2 on 32-bit MinGW is dangerous when not
-// simultaneously enabling "-mstackrealign".
-//
-// See https://github.com/nothings/stb/issues/81 for more information.
-//
-// So default to no SSE2 on 32-bit MinGW. If you've read this far and added
-// -mstackrealign to your build settings, feel free to #define STBI_MINGW_ENABLE_SSE2.
-#define STBI_NO_SIMD
-#endif
-
-#if !defined(STBI_NO_SIMD) && (defined(STBI__X86_TARGET) || defined(STBI__X64_TARGET))
-#define STBI_SSE2
-#include <emmintrin.h>
-
-#ifdef _MSC_VER
-
-#if _MSC_VER >= 1400  // not VC6
-#include <intrin.h> // __cpuid
-static int stbi__cpuid3(void)
-{
-   int info[4];
-   __cpuid(info,1);
-   return info[3];
-}
-#else
-static int stbi__cpuid3(void)
-{
-   int res;
-   __asm {
-      mov  eax,1
-      cpuid
-      mov  res,edx
-   }
-   return res;
-}
-#endif
-
-#define STBI_SIMD_ALIGN(type, name) __declspec(align(16)) type name
-
-#if !defined(STBI_NO_JPEG) && defined(STBI_SSE2)
-static int stbi__sse2_available(void)
-{
-   int info3 = stbi__cpuid3();
-   return ((info3 >> 26) & 1) != 0;
-}
-#endif
-
-#else // assume GCC-style if not VC++
-#define STBI_SIMD_ALIGN(type, name) type name __attribute__((aligned(16)))
-
-#if !defined(STBI_NO_JPEG) && defined(STBI_SSE2)
-static int stbi__sse2_available(void)
-{
-   // If we're even attempting to compile this on GCC/Clang, that means
-   // -msse2 is on, which means the compiler is allowed to use SSE2
-   // instructions at will, and so are we.
-   return 1;
-}
-#endif
-
-#endif
-#endif
-
-// ARM NEON
-#if defined(STBI_NO_SIMD) && defined(STBI_NEON)
-#undef STBI_NEON
-#endif
-
-#ifdef STBI_NEON
-#include <arm_neon.h>
-// assume GCC or Clang on ARM targets
-#define STBI_SIMD_ALIGN(type, name) type name __attribute__((aligned(16)))
-#endif
-
-#ifndef STBI_SIMD_ALIGN
-#define STBI_SIMD_ALIGN(type, name) type name
-#endif
-
-///////////////////////////////////////////////
-//
-//  stbi__context struct and start_xxx functions
-
-// stbi__context structure is our basic context used by all images, so it
-// contains all the IO context, plus some basic image information
-typedef struct
-{
-   stbi__uint32 img_x, img_y;
-   int img_n, img_out_n;
-
-   stbi_io_callbacks io;
-   void *io_user_data;
-
-   int read_from_callbacks;
-   int buflen;
-   stbi_uc buffer_start[128];
-
-   stbi_uc *img_buffer, *img_buffer_end;
-   stbi_uc *img_buffer_original, *img_buffer_original_end;
-} stbi__context;
-
-
-static void stbi__refill_buffer(stbi__context *s);
-
-// initialize a memory-decode context
-static void stbi__start_mem(stbi__context *s, stbi_uc const *buffer, int len)
-{
-   s->io.read = NULL;
-   s->read_from_callbacks = 0;
-   s->img_buffer = s->img_buffer_original = (stbi_uc *) buffer;
-   s->img_buffer_end = s->img_buffer_original_end = (stbi_uc *) buffer+len;
-}
-
-// initialize a callback-based context
-static void stbi__start_callbacks(stbi__context *s, stbi_io_callbacks *c, void *user)
-{
-   s->io = *c;
-   s->io_user_data = user;
-   s->buflen = sizeof(s->buffer_start);
-   s->read_from_callbacks = 1;
-   s->img_buffer_original = s->buffer_start;
-   stbi__refill_buffer(s);
-   s->img_buffer_original_end = s->img_buffer_end;
-}
-
-#ifndef STBI_NO_STDIO
-
-static int stbi__stdio_read(void *user, char *data, int size)
-{
-   return (int) fread(data,1,size,(FILE*) user);
-}
-
-static void stbi__stdio_skip(void *user, int n)
-{
-   fseek((FILE*) user, n, SEEK_CUR);
-}
-
-static int stbi__stdio_eof(void *user)
-{
-   return feof((FILE*) user);
-}
-
-static stbi_io_callbacks stbi__stdio_callbacks =
-{
-   stbi__stdio_read,
-   stbi__stdio_skip,
-   stbi__stdio_eof,
-};
-
-static void stbi__start_file(stbi__context *s, FILE *f)
-{
-   stbi__start_callbacks(s, &stbi__stdio_callbacks, (void *) f);
-}
-
-//static void stop_file(stbi__context *s) { }
-
-#endif // !STBI_NO_STDIO
-
-static void stbi__rewind(stbi__context *s)
-{
-   // conceptually rewind SHOULD rewind to the beginning of the stream,
-   // but we just rewind to the beginning of the initial buffer, because
-   // we only use it after doing 'test', which only ever looks at at most 92 bytes
-   s->img_buffer = s->img_buffer_original;
-   s->img_buffer_end = s->img_buffer_original_end;
-}
-
-enum
-{
-   STBI_ORDER_RGB,
-   STBI_ORDER_BGR
-};
-
-typedef struct
-{
-   int bits_per_channel;
-   int num_channels;
-   int channel_order;
-} stbi__result_info;
-
-#ifndef STBI_NO_JPEG
-static int      stbi__jpeg_test(stbi__context *s);
-static void    *stbi__jpeg_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static int      stbi__jpeg_info(stbi__context *s, int *x, int *y, int *comp);
-#endif
-
-#ifndef STBI_NO_PNG
-static int      stbi__png_test(stbi__context *s);
-static void    *stbi__png_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static int      stbi__png_info(stbi__context *s, int *x, int *y, int *comp);
-static int      stbi__png_is16(stbi__context *s);
-#endif
-
-#ifndef STBI_NO_BMP
-static int      stbi__bmp_test(stbi__context *s);
-static void    *stbi__bmp_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static int      stbi__bmp_info(stbi__context *s, int *x, int *y, int *comp);
-#endif
-
-#ifndef STBI_NO_TGA
-static int      stbi__tga_test(stbi__context *s);
-static void    *stbi__tga_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static int      stbi__tga_info(stbi__context *s, int *x, int *y, int *comp);
-#endif
-
-#ifndef STBI_NO_PSD
-static int      stbi__psd_test(stbi__context *s);
-static void    *stbi__psd_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri, int bpc);
-static int      stbi__psd_info(stbi__context *s, int *x, int *y, int *comp);
-static int      stbi__psd_is16(stbi__context *s);
-#endif
-
-#ifndef STBI_NO_HDR
-static int      stbi__hdr_test(stbi__context *s);
-static float   *stbi__hdr_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static int      stbi__hdr_info(stbi__context *s, int *x, int *y, int *comp);
-#endif
-
-#ifndef STBI_NO_PIC
-static int      stbi__pic_test(stbi__context *s);
-static void    *stbi__pic_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static int      stbi__pic_info(stbi__context *s, int *x, int *y, int *comp);
-#endif
-
-#ifndef STBI_NO_GIF
-static int      stbi__gif_test(stbi__context *s);
-static void    *stbi__gif_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static void    *stbi__load_gif_main(stbi__context *s, int **delays, int *x, int *y, int *z, int *comp, int req_comp);
-static int      stbi__gif_info(stbi__context *s, int *x, int *y, int *comp);
-#endif
-
-#ifndef STBI_NO_PNM
-static int      stbi__pnm_test(stbi__context *s);
-static void    *stbi__pnm_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri);
-static int      stbi__pnm_info(stbi__context *s, int *x, int *y, int *comp);
-#endif
-
-static
-#ifdef STBI_THREAD_LOCAL
-STBI_THREAD_LOCAL
-#endif
-const char *stbi__g_failure_reason;
-
-STBIDEF const char *stbi_failure_reason(void)
-{
-   return stbi__g_failure_reason;
-}
-
-#ifndef STBI_NO_FAILURE_STRINGS
-static int stbi__err(const char *str)
-{
-   stbi__g_failure_reason = str;
-   return 0;
-}
-#endif
-
-static void *stbi__malloc(size_t size)
-{
-    return STBI_MALLOC(size);
-}
-
-// stb_image uses ints pervasively, including for offset calculations.
-// therefore the largest decoded image size we can support with the
-// current code, even on 64-bit targets, is INT_MAX. this is not a
-// significant limitation for the intended use case.
-//
-// we do, however, need to make sure our size calculations don't
-// overflow. hence a few helper functions for size calculations that
-// multiply integers together, making sure that they're non-negative
-// and no overflow occurs.
-
-// return 1 if the sum is valid, 0 on overflow.
-// negative terms are considered invalid.
-static int stbi__addsizes_valid(int a, int b)
-{
-   if (b < 0) return 0;
-   // now 0 <= b <= INT_MAX, hence also
-   // 0 <= INT_MAX - b <= INTMAX.
-   // And "a + b <= INT_MAX" (which might overflow) is the
-   // same as a <= INT_MAX - b (no overflow)
-   return a <= INT_MAX - b;
-}
-
-// returns 1 if the product is valid, 0 on overflow.
-// negative factors are considered invalid.
-static int stbi__mul2sizes_valid(int a, int b)
-{
-   if (a < 0 || b < 0) return 0;
-   if (b == 0) return 1; // mul-by-0 is always safe
-   // portable way to check for no overflows in a*b
-   return a <= INT_MAX/b;
-}
-
-#if !defined(STBI_NO_JPEG) || !defined(STBI_NO_PNG) || !defined(STBI_NO_TGA) || !defined(STBI_NO_HDR)
-// returns 1 if "a*b + add" has no negative terms/factors and doesn't overflow
-static int stbi__mad2sizes_valid(int a, int b, int add)
-{
-   return stbi__mul2sizes_valid(a, b) && stbi__addsizes_valid(a*b, add);
-}
-#endif
-
-// returns 1 if "a*b*c + add" has no negative terms/factors and doesn't overflow
-static int stbi__mad3sizes_valid(int a, int b, int c, int add)
-{
-   return stbi__mul2sizes_valid(a, b) && stbi__mul2sizes_valid(a*b, c) &&
-      stbi__addsizes_valid(a*b*c, add);
-}
-
-// returns 1 if "a*b*c*d + add" has no negative terms/factors and doesn't overflow
-#if !defined(STBI_NO_LINEAR) || !defined(STBI_NO_HDR)
-static int stbi__mad4sizes_valid(int a, int b, int c, int d, int add)
-{
-   return stbi__mul2sizes_valid(a, b) && stbi__mul2sizes_valid(a*b, c) &&
-      stbi__mul2sizes_valid(a*b*c, d) && stbi__addsizes_valid(a*b*c*d, add);
-}
-#endif
-
-#if !defined(STBI_NO_JPEG) || !defined(STBI_NO_PNG) || !defined(STBI_NO_TGA) || !defined(STBI_NO_HDR)
-// mallocs with size overflow checking
-static void *stbi__malloc_mad2(int a, int b, int add)
-{
-   if (!stbi__mad2sizes_valid(a, b, add)) return NULL;
-   return stbi__malloc(a*b + add);
-}
-#endif
-
-static void *stbi__malloc_mad3(int a, int b, int c, int add)
-{
-   if (!stbi__mad3sizes_valid(a, b, c, add)) return NULL;
-   return stbi__malloc(a*b*c + add);
-}
-
-#if !defined(STBI_NO_LINEAR) || !defined(STBI_NO_HDR)
-static void *stbi__malloc_mad4(int a, int b, int c, int d, int add)
-{
-   if (!stbi__mad4sizes_valid(a, b, c, d, add)) return NULL;
-   return stbi__malloc(a*b*c*d + add);
-}
-#endif
-
-// stbi__err - error
-// stbi__errpf - error returning pointer to float
-// stbi__errpuc - error returning pointer to unsigned char
-
-#ifdef STBI_NO_FAILURE_STRINGS
-   #define stbi__err(x,y)  0
-#elif defined(STBI_FAILURE_USERMSG)
-   #define stbi__err(x,y)  stbi__err(y)
-#else
-   #define stbi__err(x,y)  stbi__err(x)
-#endif
-
-#define stbi__errpf(x,y)   ((float *)(size_t) (stbi__err(x,y)?NULL:NULL))
-#define stbi__errpuc(x,y)  ((unsigned char *)(size_t) (stbi__err(x,y)?NULL:NULL))
-
-STBIDEF void stbi_image_free(void *retval_from_stbi_load)
-{
-   STBI_FREE(retval_from_stbi_load);
-}
-
-#ifndef STBI_NO_LINEAR
-static float   *stbi__ldr_to_hdr(stbi_uc *data, int x, int y, int comp);
-#endif
-
-#ifndef STBI_NO_HDR
-static stbi_uc *stbi__hdr_to_ldr(float   *data, int x, int y, int comp);
-#endif
-
-static int stbi__vertically_flip_on_load_global = 0;
-
-STBIDEF void stbi_set_flip_vertically_on_load(int flag_true_if_should_flip)
-{
-   stbi__vertically_flip_on_load_global = flag_true_if_should_flip;
-}
-
-#ifndef STBI_THREAD_LOCAL
-#define stbi__vertically_flip_on_load  stbi__vertically_flip_on_load_global
-#else
-static STBI_THREAD_LOCAL int stbi__vertically_flip_on_load_local, stbi__vertically_flip_on_load_set;
-
-STBIDEF void stbi_set_flip_vertically_on_load_thread(int flag_true_if_should_flip)
-{
-   stbi__vertically_flip_on_load_local = flag_true_if_should_flip;
-   stbi__vertically_flip_on_load_set = 1;
-}
-
-#define stbi__vertically_flip_on_load  (stbi__vertically_flip_on_load_set       \
-                                         ? stbi__vertically_flip_on_load_local  \
-                                         : stbi__vertically_flip_on_load_global)
-#endif // STBI_THREAD_LOCAL
-
-static void *stbi__load_main(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri, int bpc)
-{
-   memset(ri, 0, sizeof(*ri)); // make sure it's initialized if we add new fields
-   ri->bits_per_channel = 8; // default is 8 so most paths don't have to be changed
-   ri->channel_order = STBI_ORDER_RGB; // all current input & output are this, but this is here so we can add BGR order
-   ri->num_channels = 0;
-
-   #ifndef STBI_NO_JPEG
-   if (stbi__jpeg_test(s)) return stbi__jpeg_load(s,x,y,comp,req_comp, ri);
-   #endif
-   #ifndef STBI_NO_PNG
-   if (stbi__png_test(s))  return stbi__png_load(s,x,y,comp,req_comp, ri);
-   #endif
-   #ifndef STBI_NO_BMP
-   if (stbi__bmp_test(s))  return stbi__bmp_load(s,x,y,comp,req_comp, ri);
-   #endif
-   #ifndef STBI_NO_GIF
-   if (stbi__gif_test(s))  return stbi__gif_load(s,x,y,comp,req_comp, ri);
-   #endif
-   #ifndef STBI_NO_PSD
-   if (stbi__psd_test(s))  return stbi__psd_load(s,x,y,comp,req_comp, ri, bpc);
-   #else
-   STBI_NOTUSED(bpc);
-   #endif
-   #ifndef STBI_NO_PIC
-   if (stbi__pic_test(s))  return stbi__pic_load(s,x,y,comp,req_comp, ri);
-   #endif
-   #ifndef STBI_NO_PNM
-   if (stbi__pnm_test(s))  return stbi__pnm_load(s,x,y,comp,req_comp, ri);
-   #endif
-
-   #ifndef STBI_NO_HDR
-   if (stbi__hdr_test(s)) {
-      float *hdr = stbi__hdr_load(s, x,y,comp,req_comp, ri);
-      return stbi__hdr_to_ldr(hdr, *x, *y, req_comp ? req_comp : *comp);
-   }
-   #endif
-
-   #ifndef STBI_NO_TGA
-   // test tga last because it's a crappy test!
-   if (stbi__tga_test(s))
-      return stbi__tga_load(s,x,y,comp,req_comp, ri);
-   #endif
-
-   return stbi__errpuc("unknown image type", "Image not of any known type, or corrupt");
-}
-
-static stbi_uc *stbi__convert_16_to_8(stbi__uint16 *orig, int w, int h, int channels)
-{
-   int i;
-   int img_len = w * h * channels;
-   stbi_uc *reduced;
-
-   reduced = (stbi_uc *) stbi__malloc(img_len);
-   if (reduced == NULL) return stbi__errpuc("outofmem", "Out of memory");
-
-   for (i = 0; i < img_len; ++i)
-      reduced[i] = (stbi_uc)((orig[i] >> 8) & 0xFF); // top half of each byte is sufficient approx of 16->8 bit scaling
-
-   STBI_FREE(orig);
-   return reduced;
-}
-
-static stbi__uint16 *stbi__convert_8_to_16(stbi_uc *orig, int w, int h, int channels)
-{
-   int i;
-   int img_len = w * h * channels;
-   stbi__uint16 *enlarged;
-
-   enlarged = (stbi__uint16 *) stbi__malloc(img_len*2);
-   if (enlarged == NULL) return (stbi__uint16 *) stbi__errpuc("outofmem", "Out of memory");
-
-   for (i = 0; i < img_len; ++i)
-      enlarged[i] = (stbi__uint16)((orig[i] << 8) + orig[i]); // replicate to high and low byte, maps 0->0, 255->0xffff
-
-   STBI_FREE(orig);
-   return enlarged;
-}
-
-static void stbi__vertical_flip(void *image, int w, int h, int bytes_per_pixel)
-{
-   int row;
-   size_t bytes_per_row = (size_t)w * bytes_per_pixel;
-   stbi_uc temp[2048];
-   stbi_uc *bytes = (stbi_uc *)image;
-
-   for (row = 0; row < (h>>1); row++) {
-      stbi_uc *row0 = bytes + row*bytes_per_row;
-      stbi_uc *row1 = bytes + (h - row - 1)*bytes_per_row;
-      // swap row0 with row1
-      size_t bytes_left = bytes_per_row;
-      while (bytes_left) {
-         size_t bytes_copy = (bytes_left < sizeof(temp)) ? bytes_left : sizeof(temp);
-         memcpy(temp, row0, bytes_copy);
-         memcpy(row0, row1, bytes_copy);
-         memcpy(row1, temp, bytes_copy);
-         row0 += bytes_copy;
-         row1 += bytes_copy;
-         bytes_left -= bytes_copy;
-      }
-   }
-}
-
-#ifndef STBI_NO_GIF
-static void stbi__vertical_flip_slices(void *image, int w, int h, int z, int bytes_per_pixel)
-{
-   int slice;
-   int slice_size = w * h * bytes_per_pixel;
-
-   stbi_uc *bytes = (stbi_uc *)image;
-   for (slice = 0; slice < z; ++slice) {
-      stbi__vertical_flip(bytes, w, h, bytes_per_pixel);
-      bytes += slice_size;
-   }
-}
-#endif
-
-static unsigned char *stbi__load_and_postprocess_8bit(stbi__context *s, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__result_info ri;
-   void *result = stbi__load_main(s, x, y, comp, req_comp, &ri, 8);
-
-   if (result == NULL)
-      return NULL;
-
-   if (ri.bits_per_channel != 8) {
-      STBI_ASSERT(ri.bits_per_channel == 16);
-      result = stbi__convert_16_to_8((stbi__uint16 *) result, *x, *y, req_comp == 0 ? *comp : req_comp);
-      ri.bits_per_channel = 8;
-   }
-
-   // @TODO: move stbi__convert_format to here
-
-   if (stbi__vertically_flip_on_load) {
-      int channels = req_comp ? req_comp : *comp;
-      stbi__vertical_flip(result, *x, *y, channels * sizeof(stbi_uc));
-   }
-
-   return (unsigned char *) result;
-}
-
-static stbi__uint16 *stbi__load_and_postprocess_16bit(stbi__context *s, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__result_info ri;
-   void *result = stbi__load_main(s, x, y, comp, req_comp, &ri, 16);
-
-   if (result == NULL)
-      return NULL;
-
-   if (ri.bits_per_channel != 16) {
-      STBI_ASSERT(ri.bits_per_channel == 8);
-      result = stbi__convert_8_to_16((stbi_uc *) result, *x, *y, req_comp == 0 ? *comp : req_comp);
-      ri.bits_per_channel = 16;
-   }
-
-   // @TODO: move stbi__convert_format16 to here
-   // @TODO: special case RGB-to-Y (and RGBA-to-YA) for 8-bit-to-16-bit case to keep more precision
-
-   if (stbi__vertically_flip_on_load) {
-      int channels = req_comp ? req_comp : *comp;
-      stbi__vertical_flip(result, *x, *y, channels * sizeof(stbi__uint16));
-   }
-
-   return (stbi__uint16 *) result;
-}
-
-#if !defined(STBI_NO_HDR) && !defined(STBI_NO_LINEAR)
-static void stbi__float_postprocess(float *result, int *x, int *y, int *comp, int req_comp)
-{
-   if (stbi__vertically_flip_on_load && result != NULL) {
-      int channels = req_comp ? req_comp : *comp;
-      stbi__vertical_flip(result, *x, *y, channels * sizeof(float));
-   }
-}
-#endif
-
-#ifndef STBI_NO_STDIO
-
-#if defined(_MSC_VER) && defined(STBI_WINDOWS_UTF8)
-STBI_EXTERN __declspec(dllimport) int __stdcall MultiByteToWideChar(unsigned int cp, unsigned long flags, const char *str, int cbmb, wchar_t *widestr, int cchwide);
-STBI_EXTERN __declspec(dllimport) int __stdcall WideCharToMultiByte(unsigned int cp, unsigned long flags, const wchar_t *widestr, int cchwide, char *str, int cbmb, const char *defchar, int *used_default);
-#endif
-
-#if defined(_MSC_VER) && defined(STBI_WINDOWS_UTF8)
-STBIDEF int stbi_convert_wchar_to_utf8(char *buffer, size_t bufferlen, const wchar_t* input)
-{
-	return WideCharToMultiByte(65001 /* UTF8 */, 0, input, -1, buffer, (int) bufferlen, NULL, NULL);
-}
-#endif
-
-static FILE *stbi__fopen(char const *filename, char const *mode)
-{
-   FILE *f;
-#if defined(_MSC_VER) && defined(STBI_WINDOWS_UTF8)
-   wchar_t wMode[64];
-   wchar_t wFilename[1024];
-	if (0 == MultiByteToWideChar(65001 /* UTF8 */, 0, filename, -1, wFilename, sizeof(wFilename)))
-      return 0;
-
-	if (0 == MultiByteToWideChar(65001 /* UTF8 */, 0, mode, -1, wMode, sizeof(wMode)))
-      return 0;
-
-#if _MSC_VER >= 1400
-	if (0 != _wfopen_s(&f, wFilename, wMode))
-		f = 0;
-#else
-   f = _wfopen(wFilename, wMode);
-#endif
-
-#elif defined(_MSC_VER) && _MSC_VER >= 1400
-   if (0 != fopen_s(&f, filename, mode))
-      f=0;
-#else
-   f = fopen(filename, mode);
-#endif
-   return f;
-}
-
-
-STBIDEF stbi_uc *stbi_load(char const *filename, int *x, int *y, int *comp, int req_comp)
-{
-   FILE *f = stbi__fopen(filename, "rb");
-   unsigned char *result;
-   if (!f) return stbi__errpuc("can't fopen", "Unable to open file");
-   result = stbi_load_from_file(f,x,y,comp,req_comp);
-   fclose(f);
-   return result;
-}
-
-STBIDEF stbi_uc *stbi_load_from_file(FILE *f, int *x, int *y, int *comp, int req_comp)
-{
-   unsigned char *result;
-   stbi__context s;
-   stbi__start_file(&s,f);
-   result = stbi__load_and_postprocess_8bit(&s,x,y,comp,req_comp);
-   if (result) {
-      // need to 'unget' all the characters in the IO buffer
-      fseek(f, - (int) (s.img_buffer_end - s.img_buffer), SEEK_CUR);
-   }
-   return result;
-}
-
-STBIDEF stbi__uint16 *stbi_load_from_file_16(FILE *f, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__uint16 *result;
-   stbi__context s;
-   stbi__start_file(&s,f);
-   result = stbi__load_and_postprocess_16bit(&s,x,y,comp,req_comp);
-   if (result) {
-      // need to 'unget' all the characters in the IO buffer
-      fseek(f, - (int) (s.img_buffer_end - s.img_buffer), SEEK_CUR);
-   }
-   return result;
-}
-
-STBIDEF stbi_us *stbi_load_16(char const *filename, int *x, int *y, int *comp, int req_comp)
-{
-   FILE *f = stbi__fopen(filename, "rb");
-   stbi__uint16 *result;
-   if (!f) return (stbi_us *) stbi__errpuc("can't fopen", "Unable to open file");
-   result = stbi_load_from_file_16(f,x,y,comp,req_comp);
-   fclose(f);
-   return result;
-}
-
-
-#endif //!STBI_NO_STDIO
-
-STBIDEF stbi_us *stbi_load_16_from_memory(stbi_uc const *buffer, int len, int *x, int *y, int *channels_in_file, int desired_channels)
-{
-   stbi__context s;
-   stbi__start_mem(&s,buffer,len);
-   return stbi__load_and_postprocess_16bit(&s,x,y,channels_in_file,desired_channels);
-}
-
-STBIDEF stbi_us *stbi_load_16_from_callbacks(stbi_io_callbacks const *clbk, void *user, int *x, int *y, int *channels_in_file, int desired_channels)
-{
-   stbi__context s;
-   stbi__start_callbacks(&s, (stbi_io_callbacks *)clbk, user);
-   return stbi__load_and_postprocess_16bit(&s,x,y,channels_in_file,desired_channels);
-}
-
-STBIDEF stbi_uc *stbi_load_from_memory(stbi_uc const *buffer, int len, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__context s;
-   stbi__start_mem(&s,buffer,len);
-   return stbi__load_and_postprocess_8bit(&s,x,y,comp,req_comp);
-}
-
-STBIDEF stbi_uc *stbi_load_from_callbacks(stbi_io_callbacks const *clbk, void *user, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__context s;
-   stbi__start_callbacks(&s, (stbi_io_callbacks *) clbk, user);
-   return stbi__load_and_postprocess_8bit(&s,x,y,comp,req_comp);
-}
-
-#ifndef STBI_NO_GIF
-STBIDEF stbi_uc *stbi_load_gif_from_memory(stbi_uc const *buffer, int len, int **delays, int *x, int *y, int *z, int *comp, int req_comp)
-{
-   unsigned char *result;
-   stbi__context s;
-   stbi__start_mem(&s,buffer,len);
-
-   result = (unsigned char*) stbi__load_gif_main(&s, delays, x, y, z, comp, req_comp);
-   if (stbi__vertically_flip_on_load) {
-      stbi__vertical_flip_slices( result, *x, *y, *z, *comp );
-   }
-
-   return result;
-}
-#endif
-
-#ifndef STBI_NO_LINEAR
-static float *stbi__loadf_main(stbi__context *s, int *x, int *y, int *comp, int req_comp)
-{
-   unsigned char *data;
-   #ifndef STBI_NO_HDR
-   if (stbi__hdr_test(s)) {
-      stbi__result_info ri;
-      float *hdr_data = stbi__hdr_load(s,x,y,comp,req_comp, &ri);
-      if (hdr_data)
-         stbi__float_postprocess(hdr_data,x,y,comp,req_comp);
-      return hdr_data;
-   }
-   #endif
-   data = stbi__load_and_postprocess_8bit(s, x, y, comp, req_comp);
-   if (data)
-      return stbi__ldr_to_hdr(data, *x, *y, req_comp ? req_comp : *comp);
-   return stbi__errpf("unknown image type", "Image not of any known type, or corrupt");
-}
-
-STBIDEF float *stbi_loadf_from_memory(stbi_uc const *buffer, int len, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__context s;
-   stbi__start_mem(&s,buffer,len);
-   return stbi__loadf_main(&s,x,y,comp,req_comp);
-}
-
-STBIDEF float *stbi_loadf_from_callbacks(stbi_io_callbacks const *clbk, void *user, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__context s;
-   stbi__start_callbacks(&s, (stbi_io_callbacks *) clbk, user);
-   return stbi__loadf_main(&s,x,y,comp,req_comp);
-}
-
-#ifndef STBI_NO_STDIO
-STBIDEF float *stbi_loadf(char const *filename, int *x, int *y, int *comp, int req_comp)
-{
-   float *result;
-   FILE *f = stbi__fopen(filename, "rb");
-   if (!f) return stbi__errpf("can't fopen", "Unable to open file");
-   result = stbi_loadf_from_file(f,x,y,comp,req_comp);
-   fclose(f);
-   return result;
-}
-
-STBIDEF float *stbi_loadf_from_file(FILE *f, int *x, int *y, int *comp, int req_comp)
-{
-   stbi__context s;
-   stbi__start_file(&s,f);
-   return stbi__loadf_main(&s,x,y,comp,req_comp);
-}
-#endif // !STBI_NO_STDIO
-
-#endif // !STBI_NO_LINEAR
-
-// these is-hdr-or-not is defined independent of whether STBI_NO_LINEAR is
-// defined, for API simplicity; if STBI_NO_LINEAR is defined, it always
-// reports false!
-
-STBIDEF int stbi_is_hdr_from_memory(stbi_uc const *buffer, int len)
-{
-   #ifndef STBI_NO_HDR
-   stbi__context s;
-   stbi__start_mem(&s,buffer,len);
-   return stbi__hdr_test(&s);
-   #else
-   STBI_NOTUSED(buffer);
-   STBI_NOTUSED(len);
-   return 0;
-   #endif
-}
-
-#ifndef STBI_NO_STDIO
-STBIDEF int      stbi_is_hdr          (char const *filename)
-{
-   FILE *f = stbi__fopen(filename, "rb");
-   int result=0;
-   if (f) {
-      result = stbi_is_hdr_from_file(f);
-      fclose(f);
-   }
-   return result;
-}
-
-STBIDEF int stbi_is_hdr_from_file(FILE *f)
-{
-   #ifndef STBI_NO_HDR
-   long pos = ftell(f);
-   int res;
-   stbi__context s;
-   stbi__start_file(&s,f);
-   res = stbi__hdr_test(&s);
-   fseek(f, pos, SEEK_SET);
-   return res;
-   #else
-   STBI_NOTUSED(f);
-   return 0;
-   #endif
-}
-#endif // !STBI_NO_STDIO
-
-STBIDEF int      stbi_is_hdr_from_callbacks(stbi_io_callbacks const *clbk, void *user)
-{
-   #ifndef STBI_NO_HDR
-   stbi__context s;
-   stbi__start_callbacks(&s, (stbi_io_callbacks *) clbk, user);
-   return stbi__hdr_test(&s);
-   #else
-   STBI_NOTUSED(clbk);
-   STBI_NOTUSED(user);
-   return 0;
-   #endif
-}
-
-#ifndef STBI_NO_LINEAR
-static float stbi__l2h_gamma=2.2f, stbi__l2h_scale=1.0f;
-
-STBIDEF void   stbi_ldr_to_hdr_gamma(float gamma) { stbi__l2h_gamma = gamma; }
-STBIDEF void   stbi_ldr_to_hdr_scale(float scale) { stbi__l2h_scale = scale; }
-#endif
-
-static float stbi__h2l_gamma_i=1.0f/2.2f, stbi__h2l_scale_i=1.0f;
-
-STBIDEF void   stbi_hdr_to_ldr_gamma(float gamma) { stbi__h2l_gamma_i = 1/gamma; }
-STBIDEF void   stbi_hdr_to_ldr_scale(float scale) { stbi__h2l_scale_i = 1/scale; }
-
-
-//////////////////////////////////////////////////////////////////////////////
-//
-// Common code used by all image loaders
-//
-
-enum
-{
-   STBI__SCAN_load=0,
-   STBI__SCAN_type,
-   STBI__SCAN_header
-};
-
-static void stbi__refill_buffer(stbi__context *s)
-{
-   int n = (s->io.read)(s->io_user_data,(char*)s->buffer_start,s->buflen);
-   if (n == 0) {
-      // at end of file, treat same as if from memory, but need to handle case
-      // where s->img_buffer isn't pointing to safe memory, e.g. 0-byte file
-      s->read_from_callbacks = 0;
-      s->img_buffer = s->buffer_start;
-      s->img_buffer_end = s->buffer_start+1;
-      *s->img_buffer = 0;
-   } else {
-      s->img_buffer = s->buffer_start;
-      s->img_buffer_end = s->buffer_start + n;
-   }
-}
-
-stbi_inline static stbi_uc stbi__get8(stbi__context *s)
-{
-   if (s->img_buffer < s->img_buffer_end)
-      return *s->img_buffer++;
-   if (s->read_from_callbacks) {
-      stbi__refill_buffer(s);
-      return *s->img_buffer++;
-   }
-   return 0;
-}
-
-#if defined(STBI_NO_JPEG) && defined(STBI_NO_HDR) && defined(STBI_NO_PIC) && defined(STBI_NO_PNM)
-// nothing
-#else
-stbi_inline static int stbi__at_eof(stbi__context *s)
-{
-   if (s->io.read) {
-      if (!(s->io.eof)(s->io_user_data)) return 0;
-      // if feof() is true, check if buffer = end
-      // special case: we've only got the special 0 character at the end
-      if (s->read_from_callbacks == 0) return 1;
-   }
-
-   return s->img_buffer >= s->img_buffer_end;
-}
-#endif
-
-#if defined(STBI_NO_JPEG) && defined(STBI_NO_PNG) && defined(STBI_NO_BMP) && defined(STBI_NO_PSD) && defined(STBI_NO_TGA) && defined(STBI_NO_GIF) && defined(STBI_NO_PIC)
-// nothing
-#else
-static void stbi__skip(stbi__context *s, int n)
-{
-   if (n < 0) {
-      s->img_buffer = s->img_buffer_end;
-      return;
-   }
-   if (s->io.read) {
-      int blen = (int) (s->img_buffer_end - s->img_buffer);
-      if (blen < n) {
-         s->img_buffer = s->img_buffer_end;
-         (s->io.skip)(s->io_user_data, n - blen);
-         return;
-      }
-   }
-   s->img_buffer += n;
-}
-#endif
-
-#if defined(STBI_NO_PNG) && defined(STBI_NO_TGA) && defined(STBI_NO_HDR) && defined(STBI_NO_PNM)
-// nothing
-#else
-static int stbi__getn(stbi__context *s, stbi_uc *buffer, int n)
-{
-   if (s->io.read) {
-      int blen = (int) (s->img_buffer_end - s->img_buffer);
-      if (blen < n) {
-         int res, count;
-
-         memcpy(buffer, s->img_buffer, blen);
-
-         count = (s->io.read)(s->io_user_data, (char*) buffer + blen, n - blen);
-         res = (count == (n-blen));
-         s->img_buffer = s->img_buffer_end;
-         return res;
-      }
-   }
-
-   if (s->img_buffer+n <= s->img_buffer_end) {
-      memcpy(buffer, s->img_buffer, n);
-      s->img_buffer += n;
-      return 1;
-   } else
-      return 0;
-}
-#endif
-
-#if defined(STBI_NO_JPEG) && defined(STBI_NO_PNG) && defined(STBI_NO_PSD) && defined(STBI_NO_PIC)
-// nothing
-#else
-static int stbi__get16be(stbi__context *s)
-{
-   int z = stbi__get8(s);
-   return (z << 8) + stbi__get8(s);
-}
-#endif
-
-#if defined(STBI_NO_PNG) && defined(STBI_NO_PSD) && defined(STBI_NO_PIC)
-// nothing
-#else
-static stbi__uint32 stbi__get32be(stbi__context *s)
-{
-   stbi__uint32 z = stbi__get16be(s);
-   return (z << 16) + stbi__get16be(s);
-}
-#endif
-
-#if defined(STBI_NO_BMP) && defined(STBI_NO_TGA) && defined(STBI_NO_GIF)
-// nothing
-#else
-static int stbi__get16le(stbi__context *s)
-{
-   int z = stbi__get8(s);
-   return z + (stbi__get8(s) << 8);
-}
-#endif
-
-#ifndef STBI_NO_BMP
-static stbi__uint32 stbi__get32le(stbi__context *s)
-{
-   stbi__uint32 z = stbi__get16le(s);
-   return z + (stbi__get16le(s) << 16);
-}
-#endif
-
-#define STBI__BYTECAST(x)  ((stbi_uc) ((x) & 255))  // truncate int to byte without warnings
-
-#if defined(STBI_NO_JPEG) && defined(STBI_NO_PNG) && defined(STBI_NO_BMP) && defined(STBI_NO_PSD) && defined(STBI_NO_TGA) && defined(STBI_NO_GIF) && defined(STBI_NO_PIC) && defined(STBI_NO_PNM)
-// nothing
-#else
-//////////////////////////////////////////////////////////////////////////////
-//
-//  generic converter from built-in img_n to req_comp
-//    individual types do this automatically as much as possible (e.g. jpeg
-//    does all cases internally since it needs to colorspace convert anyway,
-//    and it never has alpha, so very few cases ). png can automatically
-//    interleave an alpha=255 channel, but falls back to this for other cases
-//
-//  assume data buffer is malloced, so malloc a new one and free that one
-//  only failure mode is malloc failing
-
-static stbi_uc stbi__compute_y(int r, int g, int b)
-{
-   return (stbi_uc) (((r*77) + (g*150) +  (29*b)) >> 8);
-}
-#endif
-
-#if defined(STBI_NO_PNG) && defined(STBI_NO_BMP) && defined(STBI_NO_PSD) && defined(STBI_NO_TGA) && defined(STBI_NO_GIF) && defined(STBI_NO_PIC) && defined(STBI_NO_PNM)
-// nothing
-#else
-static unsigned char *stbi__convert_format(unsigned char *data, int img_n, int req_comp, unsigned int x, unsigned int y)
-{
-   int i,j;
-   unsigned char *good;
-
-   if (req_comp == img_n) return data;
-   STBI_ASSERT(req_comp >= 1 && req_comp <= 4);
-
-   good = (unsigned char *) stbi__malloc_mad3(req_comp, x, y, 0);
-   if (good == NULL) {
-      STBI_FREE(data);
-      return stbi__errpuc("outofmem", "Out of memory");
-   }
-
-   for (j=0; j < (int) y; ++j) {
-      unsigned char *src  = data + j * x * img_n   ;
-      unsigned char *dest = good + j * x * req_comp;
-
-      #define STBI__COMBO(a,b)  ((a)*8+(b))
-      #define STBI__CASE(a,b)   case STBI__COMBO(a,b): for(i=x-1; i >= 0; --i, src += a, dest += b)
-      // convert source image with img_n components to one with req_comp components;
-      // avoid switch per pixel, so use switch per scanline and massive macros
-      switch (STBI__COMBO(img_n, req_comp)) {
-         STBI__CASE(1,2) { dest[0]=src[0]; dest[1]=255;                                     } break;
-         STBI__CASE(1,3) { dest[0]=dest[1]=dest[2]=src[0];                                  } break;
-         STBI__CASE(1,4) { dest[0]=dest[1]=dest[2]=src[0]; dest[3]=255;                     } break;
-         STBI__CASE(2,1) { dest[0]=src[0];                                                  } break;
-         STBI__CASE(2,3) { dest[0]=dest[1]=dest[2]=src[0];                                  } break;
-         STBI__CASE(2,4) { dest[0]=dest[1]=dest[2]=src[0]; dest[3]=src[1];                  } break;
-         STBI__CASE(3,4) { dest[0]=src[0];dest[1]=src[1];dest[2]=src[2];dest[3]=255;        } break;
-         STBI__CASE(3,1) { dest[0]=stbi__compute_y(src[0],src[1],src[2]);                   } break;
-         STBI__CASE(3,2) { dest[0]=stbi__compute_y(src[0],src[1],src[2]); dest[1] = 255;    } break;
-         STBI__CASE(4,1) { dest[0]=stbi__compute_y(src[0],src[1],src[2]);                   } break;
-         STBI__CASE(4,2) { dest[0]=stbi__compute_y(src[0],src[1],src[2]); dest[1] = src[3]; } break;
-         STBI__CASE(4,3) { dest[0]=src[0];dest[1]=src[1];dest[2]=src[2];                    } break;
-         default: STBI_ASSERT(0);
-      }
-      #undef STBI__CASE
-   }
-
-   STBI_FREE(data);
-   return good;
-}
-#endif
-
-#if defined(STBI_NO_PNG) && defined(STBI_NO_PSD)
-// nothing
-#else
-static stbi__uint16 stbi__compute_y_16(int r, int g, int b)
-{
-   return (stbi__uint16) (((r*77) + (g*150) +  (29*b)) >> 8);
-}
-#endif
-
-#if defined(STBI_NO_PNG) && defined(STBI_NO_PSD)
-// nothing
-#else
-static stbi__uint16 *stbi__convert_format16(stbi__uint16 *data, int img_n, int req_comp, unsigned int x, unsigned int y)
-{
-   int i,j;
-   stbi__uint16 *good;
-
-   if (req_comp == img_n) return data;
-   STBI_ASSERT(req_comp >= 1 && req_comp <= 4);
-
-   good = (stbi__uint16 *) stbi__malloc(req_comp * x * y * 2);
-   if (good == NULL) {
-      STBI_FREE(data);
-      return (stbi__uint16 *) stbi__errpuc("outofmem", "Out of memory");
-   }
-
-   for (j=0; j < (int) y; ++j) {
-      stbi__uint16 *src  = data + j * x * img_n   ;
-      stbi__uint16 *dest = good + j * x * req_comp;
-
-      #define STBI__COMBO(a,b)  ((a)*8+(b))
-      #define STBI__CASE(a,b)   case STBI__COMBO(a,b): for(i=x-1; i >= 0; --i, src += a, dest += b)
-      // convert source image with img_n components to one with req_comp components;
-      // avoid switch per pixel, so use switch per scanline and massive macros
-      switch (STBI__COMBO(img_n, req_comp)) {
-         STBI__CASE(1,2) { dest[0]=src[0]; dest[1]=0xffff;                                     } break;
-         STBI__CASE(1,3) { dest[0]=dest[1]=dest[2]=src[0];                                     } break;
-         STBI__CASE(1,4) { dest[0]=dest[1]=dest[2]=src[0]; dest[3]=0xffff;                     } break;
-         STBI__CASE(2,1) { dest[0]=src[0];                                                     } break;
-         STBI__CASE(2,3) { dest[0]=dest[1]=dest[2]=src[0];                                     } break;
-         STBI__CASE(2,4) { dest[0]=dest[1]=dest[2]=src[0]; dest[3]=src[1];                     } break;
-         STBI__CASE(3,4) { dest[0]=src[0];dest[1]=src[1];dest[2]=src[2];dest[3]=0xffff;        } break;
-         STBI__CASE(3,1) { dest[0]=stbi__compute_y_16(src[0],src[1],src[2]);                   } break;
-         STBI__CASE(3,2) { dest[0]=stbi__compute_y_16(src[0],src[1],src[2]); dest[1] = 0xffff; } break;
-         STBI__CASE(4,1) { dest[0]=stbi__compute_y_16(src[0],src[1],src[2]);                   } break;
-         STBI__CASE(4,2) { dest[0]=stbi__compute_y_16(src[0],src[1],src[2]); dest[1] = src[3]; } break;
-         STBI__CASE(4,3) { dest[0]=src[0];dest[1]=src[1];dest[2]=src[2];                       } break;
-         default: STBI_ASSERT(0);
-      }
-      #undef STBI__CASE
-   }
-
-   STBI_FREE(data);
-   return good;
-}
-#endif
-
-#ifndef STBI_NO_LINEAR
-static float   *stbi__ldr_to_hdr(stbi_uc *data, int x, int y, int comp)
-{
-   int i,k,n;
-   float *output;
-   if (!data) return NULL;
-   output = (float *) stbi__malloc_mad4(x, y, comp, sizeof(float), 0);
-   if (output == NULL) { STBI_FREE(data); return stbi__errpf("outofmem", "Out of memory"); }
-   // compute number of non-alpha components
-   if (comp & 1) n = comp; else n = comp-1;
-   for (i=0; i < x*y; ++i) {
-      for (k=0; k < n; ++k) {
-         output[i*comp + k] = (float) (pow(data[i*comp+k]/255.0f, stbi__l2h_gamma) * stbi__l2h_scale);
-      }
-   }
-   if (n < comp) {
-      for (i=0; i < x*y; ++i) {
-         output[i*comp + n] = data[i*comp + n]/255.0f;
-      }
-   }
-   STBI_FREE(data);
-   return output;
-}
-#endif
-
-#ifndef STBI_NO_HDR
-#define stbi__float2int(x)   ((int) (x))
-static stbi_uc *stbi__hdr_to_ldr(float   *data, int x, int y, int comp)
-{
-   int i,k,n;
-   stbi_uc *output;
-   if (!data) return NULL;
-   output = (stbi_uc *) stbi__malloc_mad3(x, y, comp, 0);
-   if (output == NULL) { STBI_FREE(data); return stbi__errpuc("outofmem", "Out of memory"); }
-   // compute number of non-alpha components
-   if (comp & 1) n = comp; else n = comp-1;
-   for (i=0; i < x*y; ++i) {
-      for (k=0; k < n; ++k) {
-         float z = (float) pow(data[i*comp+k]*stbi__h2l_scale_i, stbi__h2l_gamma_i) * 255 + 0.5f;
-         if (z < 0) z = 0;
-         if (z > 255) z = 255;
-         output[i*comp + k] = (stbi_uc) stbi__float2int(z);
-      }
-      if (k < comp) {
-         float z = data[i*comp+k] * 255 + 0.5f;
-         if (z < 0) z = 0;
-         if (z > 255) z = 255;
-         output[i*comp + k] = (stbi_uc) stbi__float2int(z);
-      }
-   }
-   STBI_FREE(data);
-   return output;
-}
-#endif
-
-//////////////////////////////////////////////////////////////////////////////
-//
-//  "baseline" JPEG/JFIF decoder
-//
-//    simple implementation
-//      - doesn't support delayed output of y-dimension
-//      - simple interface (only one output format: 8-bit interleaved RGB)
-//      - doesn't try to recover corrupt jpegs
-//      - doesn't allow partial loading, loading multiple at once
-//      - still fast on x86 (copying globals into locals doesn't help x86)
-//      - allocates lots of intermediate memory (full size of all components)
-//        - non-interleaved case requires this anyway
-//        - allows good upsampling (see next)
-//    high-quality
-//      - upsampled channels are bilinearly interpolated, even across blocks
-//      - quality integer IDCT derived from IJG's 'slow'
-//    performance
-//      - fast huffman; reasonable integer IDCT
-//      - some SIMD kernels for common paths on targets with SSE2/NEON
-//      - uses a lot of intermediate memory, could cache poorly
-
-#ifndef STBI_NO_JPEG
-
-// huffman decoding acceleration
-#define FAST_BITS   9  // larger handles more cases; smaller stomps less cache
-
-typedef struct
-{
-   stbi_uc  fast[1 << FAST_BITS];
-   // weirdly, repacking this into AoS is a 10% speed loss, instead of a win
-   stbi__uint16 code[256];
-   stbi_uc  values[256];
-   stbi_uc  size[257];
-   unsigned int maxcode[18];
-   int    delta[17];   // old 'firstsymbol' - old 'firstcode'
-} stbi__huffman;
-
-typedef struct
-{
-   stbi__context *s;
-   stbi__huffman huff_dc[4];
-   stbi__huffman huff_ac[4];
-   stbi__uint16 dequant[4][64];
-   stbi__int16 fast_ac[4][1 << FAST_BITS];
-
-// sizes for components, interleaved MCUs
-   int img_h_max, img_v_max;
-   int img_mcu_x, img_mcu_y;
-   int img_mcu_w, img_mcu_h;
-
-// definition of jpeg image component
-   struct
-   {
-      int id;
-      int h,v;
-      int tq;
-      int hd,ha;
-      int dc_pred;
-
-      int x,y,w2,h2;
-      stbi_uc *data;
-      void *raw_data, *raw_coeff;
-      stbi_uc *linebuf;
-      short   *coeff;   // progressive only
-      int      coeff_w, coeff_h; // number of 8x8 coefficient blocks
-   } img_comp[4];
-
-   stbi__uint32   code_buffer; // jpeg entropy-coded buffer
-   int            code_bits;   // number of valid bits
-   unsigned char  marker;      // marker seen while filling entropy buffer
-   int            nomore;      // flag if we saw a marker so must stop
-
-   int            progressive;
-   int            spec_start;
-   int            spec_end;
-   int            succ_high;
-   int            succ_low;
-   int            eob_run;
-   int            jfif;
-   int            app14_color_transform; // Adobe APP14 tag
-   int            rgb;
-
-   int scan_n, order[4];
-   int restart_interval, todo;
-
-// kernels
-   void (*idct_block_kernel)(stbi_uc *out, int out_stride, short data[64]);
-   void (*YCbCr_to_RGB_kernel)(stbi_uc *out, const stbi_uc *y, const stbi_uc *pcb, const stbi_uc *pcr, int count, int step);
-   stbi_uc *(*resample_row_hv_2_kernel)(stbi_uc *out, stbi_uc *in_near, stbi_uc *in_far, int w, int hs);
-} stbi__jpeg;
-
-static int stbi__build_huffman(stbi__huffman *h, int *count)
-{
-   int i,j,k=0;
-   unsigned int code;
-   // build size list for each symbol (from JPEG spec)
-   for (i=0; i < 16; ++i)
-      for (j=0; j < count[i]; ++j)
-         h->size[k++] = (stbi_uc) (i+1);
-   h->size[k] = 0;
-
-   // compute actual symbols (from jpeg spec)
-   code = 0;
-   k = 0;
-   for(j=1; j <= 16; ++j) {
-      // compute delta to add to code to compute symbol id
-      h->delta[j] = k - code;
-      if (h->size[k] == j) {
-         while (h->size[k] == j)
-            h->code[k++] = (stbi__uint16) (code++);
-         if (code-1 >= (1u << j)) return stbi__err("bad code lengths","Corrupt JPEG");
-      }
-      // compute largest code + 1 for this size, preshifted as needed later
-      h->maxcode[j] = code << (16-j);
-      code <<= 1;
-   }
-   h->maxcode[j] = 0xffffffff;
-
-   // build non-spec acceleration table; 255 is flag for not-accelerated
-   memset(h->fast, 255, 1 << FAST_BITS);
-   for (i=0; i < k; ++i) {
-      int s = h->size[i];
-      if (s <= FAST_BITS) {
-         int c = h->code[i] << (FAST_BITS-s);
-         int m = 1 << (FAST_BITS-s);
-         for (j=0; j < m; ++j) {
-            h->fast[c+j] = (stbi_uc) i;
-         }
-      }
-   }
-   return 1;
-}
-
-// build a table that decodes both magnitude and value of small ACs in
-// one go.
-static void stbi__build_fast_ac(stbi__int16 *fast_ac, stbi__huffman *h)
-{
-   int i;
-   for (i=0; i < (1 << FAST_BITS); ++i) {
-      stbi_uc fast = h->fast[i];
-      fast_ac[i] = 0;
-      if (fast < 255) {
-         int rs = h->values[fast];
-         int run = (rs >> 4) & 15;
-         int magbits = rs & 15;
-         int len = h->size[fast];
-
-         if (magbits && len + magbits <= FAST_BITS) {
-            // magnitude code followed by receive_extend code
-            int k = ((i << len) & ((1 << FAST_BITS) - 1)) >> (FAST_BITS - magbits);
-            int m = 1 << (magbits - 1);
-            if (k < m) k += (~0U << magbits) + 1;
-            // if the result is small enough, we can fit it in fast_ac table
-            if (k >= -128 && k <= 127)
-               fast_ac[i] = (stbi__int16) ((k * 256) + (run * 16) + (len + magbits));
-         }
-      }
-   }
-}
-
-static void stbi__grow_buffer_unsafe(stbi__jpeg *j)
-{
-   do {
-      unsigned int b = j->nomore ? 0 : stbi__get8(j->s);
-      if (b == 0xff) {
-         int c = stbi__get8(j->s);
-         while (c == 0xff) c = stbi__get8(j->s); // consume fill bytes
-         if (c != 0) {
-            j->marker = (unsigned char) c;
-            j->nomore = 1;
-            return;
-         }
-      }
-      j->code_buffer |= b << (24 - j->code_bits);
-      j->code_bits += 8;
-   } while (j->code_bits <= 24);
-}
-
-// (1 << n) - 1
-static const stbi__uint32 stbi__bmask[17]={0,1,3,7,15,31,63,127,255,511,1023,2047,4095,8191,16383,32767,65535};
-
-// decode a jpeg huffman value from the bitstream
-stbi_inline static int stbi__jpeg_huff_decode(stbi__jpeg *j, stbi__huffman *h)
-{
-   unsigned int temp;
-   int c,k;
-
-   if (j->code_bits < 16) stbi__grow_buffer_unsafe(j);
-
-   // look at the top FAST_BITS and determine what symbol ID it is,
-   // if the code is <= FAST_BITS
-   c = (j->code_buffer >> (32 - FAST_BITS)) & ((1 << FAST_BITS)-1);
-   k = h->fast[c];
-   if (k < 255) {
-      int s = h->size[k];
-      if (s > j->code_bits)
-         return -1;
-      j->code_buffer <<= s;
-      j->code_bits -= s;
-      return h->values[k];
-   }
-
-   // naive test is to shift the code_buffer down so k bits are
-   // valid, then test against maxcode. To speed this up, we've
-   // preshifted maxcode left so that it has (16-k) 0s at the
-   // end; in other words, regardless of the number of bits, it
-   // wants to be compared against something shifted to have 16;
-   // that way we don't need to shift inside the loop.
-   temp = j->code_buffer >> 16;
-   for (k=FAST_BITS+1 ; ; ++k)
-      if (temp < h->maxcode[k])
-         break;
-   if (k == 17) {
-      // error! code not found
-      j->code_bits -= 16;
-      return -1;
-   }
-
-   if (k > j->code_bits)
-      return -1;
-
-   // convert the huffman code to the symbol id
-   c = ((j->code_buffer >> (32 - k)) & stbi__bmask[k]) + h->delta[k];
-   STBI_ASSERT((((j->code_buffer) >> (32 - h->size[c])) & stbi__bmask[h->size[c]]) == h->code[c]);
-
-   // convert the id to a symbol
-   j->code_bits -= k;
-   j->code_buffer <<= k;
-   return h->values[c];
-}
-
-// bias[n] = (-1<<n) + 1
-static const int stbi__jbias[16] = {0,-1,-3,-7,-15,-31,-63,-127,-255,-511,-1023,-2047,-4095,-8191,-16383,-32767};
-
-// combined JPEG 'receive' and JPEG 'extend', since baseline
-// always extends everything it receives.
-stbi_inline static int stbi__extend_receive(stbi__jpeg *j, int n)
-{
-   unsigned int k;
-   int sgn;
-   if (j->code_bits < n) stbi__grow_buffer_unsafe(j);
-
-   sgn = (stbi__int32)j->code_buffer >> 31; // sign bit is always in MSB
-   k = stbi_lrot(j->code_buffer, n);
-   STBI_ASSERT(n >= 0 && n < (int) (sizeof(stbi__bmask)/sizeof(*stbi__bmask)));
-   j->code_buffer = k & ~stbi__bmask[n];
-   k &= stbi__bmask[n];
-   j->code_bits -= n;
-   return k + (stbi__jbias[n] & ~sgn);
-}
-
-// get some unsigned bits
-stbi_inline static int stbi__jpeg_get_bits(stbi__jpeg *j, int n)
-{
-   unsigned int k;
-   if (j->code_bits < n) stbi__grow_buffer_unsafe(j);
-   k = stbi_lrot(j->code_buffer, n);
-   j->code_buffer = k & ~stbi__bmask[n];
-   k &= stbi__bmask[n];
-   j->code_bits -= n;
-   return k;
-}
-
-stbi_inline static int stbi__jpeg_get_bit(stbi__jpeg *j)
-{
-   unsigned int k;
-   if (j->code_bits < 1) stbi__grow_buffer_unsafe(j);
-   k = j->code_buffer;
-   j->code_buffer <<= 1;
-   --j->code_bits;
-   return k & 0x80000000;
-}
-
-// given a value that's at position X in the zigzag stream,
-// where does it appear in the 8x8 matrix coded as row-major?
-static const stbi_uc stbi__jpeg_dezigzag[64+15] =
-{
-    0,  1,  8, 16,  9,  2,  3, 10,
-   17, 24, 32, 25, 18, 11,  4,  5,
-   12, 19, 26, 33, 40, 48, 41, 34,
-   27, 20, 13,  6,  7, 14, 21, 28,
-   35, 42, 49, 56, 57, 50, 43, 36,
-   29, 22, 15, 23, 30, 37, 44, 51,
-   58, 59, 52, 45, 38, 31, 39, 46,
-   53, 60, 61, 54, 47, 55, 62, 63,
-   // let corrupt input sample past end
-   63, 63, 63, 63, 63, 63, 63, 63,
-   63, 63, 63, 63, 63, 63, 63
-};
-
-// decode one 64-entry block--
-static int stbi__jpeg_decode_block(stbi__jpeg *j, short data[64], stbi__huffman *hdc, stbi__huffman *hac, stbi__int16 *fac, int b, stbi__uint16 *dequant)
-{
-   int diff,dc,k;
-   int t;
-
-   if (j->code_bits < 16) stbi__grow_buffer_unsafe(j);
-   t = stbi__jpeg_huff_decode(j, hdc);
-   if (t < 0) return stbi__err("bad huffman code","Corrupt JPEG");
-
-   // 0 all the ac values now so we can do it 32-bits at a time
-   memset(data,0,64*sizeof(data[0]));
-
-   diff = t ? stbi__extend_receive(j, t) : 0;
-   dc = j->img_comp[b].dc_pred + diff;
-   j->img_comp[b].dc_pred = dc;
-   data[0] = (short) (dc * dequant[0]);
-
-   // decode AC components, see JPEG spec
-   k = 1;
-   do {
-      unsigned int zig;
-      int c,r,s;
-      if (j->code_bits < 16) stbi__grow_buffer_unsafe(j);
-      c = (j->code_buffer >> (32 - FAST_BITS)) & ((1 << FAST_BITS)-1);
-      r = fac[c];
-      if (r) { // fast-AC path
-         k += (r >> 4) & 15; // run
-         s = r & 15; // combined length
-         j->code_buffer <<= s;
-         j->code_bits -= s;
-         // decode into unzigzag'd location
-         zig = stbi__jpeg_dezigzag[k++];
-         data[zig] = (short) ((r >> 8) * dequant[zig]);
-      } else {
-         int rs = stbi__jpeg_huff_decode(j, hac);
-         if (rs < 0) return stbi__err("bad huffman code","Corrupt JPEG");
-         s = rs & 15;
-         r = rs >> 4;
-         if (s == 0) {
-            if (rs != 0xf0) break; // end block
-            k += 16;
-         } else {
-            k += r;
-            // decode into unzigzag'd location
-            zig = stbi__jpeg_dezigzag[k++];
-            data[zig] = (short) (stbi__extend_receive(j,s) * dequant[zig]);
-         }
-      }
-   } while (k < 64);
-   return 1;
-}
-
-static int stbi__jpeg_decode_block_prog_dc(stbi__jpeg *j, short data[64], stbi__huffman *hdc, int b)
-{
-   int diff,dc;
-   int t;
-   if (j->spec_end != 0) return stbi__err("can't merge dc and ac", "Corrupt JPEG");
-
-   if (j->code_bits < 16) stbi__grow_buffer_unsafe(j);
-
-   if (j->succ_high == 0) {
-      // first scan for DC coefficient, must be first
-      memset(data,0,64*sizeof(data[0])); // 0 all the ac values now
-      t = stbi__jpeg_huff_decode(j, hdc);
-      diff = t ? stbi__extend_receive(j, t) : 0;
-
-      dc = j->img_comp[b].dc_pred + diff;
-      j->img_comp[b].dc_pred = dc;
-      data[0] = (short) (dc << j->succ_low);
-   } else {
-      // refinement scan for DC coefficient
-      if (stbi__jpeg_get_bit(j))
-         data[0] += (short) (1 << j->succ_low);
-   }
-   return 1;
-}
-
-// @OPTIMIZE: store non-zigzagged during the decode passes,
-// and only de-zigzag when dequantizing
-static int stbi__jpeg_decode_block_prog_ac(stbi__jpeg *j, short data[64], stbi__huffman *hac, stbi__int16 *fac)
-{
-   int k;
-   if (j->spec_start == 0) return stbi__err("can't merge dc and ac", "Corrupt JPEG");
-
-   if (j->succ_high == 0) {
-      int shift = j->succ_low;
-
-      if (j->eob_run) {
-         --j->eob_run;
-         return 1;
-      }
-
-      k = j->spec_start;
-      do {
-         unsigned int zig;
-         int c,r,s;
-         if (j->code_bits < 16) stbi__grow_buffer_unsafe(j);
-         c = (j->code_buffer >> (32 - FAST_BITS)) & ((1 << FAST_BITS)-1);
-         r = fac[c];
-         if (r) { // fast-AC path
-            k += (r >> 4) & 15; // run
-            s = r & 15; // combined length
-            j->code_buffer <<= s;
-            j->code_bits -= s;
-            zig = stbi__jpeg_dezigzag[k++];
-            data[zig] = (short) ((r >> 8) << shift);
-         } else {
-            int rs = stbi__jpeg_huff_decode(j, hac);
-            if (rs < 0) return stbi__err("bad huffman code","Corrupt JPEG");
-            s = rs & 15;
-            r = rs >> 4;
-            if (s == 0) {
-               if (r < 15) {
-                  j->eob_run = (1 << r);
-                  if (r)
-                     j->eob_run += stbi__jpeg_get_bits(j, r);
-                  --j->eob_run;
-                  break;
-               }
-               k += 16;
-            } else {
-               k += r;
-               zig = stbi__jpeg_dezigzag[k++];
-               data[zig] = (short) (stbi__extend_receive(j,s) << shift);
-            }
-         }
-      } while (k <= j->spec_end);
-   } else {
-      // refinement scan for these AC coefficients
-
-      short bit = (short) (1 << j->succ_low);
-
-      if (j->eob_run) {
-         --j->eob_run;
-         for (k = j->spec_start; k <= j->spec_end; ++k) {
-            short *p = &data[stbi__jpeg_dezigzag[k]];
-            if (*p != 0)
-               if (stbi__jpeg_get_bit(j))
-                  if ((*p & bit)==0) {
-                     if (*p > 0)
-                        *p += bit;
-                     else
-                        *p -= bit;
-                  }
-         }
-      } else {
-         k = j->spec_start;
-         do {
-            int r,s;
-            int rs = stbi__jpeg_huff_decode(j, hac); // @OPTIMIZE see if we can use the fast path here, advance-by-r is so slow, eh
-            if (rs < 0) return stbi__err("bad huffman code","Corrupt JPEG");
-            s = rs & 15;
-            r = rs >> 4;
-            if (s == 0) {
-               if (r < 15) {
-                  j->eob_run = (1 << r) - 1;
-                  if (r)
-                     j->eob_run += stbi__jpeg_get_bits(j, r);
-                  r = 64; // force end of block
-               } else {
-                  // r=15 s=0 should write 16 0s, so we just do
-                  // a run of 15 0s and then write s (which is 0),
-                  // so we don't have to do anything special here
-               }
-            } else {
-               if (s != 1) return stbi__err("bad huffman code", "Corrupt JPEG");
-               // sign bit
-               if (stbi__jpeg_get_bit(j))
-                  s = bit;
-               else
-                  s = -bit;
-            }
-
-            // advance by r
-            while (k <= j->spec_end) {
-               short *p = &data[stbi__jpeg_dezigzag[k++]];
-               if (*p != 0) {
-                  if (stbi__jpeg_get_bit(j))
-                     if ((*p & bit)==0) {
-                        if (*p > 0)
-                           *p += bit;
-                        else
-                           *p -= bit;
-                     }
-               } else {
-                  if (r == 0) {
-                     *p = (short) s;
-                     break;
-                  }
-                  --r;
-               }
-            }
-         } while (k <= j->spec_end);
-      }
-   }
-   return 1;
-}
-
-// take a -128..127 value and stbi__clamp it and convert to 0..255
-stbi_inline static stbi_uc stbi__clamp(int x)
-{
-   // trick to use a single test to catch both cases
-   if ((unsigned int) x > 255) {
-      if (x < 0) return 0;
-      if (x > 255) return 255;
-   }
-   return (stbi_uc) x;
-}
-
-#define stbi__f2f(x)  ((int) (((x) * 4096 + 0.5)))
-#define stbi__fsh(x)  ((x) * 4096)
-
-// derived from jidctint -- DCT_ISLOW
-#define STBI__IDCT_1D(s0,s1,s2,s3,s4,s5,s6,s7) \
-   int t0,t1,t2,t3,p1,p2,p3,p4,p5,x0,x1,x2,x3; \
-   p2 = s2;                                    \
-   p3 = s6;                                    \
-   p1 = (p2+p3) * stbi__f2f(0.5411961f);       \
-   t2 = p1 + p3*stbi__f2f(-1.847759065f);      \
-   t3 = p1 + p2*stbi__f2f( 0.765366865f);      \
-   p2 = s0;                                    \
-   p3 = s4;                                    \
-   t0 = stbi__fsh(p2+p3);                      \
-   t1 = stbi__fsh(p2-p3);                      \
-   x0 = t0+t3;                                 \
-   x3 = t0-t3;                                 \
-   x1 = t1+t2;                                 \
-   x2 = t1-t2;                                 \
-   t0 = s7;                                    \
-   t1 = s5;                                    \
-   t2 = s3;                                    \
-   t3 = s1;                                    \
-   p3 = t0+t2;                                 \
-   p4 = t1+t3;                                 \
-   p1 = t0+t3;                                 \
-   p2 = t1+t2;                                 \
-   p5 = (p3+p4)*stbi__f2f( 1.175875602f);      \
-   t0 = t0*stbi__f2f( 0.298631336f);           \
-   t1 = t1*stbi__f2f( 2.053119869f);           \
-   t2 = t2*stbi__f2f( 3.072711026f);           \
-   t3 = t3*stbi__f2f( 1.501321110f);           \
-   p1 = p5 + p1*stbi__f2f(-0.899976223f);      \
-   p2 = p5 + p2*stbi__f2f(-2.562915447f);      \
-   p3 = p3*stbi__f2f(-1.961570560f);           \
-   p4 = p4*stbi__f2f(-0.390180644f);           \
-   t3 += p1+p4;                                \
-   t2 += p2+p3;                                \
-   t1 += p2+p4;                                \
-   t0 += p1+p3;
-
-static void stbi__idct_block(stbi_uc *out, int out_stride, short data[64])
-{
-   int i,val[64],*v=val;
-   stbi_uc *o;
-   short *d = data;
-
-   // columns
-   for (i=0; i < 8; ++i,++d, ++v) {
-      // if all zeroes, shortcut -- this avoids dequantizing 0s and IDCTing
-      if (d[ 8]==0 && d[16]==0 && d[24]==0 && d[32]==0
-           && d[40]==0 && d[48]==0 && d[56]==0) {
-         //    no shortcut                 0     seconds
-         //    (1|2|3|4|5|6|7)==0          0     seconds
-         //    all separate               -0.047 seconds
-         //    1 && 2|3 && 4|5 && 6|7:    -0.047 seconds
-         int dcterm = d[0]*4;
-         v[0] = v[8] = v[16] = v[24] = v[32] = v[40] = v[48] = v[56] = dcterm;
-      } else {
-         STBI__IDCT_1D(d[ 0],d[ 8],d[16],d[24],d[32],d[40],d[48],d[56])
-         // constants scaled things up by 1<<12; let's bring them back
-         // down, but keep 2 extra bits of precision
-         x0 += 512; x1 += 512; x2 += 512; x3 += 512;
-         v[ 0] = (x0+t3) >> 10;
-         v[56] = (x0-t3) >> 10;
-         v[ 8] = (x1+t2) >> 10;
-         v[48] = (x1-t2) >> 10;
-         v[16] = (x2+t1) >> 10;
-         v[40] = (x2-t1) >> 10;
-         v[24] = (x3+t0) >> 10;
-         v[32] = (x3-t0) >> 10;
-      }
-   }
-
-   for (i=0, v=val, o=out; i < 8; ++i,v+=8,o+=out_stride) {
-      // no fast case since the first 1D IDCT spread components out
-      STBI__IDCT_1D(v[0],v[1],v[2],v[3],v[4],v[5],v[6],v[7])
-      // constants scaled things up by 1<<12, plus we had 1<<2 from first
-      // loop, plus horizontal and vertical each scale by sqrt(8) so together
-      // we've got an extra 1<<3, so 1<<17 total we need to remove.
-      // so we want to round that, which means adding 0.5 * 1<<17,
-      // aka 65536. Also, we'll end up with -128 to 127 that we want
-      // to encode as 0..255 by adding 128, so we'll add that before the shift
-      x0 += 65536 + (128<<17);
-      x1 += 65536 + (128<<17);
-      x2 += 65536 + (128<<17);
-      x3 += 65536 + (128<<17);
-      // tried computing the shifts into temps, or'ing the temps to see
-      // if any were out of range, but that was slower
-      o[0] = stbi__clamp((x0+t3) >> 17);
-      o[7] = stbi__clamp((x0-t3) >> 17);
-      o[1] = stbi__clamp((x1+t2) >> 17);
-      o[6] = stbi__clamp((x1-t2) >> 17);
-      o[2] = stbi__clamp((x2+t1) >> 17);
-      o[5] = stbi__clamp((x2-t1) >> 17);
-      o[3] = stbi__clamp((x3+t0) >> 17);
-      o[4] = stbi__clamp((x3-t0) >> 17);
-   }
-}
-
-#ifdef STBI_SSE2
-// sse2 integer IDCT. not the fastest possible implementation but it
-// produces bit-identical results to the generic C version so it's
-// fully "transparent".
-static void stbi__idct_simd(stbi_uc *out, int out_stride, short data[64])
-{
-   // This is constructed to match our regular (generic) integer IDCT exactly.
-   __m128i row0, row1, row2, row3, row4, row5, row6, row7;
-   __m128i tmp;
-
-   // dot product constant: even elems=x, odd elems=y
-   #define dct_const(x,y)  _mm_setr_epi16((x),(y),(x),(y),(x),(y),(x),(y))
-
-   // out(0) = c0[even]*x + c0[odd]*y   (c0, x, y 16-bit, out 32-bit)
-   // out(1) = c1[even]*x + c1[odd]*y
-   #define dct_rot(out0,out1, x,y,c0,c1) \
-      __m128i c0##lo = _mm_unpacklo_epi16((x),(y)); \
-      __m128i c0##hi = _mm_unpackhi_epi16((x),(y)); \
-      __m128i out0##_l = _mm_madd_epi16(c0##lo, c0); \
-      __m128i out0##_h = _mm_madd_epi16(c0##hi, c0); \
-      __m128i out1##_l = _mm_madd_epi16(c0##lo, c1); \
-      __m128i out1##_h = _mm_madd_epi16(c0##hi, c1)
-
-   // out = in << 12  (in 16-bit, out 32-bit)
-   #define dct_widen(out, in) \
-      __m128i out##_l = _mm_srai_epi32(_mm_unpacklo_epi16(_mm_setzero_si128(), (in)), 4); \
-      __m128i out##_h = _mm_srai_epi32(_mm_unpackhi_epi16(_mm_setzero_si128(), (in)), 4)
-
-   // wide add
-   #define dct_wadd(out, a, b) \
-      __m128i out##_l = _mm_add_epi32(a##_l, b##_l); \
-      __m128i out##_h = _mm_add_epi32(a##_h, b##_h)
-
-   // wide sub
-   #define dct_wsub(out, a, b) \
-      __m128i out##_l = _mm_sub_epi32(a##_l, b##_l); \
-      __m128i out##_h = _mm_sub_epi32(a##_h, b##_h)
-
-   // butterfly a/b, add bias, then shift by "s" and pack
-   #define dct_bfly32o(out0, out1, a,b,bias,s) \
-      { \
-         __m128i abiased_l = _mm_add_epi32(a##_l, bias); \
-         __m128i abiased_h = _mm_add_epi32(a##_h, bias); \
-         dct_wadd(sum, abiased, b); \
-         dct_wsub(dif, abiased, b); \
-         out0 = _mm_packs_epi32(_mm_srai_epi32(sum_l, s), _mm_srai_epi32(sum_h, s)); \
-         out1 = _mm_packs_epi32(_mm_srai_epi32(dif_l, s), _mm_srai_epi32(dif_h, s)); \
-      }
-
-   // 8-bit interleave step (for transposes)
-   #define dct_interleave8(a, b) \
-      tmp = a; \
-      a = _mm_unpacklo_epi8(a, b); \
-      b = _mm_unpackhi_epi8(tmp, b)
-
-   // 16-bit interleave step (for transposes)
-   #define dct_interleave16(a, b) \
-      tmp = a; \
-      a = _mm_unpacklo_epi16(a, b); \
-      b = _mm_unpackhi_epi16(tmp, b)
-
-   #define dct_pass(bias,shift) \
-      { \
-         /* even part */ \
-         dct_rot(t2e,t3e, row2,row6, rot0_0,rot0_1); \
-         __m128i sum04 = _mm_add_epi16(row0, row4); \
-         __m128i dif04 = _mm_sub_epi16(row0, row4); \
-         dct_widen(t0e, sum04); \
-         dct_widen(t1e, dif04); \
-         dct_wadd(x0, t0e, t3e); \
-         dct_wsub(x3, t0e, t3e); \
-         dct_wadd(x1, t1e, t2e); \
-         dct_wsub(x2, t1e, t2e); \
-         /* odd part */ \
-         dct_rot(y0o,y2o, row7,row3, rot2_0,rot2_1); \
-         dct_rot(y1o,y3o, row5,row1, rot3_0,rot3_1); \
-         __m128i sum17 = _mm_add_epi16(row1, row7); \
-         __m128i sum35 = _mm_add_epi16(row3, row5); \
-         dct_rot(y4o,y5o, sum17,sum35, rot1_0,rot1_1); \
-         dct_wadd(x4, y0o, y4o); \
-         dct_wadd(x5, y1o, y5o); \
-         dct_wadd(x6, y2o, y5o); \
-         dct_wadd(x7, y3o, y4o); \
-         dct_bfly32o(row0,row7, x0,x7,bias,shift); \
-         dct_bfly32o(row1,row6, x1,x6,bias,shift); \
-         dct_bfly32o(row2,row5, x2,x5,bias,shift); \
-         dct_bfly32o(row3,row4, x3,x4,bias,shift); \
-      }
-
-   __m128i rot0_0 = dct_const(stbi__f2f(0.5411961f), stbi__f2f(0.5411961f) + stbi__f2f(-1.847759065f));
-   __m128i rot0_1 = dct_const(stbi__f2f(0.5411961f) + stbi__f2f( 0.765366865f), stbi__f2f(0.5411961f));
-   __m128i rot1_0 = dct_const(stbi__f2f(1.175875602f) + stbi__f2f(-0.899976223f), stbi__f2f(1.175875602f));
-   __m128i rot1_1 = dct_const(stbi__f2f(1.175875602f), stbi__f2f(1.175875602f) + stbi__f2f(-2.562915447f));
-   __m128i rot2_0 = dct_const(stbi__f2f(-1.961570560f) + stbi__f2f( 0.298631336f), stbi__f2f(-1.961570560f));
-   __m128i rot2_1 = dct_const(stbi__f2f(-1.961570560f), stbi__f2f(-1.961570560f) + stbi__f2f( 3.072711026f));
-   __m128i rot3_0 = dct_const(stbi__f2f(-0.390180644f) + stbi__f2f( 2.053119869f), stbi__f2f(-0.390180644f));
-   __m128i rot3_1 = dct_const(stbi__f2f(-0.390180644f), stbi__f2f(-0.390180644f) + stbi__f2f( 1.501321110f));
-
-   // rounding biases in column/row passes, see stbi__idct_block for explanation.
-   __m128i bias_0 = _mm_set1_epi32(512);
-   __m128i bias_1 = _mm_set1_epi32(65536 + (128<<17));
-
-   // load
-   row0 = _mm_load_si128((const __m128i *) (data + 0*8));
-   row1 = _mm_load_si128((const __m128i *) (data + 1*8));
-   row2 = _mm_load_si128((const __m128i *) (data + 2*8));
-   row3 = _mm_load_si128((const __m128i *) (data + 3*8));
-   row4 = _mm_load_si128((const __m128i *) (data + 4*8));
-   row5 = _mm_load_si128((const __m128i *) (data + 5*8));
-   row6 = _mm_load_si128((const __m128i *) (data + 6*8));
-   row7 = _mm_load_si128((const __m128i *) (data + 7*8));
-
-   // column pass
-   dct_pass(bias_0, 10);
-
-   {
-      // 16bit 8x8 transpose pass 1
-      dct_interleave16(row0, row4);
-      dct_interleave16(row1, row5);
-      dct_interleave16(row2, row6);
-      dct_interleave16(row3, row7);
-
-      // transpose pass 2
-      dct_interleave16(row0, row2);
-      dct_interleave16(row1, row3);
-      dct_interleave16(row4, row6);
-      dct_interleave16(row5, row7);
-
-      // transpose pass 3
-      dct_interleave16(row0, row1);
-      dct_interleave16(row2, row3);
-      dct_interleave16(row4, row5);
-      dct_interleave16(row6, row7);
-   }
-
-   // row pass
-   dct_pass(bias_1, 17);
-
-   {
-      // pack
-      __m128i p0 = _mm_packus_epi16(row0, row1); // a0a1a2a3...a7b0b1b2b3...b7
-      __m128i p1 = _mm_packus_epi16(row2, row3);
-      __m128i p2 = _mm_packus_epi16(row4, row5);
-      __m128i p3 = _mm_packus_epi16(row6, row7);
-
-      // 8bit 8x8 transpose pass 1
-      dct_interleave8(p0, p2); // a0e0a1e1...
-      dct_interleave8(p1, p3); // c0g0c1g1...
-
-      // transpose pass 2
-      dct_interleave8(p0, p1); // a0c0e0g0...
-      dct_interleave8(p2, p3); // b0d0f0h0...
-
-      // transpose pass 3
-      dct_interleave8(p0, p2); // a0b0c0d0...
-      dct_interleave8(p1, p3); // a4b4c4d4...
-
-      // store
-      _mm_storel_epi64((__m128i *) out, p0); out += out_stride;
-      _mm_storel_epi64((__m128i *) out, _mm_shuffle_epi32(p0, 0x4e)); out += out_stride;
-      _mm_storel_epi64((__m128i *) out, p2); out += out_stride;
-      _mm_storel_epi64((__m128i *) out, _mm_shuffle_epi32(p2, 0x4e)); out += out_stride;
-      _mm_storel_epi64((__m128i *) out, p1); out += out_stride;
-      _mm_storel_epi64((__m128i *) out, _mm_shuffle_epi32(p1, 0x4e)); out += out_stride;
-      _mm_storel_epi64((__m128i *) out, p3); out += out_stride;
-      _mm_storel_epi64((__m128i *) out, _mm_shuffle_epi32(p3, 0x4e));
-   }
-
-#undef dct_const
-#undef dct_rot
-#undef dct_widen
-#undef dct_wadd
-#undef dct_wsub
-#undef dct_bfly32o
-#undef dct_interleave8
-#undef dct_interleave16
-#undef dct_pass
-}
-
-#endif // STBI_SSE2
-
-#ifdef STBI_NEON
-
-// NEON integer IDCT. should produce bit-identical
-// results to the generic C version.
-static void stbi__idct_simd(stbi_uc *out, int out_stride, short data[64])
-{
-   int16x8_t row0, row1, row2, row3, row4, row5, row6, row7;
-
-   int16x4_t rot0_0 = vdup_n_s16(stbi__f2f(0.5411961f));
-   int16x4_t rot0_1 = vdup_n_s16(stbi__f2f(-1.847759065f));
-   int16x4_t rot0_2 = vdup_n_s16(stbi__f2f( 0.765366865f));
-   int16x4_t rot1_0 = vdup_n_s16(stbi__f2f( 1.175875602f));
-   int16x4_t rot1_1 = vdup_n_s16(stbi__f2f(-0.899976223f));
-   int16x4_t rot1_2 = vdup_n_s16(stbi__f2f(-2.562915447f));
-   int16x4_t rot2_0 = vdup_n_s16(stbi__f2f(-1.961570560f));
-   int16x4_t rot2_1 = vdup_n_s16(stbi__f2f(-0.390180644f));
-   int16x4_t rot3_0 = vdup_n_s16(stbi__f2f( 0.298631336f));
-   int16x4_t rot3_1 = vdup_n_s16(stbi__f2f( 2.053119869f));
-   int16x4_t rot3_2 = vdup_n_s16(stbi__f2f( 3.072711026f));
-   int16x4_t rot3_3 = vdup_n_s16(stbi__f2f( 1.501321110f));
-
-#define dct_long_mul(out, inq, coeff) \
-   int32x4_t out##_l = vmull_s16(vget_low_s16(inq), coeff); \
-   int32x4_t out##_h = vmull_s16(vget_high_s16(inq), coeff)
-
-#define dct_long_mac(out, acc, inq, coeff) \
-   int32x4_t out##_l = vmlal_s16(acc##_l, vget_low_s16(inq), coeff); \
-   int32x4_t out##_h = vmlal_s16(acc##_h, vget_high_s16(inq), coeff)
-
-#define dct_widen(out, inq) \
-   int32x4_t out##_l = vshll_n_s16(vget_low_s16(inq), 12); \
-   int32x4_t out##_h = vshll_n_s16(vget_high_s16(inq), 12)
-
-// wide add
-#define dct_wadd(out, a, b) \
-   int32x4_t out##_l = vaddq_s32(a##_l, b##_l); \
-   int32x4_t out##_h = vaddq_s32(a##_h, b##_h)
-
-// wide sub
-#define dct_wsub(out, a, b) \
-   int32x4_t out##_l = vsubq_s32(a##_l, b##_l); \
-   int32x4_t out##_h = vsubq_s32(a##_h, b##_h)
-
-// butterfly a/b, then shift using "shiftop" by "s" and pack
-#define dct_bfly32o(out0,out1, a,b,shiftop,s) \
-   { \
-      dct_wadd(sum, a, b); \
-      dct_wsub(dif, a, b); \
-      out0 = vcombine_s16(shiftop(sum_l, s), shiftop(sum_h, s)); \
-      out1 = vcombine_s16(shiftop(dif_l, s), shiftop(dif_h, s)); \
-   }
-
-#define dct_pass(shiftop, shift) \
-   { \
-      /* even part */ \
-      int16x8_t sum26 = vaddq_s16(row2, row6); \
-      dct_long_mul(p1e, sum26, rot0_0); \
-      dct_long_mac(t2e, p1e, row6, rot0_1); \
-      dct_long_mac(t3e, p1e, row2, rot0_2); \
-      int16x8_t sum04 = vaddq_s16(row0, row4); \
-      int16x8_t dif04 = vsubq_s16(row0, row4); \
-      dct_widen(t0e, sum04); \
-      dct_widen(t1e, dif04); \
-      dct_wadd(x0, t0e, t3e); \
-      dct_wsub(x3, t0e, t3e); \
-      dct_wadd(x1, t1e, t2e); \
-      dct_wsub(x2, t1e, t2e); \
-      /* odd part */ \
-      int16x8_t sum15 = vaddq_s16(row1, row5); \
-      int16x8_t sum17 = vaddq_s16(row1, row7); \
-      int16x8_t sum35 = vaddq_s16(row3, row5); \
-      int16x8_t sum37 = vaddq_s16(row3, row7); \
-      int16x8_t sumodd = vaddq_s16(sum17, sum35); \
-      dct_long_mul(p5o, sumodd, rot1_0); \
-      dct_long_mac(p1o, p5o, sum17, rot1_1); \
-      dct_long_mac(p2o, p5o, sum35, rot1_2); \
-      dct_long_mul(p3o, sum37, rot2_0); \
-      dct_long_mul(p4o, sum15, rot2_1); \
-      dct_wadd(sump13o, p1o, p3o); \
-      dct_wadd(sump24o, p2o, p4o); \
-      dct_wadd(sump23o, p2o, p3o); \
-      dct_wadd(sump14o, p1o, p4o); \
-      dct_long_mac(x4, sump13o, row7, rot3_0); \
-      dct_long_mac(x5, sump24o, row5, rot3_1); \
-      dct_long_mac(x6, sump23o, row3, rot3_2); \
-      dct_long_mac(x7, sump14o, row1, rot3_3); \
-      dct_bfly32o(row0,row7, x0,x7,shiftop,shift); \
-      dct_bfly32o(row1,row6, x1,x6,shiftop,shift); \
-      dct_bfly32o(row2,row5, x2,x5,shiftop,shift); \
-      dct_bfly32o(row3,row4, x3,x4,shiftop,shift); \
-   }
-
-   // load
-   row0 = vld1q_s16(data + 0*8);
-   row1 = vld1q_s16(data + 1*8);
-   row2 = vld1q_s16(data + 2*8);
-   row3 = vld1q_s16(data + 3*8);
-   row4 = vld1q_s16(data + 4*8);
-   row5 = vld1q_s16(data + 5*8);
-   row6 = vld1q_s16(data + 6*8);
-   row7 = vld1q_s16(data + 7*8);
-
-   // add DC bias
-   row0 = vaddq_s16(row0, vsetq_lane_s16(1024, vdupq_n_s16(0), 0));
-
-   // column pass
-   dct_pass(vrshrn_n_s32, 10);
-
-   // 16bit 8x8 transpose
-   {
-// these three map to a single VTRN.16, VTRN.32, and VSWP, respectively.
-// whether compilers actually get this is another story, sadly.
-#define dct_trn16(x, y) { int16x8x2_t t = vtrnq_s16(x, y); x = t.val[0]; y = t.val[1]; }
-#define dct_trn32(x, y) { int32x4x2_t t = vtrnq_s32(vreinterpretq_s32_s16(x), vreinterpretq_s32_s16(y)); x = vreinterpretq_s16_s32(t.val[0]); y = vreinterpretq_s16_s32(t.val[1]); }
-#define dct_trn64(x, y) { int16x8_t x0 = x; int16x8_t y0 = y; x = vcombine_s16(vget_low_s16(x0), vget_low_s16(y0)); y = vcombine_s16(vget_high_s16(x0), vget_high_s16(y0)); }
-
-      // pass 1
-      dct_trn16(row0, row1); // a0b0a2b2a4b4a6b6
-      dct_trn16(row2, row3);
-      dct_trn16(row4, row5);
-      dct_trn16(row6, row7);
-
-      // pass 2
-      dct_trn32(row0, row2); // a0b0c0d0a4b4c4d4
-      dct_trn32(row1, row3);
-      dct_trn32(row4, row6);
-      dct_trn32(row5, row7);
-
-      // pass 3
-      dct_trn64(row0, row4); // a0b0c0d0e0f0g0h0
-      dct_trn64(row1, row5);
-      dct_trn64(row2, row6);
-      dct_trn64(row3, row7);
-
-#undef dct_trn16
-#undef dct_trn32
-#undef dct_trn64
-   }
-
-   // row pass
-   // vrshrn_n_s32 only supports shifts up to 16, we need
-   // 17. so do a non-rounding shift of 16 first then follow
-   // up with a rounding shift by 1.
-   dct_pass(vshrn_n_s32, 16);
-
-   {
-      // pack and round
-      uint8x8_t p0 = vqrshrun_n_s16(row0, 1);
-      uint8x8_t p1 = vqrshrun_n_s16(row1, 1);
-      uint8x8_t p2 = vqrshrun_n_s16(row2, 1);
-      uint8x8_t p3 = vqrshrun_n_s16(row3, 1);
-      uint8x8_t p4 = vqrshrun_n_s16(row4, 1);
-      uint8x8_t p5 = vqrshrun_n_s16(row5, 1);
-      uint8x8_t p6 = vqrshrun_n_s16(row6, 1);
-      uint8x8_t p7 = vqrshrun_n_s16(row7, 1);
-
-      // again, these can translate into one instruction, but often don't.
-#define dct_trn8_8(x, y) { uint8x8x2_t t = vtrn_u8(x, y); x = t.val[0]; y = t.val[1]; }
-#define dct_trn8_16(x, y) { uint16x4x2_t t = vtrn_u16(vreinterpret_u16_u8(x), vreinterpret_u16_u8(y)); x = vreinterpret_u8_u16(t.val[0]); y = vreinterpret_u8_u16(t.val[1]); }
-#define dct_trn8_32(x, y) { uint32x2x2_t t = vtrn_u32(vreinterpret_u32_u8(x), vreinterpret_u32_u8(y)); x = vreinterpret_u8_u32(t.val[0]); y = vreinterpret_u8_u32(t.val[1]); }
-
-      // sadly can't use interleaved stores here since we only write
-      // 8 bytes to each scan line!
-
-      // 8x8 8-bit transpose pass 1
-      dct_trn8_8(p0, p1);
-      dct_trn8_8(p2, p3);
-      dct_trn8_8(p4, p5);
-      dct_trn8_8(p6, p7);
-
-      // pass 2
-      dct_trn8_16(p0, p2);
-      dct_trn8_16(p1, p3);
-      dct_trn8_16(p4, p6);
-      dct_trn8_16(p5, p7);
-
-      // pass 3
-      dct_trn8_32(p0, p4);
-      dct_trn8_32(p1, p5);
-      dct_trn8_32(p2, p6);
-      dct_trn8_32(p3, p7);
-
-      // store
-      vst1_u8(out, p0); out += out_stride;
-      vst1_u8(out, p1); out += out_stride;
-      vst1_u8(out, p2); out += out_stride;
-      vst1_u8(out, p3); out += out_stride;
-      vst1_u8(out, p4); out += out_stride;
-      vst1_u8(out, p5); out += out_stride;
-      vst1_u8(out, p6); out += out_stride;
-      vst1_u8(out, p7);
-
-#undef dct_trn8_8
-#undef dct_trn8_16
-#undef dct_trn8_32
-   }
-
-#undef dct_long_mul
-#undef dct_long_mac
-#undef dct_widen
-#undef dct_wadd
-#undef dct_wsub
-#undef dct_bfly32o
-#undef dct_pass
-}
-
-#endif // STBI_NEON
-
-#define STBI__MARKER_none  0xff
-// if there's a pending marker from the entropy stream, return that
-// otherwise, fetch from the stream and get a marker. if there's no
-// marker, return 0xff, which is never a valid marker value
-static stbi_uc stbi__get_marker(stbi__jpeg *j)
-{
-   stbi_uc x;
-   if (j->marker != STBI__MARKER_none) { x = j->marker; j->marker = STBI__MARKER_none; return x; }
-   x = stbi__get8(j->s);
-   if (x != 0xff) return STBI__MARKER_none;
-   while (x == 0xff)
-      x = stbi__get8(j->s); // consume repeated 0xff fill bytes
-   return x;
-}
-
-// in each scan, we'll have scan_n components, and the order
-// of the components is specified by order[]
-#define STBI__RESTART(x)     ((x) >= 0xd0 && (x) <= 0xd7)
-
-// after a restart interval, stbi__jpeg_reset the entropy decoder and
-// the dc prediction
-static void stbi__jpeg_reset(stbi__jpeg *j)
-{
-   j->code_bits = 0;
-   j->code_buffer = 0;
-   j->nomore = 0;
-   j->img_comp[0].dc_pred = j->img_comp[1].dc_pred = j->img_comp[2].dc_pred = j->img_comp[3].dc_pred = 0;
-   j->marker = STBI__MARKER_none;
-   j->todo = j->restart_interval ? j->restart_interval : 0x7fffffff;
-   j->eob_run = 0;
-   // no more than 1<<31 MCUs if no restart_interal? that's plenty safe,
-   // since we don't even allow 1<<30 pixels
-}
-
-static int stbi__parse_entropy_coded_data(stbi__jpeg *z)
-{
-   stbi__jpeg_reset(z);
-   if (!z->progressive) {
-      if (z->scan_n == 1) {
-         int i,j;
-         STBI_SIMD_ALIGN(short, data[64]);
-         int n = z->order[0];
-         // non-interleaved data, we just need to process one block at a time,
-         // in trivial scanline order
-         // number of blocks to do just depends on how many actual "pixels" this
-         // component has, independent of interleaved MCU blocking and such
-         int w = (z->img_comp[n].x+7) >> 3;
-         int h = (z->img_comp[n].y+7) >> 3;
-         for (j=0; j < h; ++j) {
-            for (i=0; i < w; ++i) {
-               int ha = z->img_comp[n].ha;
-               if (!stbi__jpeg_decode_block(z, data, z->huff_dc+z->img_comp[n].hd, z->huff_ac+ha, z->fast_ac[ha], n, z->dequant[z->img_comp[n].tq])) return 0;
-               z->idct_block_kernel(z->img_comp[n].data+z->img_comp[n].w2*j*8+i*8, z->img_comp[n].w2, data);
-               // every data block is an MCU, so countdown the restart interval
-               if (--z->todo <= 0) {
-                  if (z->code_bits < 24) stbi__grow_buffer_unsafe(z);
-                  // if it's NOT a restart, then just bail, so we get corrupt data
-                  // rather than no data
-                  if (!STBI__RESTART(z->marker)) return 1;
-                  stbi__jpeg_reset(z);
-               }
-            }
-         }
-         return 1;
-      } else { // interleaved
-         int i,j,k,x,y;
-         STBI_SIMD_ALIGN(short, data[64]);
-         for (j=0; j < z->img_mcu_y; ++j) {
-            for (i=0; i < z->img_mcu_x; ++i) {
-               // scan an interleaved mcu... process scan_n components in order
-               for (k=0; k < z->scan_n; ++k) {
-                  int n = z->order[k];
-                  // scan out an mcu's worth of this component; that's just determined
-                  // by the basic H and V specified for the component
-                  for (y=0; y < z->img_comp[n].v; ++y) {
-                     for (x=0; x < z->img_comp[n].h; ++x) {
-                        int x2 = (i*z->img_comp[n].h + x)*8;
-                        int y2 = (j*z->img_comp[n].v + y)*8;
-                        int ha = z->img_comp[n].ha;
-                        if (!stbi__jpeg_decode_block(z, data, z->huff_dc+z->img_comp[n].hd, z->huff_ac+ha, z->fast_ac[ha], n, z->dequant[z->img_comp[n].tq])) return 0;
-                        z->idct_block_kernel(z->img_comp[n].data+z->img_comp[n].w2*y2+x2, z->img_comp[n].w2, data);
-                     }
-                  }
-               }
-               // after all interleaved components, that's an interleaved MCU,
-               // so now count down the restart interval
-               if (--z->todo <= 0) {
-                  if (z->code_bits < 24) stbi__grow_buffer_unsafe(z);
-                  if (!STBI__RESTART(z->marker)) return 1;
-                  stbi__jpeg_reset(z);
-               }
-            }
-         }
-         return 1;
-      }
-   } else {
-      if (z->scan_n == 1) {
-         int i,j;
-         int n = z->order[0];
-         // non-interleaved data, we just need to process one block at a time,
-         // in trivial scanline order
-         // number of blocks to do just depends on how many actual "pixels" this
-         // component has, independent of interleaved MCU blocking and such
-         int w = (z->img_comp[n].x+7) >> 3;
-         int h = (z->img_comp[n].y+7) >> 3;
-         for (j=0; j < h; ++j) {
-            for (i=0; i < w; ++i) {
-               short *data = z->img_comp[n].coeff + 64 * (i + j * z->img_comp[n].coeff_w);
-               if (z->spec_start == 0) {
-                  if (!stbi__jpeg_decode_block_prog_dc(z, data, &z->huff_dc[z->img_comp[n].hd], n))
-                     return 0;
-               } else {
-                  int ha = z->img_comp[n].ha;
-                  if (!stbi__jpeg_decode_block_prog_ac(z, data, &z->huff_ac[ha], z->fast_ac[ha]))
-                     return 0;
-               }
-               // every data block is an MCU, so countdown the restart interval
-               if (--z->todo <= 0) {
-                  if (z->code_bits < 24) stbi__grow_buffer_unsafe(z);
-                  if (!STBI__RESTART(z->marker)) return 1;
-                  stbi__jpeg_reset(z);
-               }
-            }
-         }
-         return 1;
-      } else { // interleaved
-         int i,j,k,x,y;
-         for (j=0; j < z->img_mcu_y; ++j) {
-            for (i=0; i < z->img_mcu_x; ++i) {
-               // scan an interleaved mcu... process scan_n components in order
-               for (k=0; k < z->scan_n; ++k) {
-                  int n = z->order[k];
-                  // scan out an mcu's worth of this component; that's just determined
-                  // by the basic H and V specified for the component
-                  for (y=0; y < z->img_comp[n].v; ++y) {
-                     for (x=0; x < z->img_comp[n].h; ++x) {
-                        int x2 = (i*z->img_comp[n].h + x);
-                        int y2 = (j*z->img_comp[n].v + y);
-                        short *data = z->img_comp[n].coeff + 64 * (x2 + y2 * z->img_comp[n].coeff_w);
-                        if (!stbi__jpeg_decode_block_prog_dc(z, data, &z->huff_dc[z->img_comp[n].hd], n))
-                           return 0;
-                     }
-                  }
-               }
-               // after all interleaved components, that's an interleaved MCU,
-               // so now count down the restart interval
-               if (--z->todo <= 0) {
-                  if (z->code_bits < 24) stbi__grow_buffer_unsafe(z);
-                  if (!STBI__RESTART(z->marker)) return 1;
-                  stbi__jpeg_reset(z);
-               }
-            }
-         }
-         return 1;
-      }
-   }
-}
-
-static void stbi__jpeg_dequantize(short *data, stbi__uint16 *dequant)
-{
-   int i;
-   for (i=0; i < 64; ++i)
-      data[i] *= dequant[i];
-}
-
-static void stbi__jpeg_finish(stbi__jpeg *z)
-{
-   if (z->progressive) {
-      // dequantize and idct the data
-      int i,j,n;
-      for (n=0; n < z->s->img_n; ++n) {
-         int w = (z->img_comp[n].x+7) >> 3;
-         int h = (z->img_comp[n].y+7) >> 3;
-         for (j=0; j < h; ++j) {
-            for (i=0; i < w; ++i) {
-               short *data = z->img_comp[n].coeff + 64 * (i + j * z->img_comp[n].coeff_w);
-               stbi__jpeg_dequantize(data, z->dequant[z->img_comp[n].tq]);
-               z->idct_block_kernel(z->img_comp[n].data+z->img_comp[n].w2*j*8+i*8, z->img_comp[n].w2, data);
-            }
-         }
-      }
-   }
-}
-
-static int stbi__process_marker(stbi__jpeg *z, int m)
-{
-   int L;
-   switch (m) {
-      case STBI__MARKER_none: // no marker found
-         return stbi__err("expected marker","Corrupt JPEG");
-
-      case 0xDD: // DRI - specify restart interval
-         if (stbi__get16be(z->s) != 4) return stbi__err("bad DRI len","Corrupt JPEG");
-         z->restart_interval = stbi__get16be(z->s);
-         return 1;
-
-      case 0xDB: // DQT - define quantization table
-         L = stbi__get16be(z->s)-2;
-         while (L > 0) {
-            int q = stbi__get8(z->s);
-            int p = q >> 4, sixteen = (p != 0);
-            int t = q & 15,i;
-            if (p != 0 && p != 1) return stbi__err("bad DQT type","Corrupt JPEG");
-            if (t > 3) return stbi__err("bad DQT table","Corrupt JPEG");
-
-            for (i=0; i < 64; ++i)
-               z->dequant[t][stbi__jpeg_dezigzag[i]] = (stbi__uint16)(sixteen ? stbi__get16be(z->s) : stbi__get8(z->s));
-            L -= (sixteen ? 129 : 65);
-         }
-         return L==0;
-
-      case 0xC4: // DHT - define huffman table
-         L = stbi__get16be(z->s)-2;
-         while (L > 0) {
-            stbi_uc *v;
-            int sizes[16],i,n=0;
-            int q = stbi__get8(z->s);
-            int tc = q >> 4;
-            int th = q & 15;
-            if (tc > 1 || th > 3) return stbi__err("bad DHT header","Corrupt JPEG");
-            for (i=0; i < 16; ++i) {
-               sizes[i] = stbi__get8(z->s);
-               n += sizes[i];
-            }
-            L -= 17;
-            if (tc == 0) {
-               if (!stbi__build_huffman(z->huff_dc+th, sizes)) return 0;
-               v = z->huff_dc[th].values;
-            } else {
-               if (!stbi__build_huffman(z->huff_ac+th, sizes)) return 0;
-               v = z->huff_ac[th].values;
-            }
-            for (i=0; i < n; ++i)
-               v[i] = stbi__get8(z->s);
-            if (tc != 0)
-               stbi__build_fast_ac(z->fast_ac[th], z->huff_ac + th);
-            L -= n;
-         }
-         return L==0;
-   }
-
-   // check for comment block or APP blocks
-   if ((m >= 0xE0 && m <= 0xEF) || m == 0xFE) {
-      L = stbi__get16be(z->s);
-      if (L < 2) {
-         if (m == 0xFE)
-            return stbi__err("bad COM len","Corrupt JPEG");
-         else
-            return stbi__err("bad APP len","Corrupt JPEG");
-      }
-      L -= 2;
-
-      if (m == 0xE0 && L >= 5) { // JFIF APP0 segment
-         static const unsigned char tag[5] = {'J','F','I','F','\0'};
-         int ok = 1;
-         int i;
-         for (i=0; i < 5; ++i)
-            if (stbi__get8(z->s) != tag[i])
-               ok = 0;
-         L -= 5;
-         if (ok)
-            z->jfif = 1;
-      } else if (m == 0xEE && L >= 12) { // Adobe APP14 segment
-         static const unsigned char tag[6] = {'A','d','o','b','e','\0'};
-         int ok = 1;
-         int i;
-         for (i=0; i < 6; ++i)
-            if (stbi__get8(z->s) != tag[i])
-               ok = 0;
-         L -= 6;
-         if (ok) {
-            stbi__get8(z->s); // version
-            stbi__get16be(z->s); // flags0
-            stbi__get16be(z->s); // flags1
-            z->app14_color_transform = stbi__get8(z->s); // color transform
-            L -= 6;
-         }
-      }
-
-      stbi__skip(z->s, L);
-      return 1;
-   }
-
-   return stbi__err("unknown marker","Corrupt JPEG");
-}
-
-// after we see SOS
-static int stbi__process_scan_header(stbi__jpeg *z)
-{
-   int i;
-   int Ls = stbi__get16be(z->s);
-   z->scan_n = stbi__get8(z->s);
-   if (z->scan_n < 1 || z->scan_n > 4 || z->scan_n > (int) z->s->img_n) return stbi__err("bad SOS component count","Corrupt JPEG");
-   if (Ls != 6+2*z->scan_n) return stbi__err("bad SOS len","Corrupt JPEG");
-   for (i=0; i < z->scan_n; ++i) {
-      int id = stbi__get8(z->s), which;
-      int q = stbi__get8(z->s);
-      for (which = 0; which < z->s->img_n; ++which)
-         if (z->img_comp[which].id == id)
-            break;
-      if (which == z->s->img_n) return 0; // no match
-      z->img_comp[which].hd = q >> 4;   if (z->img_comp[which].hd > 3) return stbi__err("bad DC huff","Corrupt JPEG");
-      z->img_comp[which].ha = q & 15;   if (z->img_comp[which].ha > 3) return stbi__err("bad AC huff","Corrupt JPEG");
-      z->order[i] = which;
-   }
-
-   {
-      int aa;
-      z->spec_start = stbi__get8(z->s);
-      z->spec_end   = stbi__get8(z->s); // should be 63, but might be 0
-      aa = stbi__get8(z->s);
-      z->succ_high = (aa >> 4);
-      z->succ_low  = (aa & 15);
-      if (z->progressive) {
-         if (z->spec_start > 63 || z->spec_end > 63  || z->spec_start > z->spec_end || z->succ_high > 13 || z->succ_low > 13)
-            return stbi__err("bad SOS", "Corrupt JPEG");
-      } else {
-         if (z->spec_start != 0) return stbi__err("bad SOS","Corrupt JPEG");
-         if (z->succ_high != 0 || z->succ_low != 0) return stbi__err("bad SOS","Corrupt JPEG");
-         z->spec_end = 63;
-      }
-   }
-
-   return 1;
-}
-
-static int stbi__free_jpeg_components(stbi__jpeg *z, int ncomp, int why)
-{
-   int i;
-   for (i=0; i < ncomp; ++i) {
-      if (z->img_comp[i].raw_data) {
-         STBI_FREE(z->img_comp[i].raw_data);
-         z->img_comp[i].raw_data = NULL;
-         z->img_comp[i].data = NULL;
-      }
-      if (z->img_comp[i].raw_coeff) {
-         STBI_FREE(z->img_comp[i].raw_coeff);
-         z->img_comp[i].raw_coeff = 0;
-         z->img_comp[i].coeff = 0;
-      }
-      if (z->img_comp[i].linebuf) {
-         STBI_FREE(z->img_comp[i].linebuf);
-         z->img_comp[i].linebuf = NULL;
-      }
-   }
-   return why;
-}
-
-static int stbi__process_frame_header(stbi__jpeg *z, int scan)
-{
-   stbi__context *s = z->s;
-   int Lf,p,i,q, h_max=1,v_max=1,c;
-   Lf = stbi__get16be(s);         if (Lf < 11) return stbi__err("bad SOF len","Corrupt JPEG"); // JPEG
-   p  = stbi__get8(s);            if (p != 8) return stbi__err("only 8-bit","JPEG format not supported: 8-bit only"); // JPEG baseline
-   s->img_y = stbi__get16be(s);   if (s->img_y == 0) return stbi__err("no header height", "JPEG format not supported: delayed height"); // Legal, but we don't handle it--but neither does IJG
-   s->img_x = stbi__get16be(s);   if (s->img_x == 0) return stbi__err("0 width","Corrupt JPEG"); // JPEG requires
-   c = stbi__get8(s);
-   if (c != 3 && c != 1 && c != 4) return stbi__err("bad component count","Corrupt JPEG");
-   s->img_n = c;
-   for (i=0; i < c; ++i) {
-      z->img_comp[i].data = NULL;
-      z->img_comp[i].linebuf = NULL;
-   }
-
-   if (Lf != 8+3*s->img_n) return stbi__err("bad SOF len","Corrupt JPEG");
-
-   z->rgb = 0;
-   for (i=0; i < s->img_n; ++i) {
-      static const unsigned char rgb[3] = { 'R', 'G', 'B' };
-      z->img_comp[i].id = stbi__get8(s);
-      if (s->img_n == 3 && z->img_comp[i].id == rgb[i])
-         ++z->rgb;
-      q = stbi__get8(s);
-      z->img_comp[i].h = (q >> 4);  if (!z->img_comp[i].h || z->img_comp[i].h > 4) return stbi__err("bad H","Corrupt JPEG");
-      z->img_comp[i].v = q & 15;    if (!z->img_comp[i].v || z->img_comp[i].v > 4) return stbi__err("bad V","Corrupt JPEG");
-      z->img_comp[i].tq = stbi__get8(s);  if (z->img_comp[i].tq > 3) return stbi__err("bad TQ","Corrupt JPEG");
-   }
-
-   if (scan != STBI__SCAN_load) return 1;
-
-   if (!stbi__mad3sizes_valid(s->img_x, s->img_y, s->img_n, 0)) return stbi__err("too large", "Image too large to decode");
-
-   for (i=0; i < s->img_n; ++i) {
-      if (z->img_comp[i].h > h_max) h_max = z->img_comp[i].h;
-      if (z->img_comp[i].v > v_max) v_max = z->img_comp[i].v;
-   }
-
-   // compute interleaved mcu info
-   z->img_h_max = h_max;
-   z->img_v_max = v_max;
-   z->img_mcu_w = h_max * 8;
-   z->img_mcu_h = v_max * 8;
-   // these sizes can't be more than 17 bits
-   z->img_mcu_x = (s->img_x + z->img_mcu_w-1) / z->img_mcu_w;
-   z->img_mcu_y = (s->img_y + z->img_mcu_h-1) / z->img_mcu_h;
-
-   for (i=0; i < s->img_n; ++i) {
-      // number of effective pixels (e.g. for non-interleaved MCU)
-      z->img_comp[i].x = (s->img_x * z->img_comp[i].h + h_max-1) / h_max;
-      z->img_comp[i].y = (s->img_y * z->img_comp[i].v + v_max-1) / v_max;
-      // to simplify generation, we'll allocate enough memory to decode
-      // the bogus oversized data from using interleaved MCUs and their
-      // big blocks (e.g. a 16x16 iMCU on an image of width 33); we won't
-      // discard the extra data until colorspace conversion
-      //
-      // img_mcu_x, img_mcu_y: <=17 bits; comp[i].h and .v are <=4 (checked earlier)
-      // so these muls can't overflow with 32-bit ints (which we require)
-      z->img_comp[i].w2 = z->img_mcu_x * z->img_comp[i].h * 8;
-      z->img_comp[i].h2 = z->img_mcu_y * z->img_comp[i].v * 8;
-      z->img_comp[i].coeff = 0;
-      z->img_comp[i].raw_coeff = 0;
-      z->img_comp[i].linebuf = NULL;
-      z->img_comp[i].raw_data = stbi__malloc_mad2(z->img_comp[i].w2, z->img_comp[i].h2, 15);
-      if (z->img_comp[i].raw_data == NULL)
-         return stbi__free_jpeg_components(z, i+1, stbi__err("outofmem", "Out of memory"));
-      // align blocks for idct using mmx/sse
-      z->img_comp[i].data = (stbi_uc*) (((size_t) z->img_comp[i].raw_data + 15) & ~15);
-      if (z->progressive) {
-         // w2, h2 are multiples of 8 (see above)
-         z->img_comp[i].coeff_w = z->img_comp[i].w2 / 8;
-         z->img_comp[i].coeff_h = z->img_comp[i].h2 / 8;
-         z->img_comp[i].raw_coeff = stbi__malloc_mad3(z->img_comp[i].w2, z->img_comp[i].h2, sizeof(short), 15);
-         if (z->img_comp[i].raw_coeff == NULL)
-            return stbi__free_jpeg_components(z, i+1, stbi__err("outofmem", "Out of memory"));
-         z->img_comp[i].coeff = (short*) (((size_t) z->img_comp[i].raw_coeff + 15) & ~15);
-      }
-   }
-
-   return 1;
-}
-
-// use comparisons since in some cases we handle more than one case (e.g. SOF)
-#define stbi__DNL(x)         ((x) == 0xdc)
-#define stbi__SOI(x)         ((x) == 0xd8)
-#define stbi__EOI(x)         ((x) == 0xd9)
-#define stbi__SOF(x)         ((x) == 0xc0 || (x) == 0xc1 || (x) == 0xc2)
-#define stbi__SOS(x)         ((x) == 0xda)
-
-#define stbi__SOF_progressive(x)   ((x) == 0xc2)
-
-static int stbi__decode_jpeg_header(stbi__jpeg *z, int scan)
-{
-   int m;
-   z->jfif = 0;
-   z->app14_color_transform = -1; // valid values are 0,1,2
-   z->marker = STBI__MARKER_none; // initialize cached marker to empty
-   m = stbi__get_marker(z);
-   if (!stbi__SOI(m)) return stbi__err("no SOI","Corrupt JPEG");
-   if (scan == STBI__SCAN_type) return 1;
-   m = stbi__get_marker(z);
-   while (!stbi__SOF(m)) {
-      if (!stbi__process_marker(z,m)) return 0;
-      m = stbi__get_marker(z);
-      while (m == STBI__MARKER_none) {
-         // some files have extra padding after their blocks, so ok, we'll scan
-         if (stbi__at_eof(z->s)) return stbi__err("no SOF", "Corrupt JPEG");
-         m = stbi__get_marker(z);
-      }
-   }
-   z->progressive = stbi__SOF_progressive(m);
-   if (!stbi__process_frame_header(z, scan)) return 0;
-   return 1;
-}
-
-// decode image to YCbCr format
-static int stbi__decode_jpeg_image(stbi__jpeg *j)
-{
-   int m;
-   for (m = 0; m < 4; m++) {
-      j->img_comp[m].raw_data = NULL;
-      j->img_comp[m].raw_coeff = NULL;
-   }
-   j->restart_interval = 0;
-   if (!stbi__decode_jpeg_header(j, STBI__SCAN_load)) return 0;
-   m = stbi__get_marker(j);
-   while (!stbi__EOI(m)) {
-      if (stbi__SOS(m)) {
-         if (!stbi__process_scan_header(j)) return 0;
-         if (!stbi__parse_entropy_coded_data(j)) return 0;
-         if (j->marker == STBI__MARKER_none ) {
-            // handle 0s at the end of image data from IP Kamera 9060
-            while (!stbi__at_eof(j->s)) {
-               int x = stbi__get8(j->s);
-               if (x == 255) {
-                  j->marker = stbi__get8(j->s);
-                  break;
-               }
-            }
-            // if we reach eof without hitting a marker, stbi__get_marker() below will fail and we'll eventually return 0
-         }
-      } else if (stbi__DNL(m)) {
-         int Ld = stbi__get16be(j->s);
-         stbi__uint32 NL = stbi__get16be(j->s);
-         if (Ld != 4) return stbi__err("bad DNL len", "Corrupt JPEG");
-         if (NL != j->s->img_y) return stbi__err("bad DNL height", "Corrupt JPEG");
-      } else {
-         if (!stbi__process_marker(j, m)) return 0;
-      }
-      m = stbi__get_marker(j);
-   }
-   if (j->progressive)
-      stbi__jpeg_finish(j);
-   return 1;
-}
-
-// static jfif-centered resampling (across block boundaries)
-
-typedef stbi_uc *(*resample_row_func)(stbi_uc *out, stbi_uc *in0, stbi_uc *in1,
-                                    int w, int hs);
-
-#define stbi__div4(x) ((stbi_uc) ((x) >> 2))
-
-static stbi_uc *resample_row_1(stbi_uc *out, stbi_uc *in_near, stbi_uc *in_far, int w, int hs)
-{
-   STBI_NOTUSED(out);
-   STBI_NOTUSED(in_far);
-   STBI_NOTUSED(w);
-   STBI_NOTUSED(hs);
-   return in_near;
-}
-
-static stbi_uc* stbi__resample_row_v_2(stbi_uc *out, stbi_uc *in_near, stbi_uc *in_far, int w, int hs)
-{
-   // need to generate two samples vertically for every one in input
-   int i;
-   STBI_NOTUSED(hs);
-   for (i=0; i < w; ++i)
-      out[i] = stbi__div4(3*in_near[i] + in_far[i] + 2);
-   return out;
-}
-
-static stbi_uc*  stbi__resample_row_h_2(stbi_uc *out, stbi_uc *in_near, stbi_uc *in_far, int w, int hs)
-{
-   // need to generate two samples horizontally for every one in input
-   int i;
-   stbi_uc *input = in_near;
-
-   if (w == 1) {
-      // if only one sample, can't do any interpolation
-      out[0] = out[1] = input[0];
-      return out;
-   }
-
-   out[0] = input[0];
-   out[1] = stbi__div4(input[0]*3 + input[1] + 2);
-   for (i=1; i < w-1; ++i) {
-      int n = 3*input[i]+2;
-      out[i*2+0] = stbi__div4(n+input[i-1]);
-      out[i*2+1] = stbi__div4(n+input[i+1]);
-   }
-   out[i*2+0] = stbi__div4(input[w-2]*3 + input[w-1] + 2);
-   out[i*2+1] = input[w-1];
-
-   STBI_NOTUSED(in_far);
-   STBI_NOTUSED(hs);
-
-   return out;
-}
-
-#define stbi__div16(x) ((stbi_uc) ((x) >> 4))
-
-static stbi_uc *stbi__resample_row_hv_2(stbi_uc *out, stbi_uc *in_near, stbi_uc *in_far, int w, int hs)
-{
-   // need to generate 2x2 samples for every one in input
-   int i,t0,t1;
-   if (w == 1) {
-      out[0] = out[1] = stbi__div4(3*in_near[0] + in_far[0] + 2);
-      return out;
-   }
-
-   t1 = 3*in_near[0] + in_far[0];
-   out[0] = stbi__div4(t1+2);
-   for (i=1; i < w; ++i) {
-      t0 = t1;
-      t1 = 3*in_near[i]+in_far[i];
-      out[i*2-1] = stbi__div16(3*t0 + t1 + 8);
-      out[i*2  ] = stbi__div16(3*t1 + t0 + 8);
-   }
-   out[w*2-1] = stbi__div4(t1+2);
-
-   STBI_NOTUSED(hs);
-
-   return out;
-}
-
-#if defined(STBI_SSE2) || defined(STBI_NEON)
-static stbi_uc *stbi__resample_row_hv_2_simd(stbi_uc *out, stbi_uc *in_near, stbi_uc *in_far, int w, int hs)
-{
-   // need to generate 2x2 samples for every one in input
-   int i=0,t0,t1;
-
-   if (w == 1) {
-      out[0] = out[1] = stbi__div4(3*in_near[0] + in_far[0] + 2);
-      return out;
-   }
-
-   t1 = 3*in_near[0] + in_far[0];
-   // process groups of 8 pixels for as long as we can.
-   // note we can't handle the last pixel in a row in this loop
-   // because we need to handle the filter boundary conditions.
-   for (; i < ((w-1) & ~7); i += 8) {
-#if defined(STBI_SSE2)
-      // load and perform the vertical filtering pass
-      // this uses 3*x + y = 4*x + (y - x)
-      __m128i zero  = _mm_setzero_si128();
-      __m128i farb  = _mm_loadl_epi64((__m128i *) (in_far + i));
-      __m128i nearb = _mm_loadl_epi64((__m128i *) (in_near + i));
-      __m128i farw  = _mm_unpacklo_epi8(farb, zero);
-      __m128i nearw = _mm_unpacklo_epi8(nearb, zero);
-      __m128i diff  = _mm_sub_epi16(farw, nearw);
-      __m128i nears = _mm_slli_epi16(nearw, 2);
-      __m128i curr  = _mm_add_epi16(nears, diff); // current row
-
-      // horizontal filter works the same based on shifted vers of current
-      // row. "prev" is current row shifted right by 1 pixel; we need to
-      // insert the previous pixel value (from t1).
-      // "next" is current row shifted left by 1 pixel, with first pixel
-      // of next block of 8 pixels added in.
-      __m128i prv0 = _mm_slli_si128(curr, 2);
-      __m128i nxt0 = _mm_srli_si128(curr, 2);
-      __m128i prev = _mm_insert_epi16(prv0, t1, 0);
-      __m128i next = _mm_insert_epi16(nxt0, 3*in_near[i+8] + in_far[i+8], 7);
-
-      // horizontal filter, polyphase implementation since it's convenient:
-      // even pixels = 3*cur + prev = cur*4 + (prev - cur)
-      // odd  pixels = 3*cur + next = cur*4 + (next - cur)
-      // note the shared term.
-      __m128i bias  = _mm_set1_epi16(8);
-      __m128i curs = _mm_slli_epi16(curr, 2);
-      __m128i prvd = _mm_sub_epi16(prev, curr);
-      __m128i nxtd = _mm_sub_epi16(next, curr);
-      __m128i curb = _mm_add_epi16(curs, bias);
-      __m128i even = _mm_add_epi16(prvd, curb);
-      __m128i odd  = _mm_add_epi16(nxtd, curb);
-
-      // interleave even and odd pixels, then undo scaling.
-      __m128i int0 = _mm_unpacklo_epi16(even, odd);
-      __m128i int1 = _mm_unpackhi_epi16(even, odd);
-      __m128i de0  = _mm_srli_epi16(int0, 4);
-      __m128i de1  = _mm_srli_epi16(int1, 4);
-
-      // pack and write output
-      __m128i outv = _mm_packus_epi16(de0, de1);
-      _mm_storeu_si128((__m128i *) (out + i*2), outv);
-#elif defined(STBI_NEON)
-      // load and perform the vertical filtering pass
-      // this uses 3*x + y = 4*x + (y - x)
-      uint8x8_t farb  = vld1_u8(in_far + i);
-      uint8x8_t nearb = vld1_u8(in_near + i);
-      int16x8_t diff  = vreinterpretq_s16_u16(vsubl_u8(farb, nearb));
-      int16x8_t nears = vreinterpretq_s16_u16(vshll_n_u8(nearb, 2));
-      int16x8_t curr  = vaddq_s16(nears, diff); // current row
-
-      // horizontal filter works the same based on shifted vers of current
-      // row. "prev" is current row shifted right by 1 pixel; we need to
-      // insert the previous pixel value (from t1).
-      // "next" is current row shifted left by 1 pixel, with first pixel
-      // of next block of 8 pixels added in.
-      int16x8_t prv0 = vextq_s16(curr, curr, 7);
-      int16x8_t nxt0 = vextq_s16(curr, curr, 1);
-      int16x8_t prev = vsetq_lane_s16(t1, prv0, 0);
-      int16x8_t next = vsetq_lane_s16(3*in_near[i+8] + in_far[i+8], nxt0, 7);
-
-      // horizontal filter, polyphase implementation since it's convenient:
-      // even pixels = 3*cur + prev = cur*4 + (prev - cur)
-      // odd  pixels = 3*cur + next = cur*4 + (next - cur)
-      // note the shared term.
-      int16x8_t curs = vshlq_n_s16(curr, 2);
-      int16x8_t prvd = vsubq_s16(prev, curr);
-      int16x8_t nxtd = vsubq_s16(next, curr);
-      int16x8_t even = vaddq_s16(curs, prvd);
-      int16x8_t odd  = vaddq_s16(curs, nxtd);
-
-      // undo scaling and round, then store with even/odd phases interleaved
-      uint8x8x2_t o;
-      o.val[0] = vqrshrun_n_s16(even, 4);
-      o.val[1] = vqrshrun_n_s16(odd,  4);
-      vst2_u8(out + i*2, o);
-#endif
-
-      // "previous" value for next iter
-      t1 = 3*in_near[i+7] + in_far[i+7];
-   }
-
-   t0 = t1;
-   t1 = 3*in_near[i] + in_far[i];
-   out[i*2] = stbi__div16(3*t1 + t0 + 8);
-
-   for (++i; i < w; ++i) {
-      t0 = t1;
-      t1 = 3*in_near[i]+in_far[i];
-      out[i*2-1] = stbi__div16(3*t0 + t1 + 8);
-      out[i*2  ] = stbi__div16(3*t1 + t0 + 8);
-   }
-   out[w*2-1] = stbi__div4(t1+2);
-
-   STBI_NOTUSED(hs);
-
-   return out;
-}
-#endif
-
-static stbi_uc *stbi__resample_row_generic(stbi_uc *out, stbi_uc *in_near, stbi_uc *in_far, int w, int hs)
-{
-   // resample with nearest-neighbor
-   int i,j;
-   STBI_NOTUSED(in_far);
-   for (i=0; i < w; ++i)
-      for (j=0; j < hs; ++j)
-         out[i*hs+j] = in_near[i];
-   return out;
-}
-
-// this is a reduced-precision calculation of YCbCr-to-RGB introduced
-// to make sure the code produces the same results in both SIMD and scalar
-#define stbi__float2fixed(x)  (((int) ((x) * 4096.0f + 0.5f)) << 8)
-static void stbi__YCbCr_to_RGB_row(stbi_uc *out, const stbi_uc *y, const stbi_uc *pcb, const stbi_uc *pcr, int count, int step)
-{
-   int i;
-   for (i=0; i < count; ++i) {
-      int y_fixed = (y[i] << 20) + (1<<19); // rounding
-      int r,g,b;
-      int cr = pcr[i] - 128;
-      int cb = pcb[i] - 128;
-      r = y_fixed +  cr* stbi__float2fixed(1.40200f);
-      g = y_fixed + (cr*-stbi__float2fixed(0.71414f)) + ((cb*-stbi__float2fixed(0.34414f)) & 0xffff0000);
-      b = y_fixed                                     +   cb* stbi__float2fixed(1.77200f);
-      r >>= 20;
-      g >>= 20;
-      b >>= 20;
-      if ((unsigned) r > 255) { if (r < 0) r = 0; else r = 255; }
-      if ((unsigned) g > 255) { if (g < 0) g = 0; else g = 255; }
-      if ((unsigned) b > 255) { if (b < 0) b = 0; else b = 255; }
-      out[0] = (stbi_uc)r;
-      out[1] = (stbi_uc)g;
-      out[2] = (stbi_uc)b;
-      out[3] = 255;
-      out += step;
-   }
-}
-
-#if defined(STBI_SSE2) || defined(STBI_NEON)
-static void stbi__YCbCr_to_RGB_simd(stbi_uc *out, stbi_uc const *y, stbi_uc const *pcb, stbi_uc const *pcr, int count, int step)
-{
-   int i = 0;
-
-#ifdef STBI_SSE2
-   // step == 3 is pretty ugly on the final interleave, and i'm not convinced
-   // it's useful in practice (you wouldn't use it for textures, for example).
-   // so just accelerate step == 4 case.
-   if (step == 4) {
-      // this is a fairly straightforward implementation and not super-optimized.
-      __m128i signflip  = _mm_set1_epi8(-0x80);
-      __m128i cr_const0 = _mm_set1_epi16(   (short) ( 1.40200f*4096.0f+0.5f));
-      __m128i cr_const1 = _mm_set1_epi16( - (short) ( 0.71414f*4096.0f+0.5f));
-      __m128i cb_const0 = _mm_set1_epi16( - (short) ( 0.34414f*4096.0f+0.5f));
-      __m128i cb_const1 = _mm_set1_epi16(   (short) ( 1.77200f*4096.0f+0.5f));
-      __m128i y_bias = _mm_set1_epi8((char) (unsigned char) 128);
-      __m128i xw = _mm_set1_epi16(255); // alpha channel
-
-      for (; i+7 < count; i += 8) {
-         // load
-         __m128i y_bytes = _mm_loadl_epi64((__m128i *) (y+i));
-         __m128i cr_bytes = _mm_loadl_epi64((__m128i *) (pcr+i));
-         __m128i cb_bytes = _mm_loadl_epi64((__m128i *) (pcb+i));
-         __m128i cr_biased = _mm_xor_si128(cr_bytes, signflip); // -128
-         __m128i cb_biased = _mm_xor_si128(cb_bytes, signflip); // -128
-
-         // unpack to short (and left-shift cr, cb by 8)
-         __m128i yw  = _mm_unpacklo_epi8(y_bias, y_bytes);
-         __m128i crw = _mm_unpacklo_epi8(_mm_setzero_si128(), cr_biased);
-         __m128i cbw = _mm_unpacklo_epi8(_mm_setzero_si128(), cb_biased);
-
-         // color transform
-         __m128i yws = _mm_srli_epi16(yw, 4);
-         __m128i cr0 = _mm_mulhi_epi16(cr_const0, crw);
-         __m128i cb0 = _mm_mulhi_epi16(cb_const0, cbw);
-         __m128i cb1 = _mm_mulhi_epi16(cbw, cb_const1);
-         __m128i cr1 = _mm_mulhi_epi16(crw, cr_const1);
-         __m128i rws = _mm_add_epi16(cr0, yws);
-         __m128i gwt = _mm_add_epi16(cb0, yws);
-         __m128i bws = _mm_add_epi16(yws, cb1);
-         __m128i gws = _mm_add_epi16(gwt, cr1);
-
-         // descale
-         __m128i rw = _mm_srai_epi16(rws, 4);
-         __m128i bw = _mm_srai_epi16(bws, 4);
-         __m128i gw = _mm_srai_epi16(gws, 4);
-
-         // back to byte, set up for transpose
-         __m128i brb = _mm_packus_epi16(rw, bw);
-         __m128i gxb = _mm_packus_epi16(gw, xw);
-
-         // transpose to interleave channels
-         __m128i t0 = _mm_unpacklo_epi8(brb, gxb);
-         __m128i t1 = _mm_unpackhi_epi8(brb, gxb);
-         __m128i o0 = _mm_unpacklo_epi16(t0, t1);
-         __m128i o1 = _mm_unpackhi_epi16(t0, t1);
-
-         // store
-         _mm_storeu_si128((__m128i *) (out + 0), o0);
-         _mm_storeu_si128((__m128i *) (out + 16), o1);
-         out += 32;
-      }
-   }
-#endif
-
-#ifdef STBI_NEON
-   // in this version, step=3 support would be easy to add. but is there demand?
-   if (step == 4) {
-      // this is a fairly straightforward implementation and not super-optimized.
-      uint8x8_t signflip = vdup_n_u8(0x80);
-      int16x8_t cr_const0 = vdupq_n_s16(   (short) ( 1.40200f*4096.0f+0.5f));
-      int16x8_t cr_const1 = vdupq_n_s16( - (short) ( 0.71414f*4096.0f+0.5f));
-      int16x8_t cb_const0 = vdupq_n_s16( - (short) ( 0.34414f*4096.0f+0.5f));
-      int16x8_t cb_const1 = vdupq_n_s16(   (short) ( 1.77200f*4096.0f+0.5f));
-
-      for (; i+7 < count; i += 8) {
-         // load
-         uint8x8_t y_bytes  = vld1_u8(y + i);
-         uint8x8_t cr_bytes = vld1_u8(pcr + i);
-         uint8x8_t cb_bytes = vld1_u8(pcb + i);
-         int8x8_t cr_biased = vreinterpret_s8_u8(vsub_u8(cr_bytes, signflip));
-         int8x8_t cb_biased = vreinterpret_s8_u8(vsub_u8(cb_bytes, signflip));
-
-         // expand to s16
-         int16x8_t yws = vreinterpretq_s16_u16(vshll_n_u8(y_bytes, 4));
-         int16x8_t crw = vshll_n_s8(cr_biased, 7);
-         int16x8_t cbw = vshll_n_s8(cb_biased, 7);
-
-         // color transform
-         int16x8_t cr0 = vqdmulhq_s16(crw, cr_const0);
-         int16x8_t cb0 = vqdmulhq_s16(cbw, cb_const0);
-         int16x8_t cr1 = vqdmulhq_s16(crw, cr_const1);
-         int16x8_t cb1 = vqdmulhq_s16(cbw, cb_const1);
-         int16x8_t rws = vaddq_s16(yws, cr0);
-         int16x8_t gws = vaddq_s16(vaddq_s16(yws, cb0), cr1);
-         int16x8_t bws = vaddq_s16(yws, cb1);
-
-         // undo scaling, round, convert to byte
-         uint8x8x4_t o;
-         o.val[0] = vqrshrun_n_s16(rws, 4);
-         o.val[1] = vqrshrun_n_s16(gws, 4);
-         o.val[2] = vqrshrun_n_s16(bws, 4);
-         o.val[3] = vdup_n_u8(255);
-
-         // store, interleaving r/g/b/a
-         vst4_u8(out, o);
-         out += 8*4;
-      }
-   }
-#endif
-
-   for (; i < count; ++i) {
-      int y_fixed = (y[i] << 20) + (1<<19); // rounding
-      int r,g,b;
-      int cr = pcr[i] - 128;
-      int cb = pcb[i] - 128;
-      r = y_fixed + cr* stbi__float2fixed(1.40200f);
-      g = y_fixed + cr*-stbi__float2fixed(0.71414f) + ((cb*-stbi__float2fixed(0.34414f)) & 0xffff0000);
-      b = y_fixed                                   +   cb* stbi__float2fixed(1.77200f);
-      r >>= 20;
-      g >>= 20;
-      b >>= 20;
-      if ((unsigned) r > 255) { if (r < 0) r = 0; else r = 255; }
-      if ((unsigned) g > 255) { if (g < 0) g = 0; else g = 255; }
-      if ((unsigned) b > 255) { if (b < 0) b = 0; else b = 255; }
-      out[0] = (stbi_uc)r;
-      out[1] = (stbi_uc)g;
-      out[2] = (stbi_uc)b;
-      out[3] = 255;
-      out += step;
-   }
-}
-#endif
-
-// set up the kernels
-static void stbi__setup_jpeg(stbi__jpeg *j)
-{
-   j->idct_block_kernel = stbi__idct_block;
-   j->YCbCr_to_RGB_kernel = stbi__YCbCr_to_RGB_row;
-   j->resample_row_hv_2_kernel = stbi__resample_row_hv_2;
-
-#ifdef STBI_SSE2
-   if (stbi__sse2_available()) {
-      j->idct_block_kernel = stbi__idct_simd;
-      j->YCbCr_to_RGB_kernel = stbi__YCbCr_to_RGB_simd;
-      j->resample_row_hv_2_kernel = stbi__resample_row_hv_2_simd;
-   }
-#endif
-
-#ifdef STBI_NEON
-   j->idct_block_kernel = stbi__idct_simd;
-   j->YCbCr_to_RGB_kernel = stbi__YCbCr_to_RGB_simd;
-   j->resample_row_hv_2_kernel = stbi__resample_row_hv_2_simd;
-#endif
-}
-
-// clean up the temporary component buffers
-static void stbi__cleanup_jpeg(stbi__jpeg *j)
-{
-   stbi__free_jpeg_components(j, j->s->img_n, 0);
-}
-
-typedef struct
-{
-   resample_row_func resample;
-   stbi_uc *line0,*line1;
-   int hs,vs;   // expansion factor in each axis
-   int w_lores; // horizontal pixels pre-expansion
-   int ystep;   // how far through vertical expansion we are
-   int ypos;    // which pre-expansion row we're on
-} stbi__resample;
-
-// fast 0..255 * 0..255 => 0..255 rounded multiplication
-static stbi_uc stbi__blinn_8x8(stbi_uc x, stbi_uc y)
-{
-   unsigned int t = x*y + 128;
-   return (stbi_uc) ((t + (t >>8)) >> 8);
-}
-
-static stbi_uc *load_jpeg_image(stbi__jpeg *z, int *out_x, int *out_y, int *comp, int req_comp)
-{
-   int n, decode_n, is_rgb;
-   z->s->img_n = 0; // make stbi__cleanup_jpeg safe
-
-   // validate req_comp
-   if (req_comp < 0 || req_comp > 4) return stbi__errpuc("bad req_comp", "Internal error");
-
-   // load a jpeg image from whichever source, but leave in YCbCr format
-   if (!stbi__decode_jpeg_image(z)) { stbi__cleanup_jpeg(z); return NULL; }
-
-   // determine actual number of components to generate
-   n = req_comp ? req_comp : z->s->img_n >= 3 ? 3 : 1;
-
-   is_rgb = z->s->img_n == 3 && (z->rgb == 3 || (z->app14_color_transform == 0 && !z->jfif));
-
-   if (z->s->img_n == 3 && n < 3 && !is_rgb)
-      decode_n = 1;
-   else
-      decode_n = z->s->img_n;
-
-   // resample and color-convert
-   {
-      int k;
-      unsigned int i,j;
-      stbi_uc *output;
-      stbi_uc *coutput[4] = { NULL, NULL, NULL, NULL };
-
-      stbi__resample res_comp[4];
-
-      for (k=0; k < decode_n; ++k) {
-         stbi__resample *r = &res_comp[k];
-
-         // allocate line buffer big enough for upsampling off the edges
-         // with upsample factor of 4
-         z->img_comp[k].linebuf = (stbi_uc *) stbi__malloc(z->s->img_x + 3);
-         if (!z->img_comp[k].linebuf) { stbi__cleanup_jpeg(z); return stbi__errpuc("outofmem", "Out of memory"); }
-
-         r->hs      = z->img_h_max / z->img_comp[k].h;
-         r->vs      = z->img_v_max / z->img_comp[k].v;
-         r->ystep   = r->vs >> 1;
-         r->w_lores = (z->s->img_x + r->hs-1) / r->hs;
-         r->ypos    = 0;
-         r->line0   = r->line1 = z->img_comp[k].data;
-
-         if      (r->hs == 1 && r->vs == 1) r->resample = resample_row_1;
-         else if (r->hs == 1 && r->vs == 2) r->resample = stbi__resample_row_v_2;
-         else if (r->hs == 2 && r->vs == 1) r->resample = stbi__resample_row_h_2;
-         else if (r->hs == 2 && r->vs == 2) r->resample = z->resample_row_hv_2_kernel;
-         else                               r->resample = stbi__resample_row_generic;
-      }
-
-      // can't error after this so, this is safe
-      output = (stbi_uc *) stbi__malloc_mad3(n, z->s->img_x, z->s->img_y, 1);
-      if (!output) { stbi__cleanup_jpeg(z); return stbi__errpuc("outofmem", "Out of memory"); }
-
-      // now go ahead and resample
-      for (j=0; j < z->s->img_y; ++j) {
-         stbi_uc *out = output + n * z->s->img_x * j;
-         for (k=0; k < decode_n; ++k) {
-            stbi__resample *r = &res_comp[k];
-            int y_bot = r->ystep >= (r->vs >> 1);
-            coutput[k] = r->resample(z->img_comp[k].linebuf,
-                                     y_bot ? r->line1 : r->line0,
-                                     y_bot ? r->line0 : r->line1,
-                                     r->w_lores, r->hs);
-            if (++r->ystep >= r->vs) {
-               r->ystep = 0;
-               r->line0 = r->line1;
-               if (++r->ypos < z->img_comp[k].y)
-                  r->line1 += z->img_comp[k].w2;
-            }
-         }
-         if (n >= 3) {
-            stbi_uc *y = coutput[0];
-            if (z->s->img_n == 3) {
-               if (is_rgb) {
-                  for (i=0; i < z->s->img_x; ++i) {
-                     out[0] = y[i];
-                     out[1] = coutput[1][i];
-                     out[2] = coutput[2][i];
-                     out[3] = 255;
-                     out += n;
-                  }
-               } else {
-                  z->YCbCr_to_RGB_kernel(out, y, coutput[1], coutput[2], z->s->img_x, n);
-               }
-            } else if (z->s->img_n == 4) {
-               if (z->app14_color_transform == 0) { // CMYK
-                  for (i=0; i < z->s->img_x; ++i) {
-                     stbi_uc m = coutput[3][i];
-                     out[0] = stbi__blinn_8x8(coutput[0][i], m);
-                     out[1] = stbi__blinn_8x8(coutput[1][i], m);
-                     out[2] = stbi__blinn_8x8(coutput[2][i], m);
-                     out[3] = 255;
-                     out += n;
-                  }
-               } else if (z->app14_color_transform == 2) { // YCCK
-                  z->YCbCr_to_RGB_kernel(out, y, coutput[1], coutput[2], z->s->img_x, n);
-                  for (i=0; i < z->s->img_x; ++i) {
-                     stbi_uc m = coutput[3][i];
-                     out[0] = stbi__blinn_8x8(255 - out[0], m);
-                     out[1] = stbi__blinn_8x8(255 - out[1], m);
-                     out[2] = stbi__blinn_8x8(255 - out[2], m);
-                     out += n;
-                  }
-               } else { // YCbCr + alpha?  Ignore the fourth channel for now
-                  z->YCbCr_to_RGB_kernel(out, y, coutput[1], coutput[2], z->s->img_x, n);
-               }
-            } else
-               for (i=0; i < z->s->img_x; ++i) {
-                  out[0] = out[1] = out[2] = y[i];
-                  out[3] = 255; // not used if n==3
-                  out += n;
-               }
-         } else {
-            if (is_rgb) {
-               if (n == 1)
-                  for (i=0; i < z->s->img_x; ++i)
-                     *out++ = stbi__compute_y(coutput[0][i], coutput[1][i], coutput[2][i]);
-               else {
-                  for (i=0; i < z->s->img_x; ++i, out += 2) {
-                     out[0] = stbi__compute_y(coutput[0][i], coutput[1][i], coutput[2][i]);
-                     out[1] = 255;
-                  }
-               }
-            } else if (z->s->img_n == 4 && z->app14_color_transform == 0) {
-               for (i=0; i < z->s->img_x; ++i) {
-                  stbi_uc m = coutput[3][i];
-                  stbi_uc r = stbi__blinn_8x8(coutput[0][i], m);
-                  stbi_uc g = stbi__blinn_8x8(coutput[1][i], m);
-                  stbi_uc b = stbi__blinn_8x8(coutput[2][i], m);
-                  out[0] = stbi__compute_y(r, g, b);
-                  out[1] = 255;
-                  out += n;
-               }
-            } else if (z->s->img_n == 4 && z->app14_color_transform == 2) {
-               for (i=0; i < z->s->img_x; ++i) {
-                  out[0] = stbi__blinn_8x8(255 - coutput[0][i], coutput[3][i]);
-                  out[1] = 255;
-                  out += n;
-               }
-            } else {
-               stbi_uc *y = coutput[0];
-               if (n == 1)
-                  for (i=0; i < z->s->img_x; ++i) out[i] = y[i];
-               else
-                  for (i=0; i < z->s->img_x; ++i) { *out++ = y[i]; *out++ = 255; }
-            }
-         }
-      }
-      stbi__cleanup_jpeg(z);
-      *out_x = z->s->img_x;
-      *out_y = z->s->img_y;
-      if (comp) *comp = z->s->img_n >= 3 ? 3 : 1; // report original components, not output
-      return output;
-   }
-}
-
-static void *stbi__jpeg_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri)
-{
-   unsigned char* result;
-   stbi__jpeg* j = (stbi__jpeg*) stbi__malloc(sizeof(stbi__jpeg));
-   STBI_NOTUSED(ri);
-   j->s = s;
-   stbi__setup_jpeg(j);
-   result = load_jpeg_image(j, x,y,comp,req_comp);
-   STBI_FREE(j);
-   return result;
-}
-
-static int stbi__jpeg_test(stbi__context *s)
-{
-   int r;
-   stbi__jpeg* j = (stbi__jpeg*)stbi__malloc(sizeof(stbi__jpeg));
-   j->s = s;
-   stbi__setup_jpeg(j);
-   r = stbi__decode_jpeg_header(j, STBI__SCAN_type);
-   stbi__rewind(s);
-   STBI_FREE(j);
-   return r;
-}
-
-static int stbi__jpeg_info_raw(stbi__jpeg *j, int *x, int *y, int *comp)
-{
-   if (!stbi__decode_jpeg_header(j, STBI__SCAN_header)) {
-      stbi__rewind( j->s );
-      return 0;
-   }
-   if (x) *x = j->s->img_x;
-   if (y) *y = j->s->img_y;
-   if (comp) *comp = j->s->img_n >= 3 ? 3 : 1;
-   return 1;
-}
-
-static int stbi__jpeg_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   int result;
-   stbi__jpeg* j = (stbi__jpeg*) (stbi__malloc(sizeof(stbi__jpeg)));
-   j->s = s;
-   result = stbi__jpeg_info_raw(j, x, y, comp);
-   STBI_FREE(j);
-   return result;
-}
-#endif
-
-// public domain zlib decode    v0.2  Sean Barrett 2006-11-18
-//    simple implementation
-//      - all input must be provided in an upfront buffer
-//      - all output is written to a single output buffer (can malloc/realloc)
-//    performance
-//      - fast huffman
-
-#ifndef STBI_NO_ZLIB
-
-// fast-way is faster to check than jpeg huffman, but slow way is slower
-#define STBI__ZFAST_BITS  9 // accelerate all cases in default tables
-#define STBI__ZFAST_MASK  ((1 << STBI__ZFAST_BITS) - 1)
-
-// zlib-style huffman encoding
-// (jpegs packs from left, zlib from right, so can't share code)
-typedef struct
-{
-   stbi__uint16 fast[1 << STBI__ZFAST_BITS];
-   stbi__uint16 firstcode[16];
-   int maxcode[17];
-   stbi__uint16 firstsymbol[16];
-   stbi_uc  size[288];
-   stbi__uint16 value[288];
-} stbi__zhuffman;
-
-stbi_inline static int stbi__bitreverse16(int n)
-{
-  n = ((n & 0xAAAA) >>  1) | ((n & 0x5555) << 1);
-  n = ((n & 0xCCCC) >>  2) | ((n & 0x3333) << 2);
-  n = ((n & 0xF0F0) >>  4) | ((n & 0x0F0F) << 4);
-  n = ((n & 0xFF00) >>  8) | ((n & 0x00FF) << 8);
-  return n;
-}
-
-stbi_inline static int stbi__bit_reverse(int v, int bits)
-{
-   STBI_ASSERT(bits <= 16);
-   // to bit reverse n bits, reverse 16 and shift
-   // e.g. 11 bits, bit reverse and shift away 5
-   return stbi__bitreverse16(v) >> (16-bits);
-}
-
-static int stbi__zbuild_huffman(stbi__zhuffman *z, const stbi_uc *sizelist, int num)
-{
-   int i,k=0;
-   int code, next_code[16], sizes[17];
-
-   // DEFLATE spec for generating codes
-   memset(sizes, 0, sizeof(sizes));
-   memset(z->fast, 0, sizeof(z->fast));
-   for (i=0; i < num; ++i)
-      ++sizes[sizelist[i]];
-   sizes[0] = 0;
-   for (i=1; i < 16; ++i)
-      if (sizes[i] > (1 << i))
-         return stbi__err("bad sizes", "Corrupt PNG");
-   code = 0;
-   for (i=1; i < 16; ++i) {
-      next_code[i] = code;
-      z->firstcode[i] = (stbi__uint16) code;
-      z->firstsymbol[i] = (stbi__uint16) k;
-      code = (code + sizes[i]);
-      if (sizes[i])
-         if (code-1 >= (1 << i)) return stbi__err("bad codelengths","Corrupt PNG");
-      z->maxcode[i] = code << (16-i); // preshift for inner loop
-      code <<= 1;
-      k += sizes[i];
-   }
-   z->maxcode[16] = 0x10000; // sentinel
-   for (i=0; i < num; ++i) {
-      int s = sizelist[i];
-      if (s) {
-         int c = next_code[s] - z->firstcode[s] + z->firstsymbol[s];
-         stbi__uint16 fastv = (stbi__uint16) ((s << 9) | i);
-         z->size [c] = (stbi_uc     ) s;
-         z->value[c] = (stbi__uint16) i;
-         if (s <= STBI__ZFAST_BITS) {
-            int j = stbi__bit_reverse(next_code[s],s);
-            while (j < (1 << STBI__ZFAST_BITS)) {
-               z->fast[j] = fastv;
-               j += (1 << s);
-            }
-         }
-         ++next_code[s];
-      }
-   }
-   return 1;
-}
-
-// zlib-from-memory implementation for PNG reading
-//    because PNG allows splitting the zlib stream arbitrarily,
-//    and it's annoying structurally to have PNG call ZLIB call PNG,
-//    we require PNG read all the IDATs and combine them into a single
-//    memory buffer
-
-typedef struct
-{
-   stbi_uc *zbuffer, *zbuffer_end;
-   int num_bits;
-   stbi__uint32 code_buffer;
-
-   char *zout;
-   char *zout_start;
-   char *zout_end;
-   int   z_expandable;
-
-   stbi__zhuffman z_length, z_distance;
-} stbi__zbuf;
-
-stbi_inline static stbi_uc stbi__zget8(stbi__zbuf *z)
-{
-   if (z->zbuffer >= z->zbuffer_end) return 0;
-   return *z->zbuffer++;
-}
-
-static void stbi__fill_bits(stbi__zbuf *z)
-{
-   do {
-      STBI_ASSERT(z->code_buffer < (1U << z->num_bits));
-      z->code_buffer |= (unsigned int) stbi__zget8(z) << z->num_bits;
-      z->num_bits += 8;
-   } while (z->num_bits <= 24);
-}
-
-stbi_inline static unsigned int stbi__zreceive(stbi__zbuf *z, int n)
-{
-   unsigned int k;
-   if (z->num_bits < n) stbi__fill_bits(z);
-   k = z->code_buffer & ((1 << n) - 1);
-   z->code_buffer >>= n;
-   z->num_bits -= n;
-   return k;
-}
-
-static int stbi__zhuffman_decode_slowpath(stbi__zbuf *a, stbi__zhuffman *z)
-{
-   int b,s,k;
-   // not resolved by fast table, so compute it the slow way
-   // use jpeg approach, which requires MSbits at top
-   k = stbi__bit_reverse(a->code_buffer, 16);
-   for (s=STBI__ZFAST_BITS+1; ; ++s)
-      if (k < z->maxcode[s])
-         break;
-   if (s == 16) return -1; // invalid code!
-   // code size is s, so:
-   b = (k >> (16-s)) - z->firstcode[s] + z->firstsymbol[s];
-   STBI_ASSERT(z->size[b] == s);
-   a->code_buffer >>= s;
-   a->num_bits -= s;
-   return z->value[b];
-}
-
-stbi_inline static int stbi__zhuffman_decode(stbi__zbuf *a, stbi__zhuffman *z)
-{
-   int b,s;
-   if (a->num_bits < 16) stbi__fill_bits(a);
-   b = z->fast[a->code_buffer & STBI__ZFAST_MASK];
-   if (b) {
-      s = b >> 9;
-      a->code_buffer >>= s;
-      a->num_bits -= s;
-      return b & 511;
-   }
-   return stbi__zhuffman_decode_slowpath(a, z);
-}
-
-static int stbi__zexpand(stbi__zbuf *z, char *zout, int n)  // need to make room for n bytes
-{
-   char *q;
-   int cur, limit, old_limit;
-   z->zout = zout;
-   if (!z->z_expandable) return stbi__err("output buffer limit","Corrupt PNG");
-   cur   = (int) (z->zout     - z->zout_start);
-   limit = old_limit = (int) (z->zout_end - z->zout_start);
-   while (cur + n > limit)
-      limit *= 2;
-   q = (char *) STBI_REALLOC_SIZED(z->zout_start, old_limit, limit);
-   STBI_NOTUSED(old_limit);
-   if (q == NULL) return stbi__err("outofmem", "Out of memory");
-   z->zout_start = q;
-   z->zout       = q + cur;
-   z->zout_end   = q + limit;
-   return 1;
-}
-
-static const int stbi__zlength_base[31] = {
-   3,4,5,6,7,8,9,10,11,13,
-   15,17,19,23,27,31,35,43,51,59,
-   67,83,99,115,131,163,195,227,258,0,0 };
-
-static const int stbi__zlength_extra[31]=
-{ 0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4,5,5,5,5,0,0,0 };
-
-static const int stbi__zdist_base[32] = { 1,2,3,4,5,7,9,13,17,25,33,49,65,97,129,193,
-257,385,513,769,1025,1537,2049,3073,4097,6145,8193,12289,16385,24577,0,0};
-
-static const int stbi__zdist_extra[32] =
-{ 0,0,0,0,1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13};
-
-static int stbi__parse_huffman_block(stbi__zbuf *a)
-{
-   char *zout = a->zout;
-   for(;;) {
-      int z = stbi__zhuffman_decode(a, &a->z_length);
-      if (z < 256) {
-         if (z < 0) return stbi__err("bad huffman code","Corrupt PNG"); // error in huffman codes
-         if (zout >= a->zout_end) {
-            if (!stbi__zexpand(a, zout, 1)) return 0;
-            zout = a->zout;
-         }
-         *zout++ = (char) z;
-      } else {
-         stbi_uc *p;
-         int len,dist;
-         if (z == 256) {
-            a->zout = zout;
-            return 1;
-         }
-         z -= 257;
-         len = stbi__zlength_base[z];
-         if (stbi__zlength_extra[z]) len += stbi__zreceive(a, stbi__zlength_extra[z]);
-         z = stbi__zhuffman_decode(a, &a->z_distance);
-         if (z < 0) return stbi__err("bad huffman code","Corrupt PNG");
-         dist = stbi__zdist_base[z];
-         if (stbi__zdist_extra[z]) dist += stbi__zreceive(a, stbi__zdist_extra[z]);
-         if (zout - a->zout_start < dist) return stbi__err("bad dist","Corrupt PNG");
-         if (zout + len > a->zout_end) {
-            if (!stbi__zexpand(a, zout, len)) return 0;
-            zout = a->zout;
-         }
-         p = (stbi_uc *) (zout - dist);
-         if (dist == 1) { // run of one byte; common in images.
-            stbi_uc v = *p;
-            if (len) { do *zout++ = v; while (--len); }
-         } else {
-            if (len) { do *zout++ = *p++; while (--len); }
-         }
-      }
-   }
-}
-
-static int stbi__compute_huffman_codes(stbi__zbuf *a)
-{
-   static const stbi_uc length_dezigzag[19] = { 16,17,18,0,8,7,9,6,10,5,11,4,12,3,13,2,14,1,15 };
-   stbi__zhuffman z_codelength;
-   stbi_uc lencodes[286+32+137];//padding for maximum single op
-   stbi_uc codelength_sizes[19];
-   int i,n;
-
-   int hlit  = stbi__zreceive(a,5) + 257;
-   int hdist = stbi__zreceive(a,5) + 1;
-   int hclen = stbi__zreceive(a,4) + 4;
-   int ntot  = hlit + hdist;
-
-   memset(codelength_sizes, 0, sizeof(codelength_sizes));
-   for (i=0; i < hclen; ++i) {
-      int s = stbi__zreceive(a,3);
-      codelength_sizes[length_dezigzag[i]] = (stbi_uc) s;
-   }
-   if (!stbi__zbuild_huffman(&z_codelength, codelength_sizes, 19)) return 0;
-
-   n = 0;
-   while (n < ntot) {
-      int c = stbi__zhuffman_decode(a, &z_codelength);
-      if (c < 0 || c >= 19) return stbi__err("bad codelengths", "Corrupt PNG");
-      if (c < 16)
-         lencodes[n++] = (stbi_uc) c;
-      else {
-         stbi_uc fill = 0;
-         if (c == 16) {
-            c = stbi__zreceive(a,2)+3;
-            if (n == 0) return stbi__err("bad codelengths", "Corrupt PNG");
-            fill = lencodes[n-1];
-         } else if (c == 17)
-            c = stbi__zreceive(a,3)+3;
-         else {
-            STBI_ASSERT(c == 18);
-            c = stbi__zreceive(a,7)+11;
-         }
-         if (ntot - n < c) return stbi__err("bad codelengths", "Corrupt PNG");
-         memset(lencodes+n, fill, c);
-         n += c;
-      }
-   }
-   if (n != ntot) return stbi__err("bad codelengths","Corrupt PNG");
-   if (!stbi__zbuild_huffman(&a->z_length, lencodes, hlit)) return 0;
-   if (!stbi__zbuild_huffman(&a->z_distance, lencodes+hlit, hdist)) return 0;
-   return 1;
-}
-
-static int stbi__parse_uncompressed_block(stbi__zbuf *a)
-{
-   stbi_uc header[4];
-   int len,nlen,k;
-   if (a->num_bits & 7)
-      stbi__zreceive(a, a->num_bits & 7); // discard
-   // drain the bit-packed data into header
-   k = 0;
-   while (a->num_bits > 0) {
-      header[k++] = (stbi_uc) (a->code_buffer & 255); // suppress MSVC run-time check
-      a->code_buffer >>= 8;
-      a->num_bits -= 8;
-   }
-   STBI_ASSERT(a->num_bits == 0);
-   // now fill header the normal way
-   while (k < 4)
-      header[k++] = stbi__zget8(a);
-   len  = header[1] * 256 + header[0];
-   nlen = header[3] * 256 + header[2];
-   if (nlen != (len ^ 0xffff)) return stbi__err("zlib corrupt","Corrupt PNG");
-   if (a->zbuffer + len > a->zbuffer_end) return stbi__err("read past buffer","Corrupt PNG");
-   if (a->zout + len > a->zout_end)
-      if (!stbi__zexpand(a, a->zout, len)) return 0;
-   memcpy(a->zout, a->zbuffer, len);
-   a->zbuffer += len;
-   a->zout += len;
-   return 1;
-}
-
-static int stbi__parse_zlib_header(stbi__zbuf *a)
-{
-   int cmf   = stbi__zget8(a);
-   int cm    = cmf & 15;
-   /* int cinfo = cmf >> 4; */
-   int flg   = stbi__zget8(a);
-   if ((cmf*256+flg) % 31 != 0) return stbi__err("bad zlib header","Corrupt PNG"); // zlib spec
-   if (flg & 32) return stbi__err("no preset dict","Corrupt PNG"); // preset dictionary not allowed in png
-   if (cm != 8) return stbi__err("bad compression","Corrupt PNG"); // DEFLATE required for png
-   // window = 1 << (8 + cinfo)... but who cares, we fully buffer output
-   return 1;
-}
-
-static const stbi_uc stbi__zdefault_length[288] =
-{
-   8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8, 8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,
-   8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8, 8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,
-   8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8, 8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,
-   8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8, 8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,
-   8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8, 9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,
-   9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9, 9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,
-   9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9, 9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,
-   9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9, 9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,
-   7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7, 7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8
-};
-static const stbi_uc stbi__zdefault_distance[32] =
-{
-   5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5
-};
-/*
-Init algorithm:
-{
-   int i;   // use <= to match clearly with spec
-   for (i=0; i <= 143; ++i)     stbi__zdefault_length[i]   = 8;
-   for (   ; i <= 255; ++i)     stbi__zdefault_length[i]   = 9;
-   for (   ; i <= 279; ++i)     stbi__zdefault_length[i]   = 7;
-   for (   ; i <= 287; ++i)     stbi__zdefault_length[i]   = 8;
-
-   for (i=0; i <=  31; ++i)     stbi__zdefault_distance[i] = 5;
-}
-*/
-
-static int stbi__parse_zlib(stbi__zbuf *a, int parse_header)
-{
-   int final, type;
-   if (parse_header)
-      if (!stbi__parse_zlib_header(a)) return 0;
-   a->num_bits = 0;
-   a->code_buffer = 0;
-   do {
-      final = stbi__zreceive(a,1);
-      type = stbi__zreceive(a,2);
-      if (type == 0) {
-         if (!stbi__parse_uncompressed_block(a)) return 0;
-      } else if (type == 3) {
-         return 0;
-      } else {
-         if (type == 1) {
-            // use fixed code lengths
-            if (!stbi__zbuild_huffman(&a->z_length  , stbi__zdefault_length  , 288)) return 0;
-            if (!stbi__zbuild_huffman(&a->z_distance, stbi__zdefault_distance,  32)) return 0;
-         } else {
-            if (!stbi__compute_huffman_codes(a)) return 0;
-         }
-         if (!stbi__parse_huffman_block(a)) return 0;
-      }
-   } while (!final);
-   return 1;
-}
-
-static int stbi__do_zlib(stbi__zbuf *a, char *obuf, int olen, int exp, int parse_header)
-{
-   a->zout_start = obuf;
-   a->zout       = obuf;
-   a->zout_end   = obuf + olen;
-   a->z_expandable = exp;
-
-   return stbi__parse_zlib(a, parse_header);
-}
-
-STBIDEF char *stbi_zlib_decode_malloc_guesssize(const char *buffer, int len, int initial_size, int *outlen)
-{
-   stbi__zbuf a;
-   char *p = (char *) stbi__malloc(initial_size);
-   if (p == NULL) return NULL;
-   a.zbuffer = (stbi_uc *) buffer;
-   a.zbuffer_end = (stbi_uc *) buffer + len;
-   if (stbi__do_zlib(&a, p, initial_size, 1, 1)) {
-      if (outlen) *outlen = (int) (a.zout - a.zout_start);
-      return a.zout_start;
-   } else {
-      STBI_FREE(a.zout_start);
-      return NULL;
-   }
-}
-
-STBIDEF char *stbi_zlib_decode_malloc(char const *buffer, int len, int *outlen)
-{
-   return stbi_zlib_decode_malloc_guesssize(buffer, len, 16384, outlen);
-}
-
-STBIDEF char *stbi_zlib_decode_malloc_guesssize_headerflag(const char *buffer, int len, int initial_size, int *outlen, int parse_header)
-{
-   stbi__zbuf a;
-   char *p = (char *) stbi__malloc(initial_size);
-   if (p == NULL) return NULL;
-   a.zbuffer = (stbi_uc *) buffer;
-   a.zbuffer_end = (stbi_uc *) buffer + len;
-   if (stbi__do_zlib(&a, p, initial_size, 1, parse_header)) {
-      if (outlen) *outlen = (int) (a.zout - a.zout_start);
-      return a.zout_start;
-   } else {
-      STBI_FREE(a.zout_start);
-      return NULL;
-   }
-}
-
-STBIDEF int stbi_zlib_decode_buffer(char *obuffer, int olen, char const *ibuffer, int ilen)
-{
-   stbi__zbuf a;
-   a.zbuffer = (stbi_uc *) ibuffer;
-   a.zbuffer_end = (stbi_uc *) ibuffer + ilen;
-   if (stbi__do_zlib(&a, obuffer, olen, 0, 1))
-      return (int) (a.zout - a.zout_start);
-   else
-      return -1;
-}
-
-STBIDEF char *stbi_zlib_decode_noheader_malloc(char const *buffer, int len, int *outlen)
-{
-   stbi__zbuf a;
-   char *p = (char *) stbi__malloc(16384);
-   if (p == NULL) return NULL;
-   a.zbuffer = (stbi_uc *) buffer;
-   a.zbuffer_end = (stbi_uc *) buffer+len;
-   if (stbi__do_zlib(&a, p, 16384, 1, 0)) {
-      if (outlen) *outlen = (int) (a.zout - a.zout_start);
-      return a.zout_start;
-   } else {
-      STBI_FREE(a.zout_start);
-      return NULL;
-   }
-}
-
-STBIDEF int stbi_zlib_decode_noheader_buffer(char *obuffer, int olen, const char *ibuffer, int ilen)
-{
-   stbi__zbuf a;
-   a.zbuffer = (stbi_uc *) ibuffer;
-   a.zbuffer_end = (stbi_uc *) ibuffer + ilen;
-   if (stbi__do_zlib(&a, obuffer, olen, 0, 0))
-      return (int) (a.zout - a.zout_start);
-   else
-      return -1;
-}
-#endif
-
-// public domain "baseline" PNG decoder   v0.10  Sean Barrett 2006-11-18
-//    simple implementation
-//      - only 8-bit samples
-//      - no CRC checking
-//      - allocates lots of intermediate memory
-//        - avoids problem of streaming data between subsystems
-//        - avoids explicit window management
-//    performance
-//      - uses stb_zlib, a PD zlib implementation with fast huffman decoding
-
-#ifndef STBI_NO_PNG
-typedef struct
-{
-   stbi__uint32 length;
-   stbi__uint32 type;
-} stbi__pngchunk;
-
-static stbi__pngchunk stbi__get_chunk_header(stbi__context *s)
-{
-   stbi__pngchunk c;
-   c.length = stbi__get32be(s);
-   c.type   = stbi__get32be(s);
-   return c;
-}
-
-static int stbi__check_png_header(stbi__context *s)
-{
-   static const stbi_uc png_sig[8] = { 137,80,78,71,13,10,26,10 };
-   int i;
-   for (i=0; i < 8; ++i)
-      if (stbi__get8(s) != png_sig[i]) return stbi__err("bad png sig","Not a PNG");
-   return 1;
-}
-
-typedef struct
-{
-   stbi__context *s;
-   stbi_uc *idata, *expanded, *out;
-   int depth;
-} stbi__png;
-
-
-enum {
-   STBI__F_none=0,
-   STBI__F_sub=1,
-   STBI__F_up=2,
-   STBI__F_avg=3,
-   STBI__F_paeth=4,
-   // synthetic filters used for first scanline to avoid needing a dummy row of 0s
-   STBI__F_avg_first,
-   STBI__F_paeth_first
-};
-
-static stbi_uc first_row_filter[5] =
-{
-   STBI__F_none,
-   STBI__F_sub,
-   STBI__F_none,
-   STBI__F_avg_first,
-   STBI__F_paeth_first
-};
-
-static int stbi__paeth(int a, int b, int c)
-{
-   int p = a + b - c;
-   int pa = abs(p-a);
-   int pb = abs(p-b);
-   int pc = abs(p-c);
-   if (pa <= pb && pa <= pc) return a;
-   if (pb <= pc) return b;
-   return c;
-}
-
-static const stbi_uc stbi__depth_scale_table[9] = { 0, 0xff, 0x55, 0, 0x11, 0,0,0, 0x01 };
-
-// create the png data from post-deflated data
-static int stbi__create_png_image_raw(stbi__png *a, stbi_uc *raw, stbi__uint32 raw_len, int out_n, stbi__uint32 x, stbi__uint32 y, int depth, int color)
-{
-   int bytes = (depth == 16? 2 : 1);
-   stbi__context *s = a->s;
-   stbi__uint32 i,j,stride = x*out_n*bytes;
-   stbi__uint32 img_len, img_width_bytes;
-   int k;
-   int img_n = s->img_n; // copy it into a local for later
-
-   int output_bytes = out_n*bytes;
-   int filter_bytes = img_n*bytes;
-   int width = x;
-
-   STBI_ASSERT(out_n == s->img_n || out_n == s->img_n+1);
-   a->out = (stbi_uc *) stbi__malloc_mad3(x, y, output_bytes, 0); // extra bytes to write off the end into
-   if (!a->out) return stbi__err("outofmem", "Out of memory");
-
-   if (!stbi__mad3sizes_valid(img_n, x, depth, 7)) return stbi__err("too large", "Corrupt PNG");
-   img_width_bytes = (((img_n * x * depth) + 7) >> 3);
-   img_len = (img_width_bytes + 1) * y;
-
-   // we used to check for exact match between raw_len and img_len on non-interlaced PNGs,
-   // but issue #276 reported a PNG in the wild that had extra data at the end (all zeros),
-   // so just check for raw_len < img_len always.
-   if (raw_len < img_len) return stbi__err("not enough pixels","Corrupt PNG");
-
-   for (j=0; j < y; ++j) {
-      stbi_uc *cur = a->out + stride*j;
-      stbi_uc *prior;
-      int filter = *raw++;
-
-      if (filter > 4)
-         return stbi__err("invalid filter","Corrupt PNG");
-
-      if (depth < 8) {
-         STBI_ASSERT(img_width_bytes <= x);
-         cur += x*out_n - img_width_bytes; // store output to the rightmost img_len bytes, so we can decode in place
-         filter_bytes = 1;
-         width = img_width_bytes;
-      }
-      prior = cur - stride; // bugfix: need to compute this after 'cur +=' computation above
-
-      // if first row, use special filter that doesn't sample previous row
-      if (j == 0) filter = first_row_filter[filter];
-
-      // handle first byte explicitly
-      for (k=0; k < filter_bytes; ++k) {
-         switch (filter) {
-            case STBI__F_none       : cur[k] = raw[k]; break;
-            case STBI__F_sub        : cur[k] = raw[k]; break;
-            case STBI__F_up         : cur[k] = STBI__BYTECAST(raw[k] + prior[k]); break;
-            case STBI__F_avg        : cur[k] = STBI__BYTECAST(raw[k] + (prior[k]>>1)); break;
-            case STBI__F_paeth      : cur[k] = STBI__BYTECAST(raw[k] + stbi__paeth(0,prior[k],0)); break;
-            case STBI__F_avg_first  : cur[k] = raw[k]; break;
-            case STBI__F_paeth_first: cur[k] = raw[k]; break;
-         }
-      }
-
-      if (depth == 8) {
-         if (img_n != out_n)
-            cur[img_n] = 255; // first pixel
-         raw += img_n;
-         cur += out_n;
-         prior += out_n;
-      } else if (depth == 16) {
-         if (img_n != out_n) {
-            cur[filter_bytes]   = 255; // first pixel top byte
-            cur[filter_bytes+1] = 255; // first pixel bottom byte
-         }
-         raw += filter_bytes;
-         cur += output_bytes;
-         prior += output_bytes;
-      } else {
-         raw += 1;
-         cur += 1;
-         prior += 1;
-      }
-
-      // this is a little gross, so that we don't switch per-pixel or per-component
-      if (depth < 8 || img_n == out_n) {
-         int nk = (width - 1)*filter_bytes;
-         #define STBI__CASE(f) \
-             case f:     \
-                for (k=0; k < nk; ++k)
-         switch (filter) {
-            // "none" filter turns into a memcpy here; make that explicit.
-            case STBI__F_none:         memcpy(cur, raw, nk); break;
-            STBI__CASE(STBI__F_sub)          { cur[k] = STBI__BYTECAST(raw[k] + cur[k-filter_bytes]); } break;
-            STBI__CASE(STBI__F_up)           { cur[k] = STBI__BYTECAST(raw[k] + prior[k]); } break;
-            STBI__CASE(STBI__F_avg)          { cur[k] = STBI__BYTECAST(raw[k] + ((prior[k] + cur[k-filter_bytes])>>1)); } break;
-            STBI__CASE(STBI__F_paeth)        { cur[k] = STBI__BYTECAST(raw[k] + stbi__paeth(cur[k-filter_bytes],prior[k],prior[k-filter_bytes])); } break;
-            STBI__CASE(STBI__F_avg_first)    { cur[k] = STBI__BYTECAST(raw[k] + (cur[k-filter_bytes] >> 1)); } break;
-            STBI__CASE(STBI__F_paeth_first)  { cur[k] = STBI__BYTECAST(raw[k] + stbi__paeth(cur[k-filter_bytes],0,0)); } break;
-         }
-         #undef STBI__CASE
-         raw += nk;
-      } else {
-         STBI_ASSERT(img_n+1 == out_n);
-         #define STBI__CASE(f) \
-             case f:     \
-                for (i=x-1; i >= 1; --i, cur[filter_bytes]=255,raw+=filter_bytes,cur+=output_bytes,prior+=output_bytes) \
-                   for (k=0; k < filter_bytes; ++k)
-         switch (filter) {
-            STBI__CASE(STBI__F_none)         { cur[k] = raw[k]; } break;
-            STBI__CASE(STBI__F_sub)          { cur[k] = STBI__BYTECAST(raw[k] + cur[k- output_bytes]); } break;
-            STBI__CASE(STBI__F_up)           { cur[k] = STBI__BYTECAST(raw[k] + prior[k]); } break;
-            STBI__CASE(STBI__F_avg)          { cur[k] = STBI__BYTECAST(raw[k] + ((prior[k] + cur[k- output_bytes])>>1)); } break;
-            STBI__CASE(STBI__F_paeth)        { cur[k] = STBI__BYTECAST(raw[k] + stbi__paeth(cur[k- output_bytes],prior[k],prior[k- output_bytes])); } break;
-            STBI__CASE(STBI__F_avg_first)    { cur[k] = STBI__BYTECAST(raw[k] + (cur[k- output_bytes] >> 1)); } break;
-            STBI__CASE(STBI__F_paeth_first)  { cur[k] = STBI__BYTECAST(raw[k] + stbi__paeth(cur[k- output_bytes],0,0)); } break;
-         }
-         #undef STBI__CASE
-
-         // the loop above sets the high byte of the pixels' alpha, but for
-         // 16 bit png files we also need the low byte set. we'll do that here.
-         if (depth == 16) {
-            cur = a->out + stride*j; // start at the beginning of the row again
-            for (i=0; i < x; ++i,cur+=output_bytes) {
-               cur[filter_bytes+1] = 255;
-            }
-         }
-      }
-   }
-
-   // we make a separate pass to expand bits to pixels; for performance,
-   // this could run two scanlines behind the above code, so it won't
-   // intefere with filtering but will still be in the cache.
-   if (depth < 8) {
-      for (j=0; j < y; ++j) {
-         stbi_uc *cur = a->out + stride*j;
-         stbi_uc *in  = a->out + stride*j + x*out_n - img_width_bytes;
-         // unpack 1/2/4-bit into a 8-bit buffer. allows us to keep the common 8-bit path optimal at minimal cost for 1/2/4-bit
-         // png guarante byte alignment, if width is not multiple of 8/4/2 we'll decode dummy trailing data that will be skipped in the later loop
-         stbi_uc scale = (color == 0) ? stbi__depth_scale_table[depth] : 1; // scale grayscale values to 0..255 range
-
-         // note that the final byte might overshoot and write more data than desired.
-         // we can allocate enough data that this never writes out of memory, but it
-         // could also overwrite the next scanline. can it overwrite non-empty data
-         // on the next scanline? yes, consider 1-pixel-wide scanlines with 1-bit-per-pixel.
-         // so we need to explicitly clamp the final ones
-
-         if (depth == 4) {
-            for (k=x*img_n; k >= 2; k-=2, ++in) {
-               *cur++ = scale * ((*in >> 4)       );
-               *cur++ = scale * ((*in     ) & 0x0f);
-            }
-            if (k > 0) *cur++ = scale * ((*in >> 4)       );
-         } else if (depth == 2) {
-            for (k=x*img_n; k >= 4; k-=4, ++in) {
-               *cur++ = scale * ((*in >> 6)       );
-               *cur++ = scale * ((*in >> 4) & 0x03);
-               *cur++ = scale * ((*in >> 2) & 0x03);
-               *cur++ = scale * ((*in     ) & 0x03);
-            }
-            if (k > 0) *cur++ = scale * ((*in >> 6)       );
-            if (k > 1) *cur++ = scale * ((*in >> 4) & 0x03);
-            if (k > 2) *cur++ = scale * ((*in >> 2) & 0x03);
-         } else if (depth == 1) {
-            for (k=x*img_n; k >= 8; k-=8, ++in) {
-               *cur++ = scale * ((*in >> 7)       );
-               *cur++ = scale * ((*in >> 6) & 0x01);
-               *cur++ = scale * ((*in >> 5) & 0x01);
-               *cur++ = scale * ((*in >> 4) & 0x01);
-               *cur++ = scale * ((*in >> 3) & 0x01);
-               *cur++ = scale * ((*in >> 2) & 0x01);
-               *cur++ = scale * ((*in >> 1) & 0x01);
-               *cur++ = scale * ((*in     ) & 0x01);
-            }
-            if (k > 0) *cur++ = scale * ((*in >> 7)       );
-            if (k > 1) *cur++ = scale * ((*in >> 6) & 0x01);
-            if (k > 2) *cur++ = scale * ((*in >> 5) & 0x01);
-            if (k > 3) *cur++ = scale * ((*in >> 4) & 0x01);
-            if (k > 4) *cur++ = scale * ((*in >> 3) & 0x01);
-            if (k > 5) *cur++ = scale * ((*in >> 2) & 0x01);
-            if (k > 6) *cur++ = scale * ((*in >> 1) & 0x01);
-         }
-         if (img_n != out_n) {
-            int q;
-            // insert alpha = 255
-            cur = a->out + stride*j;
-            if (img_n == 1) {
-               for (q=x-1; q >= 0; --q) {
-                  cur[q*2+1] = 255;
-                  cur[q*2+0] = cur[q];
-               }
-            } else {
-               STBI_ASSERT(img_n == 3);
-               for (q=x-1; q >= 0; --q) {
-                  cur[q*4+3] = 255;
-                  cur[q*4+2] = cur[q*3+2];
-                  cur[q*4+1] = cur[q*3+1];
-                  cur[q*4+0] = cur[q*3+0];
-               }
-            }
-         }
-      }
-   } else if (depth == 16) {
-      // force the image data from big-endian to platform-native.
-      // this is done in a separate pass due to the decoding relying
-      // on the data being untouched, but could probably be done
-      // per-line during decode if care is taken.
-      stbi_uc *cur = a->out;
-      stbi__uint16 *cur16 = (stbi__uint16*)cur;
-
-      for(i=0; i < x*y*out_n; ++i,cur16++,cur+=2) {
-         *cur16 = (cur[0] << 8) | cur[1];
-      }
-   }
-
-   return 1;
-}
-
-static int stbi__create_png_image(stbi__png *a, stbi_uc *image_data, stbi__uint32 image_data_len, int out_n, int depth, int color, int interlaced)
-{
-   int bytes = (depth == 16 ? 2 : 1);
-   int out_bytes = out_n * bytes;
-   stbi_uc *final;
-   int p;
-   if (!interlaced)
-      return stbi__create_png_image_raw(a, image_data, image_data_len, out_n, a->s->img_x, a->s->img_y, depth, color);
-
-   // de-interlacing
-   final = (stbi_uc *) stbi__malloc_mad3(a->s->img_x, a->s->img_y, out_bytes, 0);
-   for (p=0; p < 7; ++p) {
-      int xorig[] = { 0,4,0,2,0,1,0 };
-      int yorig[] = { 0,0,4,0,2,0,1 };
-      int xspc[]  = { 8,8,4,4,2,2,1 };
-      int yspc[]  = { 8,8,8,4,4,2,2 };
-      int i,j,x,y;
-      // pass1_x[4] = 0, pass1_x[5] = 1, pass1_x[12] = 1
-      x = (a->s->img_x - xorig[p] + xspc[p]-1) / xspc[p];
-      y = (a->s->img_y - yorig[p] + yspc[p]-1) / yspc[p];
-      if (x && y) {
-         stbi__uint32 img_len = ((((a->s->img_n * x * depth) + 7) >> 3) + 1) * y;
-         if (!stbi__create_png_image_raw(a, image_data, image_data_len, out_n, x, y, depth, color)) {
-            STBI_FREE(final);
-            return 0;
-         }
-         for (j=0; j < y; ++j) {
-            for (i=0; i < x; ++i) {
-               int out_y = j*yspc[p]+yorig[p];
-               int out_x = i*xspc[p]+xorig[p];
-               memcpy(final + out_y*a->s->img_x*out_bytes + out_x*out_bytes,
-                      a->out + (j*x+i)*out_bytes, out_bytes);
-            }
-         }
-         STBI_FREE(a->out);
-         image_data += img_len;
-         image_data_len -= img_len;
-      }
-   }
-   a->out = final;
-
-   return 1;
-}
-
-static int stbi__compute_transparency(stbi__png *z, stbi_uc tc[3], int out_n)
-{
-   stbi__context *s = z->s;
-   stbi__uint32 i, pixel_count = s->img_x * s->img_y;
-   stbi_uc *p = z->out;
-
-   // compute color-based transparency, assuming we've
-   // already got 255 as the alpha value in the output
-   STBI_ASSERT(out_n == 2 || out_n == 4);
-
-   if (out_n == 2) {
-      for (i=0; i < pixel_count; ++i) {
-         p[1] = (p[0] == tc[0] ? 0 : 255);
-         p += 2;
-      }
-   } else {
-      for (i=0; i < pixel_count; ++i) {
-         if (p[0] == tc[0] && p[1] == tc[1] && p[2] == tc[2])
-            p[3] = 0;
-         p += 4;
-      }
-   }
-   return 1;
-}
-
-static int stbi__compute_transparency16(stbi__png *z, stbi__uint16 tc[3], int out_n)
-{
-   stbi__context *s = z->s;
-   stbi__uint32 i, pixel_count = s->img_x * s->img_y;
-   stbi__uint16 *p = (stbi__uint16*) z->out;
-
-   // compute color-based transparency, assuming we've
-   // already got 65535 as the alpha value in the output
-   STBI_ASSERT(out_n == 2 || out_n == 4);
-
-   if (out_n == 2) {
-      for (i = 0; i < pixel_count; ++i) {
-         p[1] = (p[0] == tc[0] ? 0 : 65535);
-         p += 2;
-      }
-   } else {
-      for (i = 0; i < pixel_count; ++i) {
-         if (p[0] == tc[0] && p[1] == tc[1] && p[2] == tc[2])
-            p[3] = 0;
-         p += 4;
-      }
-   }
-   return 1;
-}
-
-static int stbi__expand_png_palette(stbi__png *a, stbi_uc *palette, int len, int pal_img_n)
-{
-   stbi__uint32 i, pixel_count = a->s->img_x * a->s->img_y;
-   stbi_uc *p, *temp_out, *orig = a->out;
-
-   p = (stbi_uc *) stbi__malloc_mad2(pixel_count, pal_img_n, 0);
-   if (p == NULL) return stbi__err("outofmem", "Out of memory");
-
-   // between here and free(out) below, exitting would leak
-   temp_out = p;
-
-   if (pal_img_n == 3) {
-      for (i=0; i < pixel_count; ++i) {
-         int n = orig[i]*4;
-         p[0] = palette[n  ];
-         p[1] = palette[n+1];
-         p[2] = palette[n+2];
-         p += 3;
-      }
-   } else {
-      for (i=0; i < pixel_count; ++i) {
-         int n = orig[i]*4;
-         p[0] = palette[n  ];
-         p[1] = palette[n+1];
-         p[2] = palette[n+2];
-         p[3] = palette[n+3];
-         p += 4;
-      }
-   }
-   STBI_FREE(a->out);
-   a->out = temp_out;
-
-   STBI_NOTUSED(len);
-
-   return 1;
-}
-
-static int stbi__unpremultiply_on_load = 0;
-static int stbi__de_iphone_flag = 0;
-
-STBIDEF void stbi_set_unpremultiply_on_load(int flag_true_if_should_unpremultiply)
-{
-   stbi__unpremultiply_on_load = flag_true_if_should_unpremultiply;
-}
-
-STBIDEF void stbi_convert_iphone_png_to_rgb(int flag_true_if_should_convert)
-{
-   stbi__de_iphone_flag = flag_true_if_should_convert;
-}
-
-static void stbi__de_iphone(stbi__png *z)
-{
-   stbi__context *s = z->s;
-   stbi__uint32 i, pixel_count = s->img_x * s->img_y;
-   stbi_uc *p = z->out;
-
-   if (s->img_out_n == 3) {  // convert bgr to rgb
-      for (i=0; i < pixel_count; ++i) {
-         stbi_uc t = p[0];
-         p[0] = p[2];
-         p[2] = t;
-         p += 3;
-      }
-   } else {
-      STBI_ASSERT(s->img_out_n == 4);
-      if (stbi__unpremultiply_on_load) {
-         // convert bgr to rgb and unpremultiply
-         for (i=0; i < pixel_count; ++i) {
-            stbi_uc a = p[3];
-            stbi_uc t = p[0];
-            if (a) {
-               stbi_uc half = a / 2;
-               p[0] = (p[2] * 255 + half) / a;
-               p[1] = (p[1] * 255 + half) / a;
-               p[2] = ( t   * 255 + half) / a;
-            } else {
-               p[0] = p[2];
-               p[2] = t;
-            }
-            p += 4;
-         }
-      } else {
-         // convert bgr to rgb
-         for (i=0; i < pixel_count; ++i) {
-            stbi_uc t = p[0];
-            p[0] = p[2];
-            p[2] = t;
-            p += 4;
-         }
-      }
-   }
-}
-
-#define STBI__PNG_TYPE(a,b,c,d)  (((unsigned) (a) << 24) + ((unsigned) (b) << 16) + ((unsigned) (c) << 8) + (unsigned) (d))
-
-static int stbi__parse_png_file(stbi__png *z, int scan, int req_comp)
-{
-   stbi_uc palette[1024], pal_img_n=0;
-   stbi_uc has_trans=0, tc[3]={0};
-   stbi__uint16 tc16[3];
-   stbi__uint32 ioff=0, idata_limit=0, i, pal_len=0;
-   int first=1,k,interlace=0, color=0, is_iphone=0;
-   stbi__context *s = z->s;
-
-   z->expanded = NULL;
-   z->idata = NULL;
-   z->out = NULL;
-
-   if (!stbi__check_png_header(s)) return 0;
-
-   if (scan == STBI__SCAN_type) return 1;
-
-   for (;;) {
-      stbi__pngchunk c = stbi__get_chunk_header(s);
-      switch (c.type) {
-         case STBI__PNG_TYPE('C','g','B','I'):
-            is_iphone = 1;
-            stbi__skip(s, c.length);
-            break;
-         case STBI__PNG_TYPE('I','H','D','R'): {
-            int comp,filter;
-            if (!first) return stbi__err("multiple IHDR","Corrupt PNG");
-            first = 0;
-            if (c.length != 13) return stbi__err("bad IHDR len","Corrupt PNG");
-            s->img_x = stbi__get32be(s); if (s->img_x > (1 << 24)) return stbi__err("too large","Very large image (corrupt?)");
-            s->img_y = stbi__get32be(s); if (s->img_y > (1 << 24)) return stbi__err("too large","Very large image (corrupt?)");
-            z->depth = stbi__get8(s);  if (z->depth != 1 && z->depth != 2 && z->depth != 4 && z->depth != 8 && z->depth != 16)  return stbi__err("1/2/4/8/16-bit only","PNG not supported: 1/2/4/8/16-bit only");
-            color = stbi__get8(s);  if (color > 6)         return stbi__err("bad ctype","Corrupt PNG");
-            if (color == 3 && z->depth == 16)                  return stbi__err("bad ctype","Corrupt PNG");
-            if (color == 3) pal_img_n = 3; else if (color & 1) return stbi__err("bad ctype","Corrupt PNG");
-            comp  = stbi__get8(s);  if (comp) return stbi__err("bad comp method","Corrupt PNG");
-            filter= stbi__get8(s);  if (filter) return stbi__err("bad filter method","Corrupt PNG");
-            interlace = stbi__get8(s); if (interlace>1) return stbi__err("bad interlace method","Corrupt PNG");
-            if (!s->img_x || !s->img_y) return stbi__err("0-pixel image","Corrupt PNG");
-            if (!pal_img_n) {
-               s->img_n = (color & 2 ? 3 : 1) + (color & 4 ? 1 : 0);
-               if ((1 << 30) / s->img_x / s->img_n < s->img_y) return stbi__err("too large", "Image too large to decode");
-               if (scan == STBI__SCAN_header) return 1;
-            } else {
-               // if paletted, then pal_n is our final components, and
-               // img_n is # components to decompress/filter.
-               s->img_n = 1;
-               if ((1 << 30) / s->img_x / 4 < s->img_y) return stbi__err("too large","Corrupt PNG");
-               // if SCAN_header, have to scan to see if we have a tRNS
-            }
-            break;
-         }
-
-         case STBI__PNG_TYPE('P','L','T','E'):  {
-            if (first) return stbi__err("first not IHDR", "Corrupt PNG");
-            if (c.length > 256*3) return stbi__err("invalid PLTE","Corrupt PNG");
-            pal_len = c.length / 3;
-            if (pal_len * 3 != c.length) return stbi__err("invalid PLTE","Corrupt PNG");
-            for (i=0; i < pal_len; ++i) {
-               palette[i*4+0] = stbi__get8(s);
-               palette[i*4+1] = stbi__get8(s);
-               palette[i*4+2] = stbi__get8(s);
-               palette[i*4+3] = 255;
-            }
-            break;
-         }
-
-         case STBI__PNG_TYPE('t','R','N','S'): {
-            if (first) return stbi__err("first not IHDR", "Corrupt PNG");
-            if (z->idata) return stbi__err("tRNS after IDAT","Corrupt PNG");
-            if (pal_img_n) {
-               if (scan == STBI__SCAN_header) { s->img_n = 4; return 1; }
-               if (pal_len == 0) return stbi__err("tRNS before PLTE","Corrupt PNG");
-               if (c.length > pal_len) return stbi__err("bad tRNS len","Corrupt PNG");
-               pal_img_n = 4;
-               for (i=0; i < c.length; ++i)
-                  palette[i*4+3] = stbi__get8(s);
-            } else {
-               if (!(s->img_n & 1)) return stbi__err("tRNS with alpha","Corrupt PNG");
-               if (c.length != (stbi__uint32) s->img_n*2) return stbi__err("bad tRNS len","Corrupt PNG");
-               has_trans = 1;
-               if (z->depth == 16) {
-                  for (k = 0; k < s->img_n; ++k) tc16[k] = (stbi__uint16)stbi__get16be(s); // copy the values as-is
-               } else {
-                  for (k = 0; k < s->img_n; ++k) tc[k] = (stbi_uc)(stbi__get16be(s) & 255) * stbi__depth_scale_table[z->depth]; // non 8-bit images will be larger
-               }
-            }
-            break;
-         }
-
-         case STBI__PNG_TYPE('I','D','A','T'): {
-            if (first) return stbi__err("first not IHDR", "Corrupt PNG");
-            if (pal_img_n && !pal_len) return stbi__err("no PLTE","Corrupt PNG");
-            if (scan == STBI__SCAN_header) { s->img_n = pal_img_n; return 1; }
-            if ((int)(ioff + c.length) < (int)ioff) return 0;
-            if (ioff + c.length > idata_limit) {
-               stbi__uint32 idata_limit_old = idata_limit;
-               stbi_uc *p;
-               if (idata_limit == 0) idata_limit = c.length > 4096 ? c.length : 4096;
-               while (ioff + c.length > idata_limit)
-                  idata_limit *= 2;
-               STBI_NOTUSED(idata_limit_old);
-               p = (stbi_uc *) STBI_REALLOC_SIZED(z->idata, idata_limit_old, idata_limit); if (p == NULL) return stbi__err("outofmem", "Out of memory");
-               z->idata = p;
-            }
-            if (!stbi__getn(s, z->idata+ioff,c.length)) return stbi__err("outofdata","Corrupt PNG");
-            ioff += c.length;
-            break;
-         }
-
-         case STBI__PNG_TYPE('I','E','N','D'): {
-            stbi__uint32 raw_len, bpl;
-            if (first) return stbi__err("first not IHDR", "Corrupt PNG");
-            if (scan != STBI__SCAN_load) return 1;
-            if (z->idata == NULL) return stbi__err("no IDAT","Corrupt PNG");
-            // initial guess for decoded data size to avoid unnecessary reallocs
-            bpl = (s->img_x * z->depth + 7) / 8; // bytes per line, per component
-            raw_len = bpl * s->img_y * s->img_n /* pixels */ + s->img_y /* filter mode per row */;
-            z->expanded = (stbi_uc *) stbi_zlib_decode_malloc_guesssize_headerflag((char *) z->idata, ioff, raw_len, (int *) &raw_len, !is_iphone);
-            if (z->expanded == NULL) return 0; // zlib should set error
-            STBI_FREE(z->idata); z->idata = NULL;
-            if ((req_comp == s->img_n+1 && req_comp != 3 && !pal_img_n) || has_trans)
-               s->img_out_n = s->img_n+1;
-            else
-               s->img_out_n = s->img_n;
-            if (!stbi__create_png_image(z, z->expanded, raw_len, s->img_out_n, z->depth, color, interlace)) return 0;
-            if (has_trans) {
-               if (z->depth == 16) {
-                  if (!stbi__compute_transparency16(z, tc16, s->img_out_n)) return 0;
-               } else {
-                  if (!stbi__compute_transparency(z, tc, s->img_out_n)) return 0;
-               }
-            }
-            if (is_iphone && stbi__de_iphone_flag && s->img_out_n > 2)
-               stbi__de_iphone(z);
-            if (pal_img_n) {
-               // pal_img_n == 3 or 4
-               s->img_n = pal_img_n; // record the actual colors we had
-               s->img_out_n = pal_img_n;
-               if (req_comp >= 3) s->img_out_n = req_comp;
-               if (!stbi__expand_png_palette(z, palette, pal_len, s->img_out_n))
-                  return 0;
-            } else if (has_trans) {
-               // non-paletted image with tRNS -> source image has (constant) alpha
-               ++s->img_n;
-            }
-            STBI_FREE(z->expanded); z->expanded = NULL;
-            // end of PNG chunk, read and skip CRC
-            stbi__get32be(s);
-            return 1;
-         }
-
-         default:
-            // if critical, fail
-            if (first) return stbi__err("first not IHDR", "Corrupt PNG");
-            if ((c.type & (1 << 29)) == 0) {
-               #ifndef STBI_NO_FAILURE_STRINGS
-               // not threadsafe
-               static char invalid_chunk[] = "XXXX PNG chunk not known";
-               invalid_chunk[0] = STBI__BYTECAST(c.type >> 24);
-               invalid_chunk[1] = STBI__BYTECAST(c.type >> 16);
-               invalid_chunk[2] = STBI__BYTECAST(c.type >>  8);
-               invalid_chunk[3] = STBI__BYTECAST(c.type >>  0);
-               #endif
-               return stbi__err(invalid_chunk, "PNG not supported: unknown PNG chunk type");
-            }
-            stbi__skip(s, c.length);
-            break;
-      }
-      // end of PNG chunk, read and skip CRC
-      stbi__get32be(s);
-   }
-}
-
-static void *stbi__do_png(stbi__png *p, int *x, int *y, int *n, int req_comp, stbi__result_info *ri)
-{
-   void *result=NULL;
-   if (req_comp < 0 || req_comp > 4) return stbi__errpuc("bad req_comp", "Internal error");
-   if (stbi__parse_png_file(p, STBI__SCAN_load, req_comp)) {
-      if (p->depth < 8)
-         ri->bits_per_channel = 8;
-      else
-         ri->bits_per_channel = p->depth;
-      result = p->out;
-      p->out = NULL;
-      if (req_comp && req_comp != p->s->img_out_n) {
-         if (ri->bits_per_channel == 8)
-            result = stbi__convert_format((unsigned char *) result, p->s->img_out_n, req_comp, p->s->img_x, p->s->img_y);
-         else
-            result = stbi__convert_format16((stbi__uint16 *) result, p->s->img_out_n, req_comp, p->s->img_x, p->s->img_y);
-         p->s->img_out_n = req_comp;
-         if (result == NULL) return result;
-      }
-      *x = p->s->img_x;
-      *y = p->s->img_y;
-      if (n) *n = p->s->img_n;
-   }
-   STBI_FREE(p->out);      p->out      = NULL;
-   STBI_FREE(p->expanded); p->expanded = NULL;
-   STBI_FREE(p->idata);    p->idata    = NULL;
-
-   return result;
-}
-
-static void *stbi__png_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri)
-{
-   stbi__png p;
-   p.s = s;
-   return stbi__do_png(&p, x,y,comp,req_comp, ri);
-}
-
-static int stbi__png_test(stbi__context *s)
-{
-   int r;
-   r = stbi__check_png_header(s);
-   stbi__rewind(s);
-   return r;
-}
-
-static int stbi__png_info_raw(stbi__png *p, int *x, int *y, int *comp)
-{
-   if (!stbi__parse_png_file(p, STBI__SCAN_header, 0)) {
-      stbi__rewind( p->s );
-      return 0;
-   }
-   if (x) *x = p->s->img_x;
-   if (y) *y = p->s->img_y;
-   if (comp) *comp = p->s->img_n;
-   return 1;
-}
-
-static int stbi__png_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   stbi__png p;
-   p.s = s;
-   return stbi__png_info_raw(&p, x, y, comp);
-}
-
-static int stbi__png_is16(stbi__context *s)
-{
-   stbi__png p;
-   p.s = s;
-   if (!stbi__png_info_raw(&p, NULL, NULL, NULL))
-	   return 0;
-   if (p.depth != 16) {
-      stbi__rewind(p.s);
-      return 0;
-   }
-   return 1;
-}
-#endif
-
-// Microsoft/Windows BMP image
-
-#ifndef STBI_NO_BMP
-static int stbi__bmp_test_raw(stbi__context *s)
-{
-   int r;
-   int sz;
-   if (stbi__get8(s) != 'B') return 0;
-   if (stbi__get8(s) != 'M') return 0;
-   stbi__get32le(s); // discard filesize
-   stbi__get16le(s); // discard reserved
-   stbi__get16le(s); // discard reserved
-   stbi__get32le(s); // discard data offset
-   sz = stbi__get32le(s);
-   r = (sz == 12 || sz == 40 || sz == 56 || sz == 108 || sz == 124);
-   return r;
-}
-
-static int stbi__bmp_test(stbi__context *s)
-{
-   int r = stbi__bmp_test_raw(s);
-   stbi__rewind(s);
-   return r;
-}
-
-
-// returns 0..31 for the highest set bit
-static int stbi__high_bit(unsigned int z)
-{
-   int n=0;
-   if (z == 0) return -1;
-   if (z >= 0x10000) { n += 16; z >>= 16; }
-   if (z >= 0x00100) { n +=  8; z >>=  8; }
-   if (z >= 0x00010) { n +=  4; z >>=  4; }
-   if (z >= 0x00004) { n +=  2; z >>=  2; }
-   if (z >= 0x00002) { n +=  1;/* >>=  1;*/ }
-   return n;
-}
-
-static int stbi__bitcount(unsigned int a)
-{
-   a = (a & 0x55555555) + ((a >>  1) & 0x55555555); // max 2
-   a = (a & 0x33333333) + ((a >>  2) & 0x33333333); // max 4
-   a = (a + (a >> 4)) & 0x0f0f0f0f; // max 8 per 4, now 8 bits
-   a = (a + (a >> 8)); // max 16 per 8 bits
-   a = (a + (a >> 16)); // max 32 per 8 bits
-   return a & 0xff;
-}
-
-// extract an arbitrarily-aligned N-bit value (N=bits)
-// from v, and then make it 8-bits long and fractionally
-// extend it to full full range.
-static int stbi__shiftsigned(unsigned int v, int shift, int bits)
-{
-   static unsigned int mul_table[9] = {
-      0,
-      0xff/*0b11111111*/, 0x55/*0b01010101*/, 0x49/*0b01001001*/, 0x11/*0b00010001*/,
-      0x21/*0b00100001*/, 0x41/*0b01000001*/, 0x81/*0b10000001*/, 0x01/*0b00000001*/,
-   };
-   static unsigned int shift_table[9] = {
-      0, 0,0,1,0,2,4,6,0,
-   };
-   if (shift < 0)
-      v <<= -shift;
-   else
-      v >>= shift;
-   STBI_ASSERT(v < 256);
-   v >>= (8-bits);
-   STBI_ASSERT(bits >= 0 && bits <= 8);
-   return (int) ((unsigned) v * mul_table[bits]) >> shift_table[bits];
-}
-
-typedef struct
-{
-   int bpp, offset, hsz;
-   unsigned int mr,mg,mb,ma, all_a;
-   int extra_read;
-} stbi__bmp_data;
-
-static void *stbi__bmp_parse_header(stbi__context *s, stbi__bmp_data *info)
-{
-   int hsz;
-   if (stbi__get8(s) != 'B' || stbi__get8(s) != 'M') return stbi__errpuc("not BMP", "Corrupt BMP");
-   stbi__get32le(s); // discard filesize
-   stbi__get16le(s); // discard reserved
-   stbi__get16le(s); // discard reserved
-   info->offset = stbi__get32le(s);
-   info->hsz = hsz = stbi__get32le(s);
-   info->mr = info->mg = info->mb = info->ma = 0;
-   info->extra_read = 14;
-
-   if (hsz != 12 && hsz != 40 && hsz != 56 && hsz != 108 && hsz != 124) return stbi__errpuc("unknown BMP", "BMP type not supported: unknown");
-   if (hsz == 12) {
-      s->img_x = stbi__get16le(s);
-      s->img_y = stbi__get16le(s);
-   } else {
-      s->img_x = stbi__get32le(s);
-      s->img_y = stbi__get32le(s);
-   }
-   if (stbi__get16le(s) != 1) return stbi__errpuc("bad BMP", "bad BMP");
-   info->bpp = stbi__get16le(s);
-   if (hsz != 12) {
-      int compress = stbi__get32le(s);
-      if (compress == 1 || compress == 2) return stbi__errpuc("BMP RLE", "BMP type not supported: RLE");
-      stbi__get32le(s); // discard sizeof
-      stbi__get32le(s); // discard hres
-      stbi__get32le(s); // discard vres
-      stbi__get32le(s); // discard colorsused
-      stbi__get32le(s); // discard max important
-      if (hsz == 40 || hsz == 56) {
-         if (hsz == 56) {
-            stbi__get32le(s);
-            stbi__get32le(s);
-            stbi__get32le(s);
-            stbi__get32le(s);
-         }
-         if (info->bpp == 16 || info->bpp == 32) {
-            if (compress == 0) {
-               if (info->bpp == 32) {
-                  info->mr = 0xffu << 16;
-                  info->mg = 0xffu <<  8;
-                  info->mb = 0xffu <<  0;
-                  info->ma = 0xffu << 24;
-                  info->all_a = 0; // if all_a is 0 at end, then we loaded alpha channel but it was all 0
-               } else {
-                  info->mr = 31u << 10;
-                  info->mg = 31u <<  5;
-                  info->mb = 31u <<  0;
-               }
-            } else if (compress == 3) {
-               info->mr = stbi__get32le(s);
-               info->mg = stbi__get32le(s);
-               info->mb = stbi__get32le(s);
-               info->extra_read += 12;
-               // not documented, but generated by photoshop and handled by mspaint
-               if (info->mr == info->mg && info->mg == info->mb) {
-                  // ?!?!?
-                  return stbi__errpuc("bad BMP", "bad BMP");
-               }
-            } else
-               return stbi__errpuc("bad BMP", "bad BMP");
-         }
-      } else {
-         int i;
-         if (hsz != 108 && hsz != 124)
-            return stbi__errpuc("bad BMP", "bad BMP");
-         info->mr = stbi__get32le(s);
-         info->mg = stbi__get32le(s);
-         info->mb = stbi__get32le(s);
-         info->ma = stbi__get32le(s);
-         stbi__get32le(s); // discard color space
-         for (i=0; i < 12; ++i)
-            stbi__get32le(s); // discard color space parameters
-         if (hsz == 124) {
-            stbi__get32le(s); // discard rendering intent
-            stbi__get32le(s); // discard offset of profile data
-            stbi__get32le(s); // discard size of profile data
-            stbi__get32le(s); // discard reserved
-         }
-      }
-   }
-   return (void *) 1;
-}
-
-
-static void *stbi__bmp_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri)
-{
-   stbi_uc *out;
-   unsigned int mr=0,mg=0,mb=0,ma=0, all_a;
-   stbi_uc pal[256][4];
-   int psize=0,i,j,width;
-   int flip_vertically, pad, target;
-   stbi__bmp_data info;
-   STBI_NOTUSED(ri);
-
-   info.all_a = 255;
-   if (stbi__bmp_parse_header(s, &info) == NULL)
-      return NULL; // error code already set
-
-   flip_vertically = ((int) s->img_y) > 0;
-   s->img_y = abs((int) s->img_y);
-
-   mr = info.mr;
-   mg = info.mg;
-   mb = info.mb;
-   ma = info.ma;
-   all_a = info.all_a;
-
-   if (info.hsz == 12) {
-      if (info.bpp < 24)
-         psize = (info.offset - info.extra_read - 24) / 3;
-   } else {
-      if (info.bpp < 16)
-         psize = (info.offset - info.extra_read - info.hsz) >> 2;
-   }
-   if (psize == 0) {
-      STBI_ASSERT(info.offset == (s->img_buffer - s->buffer_start));
-   }
-
-   if (info.bpp == 24 && ma == 0xff000000)
-      s->img_n = 3;
-   else
-      s->img_n = ma ? 4 : 3;
-   if (req_comp && req_comp >= 3) // we can directly decode 3 or 4
-      target = req_comp;
-   else
-      target = s->img_n; // if they want monochrome, we'll post-convert
-
-   // sanity-check size
-   if (!stbi__mad3sizes_valid(target, s->img_x, s->img_y, 0))
-      return stbi__errpuc("too large", "Corrupt BMP");
-
-   out = (stbi_uc *) stbi__malloc_mad3(target, s->img_x, s->img_y, 0);
-   if (!out) return stbi__errpuc("outofmem", "Out of memory");
-   if (info.bpp < 16) {
-      int z=0;
-      if (psize == 0 || psize > 256) { STBI_FREE(out); return stbi__errpuc("invalid", "Corrupt BMP"); }
-      for (i=0; i < psize; ++i) {
-         pal[i][2] = stbi__get8(s);
-         pal[i][1] = stbi__get8(s);
-         pal[i][0] = stbi__get8(s);
-         if (info.hsz != 12) stbi__get8(s);
-         pal[i][3] = 255;
-      }
-      stbi__skip(s, info.offset - info.extra_read - info.hsz - psize * (info.hsz == 12 ? 3 : 4));
-      if (info.bpp == 1) width = (s->img_x + 7) >> 3;
-      else if (info.bpp == 4) width = (s->img_x + 1) >> 1;
-      else if (info.bpp == 8) width = s->img_x;
-      else { STBI_FREE(out); return stbi__errpuc("bad bpp", "Corrupt BMP"); }
-      pad = (-width)&3;
-      if (info.bpp == 1) {
-         for (j=0; j < (int) s->img_y; ++j) {
-            int bit_offset = 7, v = stbi__get8(s);
-            for (i=0; i < (int) s->img_x; ++i) {
-               int color = (v>>bit_offset)&0x1;
-               out[z++] = pal[color][0];
-               out[z++] = pal[color][1];
-               out[z++] = pal[color][2];
-               if (target == 4) out[z++] = 255;
-               if (i+1 == (int) s->img_x) break;
-               if((--bit_offset) < 0) {
-                  bit_offset = 7;
-                  v = stbi__get8(s);
-               }
-            }
-            stbi__skip(s, pad);
-         }
-      } else {
-         for (j=0; j < (int) s->img_y; ++j) {
-            for (i=0; i < (int) s->img_x; i += 2) {
-               int v=stbi__get8(s),v2=0;
-               if (info.bpp == 4) {
-                  v2 = v & 15;
-                  v >>= 4;
-               }
-               out[z++] = pal[v][0];
-               out[z++] = pal[v][1];
-               out[z++] = pal[v][2];
-               if (target == 4) out[z++] = 255;
-               if (i+1 == (int) s->img_x) break;
-               v = (info.bpp == 8) ? stbi__get8(s) : v2;
-               out[z++] = pal[v][0];
-               out[z++] = pal[v][1];
-               out[z++] = pal[v][2];
-               if (target == 4) out[z++] = 255;
-            }
-            stbi__skip(s, pad);
-         }
-      }
-   } else {
-      int rshift=0,gshift=0,bshift=0,ashift=0,rcount=0,gcount=0,bcount=0,acount=0;
-      int z = 0;
-      int easy=0;
-      stbi__skip(s, info.offset - info.extra_read - info.hsz);
-      if (info.bpp == 24) width = 3 * s->img_x;
-      else if (info.bpp == 16) width = 2*s->img_x;
-      else /* bpp = 32 and pad = 0 */ width=0;
-      pad = (-width) & 3;
-      if (info.bpp == 24) {
-         easy = 1;
-      } else if (info.bpp == 32) {
-         if (mb == 0xff && mg == 0xff00 && mr == 0x00ff0000 && ma == 0xff000000)
-            easy = 2;
-      }
-      if (!easy) {
-         if (!mr || !mg || !mb) { STBI_FREE(out); return stbi__errpuc("bad masks", "Corrupt BMP"); }
-         // right shift amt to put high bit in position #7
-         rshift = stbi__high_bit(mr)-7; rcount = stbi__bitcount(mr);
-         gshift = stbi__high_bit(mg)-7; gcount = stbi__bitcount(mg);
-         bshift = stbi__high_bit(mb)-7; bcount = stbi__bitcount(mb);
-         ashift = stbi__high_bit(ma)-7; acount = stbi__bitcount(ma);
-      }
-      for (j=0; j < (int) s->img_y; ++j) {
-         if (easy) {
-            for (i=0; i < (int) s->img_x; ++i) {
-               unsigned char a;
-               out[z+2] = stbi__get8(s);
-               out[z+1] = stbi__get8(s);
-               out[z+0] = stbi__get8(s);
-               z += 3;
-               a = (easy == 2 ? stbi__get8(s) : 255);
-               all_a |= a;
-               if (target == 4) out[z++] = a;
-            }
-         } else {
-            int bpp = info.bpp;
-            for (i=0; i < (int) s->img_x; ++i) {
-               stbi__uint32 v = (bpp == 16 ? (stbi__uint32) stbi__get16le(s) : stbi__get32le(s));
-               unsigned int a;
-               out[z++] = STBI__BYTECAST(stbi__shiftsigned(v & mr, rshift, rcount));
-               out[z++] = STBI__BYTECAST(stbi__shiftsigned(v & mg, gshift, gcount));
-               out[z++] = STBI__BYTECAST(stbi__shiftsigned(v & mb, bshift, bcount));
-               a = (ma ? stbi__shiftsigned(v & ma, ashift, acount) : 255);
-               all_a |= a;
-               if (target == 4) out[z++] = STBI__BYTECAST(a);
-            }
-         }
-         stbi__skip(s, pad);
-      }
-   }
-
-   // if alpha channel is all 0s, replace with all 255s
-   if (target == 4 && all_a == 0)
-      for (i=4*s->img_x*s->img_y-1; i >= 0; i -= 4)
-         out[i] = 255;
-
-   if (flip_vertically) {
-      stbi_uc t;
-      for (j=0; j < (int) s->img_y>>1; ++j) {
-         stbi_uc *p1 = out +      j     *s->img_x*target;
-         stbi_uc *p2 = out + (s->img_y-1-j)*s->img_x*target;
-         for (i=0; i < (int) s->img_x*target; ++i) {
-            t = p1[i]; p1[i] = p2[i]; p2[i] = t;
-         }
-      }
-   }
-
-   if (req_comp && req_comp != target) {
-      out = stbi__convert_format(out, target, req_comp, s->img_x, s->img_y);
-      if (out == NULL) return out; // stbi__convert_format frees input on failure
-   }
-
-   *x = s->img_x;
-   *y = s->img_y;
-   if (comp) *comp = s->img_n;
-   return out;
-}
-#endif
-
-// Targa Truevision - TGA
-// by Jonathan Dummer
-#ifndef STBI_NO_TGA
-// returns STBI_rgb or whatever, 0 on error
-static int stbi__tga_get_comp(int bits_per_pixel, int is_grey, int* is_rgb16)
-{
-   // only RGB or RGBA (incl. 16bit) or grey allowed
-   if (is_rgb16) *is_rgb16 = 0;
-   switch(bits_per_pixel) {
-      case 8:  return STBI_grey;
-      case 16: if(is_grey) return STBI_grey_alpha;
-               // fallthrough
-      case 15: if(is_rgb16) *is_rgb16 = 1;
-               return STBI_rgb;
-      case 24: // fallthrough
-      case 32: return bits_per_pixel/8;
-      default: return 0;
-   }
-}
-
-static int stbi__tga_info(stbi__context *s, int *x, int *y, int *comp)
-{
-    int tga_w, tga_h, tga_comp, tga_image_type, tga_bits_per_pixel, tga_colormap_bpp;
-    int sz, tga_colormap_type;
-    stbi__get8(s);                   // discard Offset
-    tga_colormap_type = stbi__get8(s); // colormap type
-    if( tga_colormap_type > 1 ) {
-        stbi__rewind(s);
-        return 0;      // only RGB or indexed allowed
-    }
-    tga_image_type = stbi__get8(s); // image type
-    if ( tga_colormap_type == 1 ) { // colormapped (paletted) image
-        if (tga_image_type != 1 && tga_image_type != 9) {
-            stbi__rewind(s);
-            return 0;
-        }
-        stbi__skip(s,4);       // skip index of first colormap entry and number of entries
-        sz = stbi__get8(s);    //   check bits per palette color entry
-        if ( (sz != 8) && (sz != 15) && (sz != 16) && (sz != 24) && (sz != 32) ) {
-            stbi__rewind(s);
-            return 0;
-        }
-        stbi__skip(s,4);       // skip image x and y origin
-        tga_colormap_bpp = sz;
-    } else { // "normal" image w/o colormap - only RGB or grey allowed, +/- RLE
-        if ( (tga_image_type != 2) && (tga_image_type != 3) && (tga_image_type != 10) && (tga_image_type != 11) ) {
-            stbi__rewind(s);
-            return 0; // only RGB or grey allowed, +/- RLE
-        }
-        stbi__skip(s,9); // skip colormap specification and image x/y origin
-        tga_colormap_bpp = 0;
-    }
-    tga_w = stbi__get16le(s);
-    if( tga_w < 1 ) {
-        stbi__rewind(s);
-        return 0;   // test width
-    }
-    tga_h = stbi__get16le(s);
-    if( tga_h < 1 ) {
-        stbi__rewind(s);
-        return 0;   // test height
-    }
-    tga_bits_per_pixel = stbi__get8(s); // bits per pixel
-    stbi__get8(s); // ignore alpha bits
-    if (tga_colormap_bpp != 0) {
-        if((tga_bits_per_pixel != 8) && (tga_bits_per_pixel != 16)) {
-            // when using a colormap, tga_bits_per_pixel is the size of the indexes
-            // I don't think anything but 8 or 16bit indexes makes sense
-            stbi__rewind(s);
-            return 0;
-        }
-        tga_comp = stbi__tga_get_comp(tga_colormap_bpp, 0, NULL);
-    } else {
-        tga_comp = stbi__tga_get_comp(tga_bits_per_pixel, (tga_image_type == 3) || (tga_image_type == 11), NULL);
-    }
-    if(!tga_comp) {
-      stbi__rewind(s);
-      return 0;
-    }
-    if (x) *x = tga_w;
-    if (y) *y = tga_h;
-    if (comp) *comp = tga_comp;
-    return 1;                   // seems to have passed everything
-}
-
-static int stbi__tga_test(stbi__context *s)
-{
-   int res = 0;
-   int sz, tga_color_type;
-   stbi__get8(s);      //   discard Offset
-   tga_color_type = stbi__get8(s);   //   color type
-   if ( tga_color_type > 1 ) goto errorEnd;   //   only RGB or indexed allowed
-   sz = stbi__get8(s);   //   image type
-   if ( tga_color_type == 1 ) { // colormapped (paletted) image
-      if (sz != 1 && sz != 9) goto errorEnd; // colortype 1 demands image type 1 or 9
-      stbi__skip(s,4);       // skip index of first colormap entry and number of entries
-      sz = stbi__get8(s);    //   check bits per palette color entry
-      if ( (sz != 8) && (sz != 15) && (sz != 16) && (sz != 24) && (sz != 32) ) goto errorEnd;
-      stbi__skip(s,4);       // skip image x and y origin
-   } else { // "normal" image w/o colormap
-      if ( (sz != 2) && (sz != 3) && (sz != 10) && (sz != 11) ) goto errorEnd; // only RGB or grey allowed, +/- RLE
-      stbi__skip(s,9); // skip colormap specification and image x/y origin
-   }
-   if ( stbi__get16le(s) < 1 ) goto errorEnd;      //   test width
-   if ( stbi__get16le(s) < 1 ) goto errorEnd;      //   test height
-   sz = stbi__get8(s);   //   bits per pixel
-   if ( (tga_color_type == 1) && (sz != 8) && (sz != 16) ) goto errorEnd; // for colormapped images, bpp is size of an index
-   if ( (sz != 8) && (sz != 15) && (sz != 16) && (sz != 24) && (sz != 32) ) goto errorEnd;
-
-   res = 1; // if we got this far, everything's good and we can return 1 instead of 0
-
-errorEnd:
-   stbi__rewind(s);
-   return res;
-}
-
-// read 16bit value and convert to 24bit RGB
-static void stbi__tga_read_rgb16(stbi__context *s, stbi_uc* out)
-{
-   stbi__uint16 px = (stbi__uint16)stbi__get16le(s);
-   stbi__uint16 fiveBitMask = 31;
-   // we have 3 channels with 5bits each
-   int r = (px >> 10) & fiveBitMask;
-   int g = (px >> 5) & fiveBitMask;
-   int b = px & fiveBitMask;
-   // Note that this saves the data in RGB(A) order, so it doesn't need to be swapped later
-   out[0] = (stbi_uc)((r * 255)/31);
-   out[1] = (stbi_uc)((g * 255)/31);
-   out[2] = (stbi_uc)((b * 255)/31);
-
-   // some people claim that the most significant bit might be used for alpha
-   // (possibly if an alpha-bit is set in the "image descriptor byte")
-   // but that only made 16bit test images completely translucent..
-   // so let's treat all 15 and 16bit TGAs as RGB with no alpha.
-}
-
-static void *stbi__tga_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri)
-{
-   //   read in the TGA header stuff
-   int tga_offset = stbi__get8(s);
-   int tga_indexed = stbi__get8(s);
-   int tga_image_type = stbi__get8(s);
-   int tga_is_RLE = 0;
-   int tga_palette_start = stbi__get16le(s);
-   int tga_palette_len = stbi__get16le(s);
-   int tga_palette_bits = stbi__get8(s);
-   int tga_x_origin = stbi__get16le(s);
-   int tga_y_origin = stbi__get16le(s);
-   int tga_width = stbi__get16le(s);
-   int tga_height = stbi__get16le(s);
-   int tga_bits_per_pixel = stbi__get8(s);
-   int tga_comp, tga_rgb16=0;
-   int tga_inverted = stbi__get8(s);
-   // int tga_alpha_bits = tga_inverted & 15; // the 4 lowest bits - unused (useless?)
-   //   image data
-   unsigned char *tga_data;
-   unsigned char *tga_palette = NULL;
-   int i, j;
-   unsigned char raw_data[4] = {0};
-   int RLE_count = 0;
-   int RLE_repeating = 0;
-   int read_next_pixel = 1;
-   STBI_NOTUSED(ri);
-   STBI_NOTUSED(tga_x_origin); // @TODO
-   STBI_NOTUSED(tga_y_origin); // @TODO
-
-   //   do a tiny bit of precessing
-   if ( tga_image_type >= 8 )
-   {
-      tga_image_type -= 8;
-      tga_is_RLE = 1;
-   }
-   tga_inverted = 1 - ((tga_inverted >> 5) & 1);
-
-   //   If I'm paletted, then I'll use the number of bits from the palette
-   if ( tga_indexed ) tga_comp = stbi__tga_get_comp(tga_palette_bits, 0, &tga_rgb16);
-   else tga_comp = stbi__tga_get_comp(tga_bits_per_pixel, (tga_image_type == 3), &tga_rgb16);
-
-   if(!tga_comp) // shouldn't really happen, stbi__tga_test() should have ensured basic consistency
-      return stbi__errpuc("bad format", "Can't find out TGA pixelformat");
-
-   //   tga info
-   *x = tga_width;
-   *y = tga_height;
-   if (comp) *comp = tga_comp;
-
-   if (!stbi__mad3sizes_valid(tga_width, tga_height, tga_comp, 0))
-      return stbi__errpuc("too large", "Corrupt TGA");
-
-   tga_data = (unsigned char*)stbi__malloc_mad3(tga_width, tga_height, tga_comp, 0);
-   if (!tga_data) return stbi__errpuc("outofmem", "Out of memory");
-
-   // skip to the data's starting position (offset usually = 0)
-   stbi__skip(s, tga_offset );
-
-   if ( !tga_indexed && !tga_is_RLE && !tga_rgb16 ) {
-      for (i=0; i < tga_height; ++i) {
-         int row = tga_inverted ? tga_height -i - 1 : i;
-         stbi_uc *tga_row = tga_data + row*tga_width*tga_comp;
-         stbi__getn(s, tga_row, tga_width * tga_comp);
-      }
-   } else  {
-      //   do I need to load a palette?
-      if ( tga_indexed)
-      {
-         //   any data to skip? (offset usually = 0)
-         stbi__skip(s, tga_palette_start );
-         //   load the palette
-         tga_palette = (unsigned char*)stbi__malloc_mad2(tga_palette_len, tga_comp, 0);
-         if (!tga_palette) {
-            STBI_FREE(tga_data);
-            return stbi__errpuc("outofmem", "Out of memory");
-         }
-         if (tga_rgb16) {
-            stbi_uc *pal_entry = tga_palette;
-            STBI_ASSERT(tga_comp == STBI_rgb);
-            for (i=0; i < tga_palette_len; ++i) {
-               stbi__tga_read_rgb16(s, pal_entry);
-               pal_entry += tga_comp;
-            }
-         } else if (!stbi__getn(s, tga_palette, tga_palette_len * tga_comp)) {
-               STBI_FREE(tga_data);
-               STBI_FREE(tga_palette);
-               return stbi__errpuc("bad palette", "Corrupt TGA");
-         }
-      }
-      //   load the data
-      for (i=0; i < tga_width * tga_height; ++i)
-      {
-         //   if I'm in RLE mode, do I need to get a RLE stbi__pngchunk?
-         if ( tga_is_RLE )
-         {
-            if ( RLE_count == 0 )
-            {
-               //   yep, get the next byte as a RLE command
-               int RLE_cmd = stbi__get8(s);
-               RLE_count = 1 + (RLE_cmd & 127);
-               RLE_repeating = RLE_cmd >> 7;
-               read_next_pixel = 1;
-            } else if ( !RLE_repeating )
-            {
-               read_next_pixel = 1;
-            }
-         } else
-         {
-            read_next_pixel = 1;
-         }
-         //   OK, if I need to read a pixel, do it now
-         if ( read_next_pixel )
-         {
-            //   load however much data we did have
-            if ( tga_indexed )
-            {
-               // read in index, then perform the lookup
-               int pal_idx = (tga_bits_per_pixel == 8) ? stbi__get8(s) : stbi__get16le(s);
-               if ( pal_idx >= tga_palette_len ) {
-                  // invalid index
-                  pal_idx = 0;
-               }
-               pal_idx *= tga_comp;
-               for (j = 0; j < tga_comp; ++j) {
-                  raw_data[j] = tga_palette[pal_idx+j];
-               }
-            } else if(tga_rgb16) {
-               STBI_ASSERT(tga_comp == STBI_rgb);
-               stbi__tga_read_rgb16(s, raw_data);
-            } else {
-               //   read in the data raw
-               for (j = 0; j < tga_comp; ++j) {
-                  raw_data[j] = stbi__get8(s);
-               }
-            }
-            //   clear the reading flag for the next pixel
-            read_next_pixel = 0;
-         } // end of reading a pixel
-
-         // copy data
-         for (j = 0; j < tga_comp; ++j)
-           tga_data[i*tga_comp+j] = raw_data[j];
-
-         //   in case we're in RLE mode, keep counting down
-         --RLE_count;
-      }
-      //   do I need to invert the image?
-      if ( tga_inverted )
-      {
-         for (j = 0; j*2 < tga_height; ++j)
-         {
-            int index1 = j * tga_width * tga_comp;
-            int index2 = (tga_height - 1 - j) * tga_width * tga_comp;
-            for (i = tga_width * tga_comp; i > 0; --i)
-            {
-               unsigned char temp = tga_data[index1];
-               tga_data[index1] = tga_data[index2];
-               tga_data[index2] = temp;
-               ++index1;
-               ++index2;
-            }
-         }
-      }
-      //   clear my palette, if I had one
-      if ( tga_palette != NULL )
-      {
-         STBI_FREE( tga_palette );
-      }
-   }
-
-   // swap RGB - if the source data was RGB16, it already is in the right order
-   if (tga_comp >= 3 && !tga_rgb16)
-   {
-      unsigned char* tga_pixel = tga_data;
-      for (i=0; i < tga_width * tga_height; ++i)
-      {
-         unsigned char temp = tga_pixel[0];
-         tga_pixel[0] = tga_pixel[2];
-         tga_pixel[2] = temp;
-         tga_pixel += tga_comp;
-      }
-   }
-
-   // convert to target component count
-   if (req_comp && req_comp != tga_comp)
-      tga_data = stbi__convert_format(tga_data, tga_comp, req_comp, tga_width, tga_height);
-
-   //   the things I do to get rid of an error message, and yet keep
-   //   Microsoft's C compilers happy... [8^(
-   tga_palette_start = tga_palette_len = tga_palette_bits =
-         tga_x_origin = tga_y_origin = 0;
-   STBI_NOTUSED(tga_palette_start);
-   //   OK, done
-   return tga_data;
-}
-#endif
-
-// *************************************************************************************************
-// Photoshop PSD loader -- PD by Thatcher Ulrich, integration by Nicolas Schulz, tweaked by STB
-
-#ifndef STBI_NO_PSD
-static int stbi__psd_test(stbi__context *s)
-{
-   int r = (stbi__get32be(s) == 0x38425053);
-   stbi__rewind(s);
-   return r;
-}
-
-static int stbi__psd_decode_rle(stbi__context *s, stbi_uc *p, int pixelCount)
-{
-   int count, nleft, len;
-
-   count = 0;
-   while ((nleft = pixelCount - count) > 0) {
-      len = stbi__get8(s);
-      if (len == 128) {
-         // No-op.
-      } else if (len < 128) {
-         // Copy next len+1 bytes literally.
-         len++;
-         if (len > nleft) return 0; // corrupt data
-         count += len;
-         while (len) {
-            *p = stbi__get8(s);
-            p += 4;
-            len--;
-         }
-      } else if (len > 128) {
-         stbi_uc   val;
-         // Next -len+1 bytes in the dest are replicated from next source byte.
-         // (Interpret len as a negative 8-bit int.)
-         len = 257 - len;
-         if (len > nleft) return 0; // corrupt data
-         val = stbi__get8(s);
-         count += len;
-         while (len) {
-            *p = val;
-            p += 4;
-            len--;
-         }
-      }
-   }
-
-   return 1;
-}
-
-static void *stbi__psd_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri, int bpc)
-{
-   int pixelCount;
-   int channelCount, compression;
-   int channel, i;
-   int bitdepth;
-   int w,h;
-   stbi_uc *out;
-   STBI_NOTUSED(ri);
-
-   // Check identifier
-   if (stbi__get32be(s) != 0x38425053)   // "8BPS"
-      return stbi__errpuc("not PSD", "Corrupt PSD image");
-
-   // Check file type version.
-   if (stbi__get16be(s) != 1)
-      return stbi__errpuc("wrong version", "Unsupported version of PSD image");
-
-   // Skip 6 reserved bytes.
-   stbi__skip(s, 6 );
-
-   // Read the number of channels (R, G, B, A, etc).
-   channelCount = stbi__get16be(s);
-   if (channelCount < 0 || channelCount > 16)
-      return stbi__errpuc("wrong channel count", "Unsupported number of channels in PSD image");
-
-   // Read the rows and columns of the image.
-   h = stbi__get32be(s);
-   w = stbi__get32be(s);
-
-   // Make sure the depth is 8 bits.
-   bitdepth = stbi__get16be(s);
-   if (bitdepth != 8 && bitdepth != 16)
-      return stbi__errpuc("unsupported bit depth", "PSD bit depth is not 8 or 16 bit");
-
-   // Make sure the color mode is RGB.
-   // Valid options are:
-   //   0: Bitmap
-   //   1: Grayscale
-   //   2: Indexed color
-   //   3: RGB color
-   //   4: CMYK color
-   //   7: Multichannel
-   //   8: Duotone
-   //   9: Lab color
-   if (stbi__get16be(s) != 3)
-      return stbi__errpuc("wrong color format", "PSD is not in RGB color format");
-
-   // Skip the Mode Data.  (It's the palette for indexed color; other info for other modes.)
-   stbi__skip(s,stbi__get32be(s) );
-
-   // Skip the image resources.  (resolution, pen tool paths, etc)
-   stbi__skip(s, stbi__get32be(s) );
-
-   // Skip the reserved data.
-   stbi__skip(s, stbi__get32be(s) );
-
-   // Find out if the data is compressed.
-   // Known values:
-   //   0: no compression
-   //   1: RLE compressed
-   compression = stbi__get16be(s);
-   if (compression > 1)
-      return stbi__errpuc("bad compression", "PSD has an unknown compression format");
-
-   // Check size
-   if (!stbi__mad3sizes_valid(4, w, h, 0))
-      return stbi__errpuc("too large", "Corrupt PSD");
-
-   // Create the destination image.
-
-   if (!compression && bitdepth == 16 && bpc == 16) {
-      out = (stbi_uc *) stbi__malloc_mad3(8, w, h, 0);
-      ri->bits_per_channel = 16;
-   } else
-      out = (stbi_uc *) stbi__malloc(4 * w*h);
-
-   if (!out) return stbi__errpuc("outofmem", "Out of memory");
-   pixelCount = w*h;
-
-   // Initialize the data to zero.
-   //memset( out, 0, pixelCount * 4 );
-
-   // Finally, the image data.
-   if (compression) {
-      // RLE as used by .PSD and .TIFF
-      // Loop until you get the number of unpacked bytes you are expecting:
-      //     Read the next source byte into n.
-      //     If n is between 0 and 127 inclusive, copy the next n+1 bytes literally.
-      //     Else if n is between -127 and -1 inclusive, copy the next byte -n+1 times.
-      //     Else if n is 128, noop.
-      // Endloop
-
-      // The RLE-compressed data is preceded by a 2-byte data count for each row in the data,
-      // which we're going to just skip.
-      stbi__skip(s, h * channelCount * 2 );
-
-      // Read the RLE data by channel.
-      for (channel = 0; channel < 4; channel++) {
-         stbi_uc *p;
-
-         p = out+channel;
-         if (channel >= channelCount) {
-            // Fill this channel with default data.
-            for (i = 0; i < pixelCount; i++, p += 4)
-               *p = (channel == 3 ? 255 : 0);
-         } else {
-            // Read the RLE data.
-            if (!stbi__psd_decode_rle(s, p, pixelCount)) {
-               STBI_FREE(out);
-               return stbi__errpuc("corrupt", "bad RLE data");
-            }
-         }
-      }
-
-   } else {
-      // We're at the raw image data.  It's each channel in order (Red, Green, Blue, Alpha, ...)
-      // where each channel consists of an 8-bit (or 16-bit) value for each pixel in the image.
-
-      // Read the data by channel.
-      for (channel = 0; channel < 4; channel++) {
-         if (channel >= channelCount) {
-            // Fill this channel with default data.
-            if (bitdepth == 16 && bpc == 16) {
-               stbi__uint16 *q = ((stbi__uint16 *) out) + channel;
-               stbi__uint16 val = channel == 3 ? 65535 : 0;
-               for (i = 0; i < pixelCount; i++, q += 4)
-                  *q = val;
-            } else {
-               stbi_uc *p = out+channel;
-               stbi_uc val = channel == 3 ? 255 : 0;
-               for (i = 0; i < pixelCount; i++, p += 4)
-                  *p = val;
-            }
-         } else {
-            if (ri->bits_per_channel == 16) {    // output bpc
-               stbi__uint16 *q = ((stbi__uint16 *) out) + channel;
-               for (i = 0; i < pixelCount; i++, q += 4)
-                  *q = (stbi__uint16) stbi__get16be(s);
-            } else {
-               stbi_uc *p = out+channel;
-               if (bitdepth == 16) {  // input bpc
-                  for (i = 0; i < pixelCount; i++, p += 4)
-                     *p = (stbi_uc) (stbi__get16be(s) >> 8);
-               } else {
-                  for (i = 0; i < pixelCount; i++, p += 4)
-                     *p = stbi__get8(s);
-               }
-            }
-         }
-      }
-   }
-
-   // remove weird white matte from PSD
-   if (channelCount >= 4) {
-      if (ri->bits_per_channel == 16) {
-         for (i=0; i < w*h; ++i) {
-            stbi__uint16 *pixel = (stbi__uint16 *) out + 4*i;
-            if (pixel[3] != 0 && pixel[3] != 65535) {
-               float a = pixel[3] / 65535.0f;
-               float ra = 1.0f / a;
-               float inv_a = 65535.0f * (1 - ra);
-               pixel[0] = (stbi__uint16) (pixel[0]*ra + inv_a);
-               pixel[1] = (stbi__uint16) (pixel[1]*ra + inv_a);
-               pixel[2] = (stbi__uint16) (pixel[2]*ra + inv_a);
-            }
-         }
-      } else {
-         for (i=0; i < w*h; ++i) {
-            unsigned char *pixel = out + 4*i;
-            if (pixel[3] != 0 && pixel[3] != 255) {
-               float a = pixel[3] / 255.0f;
-               float ra = 1.0f / a;
-               float inv_a = 255.0f * (1 - ra);
-               pixel[0] = (unsigned char) (pixel[0]*ra + inv_a);
-               pixel[1] = (unsigned char) (pixel[1]*ra + inv_a);
-               pixel[2] = (unsigned char) (pixel[2]*ra + inv_a);
-            }
-         }
-      }
-   }
-
-   // convert to desired output format
-   if (req_comp && req_comp != 4) {
-      if (ri->bits_per_channel == 16)
-         out = (stbi_uc *) stbi__convert_format16((stbi__uint16 *) out, 4, req_comp, w, h);
-      else
-         out = stbi__convert_format(out, 4, req_comp, w, h);
-      if (out == NULL) return out; // stbi__convert_format frees input on failure
-   }
-
-   if (comp) *comp = 4;
-   *y = h;
-   *x = w;
-
-   return out;
-}
-#endif
-
-// *************************************************************************************************
-// Softimage PIC loader
-// by Tom Seddon
-//
-// See http://softimage.wiki.softimage.com/index.php/INFO:_PIC_file_format
-// See http://ozviz.wasp.uwa.edu.au/~pbourke/dataformats/softimagepic/
-
-#ifndef STBI_NO_PIC
-static int stbi__pic_is4(stbi__context *s,const char *str)
-{
-   int i;
-   for (i=0; i<4; ++i)
-      if (stbi__get8(s) != (stbi_uc)str[i])
-         return 0;
-
-   return 1;
-}
-
-static int stbi__pic_test_core(stbi__context *s)
-{
-   int i;
-
-   if (!stbi__pic_is4(s,"\x53\x80\xF6\x34"))
-      return 0;
-
-   for(i=0;i<84;++i)
-      stbi__get8(s);
-
-   if (!stbi__pic_is4(s,"PICT"))
-      return 0;
-
-   return 1;
-}
-
-typedef struct
-{
-   stbi_uc size,type,channel;
-} stbi__pic_packet;
-
-static stbi_uc *stbi__readval(stbi__context *s, int channel, stbi_uc *dest)
-{
-   int mask=0x80, i;
-
-   for (i=0; i<4; ++i, mask>>=1) {
-      if (channel & mask) {
-         if (stbi__at_eof(s)) return stbi__errpuc("bad file","PIC file too short");
-         dest[i]=stbi__get8(s);
-      }
-   }
-
-   return dest;
-}
-
-static void stbi__copyval(int channel,stbi_uc *dest,const stbi_uc *src)
-{
-   int mask=0x80,i;
-
-   for (i=0;i<4; ++i, mask>>=1)
-      if (channel&mask)
-         dest[i]=src[i];
-}
-
-static stbi_uc *stbi__pic_load_core(stbi__context *s,int width,int height,int *comp, stbi_uc *result)
-{
-   int act_comp=0,num_packets=0,y,chained;
-   stbi__pic_packet packets[10];
-
-   // this will (should...) cater for even some bizarre stuff like having data
-    // for the same channel in multiple packets.
-   do {
-      stbi__pic_packet *packet;
-
-      if (num_packets==sizeof(packets)/sizeof(packets[0]))
-         return stbi__errpuc("bad format","too many packets");
-
-      packet = &packets[num_packets++];
-
-      chained = stbi__get8(s);
-      packet->size    = stbi__get8(s);
-      packet->type    = stbi__get8(s);
-      packet->channel = stbi__get8(s);
-
-      act_comp |= packet->channel;
-
-      if (stbi__at_eof(s))          return stbi__errpuc("bad file","file too short (reading packets)");
-      if (packet->size != 8)  return stbi__errpuc("bad format","packet isn't 8bpp");
-   } while (chained);
-
-   *comp = (act_comp & 0x10 ? 4 : 3); // has alpha channel?
-
-   for(y=0; y<height; ++y) {
-      int packet_idx;
-
-      for(packet_idx=0; packet_idx < num_packets; ++packet_idx) {
-         stbi__pic_packet *packet = &packets[packet_idx];
-         stbi_uc *dest = result+y*width*4;
-
-         switch (packet->type) {
-            default:
-               return stbi__errpuc("bad format","packet has bad compression type");
-
-            case 0: {//uncompressed
-               int x;
-
-               for(x=0;x<width;++x, dest+=4)
-                  if (!stbi__readval(s,packet->channel,dest))
-                     return 0;
-               break;
-            }
-
-            case 1://Pure RLE
-               {
-                  int left=width, i;
-
-                  while (left>0) {
-                     stbi_uc count,value[4];
-
-                     count=stbi__get8(s);
-                     if (stbi__at_eof(s))   return stbi__errpuc("bad file","file too short (pure read count)");
-
-                     if (count > left)
-                        count = (stbi_uc) left;
-
-                     if (!stbi__readval(s,packet->channel,value))  return 0;
-
-                     for(i=0; i<count; ++i,dest+=4)
-                        stbi__copyval(packet->channel,dest,value);
-                     left -= count;
-                  }
-               }
-               break;
-
-            case 2: {//Mixed RLE
-               int left=width;
-               while (left>0) {
-                  int count = stbi__get8(s), i;
-                  if (stbi__at_eof(s))  return stbi__errpuc("bad file","file too short (mixed read count)");
-
-                  if (count >= 128) { // Repeated
-                     stbi_uc value[4];
-
-                     if (count==128)
-                        count = stbi__get16be(s);
-                     else
-                        count -= 127;
-                     if (count > left)
-                        return stbi__errpuc("bad file","scanline overrun");
-
-                     if (!stbi__readval(s,packet->channel,value))
-                        return 0;
-
-                     for(i=0;i<count;++i, dest += 4)
-                        stbi__copyval(packet->channel,dest,value);
-                  } else { // Raw
-                     ++count;
-                     if (count>left) return stbi__errpuc("bad file","scanline overrun");
-
-                     for(i=0;i<count;++i, dest+=4)
-                        if (!stbi__readval(s,packet->channel,dest))
-                           return 0;
-                  }
-                  left-=count;
-               }
-               break;
-            }
-         }
-      }
-   }
-
-   return result;
-}
-
-static void *stbi__pic_load(stbi__context *s,int *px,int *py,int *comp,int req_comp, stbi__result_info *ri)
-{
-   stbi_uc *result;
-   int i, x,y, internal_comp;
-   STBI_NOTUSED(ri);
-
-   if (!comp) comp = &internal_comp;
-
-   for (i=0; i<92; ++i)
-      stbi__get8(s);
-
-   x = stbi__get16be(s);
-   y = stbi__get16be(s);
-   if (stbi__at_eof(s))  return stbi__errpuc("bad file","file too short (pic header)");
-   if (!stbi__mad3sizes_valid(x, y, 4, 0)) return stbi__errpuc("too large", "PIC image too large to decode");
-
-   stbi__get32be(s); //skip `ratio'
-   stbi__get16be(s); //skip `fields'
-   stbi__get16be(s); //skip `pad'
-
-   // intermediate buffer is RGBA
-   result = (stbi_uc *) stbi__malloc_mad3(x, y, 4, 0);
-   memset(result, 0xff, x*y*4);
-
-   if (!stbi__pic_load_core(s,x,y,comp, result)) {
-      STBI_FREE(result);
-      result=0;
-   }
-   *px = x;
-   *py = y;
-   if (req_comp == 0) req_comp = *comp;
-   result=stbi__convert_format(result,4,req_comp,x,y);
-
-   return result;
-}
-
-static int stbi__pic_test(stbi__context *s)
-{
-   int r = stbi__pic_test_core(s);
-   stbi__rewind(s);
-   return r;
-}
-#endif
-
-// *************************************************************************************************
-// GIF loader -- public domain by Jean-Marc Lienher -- simplified/shrunk by stb
-
-#ifndef STBI_NO_GIF
-typedef struct
-{
-   stbi__int16 prefix;
-   stbi_uc first;
-   stbi_uc suffix;
-} stbi__gif_lzw;
-
-typedef struct
-{
-   int w,h;
-   stbi_uc *out;                 // output buffer (always 4 components)
-   stbi_uc *background;          // The current "background" as far as a gif is concerned
-   stbi_uc *history;
-   int flags, bgindex, ratio, transparent, eflags;
-   stbi_uc  pal[256][4];
-   stbi_uc lpal[256][4];
-   stbi__gif_lzw codes[8192];
-   stbi_uc *color_table;
-   int parse, step;
-   int lflags;
-   int start_x, start_y;
-   int max_x, max_y;
-   int cur_x, cur_y;
-   int line_size;
-   int delay;
-} stbi__gif;
-
-static int stbi__gif_test_raw(stbi__context *s)
-{
-   int sz;
-   if (stbi__get8(s) != 'G' || stbi__get8(s) != 'I' || stbi__get8(s) != 'F' || stbi__get8(s) != '8') return 0;
-   sz = stbi__get8(s);
-   if (sz != '9' && sz != '7') return 0;
-   if (stbi__get8(s) != 'a') return 0;
-   return 1;
-}
-
-static int stbi__gif_test(stbi__context *s)
-{
-   int r = stbi__gif_test_raw(s);
-   stbi__rewind(s);
-   return r;
-}
-
-static void stbi__gif_parse_colortable(stbi__context *s, stbi_uc pal[256][4], int num_entries, int transp)
-{
-   int i;
-   for (i=0; i < num_entries; ++i) {
-      pal[i][2] = stbi__get8(s);
-      pal[i][1] = stbi__get8(s);
-      pal[i][0] = stbi__get8(s);
-      pal[i][3] = transp == i ? 0 : 255;
-   }
-}
-
-static int stbi__gif_header(stbi__context *s, stbi__gif *g, int *comp, int is_info)
-{
-   stbi_uc version;
-   if (stbi__get8(s) != 'G' || stbi__get8(s) != 'I' || stbi__get8(s) != 'F' || stbi__get8(s) != '8')
-      return stbi__err("not GIF", "Corrupt GIF");
-
-   version = stbi__get8(s);
-   if (version != '7' && version != '9')    return stbi__err("not GIF", "Corrupt GIF");
-   if (stbi__get8(s) != 'a')                return stbi__err("not GIF", "Corrupt GIF");
-
-   stbi__g_failure_reason = "";
-   g->w = stbi__get16le(s);
-   g->h = stbi__get16le(s);
-   g->flags = stbi__get8(s);
-   g->bgindex = stbi__get8(s);
-   g->ratio = stbi__get8(s);
-   g->transparent = -1;
-
-   if (comp != 0) *comp = 4;  // can't actually tell whether it's 3 or 4 until we parse the comments
-
-   if (is_info) return 1;
-
-   if (g->flags & 0x80)
-      stbi__gif_parse_colortable(s,g->pal, 2 << (g->flags & 7), -1);
-
-   return 1;
-}
-
-static int stbi__gif_info_raw(stbi__context *s, int *x, int *y, int *comp)
-{
-   stbi__gif* g = (stbi__gif*) stbi__malloc(sizeof(stbi__gif));
-   if (!stbi__gif_header(s, g, comp, 1)) {
-      STBI_FREE(g);
-      stbi__rewind( s );
-      return 0;
-   }
-   if (x) *x = g->w;
-   if (y) *y = g->h;
-   STBI_FREE(g);
-   return 1;
-}
-
-static void stbi__out_gif_code(stbi__gif *g, stbi__uint16 code)
-{
-   stbi_uc *p, *c;
-   int idx;
-
-   // recurse to decode the prefixes, since the linked-list is backwards,
-   // and working backwards through an interleaved image would be nasty
-   if (g->codes[code].prefix >= 0)
-      stbi__out_gif_code(g, g->codes[code].prefix);
-
-   if (g->cur_y >= g->max_y) return;
-
-   idx = g->cur_x + g->cur_y;
-   p = &g->out[idx];
-   g->history[idx / 4] = 1;
-
-   c = &g->color_table[g->codes[code].suffix * 4];
-   if (c[3] > 128) { // don't render transparent pixels;
-      p[0] = c[2];
-      p[1] = c[1];
-      p[2] = c[0];
-      p[3] = c[3];
-   }
-   g->cur_x += 4;
-
-   if (g->cur_x >= g->max_x) {
-      g->cur_x = g->start_x;
-      g->cur_y += g->step;
-
-      while (g->cur_y >= g->max_y && g->parse > 0) {
-         g->step = (1 << g->parse) * g->line_size;
-         g->cur_y = g->start_y + (g->step >> 1);
-         --g->parse;
-      }
-   }
-}
-
-static stbi_uc *stbi__process_gif_raster(stbi__context *s, stbi__gif *g)
-{
-   stbi_uc lzw_cs;
-   stbi__int32 len, init_code;
-   stbi__uint32 first;
-   stbi__int32 codesize, codemask, avail, oldcode, bits, valid_bits, clear;
-   stbi__gif_lzw *p;
-
-   lzw_cs = stbi__get8(s);
-   if (lzw_cs > 12) return NULL;
-   clear = 1 << lzw_cs;
-   first = 1;
-   codesize = lzw_cs + 1;
-   codemask = (1 << codesize) - 1;
-   bits = 0;
-   valid_bits = 0;
-   for (init_code = 0; init_code < clear; init_code++) {
-      g->codes[init_code].prefix = -1;
-      g->codes[init_code].first = (stbi_uc) init_code;
-      g->codes[init_code].suffix = (stbi_uc) init_code;
-   }
-
-   // support no starting clear code
-   avail = clear+2;
-   oldcode = -1;
-
-   len = 0;
-   for(;;) {
-      if (valid_bits < codesize) {
-         if (len == 0) {
-            len = stbi__get8(s); // start new block
-            if (len == 0)
-               return g->out;
-         }
-         --len;
-         bits |= (stbi__int32) stbi__get8(s) << valid_bits;
-         valid_bits += 8;
-      } else {
-         stbi__int32 code = bits & codemask;
-         bits >>= codesize;
-         valid_bits -= codesize;
-         // @OPTIMIZE: is there some way we can accelerate the non-clear path?
-         if (code == clear) {  // clear code
-            codesize = lzw_cs + 1;
-            codemask = (1 << codesize) - 1;
-            avail = clear + 2;
-            oldcode = -1;
-            first = 0;
-         } else if (code == clear + 1) { // end of stream code
-            stbi__skip(s, len);
-            while ((len = stbi__get8(s)) > 0)
-               stbi__skip(s,len);
-            return g->out;
-         } else if (code <= avail) {
-            if (first) {
-               return stbi__errpuc("no clear code", "Corrupt GIF");
-            }
-
-            if (oldcode >= 0) {
-               p = &g->codes[avail++];
-               if (avail > 8192) {
-                  return stbi__errpuc("too many codes", "Corrupt GIF");
-               }
-
-               p->prefix = (stbi__int16) oldcode;
-               p->first = g->codes[oldcode].first;
-               p->suffix = (code == avail) ? p->first : g->codes[code].first;
-            } else if (code == avail)
-               return stbi__errpuc("illegal code in raster", "Corrupt GIF");
-
-            stbi__out_gif_code(g, (stbi__uint16) code);
-
-            if ((avail & codemask) == 0 && avail <= 0x0FFF) {
-               codesize++;
-               codemask = (1 << codesize) - 1;
-            }
-
-            oldcode = code;
-         } else {
-            return stbi__errpuc("illegal code in raster", "Corrupt GIF");
-         }
-      }
-   }
-}
-
-// this function is designed to support animated gifs, although stb_image doesn't support it
-// two back is the image from two frames ago, used for a very specific disposal format
-static stbi_uc *stbi__gif_load_next(stbi__context *s, stbi__gif *g, int *comp, int req_comp, stbi_uc *two_back)
-{
-   int dispose;
-   int first_frame;
-   int pi;
-   int pcount;
-   STBI_NOTUSED(req_comp);
-
-   // on first frame, any non-written pixels get the background colour (non-transparent)
-   first_frame = 0;
-   if (g->out == 0) {
-      if (!stbi__gif_header(s, g, comp,0)) return 0; // stbi__g_failure_reason set by stbi__gif_header
-      if (!stbi__mad3sizes_valid(4, g->w, g->h, 0))
-         return stbi__errpuc("too large", "GIF image is too large");
-      pcount = g->w * g->h;
-      g->out = (stbi_uc *) stbi__malloc(4 * pcount);
-      g->background = (stbi_uc *) stbi__malloc(4 * pcount);
-      g->history = (stbi_uc *) stbi__malloc(pcount);
-      if (!g->out || !g->background || !g->history)
-         return stbi__errpuc("outofmem", "Out of memory");
-
-      // image is treated as "transparent" at the start - ie, nothing overwrites the current background;
-      // background colour is only used for pixels that are not rendered first frame, after that "background"
-      // color refers to the color that was there the previous frame.
-      memset(g->out, 0x00, 4 * pcount);
-      memset(g->background, 0x00, 4 * pcount); // state of the background (starts transparent)
-      memset(g->history, 0x00, pcount);        // pixels that were affected previous frame
-      first_frame = 1;
-   } else {
-      // second frame - how do we dispoase of the previous one?
-      dispose = (g->eflags & 0x1C) >> 2;
-      pcount = g->w * g->h;
-
-      if ((dispose == 3) && (two_back == 0)) {
-         dispose = 2; // if I don't have an image to revert back to, default to the old background
-      }
-
-      if (dispose == 3) { // use previous graphic
-         for (pi = 0; pi < pcount; ++pi) {
-            if (g->history[pi]) {
-               memcpy( &g->out[pi * 4], &two_back[pi * 4], 4 );
-            }
-         }
-      } else if (dispose == 2) {
-         // restore what was changed last frame to background before that frame;
-         for (pi = 0; pi < pcount; ++pi) {
-            if (g->history[pi]) {
-               memcpy( &g->out[pi * 4], &g->background[pi * 4], 4 );
-            }
-         }
-      } else {
-         // This is a non-disposal case eithe way, so just
-         // leave the pixels as is, and they will become the new background
-         // 1: do not dispose
-         // 0:  not specified.
-      }
-
-      // background is what out is after the undoing of the previou frame;
-      memcpy( g->background, g->out, 4 * g->w * g->h );
-   }
-
-   // clear my history;
-   memset( g->history, 0x00, g->w * g->h );        // pixels that were affected previous frame
-
-   for (;;) {
-      int tag = stbi__get8(s);
-      switch (tag) {
-         case 0x2C: /* Image Descriptor */
-         {
-            stbi__int32 x, y, w, h;
-            stbi_uc *o;
-
-            x = stbi__get16le(s);
-            y = stbi__get16le(s);
-            w = stbi__get16le(s);
-            h = stbi__get16le(s);
-            if (((x + w) > (g->w)) || ((y + h) > (g->h)))
-               return stbi__errpuc("bad Image Descriptor", "Corrupt GIF");
-
-            g->line_size = g->w * 4;
-            g->start_x = x * 4;
-            g->start_y = y * g->line_size;
-            g->max_x   = g->start_x + w * 4;
-            g->max_y   = g->start_y + h * g->line_size;
-            g->cur_x   = g->start_x;
-            g->cur_y   = g->start_y;
-
-            // if the width of the specified rectangle is 0, that means
-            // we may not see *any* pixels or the image is malformed;
-            // to make sure this is caught, move the current y down to
-            // max_y (which is what out_gif_code checks).
-            if (w == 0)
-               g->cur_y = g->max_y;
-
-            g->lflags = stbi__get8(s);
-
-            if (g->lflags & 0x40) {
-               g->step = 8 * g->line_size; // first interlaced spacing
-               g->parse = 3;
-            } else {
-               g->step = g->line_size;
-               g->parse = 0;
-            }
-
-            if (g->lflags & 0x80) {
-               stbi__gif_parse_colortable(s,g->lpal, 2 << (g->lflags & 7), g->eflags & 0x01 ? g->transparent : -1);
-               g->color_table = (stbi_uc *) g->lpal;
-            } else if (g->flags & 0x80) {
-               g->color_table = (stbi_uc *) g->pal;
-            } else
-               return stbi__errpuc("missing color table", "Corrupt GIF");
-
-            o = stbi__process_gif_raster(s, g);
-            if (!o) return NULL;
-
-            // if this was the first frame,
-            pcount = g->w * g->h;
-            if (first_frame && (g->bgindex > 0)) {
-               // if first frame, any pixel not drawn to gets the background color
-               for (pi = 0; pi < pcount; ++pi) {
-                  if (g->history[pi] == 0) {
-                     g->pal[g->bgindex][3] = 255; // just in case it was made transparent, undo that; It will be reset next frame if need be;
-                     memcpy( &g->out[pi * 4], &g->pal[g->bgindex], 4 );
-                  }
-               }
-            }
-
-            return o;
-         }
-
-         case 0x21: // Comment Extension.
-         {
-            int len;
-            int ext = stbi__get8(s);
-            if (ext == 0xF9) { // Graphic Control Extension.
-               len = stbi__get8(s);
-               if (len == 4) {
-                  g->eflags = stbi__get8(s);
-                  g->delay = 10 * stbi__get16le(s); // delay - 1/100th of a second, saving as 1/1000ths.
-
-                  // unset old transparent
-                  if (g->transparent >= 0) {
-                     g->pal[g->transparent][3] = 255;
-                  }
-                  if (g->eflags & 0x01) {
-                     g->transparent = stbi__get8(s);
-                     if (g->transparent >= 0) {
-                        g->pal[g->transparent][3] = 0;
-                     }
-                  } else {
-                     // don't need transparent
-                     stbi__skip(s, 1);
-                     g->transparent = -1;
-                  }
-               } else {
-                  stbi__skip(s, len);
-                  break;
-               }
-            }
-            while ((len = stbi__get8(s)) != 0) {
-               stbi__skip(s, len);
-            }
-            break;
-         }
-
-         case 0x3B: // gif stream termination code
-            return (stbi_uc *) s; // using '1' causes warning on some compilers
-
-         default:
-            return stbi__errpuc("unknown code", "Corrupt GIF");
-      }
-   }
-}
-
-static void *stbi__load_gif_main(stbi__context *s, int **delays, int *x, int *y, int *z, int *comp, int req_comp)
-{
-   if (stbi__gif_test(s)) {
-      int layers = 0;
-      stbi_uc *u = 0;
-      stbi_uc *out = 0;
-      stbi_uc *two_back = 0;
-      stbi__gif g;
-      int stride;
-      memset(&g, 0, sizeof(g));
-      if (delays) {
-         *delays = 0;
-      }
-
-      do {
-         u = stbi__gif_load_next(s, &g, comp, req_comp, two_back);
-         if (u == (stbi_uc *) s) u = 0;  // end of animated gif marker
-
-         if (u) {
-            *x = g.w;
-            *y = g.h;
-            ++layers;
-            stride = g.w * g.h * 4;
-
-            if (out) {
-               void *tmp = (stbi_uc*) STBI_REALLOC( out, layers * stride );
-               if (NULL == tmp) {
-                  STBI_FREE(g.out);
-                  STBI_FREE(g.history);
-                  STBI_FREE(g.background);
-                  return stbi__errpuc("outofmem", "Out of memory");
-               }
-               else
-                  out = (stbi_uc*) tmp;
-               if (delays) {
-                  *delays = (int*) STBI_REALLOC( *delays, sizeof(int) * layers );
-               }
-            } else {
-               out = (stbi_uc*)stbi__malloc( layers * stride );
-               if (delays) {
-                  *delays = (int*) stbi__malloc( layers * sizeof(int) );
-               }
-            }
-            memcpy( out + ((layers - 1) * stride), u, stride );
-            if (layers >= 2) {
-               two_back = out - 2 * stride;
-            }
-
-            if (delays) {
-               (*delays)[layers - 1U] = g.delay;
-            }
-         }
-      } while (u != 0);
-
-      // free temp buffer;
-      STBI_FREE(g.out);
-      STBI_FREE(g.history);
-      STBI_FREE(g.background);
-
-      // do the final conversion after loading everything;
-      if (req_comp && req_comp != 4)
-         out = stbi__convert_format(out, 4, req_comp, layers * g.w, g.h);
-
-      *z = layers;
-      return out;
-   } else {
-      return stbi__errpuc("not GIF", "Image was not as a gif type.");
-   }
-}
-
-static void *stbi__gif_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri)
-{
-   stbi_uc *u = 0;
-   stbi__gif g;
-   memset(&g, 0, sizeof(g));
-   STBI_NOTUSED(ri);
-
-   u = stbi__gif_load_next(s, &g, comp, req_comp, 0);
-   if (u == (stbi_uc *) s) u = 0;  // end of animated gif marker
-   if (u) {
-      *x = g.w;
-      *y = g.h;
-
-      // moved conversion to after successful load so that the same
-      // can be done for multiple frames.
-      if (req_comp && req_comp != 4)
-         u = stbi__convert_format(u, 4, req_comp, g.w, g.h);
-   } else if (g.out) {
-      // if there was an error and we allocated an image buffer, free it!
-      STBI_FREE(g.out);
-   }
-
-   // free buffers needed for multiple frame loading;
-   STBI_FREE(g.history);
-   STBI_FREE(g.background);
-
-   return u;
-}
-
-static int stbi__gif_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   return stbi__gif_info_raw(s,x,y,comp);
-}
-#endif
-
-// *************************************************************************************************
-// Radiance RGBE HDR loader
-// originally by Nicolas Schulz
-#ifndef STBI_NO_HDR
-static int stbi__hdr_test_core(stbi__context *s, const char *signature)
-{
-   int i;
-   for (i=0; signature[i]; ++i)
-      if (stbi__get8(s) != signature[i])
-          return 0;
-   stbi__rewind(s);
-   return 1;
-}
-
-static int stbi__hdr_test(stbi__context* s)
-{
-   int r = stbi__hdr_test_core(s, "#?RADIANCE\n");
-   stbi__rewind(s);
-   if(!r) {
-       r = stbi__hdr_test_core(s, "#?RGBE\n");
-       stbi__rewind(s);
-   }
-   return r;
-}
-
-#define STBI__HDR_BUFLEN  1024
-static char *stbi__hdr_gettoken(stbi__context *z, char *buffer)
-{
-   int len=0;
-   char c = '\0';
-
-   c = (char) stbi__get8(z);
-
-   while (!stbi__at_eof(z) && c != '\n') {
-      buffer[len++] = c;
-      if (len == STBI__HDR_BUFLEN-1) {
-         // flush to end of line
-         while (!stbi__at_eof(z) && stbi__get8(z) != '\n')
-            ;
-         break;
-      }
-      c = (char) stbi__get8(z);
-   }
-
-   buffer[len] = 0;
-   return buffer;
-}
-
-static void stbi__hdr_convert(float *output, stbi_uc *input, int req_comp)
-{
-   if ( input[3] != 0 ) {
-      float f1;
-      // Exponent
-      f1 = (float) ldexp(1.0f, input[3] - (int)(128 + 8));
-      if (req_comp <= 2)
-         output[0] = (input[0] + input[1] + input[2]) * f1 / 3;
-      else {
-         output[0] = input[0] * f1;
-         output[1] = input[1] * f1;
-         output[2] = input[2] * f1;
-      }
-      if (req_comp == 2) output[1] = 1;
-      if (req_comp == 4) output[3] = 1;
-   } else {
-      switch (req_comp) {
-         case 4: output[3] = 1; /* fallthrough */
-         case 3: output[0] = output[1] = output[2] = 0;
-                 break;
-         case 2: output[1] = 1; /* fallthrough */
-         case 1: output[0] = 0;
-                 break;
-      }
-   }
-}
-
-static float *stbi__hdr_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri)
-{
-   char buffer[STBI__HDR_BUFLEN];
-   char *token;
-   int valid = 0;
-   int width, height;
-   stbi_uc *scanline;
-   float *hdr_data;
-   int len;
-   unsigned char count, value;
-   int i, j, k, c1,c2, z;
-   const char *headerToken;
-   STBI_NOTUSED(ri);
-
-   // Check identifier
-   headerToken = stbi__hdr_gettoken(s,buffer);
-   if (strcmp(headerToken, "#?RADIANCE") != 0 && strcmp(headerToken, "#?RGBE") != 0)
-      return stbi__errpf("not HDR", "Corrupt HDR image");
-
-   // Parse header
-   for(;;) {
-      token = stbi__hdr_gettoken(s,buffer);
-      if (token[0] == 0) break;
-      if (strcmp(token, "FORMAT=32-bit_rle_rgbe") == 0) valid = 1;
-   }
-
-   if (!valid)    return stbi__errpf("unsupported format", "Unsupported HDR format");
-
-   // Parse width and height
-   // can't use sscanf() if we're not using stdio!
-   token = stbi__hdr_gettoken(s,buffer);
-   if (strncmp(token, "-Y ", 3))  return stbi__errpf("unsupported data layout", "Unsupported HDR format");
-   token += 3;
-   height = (int) strtol(token, &token, 10);
-   while (*token == ' ') ++token;
-   if (strncmp(token, "+X ", 3))  return stbi__errpf("unsupported data layout", "Unsupported HDR format");
-   token += 3;
-   width = (int) strtol(token, NULL, 10);
-
-   *x = width;
-   *y = height;
-
-   if (comp) *comp = 3;
-   if (req_comp == 0) req_comp = 3;
-
-   if (!stbi__mad4sizes_valid(width, height, req_comp, sizeof(float), 0))
-      return stbi__errpf("too large", "HDR image is too large");
-
-   // Read data
-   hdr_data = (float *) stbi__malloc_mad4(width, height, req_comp, sizeof(float), 0);
-   if (!hdr_data)
-      return stbi__errpf("outofmem", "Out of memory");
-
-   // Load image data
-   // image data is stored as some number of sca
-   if ( width < 8 || width >= 32768) {
-      // Read flat data
-      for (j=0; j < height; ++j) {
-         for (i=0; i < width; ++i) {
-            stbi_uc rgbe[4];
-           main_decode_loop:
-            stbi__getn(s, rgbe, 4);
-            stbi__hdr_convert(hdr_data + j * width * req_comp + i * req_comp, rgbe, req_comp);
-         }
-      }
-   } else {
-      // Read RLE-encoded data
-      scanline = NULL;
-
-      for (j = 0; j < height; ++j) {
-         c1 = stbi__get8(s);
-         c2 = stbi__get8(s);
-         len = stbi__get8(s);
-         if (c1 != 2 || c2 != 2 || (len & 0x80)) {
-            // not run-length encoded, so we have to actually use THIS data as a decoded
-            // pixel (note this can't be a valid pixel--one of RGB must be >= 128)
-            stbi_uc rgbe[4];
-            rgbe[0] = (stbi_uc) c1;
-            rgbe[1] = (stbi_uc) c2;
-            rgbe[2] = (stbi_uc) len;
-            rgbe[3] = (stbi_uc) stbi__get8(s);
-            stbi__hdr_convert(hdr_data, rgbe, req_comp);
-            i = 1;
-            j = 0;
-            STBI_FREE(scanline);
-            goto main_decode_loop; // yes, this makes no sense
-         }
-         len <<= 8;
-         len |= stbi__get8(s);
-         if (len != width) { STBI_FREE(hdr_data); STBI_FREE(scanline); return stbi__errpf("invalid decoded scanline length", "corrupt HDR"); }
-         if (scanline == NULL) {
-            scanline = (stbi_uc *) stbi__malloc_mad2(width, 4, 0);
-            if (!scanline) {
-               STBI_FREE(hdr_data);
-               return stbi__errpf("outofmem", "Out of memory");
-            }
-         }
-
-         for (k = 0; k < 4; ++k) {
-            int nleft;
-            i = 0;
-            while ((nleft = width - i) > 0) {
-               count = stbi__get8(s);
-               if (count > 128) {
-                  // Run
-                  value = stbi__get8(s);
-                  count -= 128;
-                  if (count > nleft) { STBI_FREE(hdr_data); STBI_FREE(scanline); return stbi__errpf("corrupt", "bad RLE data in HDR"); }
-                  for (z = 0; z < count; ++z)
-                     scanline[i++ * 4 + k] = value;
-               } else {
-                  // Dump
-                  if (count > nleft) { STBI_FREE(hdr_data); STBI_FREE(scanline); return stbi__errpf("corrupt", "bad RLE data in HDR"); }
-                  for (z = 0; z < count; ++z)
-                     scanline[i++ * 4 + k] = stbi__get8(s);
-               }
-            }
-         }
-         for (i=0; i < width; ++i)
-            stbi__hdr_convert(hdr_data+(j*width + i)*req_comp, scanline + i*4, req_comp);
-      }
-      if (scanline)
-         STBI_FREE(scanline);
-   }
-
-   return hdr_data;
-}
-
-static int stbi__hdr_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   char buffer[STBI__HDR_BUFLEN];
-   char *token;
-   int valid = 0;
-   int dummy;
-
-   if (!x) x = &dummy;
-   if (!y) y = &dummy;
-   if (!comp) comp = &dummy;
-
-   if (stbi__hdr_test(s) == 0) {
-       stbi__rewind( s );
-       return 0;
-   }
-
-   for(;;) {
-      token = stbi__hdr_gettoken(s,buffer);
-      if (token[0] == 0) break;
-      if (strcmp(token, "FORMAT=32-bit_rle_rgbe") == 0) valid = 1;
-   }
-
-   if (!valid) {
-       stbi__rewind( s );
-       return 0;
-   }
-   token = stbi__hdr_gettoken(s,buffer);
-   if (strncmp(token, "-Y ", 3)) {
-       stbi__rewind( s );
-       return 0;
-   }
-   token += 3;
-   *y = (int) strtol(token, &token, 10);
-   while (*token == ' ') ++token;
-   if (strncmp(token, "+X ", 3)) {
-       stbi__rewind( s );
-       return 0;
-   }
-   token += 3;
-   *x = (int) strtol(token, NULL, 10);
-   *comp = 3;
-   return 1;
-}
-#endif // STBI_NO_HDR
-
-#ifndef STBI_NO_BMP
-static int stbi__bmp_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   void *p;
-   stbi__bmp_data info;
-
-   info.all_a = 255;
-   p = stbi__bmp_parse_header(s, &info);
-   stbi__rewind( s );
-   if (p == NULL)
-      return 0;
-   if (x) *x = s->img_x;
-   if (y) *y = s->img_y;
-   if (comp) {
-      if (info.bpp == 24 && info.ma == 0xff000000)
-         *comp = 3;
-      else
-         *comp = info.ma ? 4 : 3;
-   }
-   return 1;
-}
-#endif
-
-#ifndef STBI_NO_PSD
-static int stbi__psd_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   int channelCount, dummy, depth;
-   if (!x) x = &dummy;
-   if (!y) y = &dummy;
-   if (!comp) comp = &dummy;
-   if (stbi__get32be(s) != 0x38425053) {
-       stbi__rewind( s );
-       return 0;
-   }
-   if (stbi__get16be(s) != 1) {
-       stbi__rewind( s );
-       return 0;
-   }
-   stbi__skip(s, 6);
-   channelCount = stbi__get16be(s);
-   if (channelCount < 0 || channelCount > 16) {
-       stbi__rewind( s );
-       return 0;
-   }
-   *y = stbi__get32be(s);
-   *x = stbi__get32be(s);
-   depth = stbi__get16be(s);
-   if (depth != 8 && depth != 16) {
-       stbi__rewind( s );
-       return 0;
-   }
-   if (stbi__get16be(s) != 3) {
-       stbi__rewind( s );
-       return 0;
-   }
-   *comp = 4;
-   return 1;
-}
-
-static int stbi__psd_is16(stbi__context *s)
-{
-   int channelCount, depth;
-   if (stbi__get32be(s) != 0x38425053) {
-       stbi__rewind( s );
-       return 0;
-   }
-   if (stbi__get16be(s) != 1) {
-       stbi__rewind( s );
-       return 0;
-   }
-   stbi__skip(s, 6);
-   channelCount = stbi__get16be(s);
-   if (channelCount < 0 || channelCount > 16) {
-       stbi__rewind( s );
-       return 0;
-   }
-   (void) stbi__get32be(s);
-   (void) stbi__get32be(s);
-   depth = stbi__get16be(s);
-   if (depth != 16) {
-       stbi__rewind( s );
-       return 0;
-   }
-   return 1;
-}
-#endif
-
-#ifndef STBI_NO_PIC
-static int stbi__pic_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   int act_comp=0,num_packets=0,chained,dummy;
-   stbi__pic_packet packets[10];
-
-   if (!x) x = &dummy;
-   if (!y) y = &dummy;
-   if (!comp) comp = &dummy;
-
-   if (!stbi__pic_is4(s,"\x53\x80\xF6\x34")) {
-      stbi__rewind(s);
-      return 0;
-   }
-
-   stbi__skip(s, 88);
-
-   *x = stbi__get16be(s);
-   *y = stbi__get16be(s);
-   if (stbi__at_eof(s)) {
-      stbi__rewind( s);
-      return 0;
-   }
-   if ( (*x) != 0 && (1 << 28) / (*x) < (*y)) {
-      stbi__rewind( s );
-      return 0;
-   }
-
-   stbi__skip(s, 8);
-
-   do {
-      stbi__pic_packet *packet;
-
-      if (num_packets==sizeof(packets)/sizeof(packets[0]))
-         return 0;
-
-      packet = &packets[num_packets++];
-      chained = stbi__get8(s);
-      packet->size    = stbi__get8(s);
-      packet->type    = stbi__get8(s);
-      packet->channel = stbi__get8(s);
-      act_comp |= packet->channel;
-
-      if (stbi__at_eof(s)) {
-          stbi__rewind( s );
-          return 0;
-      }
-      if (packet->size != 8) {
-          stbi__rewind( s );
-          return 0;
-      }
-   } while (chained);
-
-   *comp = (act_comp & 0x10 ? 4 : 3);
-
-   return 1;
-}
-#endif
-
-// *************************************************************************************************
-// Portable Gray Map and Portable Pixel Map loader
-// by Ken Miller
-//
-// PGM: http://netpbm.sourceforge.net/doc/pgm.html
-// PPM: http://netpbm.sourceforge.net/doc/ppm.html
-//
-// Known limitations:
-//    Does not support comments in the header section
-//    Does not support ASCII image data (formats P2 and P3)
-//    Does not support 16-bit-per-channel
-
-#ifndef STBI_NO_PNM
-
-static int      stbi__pnm_test(stbi__context *s)
-{
-   char p, t;
-   p = (char) stbi__get8(s);
-   t = (char) stbi__get8(s);
-   if (p != 'P' || (t != '5' && t != '6')) {
-       stbi__rewind( s );
-       return 0;
-   }
-   return 1;
-}
-
-static void *stbi__pnm_load(stbi__context *s, int *x, int *y, int *comp, int req_comp, stbi__result_info *ri)
-{
-   stbi_uc *out;
-   STBI_NOTUSED(ri);
-
-   if (!stbi__pnm_info(s, (int *)&s->img_x, (int *)&s->img_y, (int *)&s->img_n))
-      return 0;
-
-   *x = s->img_x;
-   *y = s->img_y;
-   if (comp) *comp = s->img_n;
-
-   if (!stbi__mad3sizes_valid(s->img_n, s->img_x, s->img_y, 0))
-      return stbi__errpuc("too large", "PNM too large");
-
-   out = (stbi_uc *) stbi__malloc_mad3(s->img_n, s->img_x, s->img_y, 0);
-   if (!out) return stbi__errpuc("outofmem", "Out of memory");
-   stbi__getn(s, out, s->img_n * s->img_x * s->img_y);
-
-   if (req_comp && req_comp != s->img_n) {
-      out = stbi__convert_format(out, s->img_n, req_comp, s->img_x, s->img_y);
-      if (out == NULL) return out; // stbi__convert_format frees input on failure
-   }
-   return out;
-}
-
-static int      stbi__pnm_isspace(char c)
-{
-   return c == ' ' || c == '\t' || c == '\n' || c == '\v' || c == '\f' || c == '\r';
-}
-
-static void     stbi__pnm_skip_whitespace(stbi__context *s, char *c)
-{
-   for (;;) {
-      while (!stbi__at_eof(s) && stbi__pnm_isspace(*c))
-         *c = (char) stbi__get8(s);
-
-      if (stbi__at_eof(s) || *c != '#')
-         break;
-
-      while (!stbi__at_eof(s) && *c != '\n' && *c != '\r' )
-         *c = (char) stbi__get8(s);
-   }
-}
-
-static int      stbi__pnm_isdigit(char c)
-{
-   return c >= '0' && c <= '9';
-}
-
-static int      stbi__pnm_getinteger(stbi__context *s, char *c)
-{
-   int value = 0;
-
-   while (!stbi__at_eof(s) && stbi__pnm_isdigit(*c)) {
-      value = value*10 + (*c - '0');
-      *c = (char) stbi__get8(s);
-   }
-
-   return value;
-}
-
-static int      stbi__pnm_info(stbi__context *s, int *x, int *y, int *comp)
-{
-   int maxv, dummy;
-   char c, p, t;
-
-   if (!x) x = &dummy;
-   if (!y) y = &dummy;
-   if (!comp) comp = &dummy;
-
-   stbi__rewind(s);
-
-   // Get identifier
-   p = (char) stbi__get8(s);
-   t = (char) stbi__get8(s);
-   if (p != 'P' || (t != '5' && t != '6')) {
-       stbi__rewind(s);
-       return 0;
-   }
-
-   *comp = (t == '6') ? 3 : 1;  // '5' is 1-component .pgm; '6' is 3-component .ppm
-
-   c = (char) stbi__get8(s);
-   stbi__pnm_skip_whitespace(s, &c);
-
-   *x = stbi__pnm_getinteger(s, &c); // read width
-   stbi__pnm_skip_whitespace(s, &c);
-
-   *y = stbi__pnm_getinteger(s, &c); // read height
-   stbi__pnm_skip_whitespace(s, &c);
-
-   maxv = stbi__pnm_getinteger(s, &c);  // read max value
-
-   if (maxv > 255)
-      return stbi__err("max value > 255", "PPM image not 8-bit");
-   else
-      return 1;
-}
-#endif
-
-static int stbi__info_main(stbi__context *s, int *x, int *y, int *comp)
-{
-   #ifndef STBI_NO_JPEG
-   if (stbi__jpeg_info(s, x, y, comp)) return 1;
-   #endif
-
-   #ifndef STBI_NO_PNG
-   if (stbi__png_info(s, x, y, comp))  return 1;
-   #endif
-
-   #ifndef STBI_NO_GIF
-   if (stbi__gif_info(s, x, y, comp))  return 1;
-   #endif
-
-   #ifndef STBI_NO_BMP
-   if (stbi__bmp_info(s, x, y, comp))  return 1;
-   #endif
-
-   #ifndef STBI_NO_PSD
-   if (stbi__psd_info(s, x, y, comp))  return 1;
-   #endif
-
-   #ifndef STBI_NO_PIC
-   if (stbi__pic_info(s, x, y, comp))  return 1;
-   #endif
-
-   #ifndef STBI_NO_PNM
-   if (stbi__pnm_info(s, x, y, comp))  return 1;
-   #endif
-
-   #ifndef STBI_NO_HDR
-   if (stbi__hdr_info(s, x, y, comp))  return 1;
-   #endif
-
-   // test tga last because it's a crappy test!
-   #ifndef STBI_NO_TGA
-   if (stbi__tga_info(s, x, y, comp))
-       return 1;
-   #endif
-   return stbi__err("unknown image type", "Image not of any known type, or corrupt");
-}
-
-static int stbi__is_16_main(stbi__context *s)
-{
-   #ifndef STBI_NO_PNG
-   if (stbi__png_is16(s))  return 1;
-   #endif
-
-   #ifndef STBI_NO_PSD
-   if (stbi__psd_is16(s))  return 1;
-   #endif
-
-   return 0;
-}
-
-#ifndef STBI_NO_STDIO
-STBIDEF int stbi_info(char const *filename, int *x, int *y, int *comp)
-{
-    FILE *f = stbi__fopen(filename, "rb");
-    int result;
-    if (!f) return stbi__err("can't fopen", "Unable to open file");
-    result = stbi_info_from_file(f, x, y, comp);
-    fclose(f);
-    return result;
-}
-
-STBIDEF int stbi_info_from_file(FILE *f, int *x, int *y, int *comp)
-{
-   int r;
-   stbi__context s;
-   long pos = ftell(f);
-   stbi__start_file(&s, f);
-   r = stbi__info_main(&s,x,y,comp);
-   fseek(f,pos,SEEK_SET);
-   return r;
-}
-
-STBIDEF int stbi_is_16_bit(char const *filename)
-{
-    FILE *f = stbi__fopen(filename, "rb");
-    int result;
-    if (!f) return stbi__err("can't fopen", "Unable to open file");
-    result = stbi_is_16_bit_from_file(f);
-    fclose(f);
-    return result;
-}
-
-STBIDEF int stbi_is_16_bit_from_file(FILE *f)
-{
-   int r;
-   stbi__context s;
-   long pos = ftell(f);
-   stbi__start_file(&s, f);
-   r = stbi__is_16_main(&s);
-   fseek(f,pos,SEEK_SET);
-   return r;
-}
-#endif // !STBI_NO_STDIO
-
-STBIDEF int stbi_info_from_memory(stbi_uc const *buffer, int len, int *x, int *y, int *comp)
-{
-   stbi__context s;
-   stbi__start_mem(&s,buffer,len);
-   return stbi__info_main(&s,x,y,comp);
-}
-
-STBIDEF int stbi_info_from_callbacks(stbi_io_callbacks const *c, void *user, int *x, int *y, int *comp)
-{
-   stbi__context s;
-   stbi__start_callbacks(&s, (stbi_io_callbacks *) c, user);
-   return stbi__info_main(&s,x,y,comp);
-}
-
-STBIDEF int stbi_is_16_bit_from_memory(stbi_uc const *buffer, int len)
-{
-   stbi__context s;
-   stbi__start_mem(&s,buffer,len);
-   return stbi__is_16_main(&s);
-}
-
-STBIDEF int stbi_is_16_bit_from_callbacks(stbi_io_callbacks const *c, void *user)
-{
-   stbi__context s;
-   stbi__start_callbacks(&s, (stbi_io_callbacks *) c, user);
-   return stbi__is_16_main(&s);
-}
-
-#endif // STB_IMAGE_IMPLEMENTATION
-
-/*
-   revision history:
-      2.20  (2019-02-07) support utf8 filenames in Windows; fix warnings and platform ifdefs
-      2.19  (2018-02-11) fix warning
-      2.18  (2018-01-30) fix warnings
-      2.17  (2018-01-29) change sbti__shiftsigned to avoid clang -O2 bug
-                         1-bit BMP
-                         *_is_16_bit api
-                         avoid warnings
-      2.16  (2017-07-23) all functions have 16-bit variants;
-                         STBI_NO_STDIO works again;
-                         compilation fixes;
-                         fix rounding in unpremultiply;
-                         optimize vertical flip;
-                         disable raw_len validation;
-                         documentation fixes
-      2.15  (2017-03-18) fix png-1,2,4 bug; now all Imagenet JPGs decode;
-                         warning fixes; disable run-time SSE detection on gcc;
-                         uniform handling of optional "return" values;
-                         thread-safe initialization of zlib tables
-      2.14  (2017-03-03) remove deprecated STBI_JPEG_OLD; fixes for Imagenet JPGs
-      2.13  (2016-11-29) add 16-bit API, only supported for PNG right now
-      2.12  (2016-04-02) fix typo in 2.11 PSD fix that caused crashes
-      2.11  (2016-04-02) allocate large structures on the stack
-                         remove white matting for transparent PSD
-                         fix reported channel count for PNG & BMP
-                         re-enable SSE2 in non-gcc 64-bit
-                         support RGB-formatted JPEG
-                         read 16-bit PNGs (only as 8-bit)
-      2.10  (2016-01-22) avoid warning introduced in 2.09 by STBI_REALLOC_SIZED
-      2.09  (2016-01-16) allow comments in PNM files
-                         16-bit-per-pixel TGA (not bit-per-component)
-                         info() for TGA could break due to .hdr handling
-                         info() for BMP to shares code instead of sloppy parse
-                         can use STBI_REALLOC_SIZED if allocator doesn't support realloc
-                         code cleanup
-      2.08  (2015-09-13) fix to 2.07 cleanup, reading RGB PSD as RGBA
-      2.07  (2015-09-13) fix compiler warnings
-                         partial animated GIF support
-                         limited 16-bpc PSD support
-                         #ifdef unused functions
-                         bug with < 92 byte PIC,PNM,HDR,TGA
-      2.06  (2015-04-19) fix bug where PSD returns wrong '*comp' value
-      2.05  (2015-04-19) fix bug in progressive JPEG handling, fix warning
-      2.04  (2015-04-15) try to re-enable SIMD on MinGW 64-bit
-      2.03  (2015-04-12) extra corruption checking (mmozeiko)
-                         stbi_set_flip_vertically_on_load (nguillemot)
-                         fix NEON support; fix mingw support
-      2.02  (2015-01-19) fix incorrect assert, fix warning
-      2.01  (2015-01-17) fix various warnings; suppress SIMD on gcc 32-bit without -msse2
-      2.00b (2014-12-25) fix STBI_MALLOC in progressive JPEG
-      2.00  (2014-12-25) optimize JPG, including x86 SSE2 & NEON SIMD (ryg)
-                         progressive JPEG (stb)
-                         PGM/PPM support (Ken Miller)
-                         STBI_MALLOC,STBI_REALLOC,STBI_FREE
-                         GIF bugfix -- seemingly never worked
-                         STBI_NO_*, STBI_ONLY_*
-      1.48  (2014-12-14) fix incorrectly-named assert()
-      1.47  (2014-12-14) 1/2/4-bit PNG support, both direct and paletted (Omar Cornut & stb)
-                         optimize PNG (ryg)
-                         fix bug in interlaced PNG with user-specified channel count (stb)
-      1.46  (2014-08-26)
-              fix broken tRNS chunk (colorkey-style transparency) in non-paletted PNG
-      1.45  (2014-08-16)
-              fix MSVC-ARM internal compiler error by wrapping malloc
-      1.44  (2014-08-07)
-              various warning fixes from Ronny Chevalier
-      1.43  (2014-07-15)
-              fix MSVC-only compiler problem in code changed in 1.42
-      1.42  (2014-07-09)
-              don't define _CRT_SECURE_NO_WARNINGS (affects user code)
-              fixes to stbi__cleanup_jpeg path
-              added STBI_ASSERT to avoid requiring assert.h
-      1.41  (2014-06-25)
-              fix search&replace from 1.36 that messed up comments/error messages
-      1.40  (2014-06-22)
-              fix gcc struct-initialization warning
-      1.39  (2014-06-15)
-              fix to TGA optimization when req_comp != number of components in TGA;
-              fix to GIF loading because BMP wasn't rewinding (whoops, no GIFs in my test suite)
-              add support for BMP version 5 (more ignored fields)
-      1.38  (2014-06-06)
-              suppress MSVC warnings on integer casts truncating values
-              fix accidental rename of 'skip' field of I/O
-      1.37  (2014-06-04)
-              remove duplicate typedef
-      1.36  (2014-06-03)
-              convert to header file single-file library
-              if de-iphone isn't set, load iphone images color-swapped instead of returning NULL
-      1.35  (2014-05-27)
-              various warnings
-              fix broken STBI_SIMD path
-              fix bug where stbi_load_from_file no longer left file pointer in correct place
-              fix broken non-easy path for 32-bit BMP (possibly never used)
-              TGA optimization by Arseny Kapoulkine
-      1.34  (unknown)
-              use STBI_NOTUSED in stbi__resample_row_generic(), fix one more leak in tga failure case
-      1.33  (2011-07-14)
-              make stbi_is_hdr work in STBI_NO_HDR (as specified), minor compiler-friendly improvements
-      1.32  (2011-07-13)
-              support for "info" function for all supported filetypes (SpartanJ)
-      1.31  (2011-06-20)
-              a few more leak fixes, bug in PNG handling (SpartanJ)
-      1.30  (2011-06-11)
-              added ability to load files via callbacks to accomidate custom input streams (Ben Wenger)
-              removed deprecated format-specific test/load functions
-              removed support for installable file formats (stbi_loader) -- would have been broken for IO callbacks anyway
-              error cases in bmp and tga give messages and don't leak (Raymond Barbiero, grisha)
-              fix inefficiency in decoding 32-bit BMP (David Woo)
-      1.29  (2010-08-16)
-              various warning fixes from Aurelien Pocheville
-      1.28  (2010-08-01)
-              fix bug in GIF palette transparency (SpartanJ)
-      1.27  (2010-08-01)
-              cast-to-stbi_uc to fix warnings
-      1.26  (2010-07-24)
-              fix bug in file buffering for PNG reported by SpartanJ
-      1.25  (2010-07-17)
-              refix trans_data warning (Won Chun)
-      1.24  (2010-07-12)
-              perf improvements reading from files on platforms with lock-heavy fgetc()
-              minor perf improvements for jpeg
-              deprecated type-specific functions so we'll get feedback if they're needed
-              attempt to fix trans_data warning (Won Chun)
-      1.23    fixed bug in iPhone support
-      1.22  (2010-07-10)
-              removed image *writing* support
-              stbi_info support from Jetro Lauha
-              GIF support from Jean-Marc Lienher
-              iPhone PNG-extensions from James Brown
-              warning-fixes from Nicolas Schulz and Janez Zemva (i.stbi__err. Janez (U+017D)emva)
-      1.21    fix use of 'stbi_uc' in header (reported by jon blow)
-      1.20    added support for Softimage PIC, by Tom Seddon
-      1.19    bug in interlaced PNG corruption check (found by ryg)
-      1.18  (2008-08-02)
-              fix a threading bug (local mutable static)
-      1.17    support interlaced PNG
-      1.16    major bugfix - stbi__convert_format converted one too many pixels
-      1.15    initialize some fields for thread safety
-      1.14    fix threadsafe conversion bug
-              header-file-only version (#define STBI_HEADER_FILE_ONLY before including)
-      1.13    threadsafe
-      1.12    const qualifiers in the API
-      1.11    Support installable IDCT, colorspace conversion routines
-      1.10    Fixes for 64-bit (don't use "unsigned long")
-              optimized upsampling by Fabian "ryg" Giesen
-      1.09    Fix format-conversion for PSD code (bad global variables!)
-      1.08    Thatcher Ulrich's PSD code integrated by Nicolas Schulz
-      1.07    attempt to fix C++ warning/errors again
-      1.06    attempt to fix C++ warning/errors again
-      1.05    fix TGA loading to return correct *comp and use good luminance calc
-      1.04    default float alpha is 1, not 255; use 'void *' for stbi_image_free
-      1.03    bugfixes to STBI_NO_STDIO, STBI_NO_HDR
-      1.02    support for (subset of) HDR files, float interface for preferred access to them
-      1.01    fix bug: possible bug in handling right-side up bmps... not sure
-              fix bug: the stbi__bmp_load() and stbi__tga_load() functions didn't work at all
-      1.00    interface to zlib that skips zlib header
-      0.99    correct handling of alpha in palette
-      0.98    TGA loader by lonesock; dynamically add loaders (untested)
-      0.97    jpeg errors on too large a file; also catch another malloc failure
-      0.96    fix detection of invalid v value - particleman@mollyrocket forum
-      0.95    during header scan, seek to markers in case of padding
-      0.94    STBI_NO_STDIO to disable stdio usage; rename all #defines the same
-      0.93    handle jpegtran output; verbose errors
-      0.92    read 4,8,16,24,32-bit BMP files of several formats
-      0.91    output 24-bit Windows 3.0 BMP files
-      0.90    fix a few more warnings; bump version number to approach 1.0
-      0.61    bugfixes due to Marc LeBlanc, Christopher Lloyd
-      0.60    fix compiling as c++
-      0.59    fix warnings: merge Dave Moore's -Wall fixes
-      0.58    fix bug: zlib uncompressed mode len/nlen was wrong endian
-      0.57    fix bug: jpg last huffman symbol before marker was >9 bits but less than 16 available
-      0.56    fix bug: zlib uncompressed mode len vs. nlen
-      0.55    fix bug: restart_interval not initialized to 0
-      0.54    allow NULL for 'int *comp'
-      0.53    fix bug in png 3->4; speedup png decoding
-      0.52    png handles req_comp=3,4 directly; minor cleanup; jpeg comments
-      0.51    obey req_comp requests, 1-component jpegs return as 1-component,
-              on 'test' only check type, not whether we support this variant
-      0.50  (2006-11-19)
-              first released version
-*/
-
-
-/*
-------------------------------------------------------------------------------
-This software is available under 2 licenses -- choose whichever you prefer.
-------------------------------------------------------------------------------
-ALTERNATIVE A - MIT License
-Copyright (c) 2017 Sean Barrett
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
-of the Software, and to permit persons to whom the Software is furnished to do
-so, subject to the following conditions:
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
-------------------------------------------------------------------------------
-ALTERNATIVE B - Public Domain (www.unlicense.org)
-This is free and unencumbered software released into the public domain.
-Anyone is free to copy, modify, publish, use, compile, sell, or distribute this
-software, either in source code form or as a compiled binary, for any purpose,
-commercial or non-commercial, and by any means.
-In jurisdictions that recognize copyright laws, the author or authors of this
-software dedicate any and all copyright interest in the software to the public
-domain. We make this dedication for the benefit of the public at large and to
-the detriment of our heirs and successors. We intend this dedication to be an
-overt act of relinquishment in perpetuity of all present and future rights to
-this software under copyright law.
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
-ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
-WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-------------------------------------------------------------------------------
-*/

code/components/jomjol_image_proc/stb_image_resize.h

@@ -1,2598 +0,0 @@
-/* stb_image_resize - v0.96 - public domain image resizing
-   by Jorge L Rodriguez (@VinoBS) - 2014
-   http://github.com/nothings/stb
-   Written with emphasis on usability, portability, and efficiency. (No
-   SIMD or threads, so it be easily outperformed by libs that use those.)
-   Only scaling and translation is supported, no rotations or shears.
-   Easy API downsamples w/Mitchell filter, upsamples w/cubic interpolation.
-   COMPILING & LINKING
-      In one C/C++ file that #includes this file, do this:
-         #define STB_IMAGE_RESIZE_IMPLEMENTATION
-      before the #include. That will create the implementation in that file.
-   QUICKSTART
-      stbir_resize_uint8(      input_pixels , in_w , in_h , 0,
-                               output_pixels, out_w, out_h, 0, num_channels)
-      stbir_resize_float(...)
-      stbir_resize_uint8_srgb( input_pixels , in_w , in_h , 0,
-                               output_pixels, out_w, out_h, 0,
-                               num_channels , alpha_chan  , 0)
-      stbir_resize_uint8_srgb_edgemode(
-                               input_pixels , in_w , in_h , 0,
-                               output_pixels, out_w, out_h, 0,
-                               num_channels , alpha_chan  , 0, STBIR_EDGE_CLAMP)
-                                                            // WRAP/REFLECT/ZERO
-   FULL API
-      See the "header file" section of the source for API documentation.
-   ADDITIONAL DOCUMENTATION
-      SRGB & FLOATING POINT REPRESENTATION
-         The sRGB functions presume IEEE floating point. If you do not have
-         IEEE floating point, define STBIR_NON_IEEE_FLOAT. This will use
-         a slower implementation.
-      MEMORY ALLOCATION
-         The resize functions here perform a single memory allocation using
-         malloc. To control the memory allocation, before the #include that
-         triggers the implementation, do:
-            #define STBIR_MALLOC(size,context) ...
-            #define STBIR_FREE(ptr,context)   ...
-         Each resize function makes exactly one call to malloc/free, so to use
-         temp memory, store the temp memory in the context and return that.
-      ASSERT
-         Define STBIR_ASSERT(boolval) to override assert() and not use assert.h
-      OPTIMIZATION
-         Define STBIR_SATURATE_INT to compute clamp values in-range using
-         integer operations instead of float operations. This may be faster
-         on some platforms.
-      DEFAULT FILTERS
-         For functions which don't provide explicit control over what filters
-         to use, you can change the compile-time defaults with
-            #define STBIR_DEFAULT_FILTER_UPSAMPLE     STBIR_FILTER_something
-            #define STBIR_DEFAULT_FILTER_DOWNSAMPLE   STBIR_FILTER_something
-         See stbir_filter in the header-file section for the list of filters.
-      NEW FILTERS
-         A number of 1D filter kernels are used. For a list of
-         supported filters see the stbir_filter enum. To add a new filter,
-         write a filter function and add it to stbir__filter_info_table.
-      PROGRESS
-         For interactive use with slow resize operations, you can install
-         a progress-report callback:
-            #define STBIR_PROGRESS_REPORT(val)   some_func(val)
-         The parameter val is a float which goes from 0 to 1 as progress is made.
-         For example:
-            static void my_progress_report(float progress);
-            #define STBIR_PROGRESS_REPORT(val) my_progress_report(val)
-            #define STB_IMAGE_RESIZE_IMPLEMENTATION
-            #include "stb_image_resize.h"
-            static void my_progress_report(float progress)
-            {
-               printf("Progress: %f%%\n", progress*100);
-            }
-      MAX CHANNELS
-         If your image has more than 64 channels, define STBIR_MAX_CHANNELS
-         to the max you'll have.
-      ALPHA CHANNEL
-         Most of the resizing functions provide the ability to control how
-         the alpha channel of an image is processed. The important things
-         to know about this:
-         1. The best mathematically-behaved version of alpha to use is
-         called "premultiplied alpha", in which the other color channels
-         have had the alpha value multiplied in. If you use premultiplied
-         alpha, linear filtering (such as image resampling done by this
-         library, or performed in texture units on GPUs) does the "right
-         thing". While premultiplied alpha is standard in the movie CGI
-         industry, it is still uncommon in the videogame/real-time world.
-         If you linearly filter non-premultiplied alpha, strange effects
-         occur. (For example, the 50/50 average of 99% transparent bright green
-         and 1% transparent black produces 50% transparent dark green when
-         non-premultiplied, whereas premultiplied it produces 50%
-         transparent near-black. The former introduces green energy
-         that doesn't exist in the source image.)
-         2. Artists should not edit premultiplied-alpha images; artists
-         want non-premultiplied alpha images. Thus, art tools generally output
-         non-premultiplied alpha images.
-         3. You will get best results in most cases by converting images
-         to premultiplied alpha before processing them mathematically.
-         4. If you pass the flag STBIR_FLAG_ALPHA_PREMULTIPLIED, the
-         resizer does not do anything special for the alpha channel;
-         it is resampled identically to other channels. This produces
-         the correct results for premultiplied-alpha images, but produces
-         less-than-ideal results for non-premultiplied-alpha images.
-         5. If you do not pass the flag STBIR_FLAG_ALPHA_PREMULTIPLIED,
-         then the resizer weights the contribution of input pixels
-         based on their alpha values, or, equivalently, it multiplies
-         the alpha value into the color channels, resamples, then divides
-         by the resultant alpha value. Input pixels which have alpha=0 do
-         not contribute at all to output pixels unless _all_ of the input
-         pixels affecting that output pixel have alpha=0, in which case
-         the result for that pixel is the same as it would be without
-         STBIR_FLAG_ALPHA_PREMULTIPLIED. However, this is only true for
-         input images in integer formats. For input images in float format,
-         input pixels with alpha=0 have no effect, and output pixels
-         which have alpha=0 will be 0 in all channels. (For float images,
-         you can manually achieve the same result by adding a tiny epsilon
-         value to the alpha channel of every image, and then subtracting
-         or clamping it at the end.)
-         6. You can suppress the behavior described in #5 and make
-         all-0-alpha pixels have 0 in all channels by #defining
-         STBIR_NO_ALPHA_EPSILON.
-         7. You can separately control whether the alpha channel is
-         interpreted as linear or affected by the colorspace. By default
-         it is linear; you almost never want to apply the colorspace.
-         (For example, graphics hardware does not apply sRGB conversion
-         to the alpha channel.)
-   CONTRIBUTORS
-      Jorge L Rodriguez: Implementation
-      Sean Barrett: API design, optimizations
-      Aras Pranckevicius: bugfix
-      Nathan Reed: warning fixes
-   REVISIONS
-      0.97 (2020-02-02) fixed warning
-      0.96 (2019-03-04) fixed warnings
-      0.95 (2017-07-23) fixed warnings
-      0.94 (2017-03-18) fixed warnings
-      0.93 (2017-03-03) fixed bug with certain combinations of heights
-      0.92 (2017-01-02) fix integer overflow on large (>2GB) images
-      0.91 (2016-04-02) fix warnings; fix handling of subpixel regions
-      0.90 (2014-09-17) first released version
-   LICENSE
-     See end of file for license information.
-   TODO
-      Don't decode all of the image data when only processing a partial tile
-      Don't use full-width decode buffers when only processing a partial tile
-      When processing wide images, break processing into tiles so data fits in L1 cache
-      Installable filters?
-      Resize that respects alpha test coverage
-         (Reference code: FloatImage::alphaTestCoverage and FloatImage::scaleAlphaToCoverage:
-         https://code.google.com/p/nvidia-texture-tools/source/browse/trunk/src/nvimage/FloatImage.cpp )
-*/
-
-
-
-
-#ifndef STBIR_INCLUDE_STB_IMAGE_RESIZE_H
-#define STBIR_INCLUDE_STB_IMAGE_RESIZE_H
-
-#ifdef _MSC_VER
-typedef unsigned char  stbir_uint8;
-typedef unsigned short stbir_uint16;
-typedef unsigned int   stbir_uint32;
-#else
-#include <stdint.h>
-typedef uint8_t  stbir_uint8;
-typedef uint16_t stbir_uint16;
-typedef uint32_t stbir_uint32;
-#endif
-
-#ifndef STBIRDEF
-#ifdef STB_IMAGE_RESIZE_STATIC
-#define STBIRDEF static
-#else
-#ifdef __cplusplus
-#define STBIRDEF extern "C"
-#else
-#define STBIRDEF extern
-#endif
-#endif
-#endif
-
-//////////////////////////////////////////////////////////////////////////////
-//
-// Easy-to-use API:
-//
-//     * "input pixels" points to an array of image data with 'num_channels' channels (e.g. RGB=3, RGBA=4)
-//     * input_w is input image width (x-axis), input_h is input image height (y-axis)
-//     * stride is the offset between successive rows of image data in memory, in bytes. you can
-//       specify 0 to mean packed continuously in memory
-//     * alpha channel is treated identically to other channels.
-//     * colorspace is linear or sRGB as specified by function name
-//     * returned result is 1 for success or 0 in case of an error.
-//       #define STBIR_ASSERT() to trigger an assert on parameter validation errors.
-//     * Memory required grows approximately linearly with input and output size, but with
-//       discontinuities at input_w == output_w and input_h == output_h.
-//     * These functions use a "default" resampling filter defined at compile time. To change the filter,
-//       you can change the compile-time defaults by #defining STBIR_DEFAULT_FILTER_UPSAMPLE
-//       and STBIR_DEFAULT_FILTER_DOWNSAMPLE, or you can use the medium-complexity API.
-
-STBIRDEF int stbir_resize_uint8(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels);
-
-STBIRDEF int stbir_resize_float(const float* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    float* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels);
-
-
-// The following functions interpret image data as gamma-corrected sRGB.
-// Specify STBIR_ALPHA_CHANNEL_NONE if you have no alpha channel,
-// or otherwise provide the index of the alpha channel. Flags value
-// of 0 will probably do the right thing if you're not sure what
-// the flags mean.
-
-#define STBIR_ALPHA_CHANNEL_NONE       -1
-
-// Set this flag if your texture has premultiplied alpha. Otherwise, stbir will
-// use alpha-weighted resampling (effectively premultiplying, resampling,
-// then unpremultiplying).
-#define STBIR_FLAG_ALPHA_PREMULTIPLIED    (1 << 0)
-// The specified alpha channel should be handled as gamma-corrected value even
-// when doing sRGB operations.
-#define STBIR_FLAG_ALPHA_USES_COLORSPACE  (1 << 1)
-
-STBIRDEF int stbir_resize_uint8_srgb(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags);
-
-
-typedef enum
-{
-    STBIR_EDGE_CLAMP = 1,
-    STBIR_EDGE_REFLECT = 2,
-    STBIR_EDGE_WRAP = 3,
-    STBIR_EDGE_ZERO = 4,
-} stbir_edge;
-
-// This function adds the ability to specify how requests to sample off the edge of the image are handled.
-STBIRDEF int stbir_resize_uint8_srgb_edgemode(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode);
-
-//////////////////////////////////////////////////////////////////////////////
-//
-// Medium-complexity API
-//
-// This extends the easy-to-use API as follows:
-//
-//     * Alpha-channel can be processed separately
-//       * If alpha_channel is not STBIR_ALPHA_CHANNEL_NONE
-//         * Alpha channel will not be gamma corrected (unless flags&STBIR_FLAG_GAMMA_CORRECT)
-//         * Filters will be weighted by alpha channel (unless flags&STBIR_FLAG_ALPHA_PREMULTIPLIED)
-//     * Filter can be selected explicitly
-//     * uint16 image type
-//     * sRGB colorspace available for all types
-//     * context parameter for passing to STBIR_MALLOC
-
-typedef enum
-{
-    STBIR_FILTER_DEFAULT = 0,  // use same filter type that easy-to-use API chooses
-    STBIR_FILTER_BOX = 1,  // A trapezoid w/1-pixel wide ramps, same result as box for integer scale ratios
-    STBIR_FILTER_TRIANGLE = 2,  // On upsampling, produces same results as bilinear texture filtering
-    STBIR_FILTER_CUBICBSPLINE = 3,  // The cubic b-spline (aka Mitchell-Netrevalli with B=1,C=0), gaussian-esque
-    STBIR_FILTER_CATMULLROM = 4,  // An interpolating cubic spline
-    STBIR_FILTER_MITCHELL = 5,  // Mitchell-Netrevalli filter with B=1/3, C=1/3
-} stbir_filter;
-
-typedef enum
-{
-    STBIR_COLORSPACE_LINEAR,
-    STBIR_COLORSPACE_SRGB,
-
-    STBIR_MAX_COLORSPACES,
-} stbir_colorspace;
-
-// The following functions are all identical except for the type of the image data
-
-STBIRDEF int stbir_resize_uint8_generic(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
-    void* alloc_context);
-
-STBIRDEF int stbir_resize_uint16_generic(const stbir_uint16* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    stbir_uint16* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
-    void* alloc_context);
-
-STBIRDEF int stbir_resize_float_generic(const float* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    float* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
-    void* alloc_context);
-
-
-
-//////////////////////////////////////////////////////////////////////////////
-//
-// Full-complexity API
-//
-// This extends the medium API as follows:
-//
-//       * uint32 image type
-//     * not typesafe
-//     * separate filter types for each axis
-//     * separate edge modes for each axis
-//     * can specify scale explicitly for subpixel correctness
-//     * can specify image source tile using texture coordinates
-
-typedef enum
-{
-    STBIR_TYPE_UINT8,
-    STBIR_TYPE_UINT16,
-    STBIR_TYPE_UINT32,
-    STBIR_TYPE_FLOAT,
-
-    STBIR_MAX_TYPES
-} stbir_datatype;
-
-STBIRDEF int stbir_resize(const void* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    void* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    stbir_datatype datatype,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
-    stbir_filter filter_horizontal, stbir_filter filter_vertical,
-    stbir_colorspace space, void* alloc_context);
-
-STBIRDEF int stbir_resize_subpixel(const void* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    void* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    stbir_datatype datatype,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
-    stbir_filter filter_horizontal, stbir_filter filter_vertical,
-    stbir_colorspace space, void* alloc_context,
-    float x_scale, float y_scale,
-    float x_offset, float y_offset);
-
-STBIRDEF int stbir_resize_region(const void* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    void* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    stbir_datatype datatype,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
-    stbir_filter filter_horizontal, stbir_filter filter_vertical,
-    stbir_colorspace space, void* alloc_context,
-    float s0, float t0, float s1, float t1);
-// (s0, t0) & (s1, t1) are the top-left and bottom right corner (uv addressing style: [0, 1]x[0, 1]) of a region of the input image to use.
-
-//
-//
-////   end header file   /////////////////////////////////////////////////////
-#endif // STBIR_INCLUDE_STB_IMAGE_RESIZE_H
-
-
-
-
-
-#ifdef STB_IMAGE_RESIZE_IMPLEMENTATION
-
-#ifndef STBIR_ASSERT
-#include <assert.h>
-#define STBIR_ASSERT(x) assert(x)
-#endif
-
-// For memset
-#include <string.h>
-
-#include <math.h>
-
-#ifndef STBIR_MALLOC
-#include <stdlib.h>
-// use comma operator to evaluate c, to avoid "unused parameter" warnings
-#define STBIR_MALLOC(size,c) ((void)(c), malloc(size))
-#define STBIR_FREE(ptr,c)    ((void)(c), free(ptr))
-#endif
-
-#ifndef _MSC_VER
-#ifdef __cplusplus
-#define stbir__inline inline
-#else
-#define stbir__inline
-#endif
-#else
-#define stbir__inline __forceinline
-#endif
-
-
-// should produce compiler error if size is wrong
-typedef unsigned char stbir__validate_uint32[sizeof(stbir_uint32) == 4 ? 1 : -1];
-
-#ifdef _MSC_VER
-#define STBIR__NOTUSED(v)  (void)(v)
-#else
-#define STBIR__NOTUSED(v)  (void)sizeof(v)
-#endif
-
-#define STBIR__ARRAY_SIZE(a) (sizeof((a))/sizeof((a)[0]))
-
-#ifndef STBIR_DEFAULT_FILTER_UPSAMPLE
-#define STBIR_DEFAULT_FILTER_UPSAMPLE    STBIR_FILTER_CATMULLROM
-#endif
-
-#ifndef STBIR_DEFAULT_FILTER_DOWNSAMPLE
-#define STBIR_DEFAULT_FILTER_DOWNSAMPLE  STBIR_FILTER_MITCHELL
-#endif
-
-#ifndef STBIR_PROGRESS_REPORT
-#define STBIR_PROGRESS_REPORT(float_0_to_1)
-#endif
-
-#ifndef STBIR_MAX_CHANNELS
-#define STBIR_MAX_CHANNELS 64
-#endif
-
-#if STBIR_MAX_CHANNELS > 65536
-#error "Too many channels; STBIR_MAX_CHANNELS must be no more than 65536."
-// because we store the indices in 16-bit variables
-#endif
-
-// This value is added to alpha just before premultiplication to avoid
-// zeroing out color values. It is equivalent to 2^-80. If you don't want
-// that behavior (it may interfere if you have floating point images with
-// very small alpha values) then you can define STBIR_NO_ALPHA_EPSILON to
-// disable it.
-#ifndef STBIR_ALPHA_EPSILON
-#define STBIR_ALPHA_EPSILON ((float)1 / (1 << 20) / (1 << 20) / (1 << 20) / (1 << 20))
-#endif
-
-
-
-#ifdef _MSC_VER
-#define STBIR__UNUSED_PARAM(v)  (void)(v)
-#else
-#define STBIR__UNUSED_PARAM(v)  (void)sizeof(v)
-#endif
-
-// must match stbir_datatype
-static unsigned char stbir__type_size[] = {
-    1, // STBIR_TYPE_UINT8
-    2, // STBIR_TYPE_UINT16
-    4, // STBIR_TYPE_UINT32
-    4, // STBIR_TYPE_FLOAT
-};
-
-// Kernel function centered at 0
-typedef float (stbir__kernel_fn)(float x, float scale);
-typedef float (stbir__support_fn)(float scale);
-
-typedef struct
-{
-    stbir__kernel_fn* kernel;
-    stbir__support_fn* support;
-} stbir__filter_info;
-
-// When upsampling, the contributors are which source pixels contribute.
-// When downsampling, the contributors are which destination pixels are contributed to.
-typedef struct
-{
-    int n0; // First contributing pixel
-    int n1; // Last contributing pixel
-} stbir__contributors;
-
-typedef struct
-{
-    const void* input_data;
-    int input_w;
-    int input_h;
-    int input_stride_bytes;
-
-    void* output_data;
-    int output_w;
-    int output_h;
-    int output_stride_bytes;
-
-    float s0, t0, s1, t1;
-
-    float horizontal_shift; // Units: output pixels
-    float vertical_shift;   // Units: output pixels
-    float horizontal_scale;
-    float vertical_scale;
-
-    int channels;
-    int alpha_channel;
-    stbir_uint32 flags;
-    stbir_datatype type;
-    stbir_filter horizontal_filter;
-    stbir_filter vertical_filter;
-    stbir_edge edge_horizontal;
-    stbir_edge edge_vertical;
-    stbir_colorspace colorspace;
-
-    stbir__contributors* horizontal_contributors;
-    float* horizontal_coefficients;
-
-    stbir__contributors* vertical_contributors;
-    float* vertical_coefficients;
-
-    int decode_buffer_pixels;
-    float* decode_buffer;
-
-    float* horizontal_buffer;
-
-    // cache these because ceil/floor are inexplicably showing up in profile
-    int horizontal_coefficient_width;
-    int vertical_coefficient_width;
-    int horizontal_filter_pixel_width;
-    int vertical_filter_pixel_width;
-    int horizontal_filter_pixel_margin;
-    int vertical_filter_pixel_margin;
-    int horizontal_num_contributors;
-    int vertical_num_contributors;
-
-    int ring_buffer_length_bytes;   // The length of an individual entry in the ring buffer. The total number of ring buffers is stbir__get_filter_pixel_width(filter)
-    int ring_buffer_num_entries;    // Total number of entries in the ring buffer.
-    int ring_buffer_first_scanline;
-    int ring_buffer_last_scanline;
-    int ring_buffer_begin_index;    // first_scanline is at this index in the ring buffer
-    float* ring_buffer;
-
-    float* encode_buffer; // A temporary buffer to store floats so we don't lose precision while we do multiply-adds.
-
-    int horizontal_contributors_size;
-    int horizontal_coefficients_size;
-    int vertical_contributors_size;
-    int vertical_coefficients_size;
-    int decode_buffer_size;
-    int horizontal_buffer_size;
-    int ring_buffer_size;
-    int encode_buffer_size;
-} stbir__info;
-
-
-static const float stbir__max_uint8_as_float = 255.0f;
-static const float stbir__max_uint16_as_float = 65535.0f;
-static const double stbir__max_uint32_as_float = 4294967295.0;
-
-
-static stbir__inline int stbir__min(int a, int b)
-{
-    return a < b ? a : b;
-}
-
-static stbir__inline float stbir__saturate(float x)
-{
-    if (x < 0)
-        return 0;
-
-    if (x > 1)
-        return 1;
-
-    return x;
-}
-
-#ifdef STBIR_SATURATE_INT
-static stbir__inline stbir_uint8 stbir__saturate8(int x)
-{
-    if ((unsigned int)x <= 255)
-        return x;
-
-    if (x < 0)
-        return 0;
-
-    return 255;
-}
-
-static stbir__inline stbir_uint16 stbir__saturate16(int x)
-{
-    if ((unsigned int)x <= 65535)
-        return x;
-
-    if (x < 0)
-        return 0;
-
-    return 65535;
-}
-#endif
-
-static float stbir__srgb_uchar_to_linear_float[256] = {
-    0.000000f, 0.000304f, 0.000607f, 0.000911f, 0.001214f, 0.001518f, 0.001821f, 0.002125f, 0.002428f, 0.002732f, 0.003035f,
-    0.003347f, 0.003677f, 0.004025f, 0.004391f, 0.004777f, 0.005182f, 0.005605f, 0.006049f, 0.006512f, 0.006995f, 0.007499f,
-    0.008023f, 0.008568f, 0.009134f, 0.009721f, 0.010330f, 0.010960f, 0.011612f, 0.012286f, 0.012983f, 0.013702f, 0.014444f,
-    0.015209f, 0.015996f, 0.016807f, 0.017642f, 0.018500f, 0.019382f, 0.020289f, 0.021219f, 0.022174f, 0.023153f, 0.024158f,
-    0.025187f, 0.026241f, 0.027321f, 0.028426f, 0.029557f, 0.030713f, 0.031896f, 0.033105f, 0.034340f, 0.035601f, 0.036889f,
-    0.038204f, 0.039546f, 0.040915f, 0.042311f, 0.043735f, 0.045186f, 0.046665f, 0.048172f, 0.049707f, 0.051269f, 0.052861f,
-    0.054480f, 0.056128f, 0.057805f, 0.059511f, 0.061246f, 0.063010f, 0.064803f, 0.066626f, 0.068478f, 0.070360f, 0.072272f,
-    0.074214f, 0.076185f, 0.078187f, 0.080220f, 0.082283f, 0.084376f, 0.086500f, 0.088656f, 0.090842f, 0.093059f, 0.095307f,
-    0.097587f, 0.099899f, 0.102242f, 0.104616f, 0.107023f, 0.109462f, 0.111932f, 0.114435f, 0.116971f, 0.119538f, 0.122139f,
-    0.124772f, 0.127438f, 0.130136f, 0.132868f, 0.135633f, 0.138432f, 0.141263f, 0.144128f, 0.147027f, 0.149960f, 0.152926f,
-    0.155926f, 0.158961f, 0.162029f, 0.165132f, 0.168269f, 0.171441f, 0.174647f, 0.177888f, 0.181164f, 0.184475f, 0.187821f,
-    0.191202f, 0.194618f, 0.198069f, 0.201556f, 0.205079f, 0.208637f, 0.212231f, 0.215861f, 0.219526f, 0.223228f, 0.226966f,
-    0.230740f, 0.234551f, 0.238398f, 0.242281f, 0.246201f, 0.250158f, 0.254152f, 0.258183f, 0.262251f, 0.266356f, 0.270498f,
-    0.274677f, 0.278894f, 0.283149f, 0.287441f, 0.291771f, 0.296138f, 0.300544f, 0.304987f, 0.309469f, 0.313989f, 0.318547f,
-    0.323143f, 0.327778f, 0.332452f, 0.337164f, 0.341914f, 0.346704f, 0.351533f, 0.356400f, 0.361307f, 0.366253f, 0.371238f,
-    0.376262f, 0.381326f, 0.386430f, 0.391573f, 0.396755f, 0.401978f, 0.407240f, 0.412543f, 0.417885f, 0.423268f, 0.428691f,
-    0.434154f, 0.439657f, 0.445201f, 0.450786f, 0.456411f, 0.462077f, 0.467784f, 0.473532f, 0.479320f, 0.485150f, 0.491021f,
-    0.496933f, 0.502887f, 0.508881f, 0.514918f, 0.520996f, 0.527115f, 0.533276f, 0.539480f, 0.545725f, 0.552011f, 0.558340f,
-    0.564712f, 0.571125f, 0.577581f, 0.584078f, 0.590619f, 0.597202f, 0.603827f, 0.610496f, 0.617207f, 0.623960f, 0.630757f,
-    0.637597f, 0.644480f, 0.651406f, 0.658375f, 0.665387f, 0.672443f, 0.679543f, 0.686685f, 0.693872f, 0.701102f, 0.708376f,
-    0.715694f, 0.723055f, 0.730461f, 0.737911f, 0.745404f, 0.752942f, 0.760525f, 0.768151f, 0.775822f, 0.783538f, 0.791298f,
-    0.799103f, 0.806952f, 0.814847f, 0.822786f, 0.830770f, 0.838799f, 0.846873f, 0.854993f, 0.863157f, 0.871367f, 0.879622f,
-    0.887923f, 0.896269f, 0.904661f, 0.913099f, 0.921582f, 0.930111f, 0.938686f, 0.947307f, 0.955974f, 0.964686f, 0.973445f,
-    0.982251f, 0.991102f, 1.0f
-};
-
-static float stbir__srgb_to_linear(float f)
-{
-    if (f <= 0.04045f)
-        return f / 12.92f;
-    else
-        return (float)pow((f + 0.055f) / 1.055f, 2.4f);
-}
-
-static float stbir__linear_to_srgb(float f)
-{
-    if (f <= 0.0031308f)
-        return f * 12.92f;
-    else
-        return 1.055f * (float)pow(f, 1 / 2.4f) - 0.055f;
-}
-
-#ifndef STBIR_NON_IEEE_FLOAT
-// From https://gist.github.com/rygorous/2203834
-
-typedef union
-{
-    stbir_uint32 u;
-    float f;
-} stbir__FP32;
-
-static const stbir_uint32 fp32_to_srgb8_tab4[104] = {
-    0x0073000d, 0x007a000d, 0x0080000d, 0x0087000d, 0x008d000d, 0x0094000d, 0x009a000d, 0x00a1000d,
-    0x00a7001a, 0x00b4001a, 0x00c1001a, 0x00ce001a, 0x00da001a, 0x00e7001a, 0x00f4001a, 0x0101001a,
-    0x010e0033, 0x01280033, 0x01410033, 0x015b0033, 0x01750033, 0x018f0033, 0x01a80033, 0x01c20033,
-    0x01dc0067, 0x020f0067, 0x02430067, 0x02760067, 0x02aa0067, 0x02dd0067, 0x03110067, 0x03440067,
-    0x037800ce, 0x03df00ce, 0x044600ce, 0x04ad00ce, 0x051400ce, 0x057b00c5, 0x05dd00bc, 0x063b00b5,
-    0x06970158, 0x07420142, 0x07e30130, 0x087b0120, 0x090b0112, 0x09940106, 0x0a1700fc, 0x0a9500f2,
-    0x0b0f01cb, 0x0bf401ae, 0x0ccb0195, 0x0d950180, 0x0e56016e, 0x0f0d015e, 0x0fbc0150, 0x10630143,
-    0x11070264, 0x1238023e, 0x1357021d, 0x14660201, 0x156601e9, 0x165a01d3, 0x174401c0, 0x182401af,
-    0x18fe0331, 0x1a9602fe, 0x1c1502d2, 0x1d7e02ad, 0x1ed4028d, 0x201a0270, 0x21520256, 0x227d0240,
-    0x239f0443, 0x25c003fe, 0x27bf03c4, 0x29a10392, 0x2b6a0367, 0x2d1d0341, 0x2ebe031f, 0x304d0300,
-    0x31d105b0, 0x34a80555, 0x37520507, 0x39d504c5, 0x3c37048b, 0x3e7c0458, 0x40a8042a, 0x42bd0401,
-    0x44c20798, 0x488e071e, 0x4c1c06b6, 0x4f76065d, 0x52a50610, 0x55ac05cc, 0x5892058f, 0x5b590559,
-    0x5e0c0a23, 0x631c0980, 0x67db08f6, 0x6c55087f, 0x70940818, 0x74a007bd, 0x787d076c, 0x7c330723,
-};
-
-static stbir_uint8 stbir__linear_to_srgb_uchar(float in)
-{
-    static const stbir__FP32 almostone = { 0x3f7fffff }; // 1-eps
-    static const stbir__FP32 minval = { (127 - 13) << 23 };
-    stbir_uint32 tab, bias, scale, t;
-    stbir__FP32 f;
-
-    // Clamp to [2^(-13), 1-eps]; these two values map to 0 and 1, respectively.
-    // The tests are carefully written so that NaNs map to 0, same as in the reference
-    // implementation.
-    if (!(in > minval.f)) // written this way to catch NaNs
-        in = minval.f;
-    if (in > almostone.f)
-        in = almostone.f;
-
-    // Do the table lookup and unpack bias, scale
-    f.f = in;
-    tab = fp32_to_srgb8_tab4[(f.u - minval.u) >> 20];
-    bias = (tab >> 16) << 9;
-    scale = tab & 0xffff;
-
-    // Grab next-highest mantissa bits and perform linear interpolation
-    t = (f.u >> 12) & 0xff;
-    return (unsigned char)((bias + scale * t) >> 16);
-}
-
-#else
-// sRGB transition values, scaled by 1<<28
-static int stbir__srgb_offset_to_linear_scaled[256] =
-{
-            0,     40738,    122216,    203693,    285170,    366648,    448125,    529603,
-       611080,    692557,    774035,    855852,    942009,   1033024,   1128971,   1229926,
-      1335959,   1447142,   1563542,   1685229,   1812268,   1944725,   2082664,   2226148,
-      2375238,   2529996,   2690481,   2856753,   3028870,   3206888,   3390865,   3580856,
-      3776916,   3979100,   4187460,   4402049,   4622919,   4850123,   5083710,   5323731,
-      5570236,   5823273,   6082892,   6349140,   6622065,   6901714,   7188133,   7481369,
-      7781466,   8088471,   8402427,   8723380,   9051372,   9386448,   9728650,  10078021,
-     10434603,  10798439,  11169569,  11548036,  11933879,  12327139,  12727857,  13136073,
-     13551826,  13975156,  14406100,  14844697,  15290987,  15745007,  16206795,  16676389,
-     17153826,  17639142,  18132374,  18633560,  19142734,  19659934,  20185196,  20718552,
-     21260042,  21809696,  22367554,  22933648,  23508010,  24090680,  24681686,  25281066,
-     25888850,  26505076,  27129772,  27762974,  28404716,  29055026,  29713942,  30381490,
-     31057708,  31742624,  32436272,  33138682,  33849884,  34569912,  35298800,  36036568,
-     36783260,  37538896,  38303512,  39077136,  39859796,  40651528,  41452360,  42262316,
-     43081432,  43909732,  44747252,  45594016,  46450052,  47315392,  48190064,  49074096,
-     49967516,  50870356,  51782636,  52704392,  53635648,  54576432,  55526772,  56486700,
-     57456236,  58435408,  59424248,  60422780,  61431036,  62449032,  63476804,  64514376,
-     65561776,  66619028,  67686160,  68763192,  69850160,  70947088,  72053992,  73170912,
-     74297864,  75434880,  76581976,  77739184,  78906536,  80084040,  81271736,  82469648,
-     83677792,  84896192,  86124888,  87363888,  88613232,  89872928,  91143016,  92423512,
-     93714432,  95015816,  96327688,  97650056,  98982952, 100326408, 101680440, 103045072,
-    104420320, 105806224, 107202800, 108610064, 110028048, 111456776, 112896264, 114346544,
-    115807632, 117279552, 118762328, 120255976, 121760536, 123276016, 124802440, 126339832,
-    127888216, 129447616, 131018048, 132599544, 134192112, 135795792, 137410592, 139036528,
-    140673648, 142321952, 143981456, 145652208, 147334208, 149027488, 150732064, 152447968,
-    154175200, 155913792, 157663776, 159425168, 161197984, 162982240, 164777968, 166585184,
-    168403904, 170234160, 172075968, 173929344, 175794320, 177670896, 179559120, 181458992,
-    183370528, 185293776, 187228736, 189175424, 191133888, 193104112, 195086128, 197079968,
-    199085648, 201103184, 203132592, 205173888, 207227120, 209292272, 211369392, 213458480,
-    215559568, 217672656, 219797792, 221934976, 224084240, 226245600, 228419056, 230604656,
-    232802400, 235012320, 237234432, 239468736, 241715280, 243974080, 246245120, 248528464,
-    250824112, 253132064, 255452368, 257785040, 260130080, 262487520, 264857376, 267239664,
-};
-
-static stbir_uint8 stbir__linear_to_srgb_uchar(float f)
-{
-    int x = (int)(f * (1 << 28)); // has headroom so you don't need to clamp
-    int v = 0;
-    int i;
-
-    // Refine the guess with a short binary search.
-    i = v + 128; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-    i = v + 64; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-    i = v + 32; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-    i = v + 16; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-    i = v + 8; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-    i = v + 4; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-    i = v + 2; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-    i = v + 1; if (x >= stbir__srgb_offset_to_linear_scaled[i]) v = i;
-
-    return (stbir_uint8)v;
-}
-#endif
-
-static float stbir__filter_trapezoid(float x, float scale)
-{
-    float halfscale = scale / 2;
-    float t = 0.5f + halfscale;
-    STBIR_ASSERT(scale <= 1);
-
-    x = (float)fabs(x);
-
-    if (x >= t)
-        return 0;
-    else
-    {
-        float r = 0.5f - halfscale;
-        if (x <= r)
-            return 1;
-        else
-            return (t - x) / scale;
-    }
-}
-
-static float stbir__support_trapezoid(float scale)
-{
-    STBIR_ASSERT(scale <= 1);
-    return 0.5f + scale / 2;
-}
-
-static float stbir__filter_triangle(float x, float s)
-{
-    STBIR__UNUSED_PARAM(s);
-
-    x = (float)fabs(x);
-
-    if (x <= 1.0f)
-        return 1 - x;
-    else
-        return 0;
-}
-
-static float stbir__filter_cubic(float x, float s)
-{
-    STBIR__UNUSED_PARAM(s);
-
-    x = (float)fabs(x);
-
-    if (x < 1.0f)
-        return (4 + x * x * (3 * x - 6)) / 6;
-    else if (x < 2.0f)
-        return (8 + x * (-12 + x * (6 - x))) / 6;
-
-    return (0.0f);
-}
-
-static float stbir__filter_catmullrom(float x, float s)
-{
-    STBIR__UNUSED_PARAM(s);
-
-    x = (float)fabs(x);
-
-    if (x < 1.0f)
-        return 1 - x * x * (2.5f - 1.5f * x);
-    else if (x < 2.0f)
-        return 2 - x * (4 + x * (0.5f * x - 2.5f));
-
-    return (0.0f);
-}
-
-static float stbir__filter_mitchell(float x, float s)
-{
-    STBIR__UNUSED_PARAM(s);
-
-    x = (float)fabs(x);
-
-    if (x < 1.0f)
-        return (16 + x * x * (21 * x - 36)) / 18;
-    else if (x < 2.0f)
-        return (32 + x * (-60 + x * (36 - 7 * x))) / 18;
-
-    return (0.0f);
-}
-
-static float stbir__support_zero(float s)
-{
-    STBIR__UNUSED_PARAM(s);
-    return 0;
-}
-
-static float stbir__support_one(float s)
-{
-    STBIR__UNUSED_PARAM(s);
-    return 1;
-}
-
-static float stbir__support_two(float s)
-{
-    STBIR__UNUSED_PARAM(s);
-    return 2;
-}
-
-static stbir__filter_info stbir__filter_info_table[] = {
-        { NULL,                     stbir__support_zero },
-        { stbir__filter_trapezoid,  stbir__support_trapezoid },
-        { stbir__filter_triangle,   stbir__support_one },
-        { stbir__filter_cubic,      stbir__support_two },
-        { stbir__filter_catmullrom, stbir__support_two },
-        { stbir__filter_mitchell,   stbir__support_two },
-};
-
-stbir__inline static int stbir__use_upsampling(float ratio)
-{
-    return ratio > 1;
-}
-
-stbir__inline static int stbir__use_width_upsampling(stbir__info* stbir_info)
-{
-    return stbir__use_upsampling(stbir_info->horizontal_scale);
-}
-
-stbir__inline static int stbir__use_height_upsampling(stbir__info* stbir_info)
-{
-    return stbir__use_upsampling(stbir_info->vertical_scale);
-}
-
-// This is the maximum number of input samples that can affect an output sample
-// with the given filter
-static int stbir__get_filter_pixel_width(stbir_filter filter, float scale)
-{
-    STBIR_ASSERT(filter != 0);
-    STBIR_ASSERT(filter < STBIR__ARRAY_SIZE(stbir__filter_info_table));
-
-    if (stbir__use_upsampling(scale))
-        return (int)ceil(stbir__filter_info_table[filter].support(1 / scale) * 2);
-    else
-        return (int)ceil(stbir__filter_info_table[filter].support(scale) * 2 / scale);
-}
-
-// This is how much to expand buffers to account for filters seeking outside
-// the image boundaries.
-static int stbir__get_filter_pixel_margin(stbir_filter filter, float scale)
-{
-    return stbir__get_filter_pixel_width(filter, scale) / 2;
-}
-
-static int stbir__get_coefficient_width(stbir_filter filter, float scale)
-{
-    if (stbir__use_upsampling(scale))
-        return (int)ceil(stbir__filter_info_table[filter].support(1 / scale) * 2);
-    else
-        return (int)ceil(stbir__filter_info_table[filter].support(scale) * 2);
-}
-
-static int stbir__get_contributors(float scale, stbir_filter filter, int input_size, int output_size)
-{
-    if (stbir__use_upsampling(scale))
-        return output_size;
-    else
-        return (input_size + stbir__get_filter_pixel_margin(filter, scale) * 2);
-}
-
-static int stbir__get_total_horizontal_coefficients(stbir__info* info)
-{
-    return info->horizontal_num_contributors
-        * stbir__get_coefficient_width(info->horizontal_filter, info->horizontal_scale);
-}
-
-static int stbir__get_total_vertical_coefficients(stbir__info* info)
-{
-    return info->vertical_num_contributors
-        * stbir__get_coefficient_width(info->vertical_filter, info->vertical_scale);
-}
-
-static stbir__contributors* stbir__get_contributor(stbir__contributors* contributors, int n)
-{
-    return &contributors[n];
-}
-
-// For perf reasons this code is duplicated in stbir__resample_horizontal_upsample/downsample,
-// if you change it here change it there too.
-static float* stbir__get_coefficient(float* coefficients, stbir_filter filter, float scale, int n, int c)
-{
-    int width = stbir__get_coefficient_width(filter, scale);
-    return &coefficients[width * n + c];
-}
-
-static int stbir__edge_wrap_slow(stbir_edge edge, int n, int max)
-{
-    switch (edge)
-    {
-    case STBIR_EDGE_ZERO:
-        return 0; // we'll decode the wrong pixel here, and then overwrite with 0s later
-
-    case STBIR_EDGE_CLAMP:
-        if (n < 0)
-            return 0;
-
-        if (n >= max)
-            return max - 1;
-
-        return n; // NOTREACHED
-
-    case STBIR_EDGE_REFLECT:
-    {
-        if (n < 0)
-        {
-            if (n < max)
-                return -n;
-            else
-                return max - 1;
-        }
-
-        if (n >= max)
-        {
-            int max2 = max * 2;
-            if (n >= max2)
-                return 0;
-            else
-                return max2 - n - 1;
-        }
-
-        return n; // NOTREACHED
-    }
-
-    case STBIR_EDGE_WRAP:
-        if (n >= 0)
-            return (n % max);
-        else
-        {
-            int m = (-n) % max;
-
-            if (m != 0)
-                m = max - m;
-
-            return (m);
-        }
-        // NOTREACHED
-
-    default:
-        STBIR_ASSERT(!"Unimplemented edge type");
-        return 0;
-    }
-}
-
-stbir__inline static int stbir__edge_wrap(stbir_edge edge, int n, int max)
-{
-    // avoid per-pixel switch
-    if (n >= 0 && n < max)
-        return n;
-    return stbir__edge_wrap_slow(edge, n, max);
-}
-
-// What input pixels contribute to this output pixel?
-static void stbir__calculate_sample_range_upsample(int n, float out_filter_radius, float scale_ratio, float out_shift, int* in_first_pixel, int* in_last_pixel, float* in_center_of_out)
-{
-    float out_pixel_center = (float)n + 0.5f;
-    float out_pixel_influence_lowerbound = out_pixel_center - out_filter_radius;
-    float out_pixel_influence_upperbound = out_pixel_center + out_filter_radius;
-
-    float in_pixel_influence_lowerbound = (out_pixel_influence_lowerbound + out_shift) / scale_ratio;
-    float in_pixel_influence_upperbound = (out_pixel_influence_upperbound + out_shift) / scale_ratio;
-
-    *in_center_of_out = (out_pixel_center + out_shift) / scale_ratio;
-    *in_first_pixel = (int)(floor(in_pixel_influence_lowerbound + 0.5));
-    *in_last_pixel = (int)(floor(in_pixel_influence_upperbound - 0.5));
-}
-
-// What output pixels does this input pixel contribute to?
-static void stbir__calculate_sample_range_downsample(int n, float in_pixels_radius, float scale_ratio, float out_shift, int* out_first_pixel, int* out_last_pixel, float* out_center_of_in)
-{
-    float in_pixel_center = (float)n + 0.5f;
-    float in_pixel_influence_lowerbound = in_pixel_center - in_pixels_radius;
-    float in_pixel_influence_upperbound = in_pixel_center + in_pixels_radius;
-
-    float out_pixel_influence_lowerbound = in_pixel_influence_lowerbound * scale_ratio - out_shift;
-    float out_pixel_influence_upperbound = in_pixel_influence_upperbound * scale_ratio - out_shift;
-
-    *out_center_of_in = in_pixel_center * scale_ratio - out_shift;
-    *out_first_pixel = (int)(floor(out_pixel_influence_lowerbound + 0.5));
-    *out_last_pixel = (int)(floor(out_pixel_influence_upperbound - 0.5));
-}
-
-static void stbir__calculate_coefficients_upsample(stbir_filter filter, float scale, int in_first_pixel, int in_last_pixel, float in_center_of_out, stbir__contributors* contributor, float* coefficient_group)
-{
-    int i;
-    float total_filter = 0;
-    float filter_scale;
-
-    STBIR_ASSERT(in_last_pixel - in_first_pixel <= (int)ceil(stbir__filter_info_table[filter].support(1 / scale) * 2)); // Taken directly from stbir__get_coefficient_width() which we can't call because we don't know if we're horizontal or vertical.
-
-    contributor->n0 = in_first_pixel;
-    contributor->n1 = in_last_pixel;
-
-    STBIR_ASSERT(contributor->n1 >= contributor->n0);
-
-    for (i = 0; i <= in_last_pixel - in_first_pixel; i++)
-    {
-        float in_pixel_center = (float)(i + in_first_pixel) + 0.5f;
-        coefficient_group[i] = stbir__filter_info_table[filter].kernel(in_center_of_out - in_pixel_center, 1 / scale);
-
-        // If the coefficient is zero, skip it. (Don't do the <0 check here, we want the influence of those outside pixels.)
-        if (i == 0 && !coefficient_group[i])
-        {
-            contributor->n0 = ++in_first_pixel;
-            i--;
-            continue;
-        }
-
-        total_filter += coefficient_group[i];
-    }
-
-    STBIR_ASSERT(stbir__filter_info_table[filter].kernel((float)(in_last_pixel + 1) + 0.5f - in_center_of_out, 1 / scale) == 0);
-
-    STBIR_ASSERT(total_filter > 0.9);
-    STBIR_ASSERT(total_filter < 1.1f); // Make sure it's not way off.
-
-    // Make sure the sum of all coefficients is 1.
-    filter_scale = 1 / total_filter;
-
-    for (i = 0; i <= in_last_pixel - in_first_pixel; i++)
-        coefficient_group[i] *= filter_scale;
-
-    for (i = in_last_pixel - in_first_pixel; i >= 0; i--)
-    {
-        if (coefficient_group[i])
-            break;
-
-        // This line has no weight. We can skip it.
-        contributor->n1 = contributor->n0 + i - 1;
-    }
-}
-
-static void stbir__calculate_coefficients_downsample(stbir_filter filter, float scale_ratio, int out_first_pixel, int out_last_pixel, float out_center_of_in, stbir__contributors* contributor, float* coefficient_group)
-{
-    int i;
-
-    STBIR_ASSERT(out_last_pixel - out_first_pixel <= (int)ceil(stbir__filter_info_table[filter].support(scale_ratio) * 2)); // Taken directly from stbir__get_coefficient_width() which we can't call because we don't know if we're horizontal or vertical.
-
-    contributor->n0 = out_first_pixel;
-    contributor->n1 = out_last_pixel;
-
-    STBIR_ASSERT(contributor->n1 >= contributor->n0);
-
-    for (i = 0; i <= out_last_pixel - out_first_pixel; i++)
-    {
-        float out_pixel_center = (float)(i + out_first_pixel) + 0.5f;
-        float x = out_pixel_center - out_center_of_in;
-        coefficient_group[i] = stbir__filter_info_table[filter].kernel(x, scale_ratio) * scale_ratio;
-    }
-
-    STBIR_ASSERT(stbir__filter_info_table[filter].kernel((float)(out_last_pixel + 1) + 0.5f - out_center_of_in, scale_ratio) == 0);
-
-    for (i = out_last_pixel - out_first_pixel; i >= 0; i--)
-    {
-        if (coefficient_group[i])
-            break;
-
-        // This line has no weight. We can skip it.
-        contributor->n1 = contributor->n0 + i - 1;
-    }
-}
-
-static void stbir__normalize_downsample_coefficients(stbir__contributors* contributors, float* coefficients, stbir_filter filter, float scale_ratio, int input_size, int output_size)
-{
-    int num_contributors = stbir__get_contributors(scale_ratio, filter, input_size, output_size);
-    int num_coefficients = stbir__get_coefficient_width(filter, scale_ratio);
-    int i, j;
-    int skip;
-
-    for (i = 0; i < output_size; i++)
-    {
-        float scale;
-        float total = 0;
-
-        for (j = 0; j < num_contributors; j++)
-        {
-            if (i >= contributors[j].n0 && i <= contributors[j].n1)
-            {
-                float coefficient = *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i - contributors[j].n0);
-                total += coefficient;
-            }
-            else if (i < contributors[j].n0)
-                break;
-        }
-
-        STBIR_ASSERT(total > 0.9f);
-        STBIR_ASSERT(total < 1.1f);
-
-        scale = 1 / total;
-
-        for (j = 0; j < num_contributors; j++)
-        {
-            if (i >= contributors[j].n0 && i <= contributors[j].n1)
-                *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i - contributors[j].n0) *= scale;
-            else if (i < contributors[j].n0)
-                break;
-        }
-    }
-
-    // Optimize: Skip zero coefficients and contributions outside of image bounds.
-    // Do this after normalizing because normalization depends on the n0/n1 values.
-    for (j = 0; j < num_contributors; j++)
-    {
-        int range, max, width;
-
-        skip = 0;
-        while (*stbir__get_coefficient(coefficients, filter, scale_ratio, j, skip) == 0)
-            skip++;
-
-        contributors[j].n0 += skip;
-
-        while (contributors[j].n0 < 0)
-        {
-            contributors[j].n0++;
-            skip++;
-        }
-
-        range = contributors[j].n1 - contributors[j].n0 + 1;
-        max = stbir__min(num_coefficients, range);
-
-        width = stbir__get_coefficient_width(filter, scale_ratio);
-        for (i = 0; i < max; i++)
-        {
-            if (i + skip >= width)
-                break;
-
-            *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i) = *stbir__get_coefficient(coefficients, filter, scale_ratio, j, i + skip);
-        }
-
-        continue;
-    }
-
-    // Using min to avoid writing into invalid pixels.
-    for (i = 0; i < num_contributors; i++)
-        contributors[i].n1 = stbir__min(contributors[i].n1, output_size - 1);
-}
-
-// Each scan line uses the same kernel values so we should calculate the kernel
-// values once and then we can use them for every scan line.
-static void stbir__calculate_filters(stbir__contributors* contributors, float* coefficients, stbir_filter filter, float scale_ratio, float shift, int input_size, int output_size)
-{
-    int n;
-    int total_contributors = stbir__get_contributors(scale_ratio, filter, input_size, output_size);
-
-    if (stbir__use_upsampling(scale_ratio))
-    {
-        float out_pixels_radius = stbir__filter_info_table[filter].support(1 / scale_ratio) * scale_ratio;
-
-        // Looping through out pixels
-        for (n = 0; n < total_contributors; n++)
-        {
-            float in_center_of_out; // Center of the current out pixel in the in pixel space
-            int in_first_pixel, in_last_pixel;
-
-            stbir__calculate_sample_range_upsample(n, out_pixels_radius, scale_ratio, shift, &in_first_pixel, &in_last_pixel, &in_center_of_out);
-
-            stbir__calculate_coefficients_upsample(filter, scale_ratio, in_first_pixel, in_last_pixel, in_center_of_out, stbir__get_contributor(contributors, n), stbir__get_coefficient(coefficients, filter, scale_ratio, n, 0));
-        }
-    }
-    else
-    {
-        float in_pixels_radius = stbir__filter_info_table[filter].support(scale_ratio) / scale_ratio;
-
-        // Looping through in pixels
-        for (n = 0; n < total_contributors; n++)
-        {
-            float out_center_of_in; // Center of the current out pixel in the in pixel space
-            int out_first_pixel, out_last_pixel;
-            int n_adjusted = n - stbir__get_filter_pixel_margin(filter, scale_ratio);
-
-            stbir__calculate_sample_range_downsample(n_adjusted, in_pixels_radius, scale_ratio, shift, &out_first_pixel, &out_last_pixel, &out_center_of_in);
-
-            stbir__calculate_coefficients_downsample(filter, scale_ratio, out_first_pixel, out_last_pixel, out_center_of_in, stbir__get_contributor(contributors, n), stbir__get_coefficient(coefficients, filter, scale_ratio, n, 0));
-        }
-
-        stbir__normalize_downsample_coefficients(contributors, coefficients, filter, scale_ratio, input_size, output_size);
-    }
-}
-
-static float* stbir__get_decode_buffer(stbir__info* stbir_info)
-{
-    // The 0 index of the decode buffer starts after the margin. This makes
-    // it okay to use negative indexes on the decode buffer.
-    return &stbir_info->decode_buffer[stbir_info->horizontal_filter_pixel_margin * stbir_info->channels];
-}
-
-#define STBIR__DECODE(type, colorspace) ((int)(type) * (STBIR_MAX_COLORSPACES) + (int)(colorspace))
-
-static void stbir__decode_scanline(stbir__info* stbir_info, int n)
-{
-    int c;
-    int channels = stbir_info->channels;
-    int alpha_channel = stbir_info->alpha_channel;
-    int type = stbir_info->type;
-    int colorspace = stbir_info->colorspace;
-    int input_w = stbir_info->input_w;
-    size_t input_stride_bytes = stbir_info->input_stride_bytes;
-    float* decode_buffer = stbir__get_decode_buffer(stbir_info);
-    stbir_edge edge_horizontal = stbir_info->edge_horizontal;
-    stbir_edge edge_vertical = stbir_info->edge_vertical;
-    size_t in_buffer_row_offset = stbir__edge_wrap(edge_vertical, n, stbir_info->input_h) * input_stride_bytes;
-    const void* input_data = (char*)stbir_info->input_data + in_buffer_row_offset;
-    int max_x = input_w + stbir_info->horizontal_filter_pixel_margin;
-    int decode = STBIR__DECODE(type, colorspace);
-
-    int x = -stbir_info->horizontal_filter_pixel_margin;
-
-    // special handling for STBIR_EDGE_ZERO because it needs to return an item that doesn't appear in the input,
-    // and we want to avoid paying overhead on every pixel if not STBIR_EDGE_ZERO
-    if (edge_vertical == STBIR_EDGE_ZERO && (n < 0 || n >= stbir_info->input_h))
-    {
-        for (; x < max_x; x++)
-            for (c = 0; c < channels; c++)
-                decode_buffer[x * channels + c] = 0;
-        return;
-    }
-
-    switch (decode)
-    {
-    case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_LINEAR):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = ((float)((const unsigned char*)input_data)[input_pixel_index + c]) / stbir__max_uint8_as_float;
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_SRGB):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = stbir__srgb_uchar_to_linear_float[((const unsigned char*)input_data)[input_pixel_index + c]];
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                decode_buffer[decode_pixel_index + alpha_channel] = ((float)((const unsigned char*)input_data)[input_pixel_index + alpha_channel]) / stbir__max_uint8_as_float;
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_LINEAR):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = ((float)((const unsigned short*)input_data)[input_pixel_index + c]) / stbir__max_uint16_as_float;
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_SRGB):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = stbir__srgb_to_linear(((float)((const unsigned short*)input_data)[input_pixel_index + c]) / stbir__max_uint16_as_float);
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                decode_buffer[decode_pixel_index + alpha_channel] = ((float)((const unsigned short*)input_data)[input_pixel_index + alpha_channel]) / stbir__max_uint16_as_float;
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_LINEAR):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = (float)(((double)((const unsigned int*)input_data)[input_pixel_index + c]) / stbir__max_uint32_as_float);
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_SRGB):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = stbir__srgb_to_linear((float)(((double)((const unsigned int*)input_data)[input_pixel_index + c]) / stbir__max_uint32_as_float));
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                decode_buffer[decode_pixel_index + alpha_channel] = (float)(((double)((const unsigned int*)input_data)[input_pixel_index + alpha_channel]) / stbir__max_uint32_as_float);
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_LINEAR):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = ((const float*)input_data)[input_pixel_index + c];
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_SRGB):
-        for (; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-            int input_pixel_index = stbir__edge_wrap(edge_horizontal, x, input_w) * channels;
-            for (c = 0; c < channels; c++)
-                decode_buffer[decode_pixel_index + c] = stbir__srgb_to_linear(((const float*)input_data)[input_pixel_index + c]);
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                decode_buffer[decode_pixel_index + alpha_channel] = ((const float*)input_data)[input_pixel_index + alpha_channel];
-        }
-
-        break;
-
-    default:
-        STBIR_ASSERT(!"Unknown type/colorspace/channels combination.");
-        break;
-    }
-
-    if (!(stbir_info->flags & STBIR_FLAG_ALPHA_PREMULTIPLIED))
-    {
-        for (x = -stbir_info->horizontal_filter_pixel_margin; x < max_x; x++)
-        {
-            int decode_pixel_index = x * channels;
-
-            // If the alpha value is 0 it will clobber the color values. Make sure it's not.
-            float alpha = decode_buffer[decode_pixel_index + alpha_channel];
-#ifndef STBIR_NO_ALPHA_EPSILON
-            if (stbir_info->type != STBIR_TYPE_FLOAT) {
-                alpha += STBIR_ALPHA_EPSILON;
-                decode_buffer[decode_pixel_index + alpha_channel] = alpha;
-            }
-#endif
-            for (c = 0; c < channels; c++)
-            {
-                if (c == alpha_channel)
-                    continue;
-
-                decode_buffer[decode_pixel_index + c] *= alpha;
-            }
-        }
-    }
-
-    if (edge_horizontal == STBIR_EDGE_ZERO)
-    {
-        for (x = -stbir_info->horizontal_filter_pixel_margin; x < 0; x++)
-        {
-            for (c = 0; c < channels; c++)
-                decode_buffer[x * channels + c] = 0;
-        }
-        for (x = input_w; x < max_x; x++)
-        {
-            for (c = 0; c < channels; c++)
-                decode_buffer[x * channels + c] = 0;
-        }
-    }
-}
-
-static float* stbir__get_ring_buffer_entry(float* ring_buffer, int index, int ring_buffer_length)
-{
-    return &ring_buffer[index * ring_buffer_length];
-}
-
-static float* stbir__add_empty_ring_buffer_entry(stbir__info* stbir_info, int n)
-{
-    int ring_buffer_index;
-    float* ring_buffer;
-
-    stbir_info->ring_buffer_last_scanline = n;
-
-    if (stbir_info->ring_buffer_begin_index < 0)
-    {
-        ring_buffer_index = stbir_info->ring_buffer_begin_index = 0;
-        stbir_info->ring_buffer_first_scanline = n;
-    }
-    else
-    {
-        ring_buffer_index = (stbir_info->ring_buffer_begin_index + (stbir_info->ring_buffer_last_scanline - stbir_info->ring_buffer_first_scanline)) % stbir_info->ring_buffer_num_entries;
-        STBIR_ASSERT(ring_buffer_index != stbir_info->ring_buffer_begin_index);
-    }
-
-    ring_buffer = stbir__get_ring_buffer_entry(stbir_info->ring_buffer, ring_buffer_index, stbir_info->ring_buffer_length_bytes / sizeof(float));
-    memset(ring_buffer, 0, stbir_info->ring_buffer_length_bytes);
-
-    return ring_buffer;
-}
-
-
-static void stbir__resample_horizontal_upsample(stbir__info* stbir_info, float* output_buffer)
-{
-    int x, k;
-    int output_w = stbir_info->output_w;
-    int channels = stbir_info->channels;
-    float* decode_buffer = stbir__get_decode_buffer(stbir_info);
-    stbir__contributors* horizontal_contributors = stbir_info->horizontal_contributors;
-    float* horizontal_coefficients = stbir_info->horizontal_coefficients;
-    int coefficient_width = stbir_info->horizontal_coefficient_width;
-
-    for (x = 0; x < output_w; x++)
-    {
-        int n0 = horizontal_contributors[x].n0;
-        int n1 = horizontal_contributors[x].n1;
-
-        int out_pixel_index = x * channels;
-        int coefficient_group = coefficient_width * x;
-        int coefficient_counter = 0;
-
-        STBIR_ASSERT(n1 >= n0);
-        STBIR_ASSERT(n0 >= -stbir_info->horizontal_filter_pixel_margin);
-        STBIR_ASSERT(n1 >= -stbir_info->horizontal_filter_pixel_margin);
-        STBIR_ASSERT(n0 < stbir_info->input_w + stbir_info->horizontal_filter_pixel_margin);
-        STBIR_ASSERT(n1 < stbir_info->input_w + stbir_info->horizontal_filter_pixel_margin);
-
-        switch (channels) {
-        case 1:
-            for (k = n0; k <= n1; k++)
-            {
-                int in_pixel_index = k * 1;
-                float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-            }
-            break;
-        case 2:
-            for (k = n0; k <= n1; k++)
-            {
-                int in_pixel_index = k * 2;
-                float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-                output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
-            }
-            break;
-        case 3:
-            for (k = n0; k <= n1; k++)
-            {
-                int in_pixel_index = k * 3;
-                float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-                output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
-                output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
-            }
-            break;
-        case 4:
-            for (k = n0; k <= n1; k++)
-            {
-                int in_pixel_index = k * 4;
-                float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-                output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
-                output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
-                output_buffer[out_pixel_index + 3] += decode_buffer[in_pixel_index + 3] * coefficient;
-            }
-            break;
-        default:
-            for (k = n0; k <= n1; k++)
-            {
-                int in_pixel_index = k * channels;
-                float coefficient = horizontal_coefficients[coefficient_group + coefficient_counter++];
-                int c;
-                STBIR_ASSERT(coefficient != 0);
-                for (c = 0; c < channels; c++)
-                    output_buffer[out_pixel_index + c] += decode_buffer[in_pixel_index + c] * coefficient;
-            }
-            break;
-        }
-    }
-}
-
-static void stbir__resample_horizontal_downsample(stbir__info* stbir_info, float* output_buffer)
-{
-    int x, k;
-    int input_w = stbir_info->input_w;
-    int channels = stbir_info->channels;
-    float* decode_buffer = stbir__get_decode_buffer(stbir_info);
-    stbir__contributors* horizontal_contributors = stbir_info->horizontal_contributors;
-    float* horizontal_coefficients = stbir_info->horizontal_coefficients;
-    int coefficient_width = stbir_info->horizontal_coefficient_width;
-    int filter_pixel_margin = stbir_info->horizontal_filter_pixel_margin;
-    int max_x = input_w + filter_pixel_margin * 2;
-
-    STBIR_ASSERT(!stbir__use_width_upsampling(stbir_info));
-
-    switch (channels) {
-    case 1:
-        for (x = 0; x < max_x; x++)
-        {
-            int n0 = horizontal_contributors[x].n0;
-            int n1 = horizontal_contributors[x].n1;
-
-            int in_x = x - filter_pixel_margin;
-            int in_pixel_index = in_x * 1;
-            int max_n = n1;
-            int coefficient_group = coefficient_width * x;
-
-            for (k = n0; k <= max_n; k++)
-            {
-                int out_pixel_index = k * 1;
-                float coefficient = horizontal_coefficients[coefficient_group + k - n0];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-            }
-        }
-        break;
-
-    case 2:
-        for (x = 0; x < max_x; x++)
-        {
-            int n0 = horizontal_contributors[x].n0;
-            int n1 = horizontal_contributors[x].n1;
-
-            int in_x = x - filter_pixel_margin;
-            int in_pixel_index = in_x * 2;
-            int max_n = n1;
-            int coefficient_group = coefficient_width * x;
-
-            for (k = n0; k <= max_n; k++)
-            {
-                int out_pixel_index = k * 2;
-                float coefficient = horizontal_coefficients[coefficient_group + k - n0];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-                output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
-            }
-        }
-        break;
-
-    case 3:
-        for (x = 0; x < max_x; x++)
-        {
-            int n0 = horizontal_contributors[x].n0;
-            int n1 = horizontal_contributors[x].n1;
-
-            int in_x = x - filter_pixel_margin;
-            int in_pixel_index = in_x * 3;
-            int max_n = n1;
-            int coefficient_group = coefficient_width * x;
-
-            for (k = n0; k <= max_n; k++)
-            {
-                int out_pixel_index = k * 3;
-                float coefficient = horizontal_coefficients[coefficient_group + k - n0];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-                output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
-                output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
-            }
-        }
-        break;
-
-    case 4:
-        for (x = 0; x < max_x; x++)
-        {
-            int n0 = horizontal_contributors[x].n0;
-            int n1 = horizontal_contributors[x].n1;
-
-            int in_x = x - filter_pixel_margin;
-            int in_pixel_index = in_x * 4;
-            int max_n = n1;
-            int coefficient_group = coefficient_width * x;
-
-            for (k = n0; k <= max_n; k++)
-            {
-                int out_pixel_index = k * 4;
-                float coefficient = horizontal_coefficients[coefficient_group + k - n0];
-                STBIR_ASSERT(coefficient != 0);
-                output_buffer[out_pixel_index + 0] += decode_buffer[in_pixel_index + 0] * coefficient;
-                output_buffer[out_pixel_index + 1] += decode_buffer[in_pixel_index + 1] * coefficient;
-                output_buffer[out_pixel_index + 2] += decode_buffer[in_pixel_index + 2] * coefficient;
-                output_buffer[out_pixel_index + 3] += decode_buffer[in_pixel_index + 3] * coefficient;
-            }
-        }
-        break;
-
-    default:
-        for (x = 0; x < max_x; x++)
-        {
-            int n0 = horizontal_contributors[x].n0;
-            int n1 = horizontal_contributors[x].n1;
-
-            int in_x = x - filter_pixel_margin;
-            int in_pixel_index = in_x * channels;
-            int max_n = n1;
-            int coefficient_group = coefficient_width * x;
-
-            for (k = n0; k <= max_n; k++)
-            {
-                int c;
-                int out_pixel_index = k * channels;
-                float coefficient = horizontal_coefficients[coefficient_group + k - n0];
-                STBIR_ASSERT(coefficient != 0);
-                for (c = 0; c < channels; c++)
-                    output_buffer[out_pixel_index + c] += decode_buffer[in_pixel_index + c] * coefficient;
-            }
-        }
-        break;
-    }
-}
-
-static void stbir__decode_and_resample_upsample(stbir__info* stbir_info, int n)
-{
-    // Decode the nth scanline from the source image into the decode buffer.
-    stbir__decode_scanline(stbir_info, n);
-
-    // Now resample it into the ring buffer.
-    if (stbir__use_width_upsampling(stbir_info))
-        stbir__resample_horizontal_upsample(stbir_info, stbir__add_empty_ring_buffer_entry(stbir_info, n));
-    else
-        stbir__resample_horizontal_downsample(stbir_info, stbir__add_empty_ring_buffer_entry(stbir_info, n));
-
-    // Now it's sitting in the ring buffer ready to be used as source for the vertical sampling.
-}
-
-static void stbir__decode_and_resample_downsample(stbir__info* stbir_info, int n)
-{
-    // Decode the nth scanline from the source image into the decode buffer.
-    stbir__decode_scanline(stbir_info, n);
-
-    memset(stbir_info->horizontal_buffer, 0, stbir_info->output_w * stbir_info->channels * sizeof(float));
-
-    // Now resample it into the horizontal buffer.
-    if (stbir__use_width_upsampling(stbir_info))
-        stbir__resample_horizontal_upsample(stbir_info, stbir_info->horizontal_buffer);
-    else
-        stbir__resample_horizontal_downsample(stbir_info, stbir_info->horizontal_buffer);
-
-    // Now it's sitting in the horizontal buffer ready to be distributed into the ring buffers.
-}
-
-// Get the specified scan line from the ring buffer.
-static float* stbir__get_ring_buffer_scanline(int get_scanline, float* ring_buffer, int begin_index, int first_scanline, int ring_buffer_num_entries, int ring_buffer_length)
-{
-    int ring_buffer_index = (begin_index + (get_scanline - first_scanline)) % ring_buffer_num_entries;
-    return stbir__get_ring_buffer_entry(ring_buffer, ring_buffer_index, ring_buffer_length);
-}
-
-
-static void stbir__encode_scanline(stbir__info* stbir_info, int num_pixels, void* output_buffer, float* encode_buffer, int channels, int alpha_channel, int decode)
-{
-    int x;
-    int n;
-    int num_nonalpha;
-    stbir_uint16 nonalpha[STBIR_MAX_CHANNELS];
-
-    if (!(stbir_info->flags & STBIR_FLAG_ALPHA_PREMULTIPLIED))
-    {
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            float alpha = encode_buffer[pixel_index + alpha_channel];
-            float reciprocal_alpha = alpha ? 1.0f / alpha : 0;
-
-            // unrolling this produced a 1% slowdown upscaling a large RGBA linear-space image on my machine - stb
-            for (n = 0; n < channels; n++)
-                if (n != alpha_channel)
-                    encode_buffer[pixel_index + n] *= reciprocal_alpha;
-
-            // We added in a small epsilon to prevent the color channel from being deleted with zero alpha.
-            // Because we only add it for integer types, it will automatically be discarded on integer
-            // conversion, so we don't need to subtract it back out (which would be problematic for
-            // numeric precision reasons).
-        }
-    }
-
-    // build a table of all channels that need colorspace correction, so
-    // we don't perform colorspace correction on channels that don't need it.
-    for (x = 0, num_nonalpha = 0; x < channels; ++x)
-    {
-        if (x != alpha_channel || (stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-        {
-            nonalpha[num_nonalpha++] = (stbir_uint16)x;
-        }
-    }
-
-#define STBIR__ROUND_INT(f)    ((int)          ((f)+0.5))
-#define STBIR__ROUND_UINT(f)   ((stbir_uint32) ((f)+0.5))
-
-#ifdef STBIR__SATURATE_INT
-#define STBIR__ENCODE_LINEAR8(f)   stbir__saturate8 (STBIR__ROUND_INT((f) * stbir__max_uint8_as_float ))
-#define STBIR__ENCODE_LINEAR16(f)  stbir__saturate16(STBIR__ROUND_INT((f) * stbir__max_uint16_as_float))
-#else
-#define STBIR__ENCODE_LINEAR8(f)   (unsigned char ) STBIR__ROUND_INT(stbir__saturate(f) * stbir__max_uint8_as_float )
-#define STBIR__ENCODE_LINEAR16(f)  (unsigned short) STBIR__ROUND_INT(stbir__saturate(f) * stbir__max_uint16_as_float)
-#endif
-
-    switch (decode)
-    {
-    case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_LINEAR):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < channels; n++)
-            {
-                int index = pixel_index + n;
-                ((unsigned char*)output_buffer)[index] = STBIR__ENCODE_LINEAR8(encode_buffer[index]);
-            }
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT8, STBIR_COLORSPACE_SRGB):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < num_nonalpha; n++)
-            {
-                int index = pixel_index + nonalpha[n];
-                ((unsigned char*)output_buffer)[index] = stbir__linear_to_srgb_uchar(encode_buffer[index]);
-            }
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                ((unsigned char*)output_buffer)[pixel_index + alpha_channel] = STBIR__ENCODE_LINEAR8(encode_buffer[pixel_index + alpha_channel]);
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_LINEAR):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < channels; n++)
-            {
-                int index = pixel_index + n;
-                ((unsigned short*)output_buffer)[index] = STBIR__ENCODE_LINEAR16(encode_buffer[index]);
-            }
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT16, STBIR_COLORSPACE_SRGB):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < num_nonalpha; n++)
-            {
-                int index = pixel_index + nonalpha[n];
-                ((unsigned short*)output_buffer)[index] = (unsigned short)STBIR__ROUND_INT(stbir__linear_to_srgb(stbir__saturate(encode_buffer[index])) * stbir__max_uint16_as_float);
-            }
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                ((unsigned short*)output_buffer)[pixel_index + alpha_channel] = STBIR__ENCODE_LINEAR16(encode_buffer[pixel_index + alpha_channel]);
-        }
-
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_LINEAR):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < channels; n++)
-            {
-                int index = pixel_index + n;
-                ((unsigned int*)output_buffer)[index] = (unsigned int)STBIR__ROUND_UINT(((double)stbir__saturate(encode_buffer[index])) * stbir__max_uint32_as_float);
-            }
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_UINT32, STBIR_COLORSPACE_SRGB):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < num_nonalpha; n++)
-            {
-                int index = pixel_index + nonalpha[n];
-                ((unsigned int*)output_buffer)[index] = (unsigned int)STBIR__ROUND_UINT(((double)stbir__linear_to_srgb(stbir__saturate(encode_buffer[index]))) * stbir__max_uint32_as_float);
-            }
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                ((unsigned int*)output_buffer)[pixel_index + alpha_channel] = (unsigned int)STBIR__ROUND_INT(((double)stbir__saturate(encode_buffer[pixel_index + alpha_channel])) * stbir__max_uint32_as_float);
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_LINEAR):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < channels; n++)
-            {
-                int index = pixel_index + n;
-                ((float*)output_buffer)[index] = encode_buffer[index];
-            }
-        }
-        break;
-
-    case STBIR__DECODE(STBIR_TYPE_FLOAT, STBIR_COLORSPACE_SRGB):
-        for (x = 0; x < num_pixels; ++x)
-        {
-            int pixel_index = x * channels;
-
-            for (n = 0; n < num_nonalpha; n++)
-            {
-                int index = pixel_index + nonalpha[n];
-                ((float*)output_buffer)[index] = stbir__linear_to_srgb(encode_buffer[index]);
-            }
-
-            if (!(stbir_info->flags & STBIR_FLAG_ALPHA_USES_COLORSPACE))
-                ((float*)output_buffer)[pixel_index + alpha_channel] = encode_buffer[pixel_index + alpha_channel];
-        }
-        break;
-
-    default:
-        STBIR_ASSERT(!"Unknown type/colorspace/channels combination.");
-        break;
-    }
-}
-
-static void stbir__resample_vertical_upsample(stbir__info* stbir_info, int n)
-{
-    int x, k;
-    int output_w = stbir_info->output_w;
-    stbir__contributors* vertical_contributors = stbir_info->vertical_contributors;
-    float* vertical_coefficients = stbir_info->vertical_coefficients;
-    int channels = stbir_info->channels;
-    int alpha_channel = stbir_info->alpha_channel;
-    int type = stbir_info->type;
-    int colorspace = stbir_info->colorspace;
-    int ring_buffer_entries = stbir_info->ring_buffer_num_entries;
-    void* output_data = stbir_info->output_data;
-    float* encode_buffer = stbir_info->encode_buffer;
-    int decode = STBIR__DECODE(type, colorspace);
-    int coefficient_width = stbir_info->vertical_coefficient_width;
-    int coefficient_counter;
-    int contributor = n;
-
-    float* ring_buffer = stbir_info->ring_buffer;
-    int ring_buffer_begin_index = stbir_info->ring_buffer_begin_index;
-    int ring_buffer_first_scanline = stbir_info->ring_buffer_first_scanline;
-    int ring_buffer_length = stbir_info->ring_buffer_length_bytes / sizeof(float);
-
-    int n0, n1, output_row_start;
-    int coefficient_group = coefficient_width * contributor;
-
-    n0 = vertical_contributors[contributor].n0;
-    n1 = vertical_contributors[contributor].n1;
-
-    output_row_start = n * stbir_info->output_stride_bytes;
-
-    STBIR_ASSERT(stbir__use_height_upsampling(stbir_info));
-
-    memset(encode_buffer, 0, output_w * sizeof(float) * channels);
-
-    // I tried reblocking this for better cache usage of encode_buffer
-    // (using x_outer, k, x_inner), but it lost speed. -- stb
-
-    coefficient_counter = 0;
-    switch (channels) {
-    case 1:
-        for (k = n0; k <= n1; k++)
-        {
-            int coefficient_index = coefficient_counter++;
-            float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
-            float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
-            for (x = 0; x < output_w; ++x)
-            {
-                int in_pixel_index = x * 1;
-                encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
-            }
-        }
-        break;
-    case 2:
-        for (k = n0; k <= n1; k++)
-        {
-            int coefficient_index = coefficient_counter++;
-            float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
-            float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
-            for (x = 0; x < output_w; ++x)
-            {
-                int in_pixel_index = x * 2;
-                encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
-                encode_buffer[in_pixel_index + 1] += ring_buffer_entry[in_pixel_index + 1] * coefficient;
-            }
-        }
-        break;
-    case 3:
-        for (k = n0; k <= n1; k++)
-        {
-            int coefficient_index = coefficient_counter++;
-            float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
-            float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
-            for (x = 0; x < output_w; ++x)
-            {
-                int in_pixel_index = x * 3;
-                encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
-                encode_buffer[in_pixel_index + 1] += ring_buffer_entry[in_pixel_index + 1] * coefficient;
-                encode_buffer[in_pixel_index + 2] += ring_buffer_entry[in_pixel_index + 2] * coefficient;
-            }
-        }
-        break;
-    case 4:
-        for (k = n0; k <= n1; k++)
-        {
-            int coefficient_index = coefficient_counter++;
-            float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
-            float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
-            for (x = 0; x < output_w; ++x)
-            {
-                int in_pixel_index = x * 4;
-                encode_buffer[in_pixel_index + 0] += ring_buffer_entry[in_pixel_index + 0] * coefficient;
-                encode_buffer[in_pixel_index + 1] += ring_buffer_entry[in_pixel_index + 1] * coefficient;
-                encode_buffer[in_pixel_index + 2] += ring_buffer_entry[in_pixel_index + 2] * coefficient;
-                encode_buffer[in_pixel_index + 3] += ring_buffer_entry[in_pixel_index + 3] * coefficient;
-            }
-        }
-        break;
-    default:
-        for (k = n0; k <= n1; k++)
-        {
-            int coefficient_index = coefficient_counter++;
-            float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
-            float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
-            for (x = 0; x < output_w; ++x)
-            {
-                int in_pixel_index = x * channels;
-                int c;
-                for (c = 0; c < channels; c++)
-                    encode_buffer[in_pixel_index + c] += ring_buffer_entry[in_pixel_index + c] * coefficient;
-            }
-        }
-        break;
-    }
-    stbir__encode_scanline(stbir_info, output_w, (char*)output_data + output_row_start, encode_buffer, channels, alpha_channel, decode);
-}
-
-static void stbir__resample_vertical_downsample(stbir__info* stbir_info, int n)
-{
-    int x, k;
-    int output_w = stbir_info->output_w;
-    stbir__contributors* vertical_contributors = stbir_info->vertical_contributors;
-    float* vertical_coefficients = stbir_info->vertical_coefficients;
-    int channels = stbir_info->channels;
-    int ring_buffer_entries = stbir_info->ring_buffer_num_entries;
-    float* horizontal_buffer = stbir_info->horizontal_buffer;
-    int coefficient_width = stbir_info->vertical_coefficient_width;
-    int contributor = n + stbir_info->vertical_filter_pixel_margin;
-
-    float* ring_buffer = stbir_info->ring_buffer;
-    int ring_buffer_begin_index = stbir_info->ring_buffer_begin_index;
-    int ring_buffer_first_scanline = stbir_info->ring_buffer_first_scanline;
-    int ring_buffer_length = stbir_info->ring_buffer_length_bytes / sizeof(float);
-    int n0, n1;
-
-    n0 = vertical_contributors[contributor].n0;
-    n1 = vertical_contributors[contributor].n1;
-
-    STBIR_ASSERT(!stbir__use_height_upsampling(stbir_info));
-
-    for (k = n0; k <= n1; k++)
-    {
-        int coefficient_index = k - n0;
-        int coefficient_group = coefficient_width * contributor;
-        float coefficient = vertical_coefficients[coefficient_group + coefficient_index];
-
-        float* ring_buffer_entry = stbir__get_ring_buffer_scanline(k, ring_buffer, ring_buffer_begin_index, ring_buffer_first_scanline, ring_buffer_entries, ring_buffer_length);
-
-        switch (channels) {
-        case 1:
-            for (x = 0; x < output_w; x++)
-            {
-                int in_pixel_index = x * 1;
-                ring_buffer_entry[in_pixel_index + 0] += horizontal_buffer[in_pixel_index + 0] * coefficient;
-            }
-            break;
-        case 2:
-            for (x = 0; x < output_w; x++)
-            {
-                int in_pixel_index = x * 2;
-                ring_buffer_entry[in_pixel_index + 0] += horizontal_buffer[in_pixel_index + 0] * coefficient;
-                ring_buffer_entry[in_pixel_index + 1] += horizontal_buffer[in_pixel_index + 1] * coefficient;
-            }
-            break;
-        case 3:
-            for (x = 0; x < output_w; x++)
-            {
-                int in_pixel_index = x * 3;
-                ring_buffer_entry[in_pixel_index + 0] += horizontal_buffer[in_pixel_index + 0] * coefficient;
-                ring_buffer_entry[in_pixel_index + 1] += horizontal_buffer[in_pixel_index + 1] * coefficient;
-                ring_buffer_entry[in_pixel_index + 2] += horizontal_buffer[in_pixel_index + 2] * coefficient;
-            }
-            break;
-        case 4:
-            for (x = 0; x < output_w; x++)
-            {
-                int in_pixel_index = x * 4;
-                ring_buffer_entry[in_pixel_index + 0] += horizontal_buffer[in_pixel_index + 0] * coefficient;
-                ring_buffer_entry[in_pixel_index + 1] += horizontal_buffer[in_pixel_index + 1] * coefficient;
-                ring_buffer_entry[in_pixel_index + 2] += horizontal_buffer[in_pixel_index + 2] * coefficient;
-                ring_buffer_entry[in_pixel_index + 3] += horizontal_buffer[in_pixel_index + 3] * coefficient;
-            }
-            break;
-        default:
-            for (x = 0; x < output_w; x++)
-            {
-                int in_pixel_index = x * channels;
-
-                int c;
-                for (c = 0; c < channels; c++)
-                    ring_buffer_entry[in_pixel_index + c] += horizontal_buffer[in_pixel_index + c] * coefficient;
-            }
-            break;
-        }
-    }
-}
-
-static void stbir__buffer_loop_upsample(stbir__info* stbir_info)
-{
-    int y;
-    float scale_ratio = stbir_info->vertical_scale;
-    float out_scanlines_radius = stbir__filter_info_table[stbir_info->vertical_filter].support(1 / scale_ratio) * scale_ratio;
-
-    STBIR_ASSERT(stbir__use_height_upsampling(stbir_info));
-
-    for (y = 0; y < stbir_info->output_h; y++)
-    {
-        float in_center_of_out = 0; // Center of the current out scanline in the in scanline space
-        int in_first_scanline = 0, in_last_scanline = 0;
-
-        stbir__calculate_sample_range_upsample(y, out_scanlines_radius, scale_ratio, stbir_info->vertical_shift, &in_first_scanline, &in_last_scanline, &in_center_of_out);
-
-        STBIR_ASSERT(in_last_scanline - in_first_scanline + 1 <= stbir_info->ring_buffer_num_entries);
-
-        if (stbir_info->ring_buffer_begin_index >= 0)
-        {
-            // Get rid of whatever we don't need anymore.
-            while (in_first_scanline > stbir_info->ring_buffer_first_scanline)
-            {
-                if (stbir_info->ring_buffer_first_scanline == stbir_info->ring_buffer_last_scanline)
-                {
-                    // We just popped the last scanline off the ring buffer.
-                    // Reset it to the empty state.
-                    stbir_info->ring_buffer_begin_index = -1;
-                    stbir_info->ring_buffer_first_scanline = 0;
-                    stbir_info->ring_buffer_last_scanline = 0;
-                    break;
-                }
-                else
-                {
-                    stbir_info->ring_buffer_first_scanline++;
-                    stbir_info->ring_buffer_begin_index = (stbir_info->ring_buffer_begin_index + 1) % stbir_info->ring_buffer_num_entries;
-                }
-            }
-        }
-
-        // Load in new ones.
-        if (stbir_info->ring_buffer_begin_index < 0)
-            stbir__decode_and_resample_upsample(stbir_info, in_first_scanline);
-
-        while (in_last_scanline > stbir_info->ring_buffer_last_scanline)
-            stbir__decode_and_resample_upsample(stbir_info, stbir_info->ring_buffer_last_scanline + 1);
-
-        // Now all buffers should be ready to write a row of vertical sampling.
-        stbir__resample_vertical_upsample(stbir_info, y);
-
-        STBIR_PROGRESS_REPORT((float)y / stbir_info->output_h);
-    }
-}
-
-static void stbir__empty_ring_buffer(stbir__info* stbir_info, int first_necessary_scanline)
-{
-    int output_stride_bytes = stbir_info->output_stride_bytes;
-    int channels = stbir_info->channels;
-    int alpha_channel = stbir_info->alpha_channel;
-    int type = stbir_info->type;
-    int colorspace = stbir_info->colorspace;
-    int output_w = stbir_info->output_w;
-    void* output_data = stbir_info->output_data;
-    int decode = STBIR__DECODE(type, colorspace);
-
-    float* ring_buffer = stbir_info->ring_buffer;
-    int ring_buffer_length = stbir_info->ring_buffer_length_bytes / sizeof(float);
-
-    if (stbir_info->ring_buffer_begin_index >= 0)
-    {
-        // Get rid of whatever we don't need anymore.
-        while (first_necessary_scanline > stbir_info->ring_buffer_first_scanline)
-        {
-            if (stbir_info->ring_buffer_first_scanline >= 0 && stbir_info->ring_buffer_first_scanline < stbir_info->output_h)
-            {
-                int output_row_start = stbir_info->ring_buffer_first_scanline * output_stride_bytes;
-                float* ring_buffer_entry = stbir__get_ring_buffer_entry(ring_buffer, stbir_info->ring_buffer_begin_index, ring_buffer_length);
-                stbir__encode_scanline(stbir_info, output_w, (char*)output_data + output_row_start, ring_buffer_entry, channels, alpha_channel, decode);
-                STBIR_PROGRESS_REPORT((float)stbir_info->ring_buffer_first_scanline / stbir_info->output_h);
-            }
-
-            if (stbir_info->ring_buffer_first_scanline == stbir_info->ring_buffer_last_scanline)
-            {
-                // We just popped the last scanline off the ring buffer.
-                // Reset it to the empty state.
-                stbir_info->ring_buffer_begin_index = -1;
-                stbir_info->ring_buffer_first_scanline = 0;
-                stbir_info->ring_buffer_last_scanline = 0;
-                break;
-            }
-            else
-            {
-                stbir_info->ring_buffer_first_scanline++;
-                stbir_info->ring_buffer_begin_index = (stbir_info->ring_buffer_begin_index + 1) % stbir_info->ring_buffer_num_entries;
-            }
-        }
-    }
-}
-
-static void stbir__buffer_loop_downsample(stbir__info* stbir_info)
-{
-    int y;
-    float scale_ratio = stbir_info->vertical_scale;
-    int output_h = stbir_info->output_h;
-    float in_pixels_radius = stbir__filter_info_table[stbir_info->vertical_filter].support(scale_ratio) / scale_ratio;
-    int pixel_margin = stbir_info->vertical_filter_pixel_margin;
-    int max_y = stbir_info->input_h + pixel_margin;
-
-    STBIR_ASSERT(!stbir__use_height_upsampling(stbir_info));
-
-    for (y = -pixel_margin; y < max_y; y++)
-    {
-        float out_center_of_in; // Center of the current out scanline in the in scanline space
-        int out_first_scanline, out_last_scanline;
-
-        stbir__calculate_sample_range_downsample(y, in_pixels_radius, scale_ratio, stbir_info->vertical_shift, &out_first_scanline, &out_last_scanline, &out_center_of_in);
-
-        STBIR_ASSERT(out_last_scanline - out_first_scanline + 1 <= stbir_info->ring_buffer_num_entries);
-
-        if (out_last_scanline < 0 || out_first_scanline >= output_h)
-            continue;
-
-        stbir__empty_ring_buffer(stbir_info, out_first_scanline);
-
-        stbir__decode_and_resample_downsample(stbir_info, y);
-
-        // Load in new ones.
-        if (stbir_info->ring_buffer_begin_index < 0)
-            stbir__add_empty_ring_buffer_entry(stbir_info, out_first_scanline);
-
-        while (out_last_scanline > stbir_info->ring_buffer_last_scanline)
-            stbir__add_empty_ring_buffer_entry(stbir_info, stbir_info->ring_buffer_last_scanline + 1);
-
-        // Now the horizontal buffer is ready to write to all ring buffer rows.
-        stbir__resample_vertical_downsample(stbir_info, y);
-    }
-
-    stbir__empty_ring_buffer(stbir_info, stbir_info->output_h);
-}
-
-static void stbir__setup(stbir__info* info, int input_w, int input_h, int output_w, int output_h, int channels)
-{
-    info->input_w = input_w;
-    info->input_h = input_h;
-    info->output_w = output_w;
-    info->output_h = output_h;
-    info->channels = channels;
-}
-
-static void stbir__calculate_transform(stbir__info* info, float s0, float t0, float s1, float t1, float* transform)
-{
-    info->s0 = s0;
-    info->t0 = t0;
-    info->s1 = s1;
-    info->t1 = t1;
-
-    if (transform)
-    {
-        info->horizontal_scale = transform[0];
-        info->vertical_scale = transform[1];
-        info->horizontal_shift = transform[2];
-        info->vertical_shift = transform[3];
-    }
-    else
-    {
-        info->horizontal_scale = ((float)info->output_w / info->input_w) / (s1 - s0);
-        info->vertical_scale = ((float)info->output_h / info->input_h) / (t1 - t0);
-
-        info->horizontal_shift = s0 * info->output_w / (s1 - s0);
-        info->vertical_shift = t0 * info->output_h / (t1 - t0);
-    }
-}
-
-static void stbir__choose_filter(stbir__info* info, stbir_filter h_filter, stbir_filter v_filter)
-{
-    if (h_filter == 0)
-        h_filter = stbir__use_upsampling(info->horizontal_scale) ? STBIR_DEFAULT_FILTER_UPSAMPLE : STBIR_DEFAULT_FILTER_DOWNSAMPLE;
-    if (v_filter == 0)
-        v_filter = stbir__use_upsampling(info->vertical_scale) ? STBIR_DEFAULT_FILTER_UPSAMPLE : STBIR_DEFAULT_FILTER_DOWNSAMPLE;
-    info->horizontal_filter = h_filter;
-    info->vertical_filter = v_filter;
-}
-
-static stbir_uint32 stbir__calculate_memory(stbir__info* info)
-{
-    int pixel_margin = stbir__get_filter_pixel_margin(info->horizontal_filter, info->horizontal_scale);
-    int filter_height = stbir__get_filter_pixel_width(info->vertical_filter, info->vertical_scale);
-
-    info->horizontal_num_contributors = stbir__get_contributors(info->horizontal_scale, info->horizontal_filter, info->input_w, info->output_w);
-    info->vertical_num_contributors = stbir__get_contributors(info->vertical_scale, info->vertical_filter, info->input_h, info->output_h);
-
-    // One extra entry because floating point precision problems sometimes cause an extra to be necessary.
-    info->ring_buffer_num_entries = filter_height + 1;
-
-    info->horizontal_contributors_size = info->horizontal_num_contributors * sizeof(stbir__contributors);
-    info->horizontal_coefficients_size = stbir__get_total_horizontal_coefficients(info) * sizeof(float);
-    info->vertical_contributors_size = info->vertical_num_contributors * sizeof(stbir__contributors);
-    info->vertical_coefficients_size = stbir__get_total_vertical_coefficients(info) * sizeof(float);
-    info->decode_buffer_size = (info->input_w + pixel_margin * 2) * info->channels * sizeof(float);
-    info->horizontal_buffer_size = info->output_w * info->channels * sizeof(float);
-    info->ring_buffer_size = info->output_w * info->channels * info->ring_buffer_num_entries * sizeof(float);
-    info->encode_buffer_size = info->output_w * info->channels * sizeof(float);
-
-    STBIR_ASSERT(info->horizontal_filter != 0);
-    STBIR_ASSERT(info->horizontal_filter < STBIR__ARRAY_SIZE(stbir__filter_info_table)); // this now happens too late
-    STBIR_ASSERT(info->vertical_filter != 0);
-    STBIR_ASSERT(info->vertical_filter < STBIR__ARRAY_SIZE(stbir__filter_info_table)); // this now happens too late
-
-    if (stbir__use_height_upsampling(info))
-        // The horizontal buffer is for when we're downsampling the height and we
-        // can't output the result of sampling the decode buffer directly into the
-        // ring buffers.
-        info->horizontal_buffer_size = 0;
-    else
-        // The encode buffer is to retain precision in the height upsampling method
-        // and isn't used when height downsampling.
-        info->encode_buffer_size = 0;
-
-    return info->horizontal_contributors_size + info->horizontal_coefficients_size
-        + info->vertical_contributors_size + info->vertical_coefficients_size
-        + info->decode_buffer_size + info->horizontal_buffer_size
-        + info->ring_buffer_size + info->encode_buffer_size;
-}
-
-static int stbir__resize_allocated(stbir__info* info,
-    const void* input_data, int input_stride_in_bytes,
-    void* output_data, int output_stride_in_bytes,
-    int alpha_channel, stbir_uint32 flags, stbir_datatype type,
-    stbir_edge edge_horizontal, stbir_edge edge_vertical, stbir_colorspace colorspace,
-    void* tempmem, size_t tempmem_size_in_bytes)
-{
-    size_t memory_required = stbir__calculate_memory(info);
-
-    int width_stride_input = input_stride_in_bytes ? input_stride_in_bytes : info->channels * info->input_w * stbir__type_size[type];
-    int width_stride_output = output_stride_in_bytes ? output_stride_in_bytes : info->channels * info->output_w * stbir__type_size[type];
-
-#ifdef STBIR_DEBUG_OVERWRITE_TEST
-#define OVERWRITE_ARRAY_SIZE 8
-    unsigned char overwrite_output_before_pre[OVERWRITE_ARRAY_SIZE];
-    unsigned char overwrite_tempmem_before_pre[OVERWRITE_ARRAY_SIZE];
-    unsigned char overwrite_output_after_pre[OVERWRITE_ARRAY_SIZE];
-    unsigned char overwrite_tempmem_after_pre[OVERWRITE_ARRAY_SIZE];
-
-    size_t begin_forbidden = width_stride_output * (info->output_h - 1) + info->output_w * info->channels * stbir__type_size[type];
-    memcpy(overwrite_output_before_pre, &((unsigned char*)output_data)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE);
-    memcpy(overwrite_output_after_pre, &((unsigned char*)output_data)[begin_forbidden], OVERWRITE_ARRAY_SIZE);
-    memcpy(overwrite_tempmem_before_pre, &((unsigned char*)tempmem)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE);
-    memcpy(overwrite_tempmem_after_pre, &((unsigned char*)tempmem)[tempmem_size_in_bytes], OVERWRITE_ARRAY_SIZE);
-#endif
-
-    STBIR_ASSERT(info->channels >= 0);
-    STBIR_ASSERT(info->channels <= STBIR_MAX_CHANNELS);
-
-    if (info->channels < 0 || info->channels > STBIR_MAX_CHANNELS)
-        return 0;
-
-    STBIR_ASSERT(info->horizontal_filter < STBIR__ARRAY_SIZE(stbir__filter_info_table));
-    STBIR_ASSERT(info->vertical_filter < STBIR__ARRAY_SIZE(stbir__filter_info_table));
-
-    if (info->horizontal_filter >= STBIR__ARRAY_SIZE(stbir__filter_info_table))
-        return 0;
-    if (info->vertical_filter >= STBIR__ARRAY_SIZE(stbir__filter_info_table))
-        return 0;
-
-    if (alpha_channel < 0)
-        flags |= STBIR_FLAG_ALPHA_USES_COLORSPACE | STBIR_FLAG_ALPHA_PREMULTIPLIED;
-
-    if (!(flags & STBIR_FLAG_ALPHA_USES_COLORSPACE) || !(flags & STBIR_FLAG_ALPHA_PREMULTIPLIED)) {
-        STBIR_ASSERT(alpha_channel >= 0 && alpha_channel < info->channels);
-    }
-
-    if (alpha_channel >= info->channels)
-        return 0;
-
-    STBIR_ASSERT(tempmem);
-
-    if (!tempmem)
-        return 0;
-
-    STBIR_ASSERT(tempmem_size_in_bytes >= memory_required);
-
-    if (tempmem_size_in_bytes < memory_required)
-        return 0;
-
-    memset(tempmem, 0, tempmem_size_in_bytes);
-
-    info->input_data = input_data;
-    info->input_stride_bytes = width_stride_input;
-
-    info->output_data = output_data;
-    info->output_stride_bytes = width_stride_output;
-
-    info->alpha_channel = alpha_channel;
-    info->flags = flags;
-    info->type = type;
-    info->edge_horizontal = edge_horizontal;
-    info->edge_vertical = edge_vertical;
-    info->colorspace = colorspace;
-
-    info->horizontal_coefficient_width = stbir__get_coefficient_width(info->horizontal_filter, info->horizontal_scale);
-    info->vertical_coefficient_width = stbir__get_coefficient_width(info->vertical_filter, info->vertical_scale);
-    info->horizontal_filter_pixel_width = stbir__get_filter_pixel_width(info->horizontal_filter, info->horizontal_scale);
-    info->vertical_filter_pixel_width = stbir__get_filter_pixel_width(info->vertical_filter, info->vertical_scale);
-    info->horizontal_filter_pixel_margin = stbir__get_filter_pixel_margin(info->horizontal_filter, info->horizontal_scale);
-    info->vertical_filter_pixel_margin = stbir__get_filter_pixel_margin(info->vertical_filter, info->vertical_scale);
-
-    info->ring_buffer_length_bytes = info->output_w * info->channels * sizeof(float);
-    info->decode_buffer_pixels = info->input_w + info->horizontal_filter_pixel_margin * 2;
-
-#define STBIR__NEXT_MEMPTR(current, newtype) (newtype*)(((unsigned char*)current) + current##_size)
-
-    info->horizontal_contributors = (stbir__contributors*)tempmem;
-    info->horizontal_coefficients = STBIR__NEXT_MEMPTR(info->horizontal_contributors, float);
-    info->vertical_contributors = STBIR__NEXT_MEMPTR(info->horizontal_coefficients, stbir__contributors);
-    info->vertical_coefficients = STBIR__NEXT_MEMPTR(info->vertical_contributors, float);
-    info->decode_buffer = STBIR__NEXT_MEMPTR(info->vertical_coefficients, float);
-
-    if (stbir__use_height_upsampling(info))
-    {
-        info->horizontal_buffer = NULL;
-        info->ring_buffer = STBIR__NEXT_MEMPTR(info->decode_buffer, float);
-        info->encode_buffer = STBIR__NEXT_MEMPTR(info->ring_buffer, float);
-
-        STBIR_ASSERT((size_t)STBIR__NEXT_MEMPTR(info->encode_buffer, unsigned char) == (size_t)tempmem + tempmem_size_in_bytes);
-    }
-    else
-    {
-        info->horizontal_buffer = STBIR__NEXT_MEMPTR(info->decode_buffer, float);
-        info->ring_buffer = STBIR__NEXT_MEMPTR(info->horizontal_buffer, float);
-        info->encode_buffer = NULL;
-
-        STBIR_ASSERT((size_t)STBIR__NEXT_MEMPTR(info->ring_buffer, unsigned char) == (size_t)tempmem + tempmem_size_in_bytes);
-    }
-
-#undef STBIR__NEXT_MEMPTR
-
-    // This signals that the ring buffer is empty
-    info->ring_buffer_begin_index = -1;
-
-    stbir__calculate_filters(info->horizontal_contributors, info->horizontal_coefficients, info->horizontal_filter, info->horizontal_scale, info->horizontal_shift, info->input_w, info->output_w);
-    stbir__calculate_filters(info->vertical_contributors, info->vertical_coefficients, info->vertical_filter, info->vertical_scale, info->vertical_shift, info->input_h, info->output_h);
-
-    STBIR_PROGRESS_REPORT(0);
-
-    if (stbir__use_height_upsampling(info))
-        stbir__buffer_loop_upsample(info);
-    else
-        stbir__buffer_loop_downsample(info);
-
-    STBIR_PROGRESS_REPORT(1);
-
-#ifdef STBIR_DEBUG_OVERWRITE_TEST
-    STBIR_ASSERT(memcmp(overwrite_output_before_pre, &((unsigned char*)output_data)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE) == 0);
-    STBIR_ASSERT(memcmp(overwrite_output_after_pre, &((unsigned char*)output_data)[begin_forbidden], OVERWRITE_ARRAY_SIZE) == 0);
-    STBIR_ASSERT(memcmp(overwrite_tempmem_before_pre, &((unsigned char*)tempmem)[-OVERWRITE_ARRAY_SIZE], OVERWRITE_ARRAY_SIZE) == 0);
-    STBIR_ASSERT(memcmp(overwrite_tempmem_after_pre, &((unsigned char*)tempmem)[tempmem_size_in_bytes], OVERWRITE_ARRAY_SIZE) == 0);
-#endif
-
-    return 1;
-}
-
-
-static int stbir__resize_arbitrary(
-    void* alloc_context,
-    const void* input_data, int input_w, int input_h, int input_stride_in_bytes,
-    void* output_data, int output_w, int output_h, int output_stride_in_bytes,
-    float s0, float t0, float s1, float t1, float* transform,
-    int channels, int alpha_channel, stbir_uint32 flags, stbir_datatype type,
-    stbir_filter h_filter, stbir_filter v_filter,
-    stbir_edge edge_horizontal, stbir_edge edge_vertical, stbir_colorspace colorspace)
-{
-    stbir__info info;
-    int result;
-    size_t memory_required;
-    void* extra_memory;
-
-    stbir__setup(&info, input_w, input_h, output_w, output_h, channels);
-    stbir__calculate_transform(&info, s0, t0, s1, t1, transform);
-    stbir__choose_filter(&info, h_filter, v_filter);
-    memory_required = stbir__calculate_memory(&info);
-    extra_memory = STBIR_MALLOC(memory_required, alloc_context);
-
-    if (!extra_memory)
-        return 0;
-
-    result = stbir__resize_allocated(&info, input_data, input_stride_in_bytes,
-        output_data, output_stride_in_bytes,
-        alpha_channel, flags, type,
-        edge_horizontal, edge_vertical,
-        colorspace, extra_memory, memory_required);
-
-    STBIR_FREE(extra_memory, alloc_context);
-
-    return result;
-}
-
-STBIRDEF int stbir_resize_uint8(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels)
-{
-    return stbir__resize_arbitrary(NULL, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, -1, 0, STBIR_TYPE_UINT8, STBIR_FILTER_DEFAULT, STBIR_FILTER_DEFAULT,
-        STBIR_EDGE_CLAMP, STBIR_EDGE_CLAMP, STBIR_COLORSPACE_LINEAR);
-}
-
-STBIRDEF int stbir_resize_float(const float* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    float* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels)
-{
-    return stbir__resize_arbitrary(NULL, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, -1, 0, STBIR_TYPE_FLOAT, STBIR_FILTER_DEFAULT, STBIR_FILTER_DEFAULT,
-        STBIR_EDGE_CLAMP, STBIR_EDGE_CLAMP, STBIR_COLORSPACE_LINEAR);
-}
-
-STBIRDEF int stbir_resize_uint8_srgb(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags)
-{
-    return stbir__resize_arbitrary(NULL, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, alpha_channel, flags, STBIR_TYPE_UINT8, STBIR_FILTER_DEFAULT, STBIR_FILTER_DEFAULT,
-        STBIR_EDGE_CLAMP, STBIR_EDGE_CLAMP, STBIR_COLORSPACE_SRGB);
-}
-
-STBIRDEF int stbir_resize_uint8_srgb_edgemode(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode)
-{
-    return stbir__resize_arbitrary(NULL, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, alpha_channel, flags, STBIR_TYPE_UINT8, STBIR_FILTER_DEFAULT, STBIR_FILTER_DEFAULT,
-        edge_wrap_mode, edge_wrap_mode, STBIR_COLORSPACE_SRGB);
-}
-
-STBIRDEF int stbir_resize_uint8_generic(const unsigned char* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    unsigned char* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
-    void* alloc_context)
-{
-    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, alpha_channel, flags, STBIR_TYPE_UINT8, filter, filter,
-        edge_wrap_mode, edge_wrap_mode, space);
-}
-
-STBIRDEF int stbir_resize_uint16_generic(const stbir_uint16* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    stbir_uint16* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
-    void* alloc_context)
-{
-    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, alpha_channel, flags, STBIR_TYPE_UINT16, filter, filter,
-        edge_wrap_mode, edge_wrap_mode, space);
-}
-
-
-STBIRDEF int stbir_resize_float_generic(const float* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    float* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_wrap_mode, stbir_filter filter, stbir_colorspace space,
-    void* alloc_context)
-{
-    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, alpha_channel, flags, STBIR_TYPE_FLOAT, filter, filter,
-        edge_wrap_mode, edge_wrap_mode, space);
-}
-
-
-STBIRDEF int stbir_resize(const void* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    void* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    stbir_datatype datatype,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
-    stbir_filter filter_horizontal, stbir_filter filter_vertical,
-    stbir_colorspace space, void* alloc_context)
-{
-    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, NULL, num_channels, alpha_channel, flags, datatype, filter_horizontal, filter_vertical,
-        edge_mode_horizontal, edge_mode_vertical, space);
-}
-
-
-STBIRDEF int stbir_resize_subpixel(const void* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    void* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    stbir_datatype datatype,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
-    stbir_filter filter_horizontal, stbir_filter filter_vertical,
-    stbir_colorspace space, void* alloc_context,
-    float x_scale, float y_scale,
-    float x_offset, float y_offset)
-{
-    float transform[4];
-    transform[0] = x_scale;
-    transform[1] = y_scale;
-    transform[2] = x_offset;
-    transform[3] = y_offset;
-    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        0, 0, 1, 1, transform, num_channels, alpha_channel, flags, datatype, filter_horizontal, filter_vertical,
-        edge_mode_horizontal, edge_mode_vertical, space);
-}
-
-STBIRDEF int stbir_resize_region(const void* input_pixels, int input_w, int input_h, int input_stride_in_bytes,
-    void* output_pixels, int output_w, int output_h, int output_stride_in_bytes,
-    stbir_datatype datatype,
-    int num_channels, int alpha_channel, int flags,
-    stbir_edge edge_mode_horizontal, stbir_edge edge_mode_vertical,
-    stbir_filter filter_horizontal, stbir_filter filter_vertical,
-    stbir_colorspace space, void* alloc_context,
-    float s0, float t0, float s1, float t1)
-{
-    return stbir__resize_arbitrary(alloc_context, input_pixels, input_w, input_h, input_stride_in_bytes,
-        output_pixels, output_w, output_h, output_stride_in_bytes,
-        s0, t0, s1, t1, NULL, num_channels, alpha_channel, flags, datatype, filter_horizontal, filter_vertical,
-        edge_mode_horizontal, edge_mode_vertical, space);
-}
-
-#endif // STB_IMAGE_RESIZE_IMPLEMENTATION
-
-/*
-------------------------------------------------------------------------------
-This software is available under 2 licenses -- choose whichever you prefer.
-------------------------------------------------------------------------------
-ALTERNATIVE A - MIT License
-Copyright (c) 2017 Sean Barrett
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
-of the Software, and to permit persons to whom the Software is furnished to do
-so, subject to the following conditions:
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
-------------------------------------------------------------------------------
-ALTERNATIVE B - Public Domain (www.unlicense.org)
-This is free and unencumbered software released into the public domain.
-Anyone is free to copy, modify, publish, use, compile, sell, or distribute this
-software, either in source code form or as a compiled binary, for any purpose,
-commercial or non-commercial, and by any means.
-In jurisdictions that recognize copyright laws, the author or authors of this
-software dedicate any and all copyright interest in the software to the public
-domain. We make this dedication for the benefit of the public at large and to
-the detriment of our heirs and successors. We intend this dedication to be an
-overt act of relinquishment in perpetuity of all present and future rights to
-this software under copyright law.
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
-ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
-WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-------------------------------------------------------------------------------
-*/

code/components/jomjol_image_proc/stb_image_write.h

@@ -1,1671 +0,0 @@
-/* stb_image_write - v1.14 - public domain - http://nothings.org/stb
-   writes out PNG/BMP/TGA/JPEG/HDR images to C stdio - Sean Barrett 2010-2015
-                                     no warranty implied; use at your own risk
-
-   Before #including,
-
-       #define STB_IMAGE_WRITE_IMPLEMENTATION
-
-   in the file that you want to have the implementation.
-
-   Will probably not work correctly with strict-aliasing optimizations.
-
-ABOUT:
-
-   This header file is a library for writing images to C stdio or a callback.
-
-   The PNG output is not optimal; it is 20-50% larger than the file
-   written by a decent optimizing implementation; though providing a custom
-   zlib compress function (see STBIW_ZLIB_COMPRESS) can mitigate that.
-   This library is designed for source code compactness and simplicity,
-   not optimal image file size or run-time performance.
-
-BUILDING:
-
-   You can #define STBIW_ASSERT(x) before the #include to avoid using assert.h.
-   You can #define STBIW_MALLOC(), STBIW_REALLOC(), and STBIW_FREE() to replace
-   malloc,realloc,free.
-   You can #define STBIW_MEMMOVE() to replace memmove()
-   You can #define STBIW_ZLIB_COMPRESS to use a custom zlib-style compress function
-   for PNG compression (instead of the builtin one), it must have the following signature:
-   unsigned char * my_compress(unsigned char *data, int data_len, int *out_len, int quality);
-   The returned data will be freed with STBIW_FREE() (free() by default),
-   so it must be heap allocated with STBIW_MALLOC() (malloc() by default),
-
-UNICODE:
-
-   If compiling for Windows and you wish to use Unicode filenames, compile
-   with
-       #define STBIW_WINDOWS_UTF8
-   and pass utf8-encoded filenames. Call stbiw_convert_wchar_to_utf8 to convert
-   Windows wchar_t filenames to utf8.
-
-USAGE:
-
-   There are five functions, one for each image file format:
-
-     int stbi_write_png(char const *filename, int w, int h, int comp, const void *data, int stride_in_bytes);
-     int stbi_write_bmp(char const *filename, int w, int h, int comp, const void *data);
-     int stbi_write_tga(char const *filename, int w, int h, int comp, const void *data);
-     int stbi_write_jpg(char const *filename, int w, int h, int comp, const void *data, int quality);
-     int stbi_write_hdr(char const *filename, int w, int h, int comp, const float *data);
-
-     void stbi_flip_vertically_on_write(int flag); // flag is non-zero to flip data vertically
-
-   There are also five equivalent functions that use an arbitrary write function. You are
-   expected to open/close your file-equivalent before and after calling these:
-
-     int stbi_write_png_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const void  *data, int stride_in_bytes);
-     int stbi_write_bmp_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const void  *data);
-     int stbi_write_tga_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const void  *data);
-     int stbi_write_hdr_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const float *data);
-     int stbi_write_jpg_to_func(stbi_write_func *func, void *context, int x, int y, int comp, const void *data, int quality);
-
-   where the callback is:
-      void stbi_write_func(void *context, void *data, int size);
-
-   You can configure it with these global variables:
-      int stbi_write_tga_with_rle;             // defaults to true; set to 0 to disable RLE
-      int stbi_write_png_compression_level;    // defaults to 8; set to higher for more compression
-      int stbi_write_force_png_filter;         // defaults to -1; set to 0..5 to force a filter mode
-
-
-   You can define STBI_WRITE_NO_STDIO to disable the file variant of these
-   functions, so the library will not use stdio.h at all. However, this will
-   also disable HDR writing, because it requires stdio for formatted output.
-
-   Each function returns 0 on failure and non-0 on success.
-
-   The functions create an image file defined by the parameters. The image
-   is a rectangle of pixels stored from left-to-right, top-to-bottom.
-   Each pixel contains 'comp' channels of data stored interleaved with 8-bits
-   per channel, in the following order: 1=Y, 2=YA, 3=RGB, 4=RGBA. (Y is
-   monochrome color.) The rectangle is 'w' pixels wide and 'h' pixels tall.
-   The *data pointer points to the first byte of the top-left-most pixel.
-   For PNG, "stride_in_bytes" is the distance in bytes from the first byte of
-   a row of pixels to the first byte of the next row of pixels.
-
-   PNG creates output files with the same number of components as the input.
-   The BMP format expands Y to RGB in the file format and does not
-   output alpha.
-
-   PNG supports writing rectangles of data even when the bytes storing rows of
-   data are not consecutive in memory (e.g. sub-rectangles of a larger image),
-   by supplying the stride between the beginning of adjacent rows. The other
-   formats do not. (Thus you cannot write a native-format BMP through the BMP
-   writer, both because it is in BGR order and because it may have padding
-   at the end of the line.)
-
-   PNG allows you to set the deflate compression level by setting the global
-   variable 'stbi_write_png_compression_level' (it defaults to 8).
-
-   HDR expects linear float data. Since the format is always 32-bit rgb(e)
-   data, alpha (if provided) is discarded, and for monochrome data it is
-   replicated across all three channels.
-
-   TGA supports RLE or non-RLE compressed data. To use non-RLE-compressed
-   data, set the global variable 'stbi_write_tga_with_rle' to 0.
-
-   JPEG does ignore alpha channels in input data; quality is between 1 and 100.
-   Higher quality looks better but results in a bigger image.
-   JPEG baseline (no JPEG progressive).
-
-CREDITS:
-
-
-   Sean Barrett           -    PNG/BMP/TGA
-   Baldur Karlsson        -    HDR
-   Jean-Sebastien Guay    -    TGA monochrome
-   Tim Kelsey             -    misc enhancements
-   Alan Hickman           -    TGA RLE
-   Emmanuel Julien        -    initial file IO callback implementation
-   Jon Olick              -    original jo_jpeg.cpp code
-   Daniel Gibson          -    integrate JPEG, allow external zlib
-   Aarni Koskela          -    allow choosing PNG filter
-
-   bugfixes:
-      github:Chribba
-      Guillaume Chereau
-      github:jry2
-      github:romigrou
-      Sergio Gonzalez
-      Jonas Karlsson
-      Filip Wasil
-      Thatcher Ulrich
-      github:poppolopoppo
-      Patrick Boettcher
-      github:xeekworx
-      Cap Petschulat
-      Simon Rodriguez
-      Ivan Tikhonov
-      github:ignotion
-      Adam Schackart
-
-LICENSE
-
-  See end of file for license information.
-
-*/
-
-
-#ifndef INCLUDE_STB_IMAGE_WRITE_H
-#define INCLUDE_STB_IMAGE_WRITE_H
-
-#include <stdlib.h>
-
-// if STB_IMAGE_WRITE_STATIC causes problems, try defining STBIWDEF to 'inline' or 'static inline'
-#ifndef STBIWDEF
-#ifdef STB_IMAGE_WRITE_STATIC
-#define STBIWDEF  static
-#else
-#ifdef __cplusplus
-#define STBIWDEF  extern "C"
-#else
-#define STBIWDEF  extern
-#endif
-#endif
-#endif
-
-#ifndef STB_IMAGE_WRITE_STATIC  // C++ forbids static forward declarations
-extern int stbi_write_tga_with_rle;
-extern int stbi_write_png_compression_level;
-extern int stbi_write_force_png_filter;
-#endif
-
-#ifndef STBI_WRITE_NO_STDIO
-STBIWDEF int stbi_write_png(char const *filename, int w, int h, int comp, const void  *data, int stride_in_bytes);
-STBIWDEF int stbi_write_bmp(char const *filename, int w, int h, int comp, const void  *data);
-STBIWDEF int stbi_write_tga(char const *filename, int w, int h, int comp, const void  *data);
-STBIWDEF int stbi_write_hdr(char const *filename, int w, int h, int comp, const float *data);
-STBIWDEF int stbi_write_jpg(char const *filename, int x, int y, int comp, const void  *data, int quality);
-
-#ifdef STBI_WINDOWS_UTF8
-STBIWDEF int stbiw_convert_wchar_to_utf8(char *buffer, size_t bufferlen, const wchar_t* input);
-#endif
-#endif
-
-typedef void stbi_write_func(void *context, void *data, int size);
-
-STBIWDEF int stbi_write_png_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const void  *data, int stride_in_bytes);
-STBIWDEF int stbi_write_bmp_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const void  *data);
-STBIWDEF int stbi_write_tga_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const void  *data);
-STBIWDEF int stbi_write_hdr_to_func(stbi_write_func *func, void *context, int w, int h, int comp, const float *data);
-STBIWDEF int stbi_write_jpg_to_func(stbi_write_func *func, void *context, int x, int y, int comp, const void  *data, int quality);
-
-STBIWDEF void stbi_flip_vertically_on_write(int flip_boolean);
-
-#endif//INCLUDE_STB_IMAGE_WRITE_H
-
-#ifdef STB_IMAGE_WRITE_IMPLEMENTATION
-
-#ifdef _WIN32
-   #ifndef _CRT_SECURE_NO_WARNINGS
-   #define _CRT_SECURE_NO_WARNINGS
-   #endif
-   #ifndef _CRT_NONSTDC_NO_DEPRECATE
-   #define _CRT_NONSTDC_NO_DEPRECATE
-   #endif
-#endif
-
-#ifndef STBI_WRITE_NO_STDIO
-#include <stdio.h>
-#endif // STBI_WRITE_NO_STDIO
-
-#include <stdarg.h>
-#include <stdlib.h>
-#include <string.h>
-#include <math.h>
-
-#if defined(STBIW_MALLOC) && defined(STBIW_FREE) && (defined(STBIW_REALLOC) || defined(STBIW_REALLOC_SIZED))
-// ok
-#elif !defined(STBIW_MALLOC) && !defined(STBIW_FREE) && !defined(STBIW_REALLOC) && !defined(STBIW_REALLOC_SIZED)
-// ok
-#else
-#error "Must define all or none of STBIW_MALLOC, STBIW_FREE, and STBIW_REALLOC (or STBIW_REALLOC_SIZED)."
-#endif
-
-#ifndef STBIW_MALLOC
-#define STBIW_MALLOC(sz)        malloc(sz)
-#define STBIW_REALLOC(p,newsz)  realloc(p,newsz)
-#define STBIW_FREE(p)           free(p)
-#endif
-
-#ifndef STBIW_REALLOC_SIZED
-#define STBIW_REALLOC_SIZED(p,oldsz,newsz) STBIW_REALLOC(p,newsz)
-#endif
-
-
-#ifndef STBIW_MEMMOVE
-#define STBIW_MEMMOVE(a,b,sz) memmove(a,b,sz)
-#endif
-
-
-#ifndef STBIW_ASSERT
-#include <assert.h>
-#define STBIW_ASSERT(x) assert(x)
-#endif
-
-#define STBIW_UCHAR(x) (unsigned char) ((x) & 0xff)
-
-#ifdef STB_IMAGE_WRITE_STATIC
-static int stbi_write_png_compression_level = 8;
-static int stbi_write_tga_with_rle = 1;
-static int stbi_write_force_png_filter = -1;
-#else
-int stbi_write_png_compression_level = 8;
-int stbi_write_tga_with_rle = 1;
-int stbi_write_force_png_filter = -1;
-#endif
-
-static int stbi__flip_vertically_on_write = 0;
-
-STBIWDEF void stbi_flip_vertically_on_write(int flag)
-{
-   stbi__flip_vertically_on_write = flag;
-}
-
-typedef struct
-{
-   stbi_write_func *func;
-   void *context;
-} stbi__write_context;
-
-// initialize a callback-based context
-static void stbi__start_write_callbacks(stbi__write_context *s, stbi_write_func *c, void *context)
-{
-   s->func    = c;
-   s->context = context;
-}
-
-#ifndef STBI_WRITE_NO_STDIO
-
-static void stbi__stdio_write(void *context, void *data, int size)
-{
-   fwrite(data,1,size,(FILE*) context);
-}
-
-#if defined(_MSC_VER) && defined(STBI_WINDOWS_UTF8)
-#ifdef __cplusplus
-#define STBIW_EXTERN extern "C"
-#else
-#define STBIW_EXTERN extern
-#endif
-STBIW_EXTERN __declspec(dllimport) int __stdcall MultiByteToWideChar(unsigned int cp, unsigned long flags, const char *str, int cbmb, wchar_t *widestr, int cchwide);
-STBIW_EXTERN __declspec(dllimport) int __stdcall WideCharToMultiByte(unsigned int cp, unsigned long flags, const wchar_t *widestr, int cchwide, char *str, int cbmb, const char *defchar, int *used_default);
-
-STBIWDEF int stbiw_convert_wchar_to_utf8(char *buffer, size_t bufferlen, const wchar_t* input)
-{
-	return WideCharToMultiByte(65001 /* UTF8 */, 0, input, -1, buffer, (int) bufferlen, NULL, NULL);
-}
-#endif
-
-static FILE *stbiw__fopen(char const *filename, char const *mode)
-{
-   FILE *f;
-#if defined(_MSC_VER) && defined(STBI_WINDOWS_UTF8)
-   wchar_t wMode[64];
-   wchar_t wFilename[1024];
-	if (0 == MultiByteToWideChar(65001 /* UTF8 */, 0, filename, -1, wFilename, sizeof(wFilename)))
-      return 0;
-
-	if (0 == MultiByteToWideChar(65001 /* UTF8 */, 0, mode, -1, wMode, sizeof(wMode)))
-      return 0;
-
-#if _MSC_VER >= 1400
-	if (0 != _wfopen_s(&f, wFilename, wMode))
-		f = 0;
-#else
-   f = _wfopen(wFilename, wMode);
-#endif
-
-#elif defined(_MSC_VER) && _MSC_VER >= 1400
-   if (0 != fopen_s(&f, filename, mode))
-      f=0;
-#else
-   f = fopen(filename, mode);
-#endif
-   return f;
-}
-
-static int stbi__start_write_file(stbi__write_context *s, const char *filename)
-{
-   FILE *f = stbiw__fopen(filename, "wb");
-   stbi__start_write_callbacks(s, stbi__stdio_write, (void *) f);
-   return f != NULL;
-}
-
-static void stbi__end_write_file(stbi__write_context *s)
-{
-//   fflush((FILE *)s->context);
-//   fsync((FILE *)s->context);
-   fclose((FILE *)s->context);
-}
-
-#endif // !STBI_WRITE_NO_STDIO
-
-typedef unsigned int stbiw_uint32;
-typedef int stb_image_write_test[sizeof(stbiw_uint32)==4 ? 1 : -1];
-
-static void stbiw__writefv(stbi__write_context *s, const char *fmt, va_list v)
-{
-   while (*fmt) {
-      switch (*fmt++) {
-         case ' ': break;
-         case '1': { unsigned char x = STBIW_UCHAR(va_arg(v, int));
-                     s->func(s->context,&x,1);
-                     break; }
-         case '2': { int x = va_arg(v,int);
-                     unsigned char b[2];
-                     b[0] = STBIW_UCHAR(x);
-                     b[1] = STBIW_UCHAR(x>>8);
-                     s->func(s->context,b,2);
-                     break; }
-         case '4': { stbiw_uint32 x = va_arg(v,int);
-                     unsigned char b[4];
-                     b[0]=STBIW_UCHAR(x);
-                     b[1]=STBIW_UCHAR(x>>8);
-                     b[2]=STBIW_UCHAR(x>>16);
-                     b[3]=STBIW_UCHAR(x>>24);
-                     s->func(s->context,b,4);
-                     break; }
-         default:
-            STBIW_ASSERT(0);
-            return;
-      }
-   }
-}
-
-static void stbiw__writef(stbi__write_context *s, const char *fmt, ...)
-{
-   va_list v;
-   va_start(v, fmt);
-   stbiw__writefv(s, fmt, v);
-   va_end(v);
-}
-
-static void stbiw__putc(stbi__write_context *s, unsigned char c)
-{
-   s->func(s->context, &c, 1);
-}
-
-static void stbiw__write3(stbi__write_context *s, unsigned char a, unsigned char b, unsigned char c)
-{
-   unsigned char arr[3];
-   arr[0] = a; arr[1] = b; arr[2] = c;
-   s->func(s->context, arr, 3);
-}
-
-static void stbiw__write_pixel(stbi__write_context *s, int rgb_dir, int comp, int write_alpha, int expand_mono, unsigned char *d)
-{
-   unsigned char bg[3] = { 255, 0, 255}, px[3];
-   int k;
-
-   if (write_alpha < 0)
-      s->func(s->context, &d[comp - 1], 1);
-
-   switch (comp) {
-      case 2: // 2 pixels = mono + alpha, alpha is written separately, so same as 1-channel case
-      case 1:
-         if (expand_mono)
-            stbiw__write3(s, d[0], d[0], d[0]); // monochrome bmp
-         else
-            s->func(s->context, d, 1);  // monochrome TGA
-         break;
-      case 4:
-         if (!write_alpha) {
-            // composite against pink background
-            for (k = 0; k < 3; ++k)
-               px[k] = bg[k] + ((d[k] - bg[k]) * d[3]) / 255;
-            stbiw__write3(s, px[1 - rgb_dir], px[1], px[1 + rgb_dir]);
-            break;
-         }
-         /* FALLTHROUGH */
-      case 3:
-         stbiw__write3(s, d[1 - rgb_dir], d[1], d[1 + rgb_dir]);
-         break;
-   }
-   if (write_alpha > 0)
-      s->func(s->context, &d[comp - 1], 1);
-}
-
-static void stbiw__write_pixels(stbi__write_context *s, int rgb_dir, int vdir, int x, int y, int comp, void *data, int write_alpha, int scanline_pad, int expand_mono)
-{
-   stbiw_uint32 zero = 0;
-   int i,j, j_end;
-
-   if (y <= 0)
-      return;
-
-   if (stbi__flip_vertically_on_write)
-      vdir *= -1;
-
-   if (vdir < 0) {
-      j_end = -1; j = y-1;
-   } else {
-      j_end =  y; j = 0;
-   }
-
-   for (; j != j_end; j += vdir) {
-      for (i=0; i < x; ++i) {
-         unsigned char *d = (unsigned char *) data + (j*x+i)*comp;
-         stbiw__write_pixel(s, rgb_dir, comp, write_alpha, expand_mono, d);
-      }
-      s->func(s->context, &zero, scanline_pad);
-   }
-}
-
-static int stbiw__outfile(stbi__write_context *s, int rgb_dir, int vdir, int x, int y, int comp, int expand_mono, void *data, int alpha, int pad, const char *fmt, ...)
-{
-   if (y < 0 || x < 0) {
-      return 0;
-   } else {
-      va_list v;
-      va_start(v, fmt);
-      stbiw__writefv(s, fmt, v);
-      va_end(v);
-      stbiw__write_pixels(s,rgb_dir,vdir,x,y,comp,data,alpha,pad, expand_mono);
-      return 1;
-   }
-}
-
-static int stbi_write_bmp_core(stbi__write_context *s, int x, int y, int comp, const void *data)
-{
-   int pad = (-x*3) & 3;
-   return stbiw__outfile(s,-1,-1,x,y,comp,1,(void *) data,0,pad,
-           "11 4 22 4" "4 44 22 444444",
-           'B', 'M', 14+40+(x*3+pad)*y, 0,0, 14+40,  // file header
-            40, x,y, 1,24, 0,0,0,0,0,0);             // bitmap header
-}
-
-STBIWDEF int stbi_write_bmp_to_func(stbi_write_func *func, void *context, int x, int y, int comp, const void *data)
-{
-   stbi__write_context s;
-   stbi__start_write_callbacks(&s, func, context);
-   return stbi_write_bmp_core(&s, x, y, comp, data);
-}
-
-#ifndef STBI_WRITE_NO_STDIO
-STBIWDEF int stbi_write_bmp(char const *filename, int x, int y, int comp, const void *data)
-{
-   stbi__write_context s;
-   if (stbi__start_write_file(&s,filename)) {
-      int r = stbi_write_bmp_core(&s, x, y, comp, data);
-      stbi__end_write_file(&s);
-      return r;
-   } else
-      return 0;
-}
-#endif //!STBI_WRITE_NO_STDIO
-
-static int stbi_write_tga_core(stbi__write_context *s, int x, int y, int comp, void *data)
-{
-   int has_alpha = (comp == 2 || comp == 4);
-   int colorbytes = has_alpha ? comp-1 : comp;
-   int format = colorbytes < 2 ? 3 : 2; // 3 color channels (RGB/RGBA) = 2, 1 color channel (Y/YA) = 3
-
-   if (y < 0 || x < 0)
-      return 0;
-
-   if (!stbi_write_tga_with_rle) {
-      return stbiw__outfile(s, -1, -1, x, y, comp, 0, (void *) data, has_alpha, 0,
-         "111 221 2222 11", 0, 0, format, 0, 0, 0, 0, 0, x, y, (colorbytes + has_alpha) * 8, has_alpha * 8);
-   } else {
-      int i,j,k;
-      int jend, jdir;
-
-      stbiw__writef(s, "111 221 2222 11", 0,0,format+8, 0,0,0, 0,0,x,y, (colorbytes + has_alpha) * 8, has_alpha * 8);
-
-      if (stbi__flip_vertically_on_write) {
-         j = 0;
-         jend = y;
-         jdir = 1;
-      } else {
-         j = y-1;
-         jend = -1;
-         jdir = -1;
-      }
-      for (; j != jend; j += jdir) {
-         unsigned char *row = (unsigned char *) data + j * x * comp;
-         int len;
-
-         for (i = 0; i < x; i += len) {
-            unsigned char *begin = row + i * comp;
-            int diff = 1;
-            len = 1;
-
-            if (i < x - 1) {
-               ++len;
-               diff = memcmp(begin, row + (i + 1) * comp, comp);
-               if (diff) {
-                  const unsigned char *prev = begin;
-                  for (k = i + 2; k < x && len < 128; ++k) {
-                     if (memcmp(prev, row + k * comp, comp)) {
-                        prev += comp;
-                        ++len;
-                     } else {
-                        --len;
-                        break;
-                     }
-                  }
-               } else {
-                  for (k = i + 2; k < x && len < 128; ++k) {
-                     if (!memcmp(begin, row + k * comp, comp)) {
-                        ++len;
-                     } else {
-                        break;
-                     }
-                  }
-               }
-            }
-
-            if (diff) {
-               unsigned char header = STBIW_UCHAR(len - 1);
-               s->func(s->context, &header, 1);
-               for (k = 0; k < len; ++k) {
-                  stbiw__write_pixel(s, -1, comp, has_alpha, 0, begin + k * comp);
-               }
-            } else {
-               unsigned char header = STBIW_UCHAR(len - 129);
-               s->func(s->context, &header, 1);
-               stbiw__write_pixel(s, -1, comp, has_alpha, 0, begin);
-            }
-         }
-      }
-   }
-   return 1;
-}
-
-STBIWDEF int stbi_write_tga_to_func(stbi_write_func *func, void *context, int x, int y, int comp, const void *data)
-{
-   stbi__write_context s;
-   stbi__start_write_callbacks(&s, func, context);
-   return stbi_write_tga_core(&s, x, y, comp, (void *) data);
-}
-
-#ifndef STBI_WRITE_NO_STDIO
-STBIWDEF int stbi_write_tga(char const *filename, int x, int y, int comp, const void *data)
-{
-   stbi__write_context s;
-   if (stbi__start_write_file(&s,filename)) {
-      int r = stbi_write_tga_core(&s, x, y, comp, (void *) data);
-      stbi__end_write_file(&s);
-      return r;
-   } else
-      return 0;
-}
-#endif
-
-// *************************************************************************************************
-// Radiance RGBE HDR writer
-// by Baldur Karlsson
-
-#define stbiw__max(a, b)  ((a) > (b) ? (a) : (b))
-
-static void stbiw__linear_to_rgbe(unsigned char *rgbe, float *linear)
-{
-   int exponent;
-   float maxcomp = stbiw__max(linear[0], stbiw__max(linear[1], linear[2]));
-
-   if (maxcomp < 1e-32f) {
-      rgbe[0] = rgbe[1] = rgbe[2] = rgbe[3] = 0;
-   } else {
-      float normalize = (float) frexp(maxcomp, &exponent) * 256.0f/maxcomp;
-
-      rgbe[0] = (unsigned char)(linear[0] * normalize);
-      rgbe[1] = (unsigned char)(linear[1] * normalize);
-      rgbe[2] = (unsigned char)(linear[2] * normalize);
-      rgbe[3] = (unsigned char)(exponent + 128);
-   }
-}
-
-static void stbiw__write_run_data(stbi__write_context *s, int length, unsigned char databyte)
-{
-   unsigned char lengthbyte = STBIW_UCHAR(length+128);
-   STBIW_ASSERT(length+128 <= 255);
-   s->func(s->context, &lengthbyte, 1);
-   s->func(s->context, &databyte, 1);
-}
-
-static void stbiw__write_dump_data(stbi__write_context *s, int length, unsigned char *data)
-{
-   unsigned char lengthbyte = STBIW_UCHAR(length);
-   STBIW_ASSERT(length <= 128); // inconsistent with spec but consistent with official code
-   s->func(s->context, &lengthbyte, 1);
-   s->func(s->context, data, length);
-}
-
-static void stbiw__write_hdr_scanline(stbi__write_context *s, int width, int ncomp, unsigned char *scratch, float *scanline)
-{
-   unsigned char scanlineheader[4] = { 2, 2, 0, 0 };
-   unsigned char rgbe[4];
-   float linear[3];
-   int x;
-
-   scanlineheader[2] = (width&0xff00)>>8;
-   scanlineheader[3] = (width&0x00ff);
-
-   /* skip RLE for images too small or large */
-   if (width < 8 || width >= 32768) {
-      for (x=0; x < width; x++) {
-         switch (ncomp) {
-            case 4: /* fallthrough */
-            case 3: linear[2] = scanline[x*ncomp + 2];
-                    linear[1] = scanline[x*ncomp + 1];
-                    linear[0] = scanline[x*ncomp + 0];
-                    break;
-            default:
-                    linear[0] = linear[1] = linear[2] = scanline[x*ncomp + 0];
-                    break;
-         }
-         stbiw__linear_to_rgbe(rgbe, linear);
-         s->func(s->context, rgbe, 4);
-      }
-   } else {
-      int c,r;
-      /* encode into scratch buffer */
-      for (x=0; x < width; x++) {
-         switch(ncomp) {
-            case 4: /* fallthrough */
-            case 3: linear[2] = scanline[x*ncomp + 2];
-                    linear[1] = scanline[x*ncomp + 1];
-                    linear[0] = scanline[x*ncomp + 0];
-                    break;
-            default:
-                    linear[0] = linear[1] = linear[2] = scanline[x*ncomp + 0];
-                    break;
-         }
-         stbiw__linear_to_rgbe(rgbe, linear);
-         scratch[x + width*0] = rgbe[0];
-         scratch[x + width*1] = rgbe[1];
-         scratch[x + width*2] = rgbe[2];
-         scratch[x + width*3] = rgbe[3];
-      }
-
-      s->func(s->context, scanlineheader, 4);
-
-      /* RLE each component separately */
-      for (c=0; c < 4; c++) {
-         unsigned char *comp = &scratch[width*c];
-
-         x = 0;
-         while (x < width) {
-            // find first run
-            r = x;
-            while (r+2 < width) {
-               if (comp[r] == comp[r+1] && comp[r] == comp[r+2])
-                  break;
-               ++r;
-            }
-            if (r+2 >= width)
-               r = width;
-            // dump up to first run
-            while (x < r) {
-               int len = r-x;
-               if (len > 128) len = 128;
-               stbiw__write_dump_data(s, len, &comp[x]);
-               x += len;
-            }
-            // if there's a run, output it
-            if (r+2 < width) { // same test as what we break out of in search loop, so only true if we break'd
-               // find next byte after run
-               while (r < width && comp[r] == comp[x])
-                  ++r;
-               // output run up to r
-               while (x < r) {
-                  int len = r-x;
-                  if (len > 127) len = 127;
-                  stbiw__write_run_data(s, len, comp[x]);
-                  x += len;
-               }
-            }
-         }
-      }
-   }
-}
-
-static int stbi_write_hdr_core(stbi__write_context *s, int x, int y, int comp, float *data)
-{
-   if (y <= 0 || x <= 0 || data == NULL)
-      return 0;
-   else {
-      // Each component is stored separately. Allocate scratch space for full output scanline.
-      unsigned char *scratch = (unsigned char *) STBIW_MALLOC(x*4);
-      int i, len;
-      char buffer[128];
-      char header[] = "#?RADIANCE\n# Written by stb_image_write.h\nFORMAT=32-bit_rle_rgbe\n";
-      s->func(s->context, header, sizeof(header)-1);
-
-#ifdef __STDC_WANT_SECURE_LIB__
-      len = sprintf_s(buffer, sizeof(buffer), "EXPOSURE=          1.0000000000000\n\n-Y %d +X %d\n", y, x);
-#else
-      len = sprintf(buffer, "EXPOSURE=          1.0000000000000\n\n-Y %d +X %d\n", y, x);
-#endif
-      s->func(s->context, buffer, len);
-
-      for(i=0; i < y; i++)
-         stbiw__write_hdr_scanline(s, x, comp, scratch, data + comp*x*(stbi__flip_vertically_on_write ? y-1-i : i));
-      STBIW_FREE(scratch);
-      return 1;
-   }
-}
-
-STBIWDEF int stbi_write_hdr_to_func(stbi_write_func *func, void *context, int x, int y, int comp, const float *data)
-{
-   stbi__write_context s;
-   stbi__start_write_callbacks(&s, func, context);
-   return stbi_write_hdr_core(&s, x, y, comp, (float *) data);
-}
-
-#ifndef STBI_WRITE_NO_STDIO
-STBIWDEF int stbi_write_hdr(char const *filename, int x, int y, int comp, const float *data)
-{
-   stbi__write_context s;
-   if (stbi__start_write_file(&s,filename)) {
-      int r = stbi_write_hdr_core(&s, x, y, comp, (float *) data);
-      stbi__end_write_file(&s);
-      return r;
-   } else
-      return 0;
-}
-#endif // STBI_WRITE_NO_STDIO
-
-
-//////////////////////////////////////////////////////////////////////////////
-//
-// PNG writer
-//
-
-#ifndef STBIW_ZLIB_COMPRESS
-// stretchy buffer; stbiw__sbpush() == vector<>::push_back() -- stbiw__sbcount() == vector<>::size()
-#define stbiw__sbraw(a) ((int *) (void *) (a) - 2)
-#define stbiw__sbm(a)   stbiw__sbraw(a)[0]
-#define stbiw__sbn(a)   stbiw__sbraw(a)[1]
-
-#define stbiw__sbneedgrow(a,n)  ((a)==0 || stbiw__sbn(a)+n >= stbiw__sbm(a))
-#define stbiw__sbmaybegrow(a,n) (stbiw__sbneedgrow(a,(n)) ? stbiw__sbgrow(a,n) : 0)
-#define stbiw__sbgrow(a,n)  stbiw__sbgrowf((void **) &(a), (n), sizeof(*(a)))
-
-#define stbiw__sbpush(a, v)      (stbiw__sbmaybegrow(a,1), (a)[stbiw__sbn(a)++] = (v))
-#define stbiw__sbcount(a)        ((a) ? stbiw__sbn(a) : 0)
-#define stbiw__sbfree(a)         ((a) ? STBIW_FREE(stbiw__sbraw(a)),0 : 0)
-
-static void *stbiw__sbgrowf(void **arr, int increment, int itemsize)
-{
-   int m = *arr ? 2*stbiw__sbm(*arr)+increment : increment+1;
-   void *p = STBIW_REALLOC_SIZED(*arr ? stbiw__sbraw(*arr) : 0, *arr ? (stbiw__sbm(*arr)*itemsize + sizeof(int)*2) : 0, itemsize * m + sizeof(int)*2);
-   STBIW_ASSERT(p);
-   if (p) {
-      if (!*arr) ((int *) p)[1] = 0;
-      *arr = (void *) ((int *) p + 2);
-      stbiw__sbm(*arr) = m;
-   }
-   return *arr;
-}
-
-static unsigned char *stbiw__zlib_flushf(unsigned char *data, unsigned int *bitbuffer, int *bitcount)
-{
-   while (*bitcount >= 8) {
-      stbiw__sbpush(data, STBIW_UCHAR(*bitbuffer));
-      *bitbuffer >>= 8;
-      *bitcount -= 8;
-   }
-   return data;
-}
-
-static int stbiw__zlib_bitrev(int code, int codebits)
-{
-   int res=0;
-   while (codebits--) {
-      res = (res << 1) | (code & 1);
-      code >>= 1;
-   }
-   return res;
-}
-
-static unsigned int stbiw__zlib_countm(unsigned char *a, unsigned char *b, int limit)
-{
-   int i;
-   for (i=0; i < limit && i < 258; ++i)
-      if (a[i] != b[i]) break;
-   return i;
-}
-
-static unsigned int stbiw__zhash(unsigned char *data)
-{
-   stbiw_uint32 hash = data[0] + (data[1] << 8) + (data[2] << 16);
-   hash ^= hash << 3;
-   hash += hash >> 5;
-   hash ^= hash << 4;
-   hash += hash >> 17;
-   hash ^= hash << 25;
-   hash += hash >> 6;
-   return hash;
-}
-
-#define stbiw__zlib_flush() (out = stbiw__zlib_flushf(out, &bitbuf, &bitcount))
-#define stbiw__zlib_add(code,codebits) \
-      (bitbuf |= (code) << bitcount, bitcount += (codebits), stbiw__zlib_flush())
-#define stbiw__zlib_huffa(b,c)  stbiw__zlib_add(stbiw__zlib_bitrev(b,c),c)
-// default huffman tables
-#define stbiw__zlib_huff1(n)  stbiw__zlib_huffa(0x30 + (n), 8)
-#define stbiw__zlib_huff2(n)  stbiw__zlib_huffa(0x190 + (n)-144, 9)
-#define stbiw__zlib_huff3(n)  stbiw__zlib_huffa(0 + (n)-256,7)
-#define stbiw__zlib_huff4(n)  stbiw__zlib_huffa(0xc0 + (n)-280,8)
-#define stbiw__zlib_huff(n)  ((n) <= 143 ? stbiw__zlib_huff1(n) : (n) <= 255 ? stbiw__zlib_huff2(n) : (n) <= 279 ? stbiw__zlib_huff3(n) : stbiw__zlib_huff4(n))
-#define stbiw__zlib_huffb(n) ((n) <= 143 ? stbiw__zlib_huff1(n) : stbiw__zlib_huff2(n))
-
-#define stbiw__ZHASH   16384
-
-#endif // STBIW_ZLIB_COMPRESS
-
-STBIWDEF unsigned char * stbi_zlib_compress(unsigned char *data, int data_len, int *out_len, int quality)
-{
-#ifdef STBIW_ZLIB_COMPRESS
-   // user provided a zlib compress implementation, use that
-   return STBIW_ZLIB_COMPRESS(data, data_len, out_len, quality);
-#else // use builtin
-   static unsigned short lengthc[] = { 3,4,5,6,7,8,9,10,11,13,15,17,19,23,27,31,35,43,51,59,67,83,99,115,131,163,195,227,258, 259 };
-   static unsigned char  lengtheb[]= { 0,0,0,0,0,0,0, 0, 1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 3, 3, 4, 4, 4,  4,  5,  5,  5,  5,  0 };
-   static unsigned short distc[]   = { 1,2,3,4,5,7,9,13,17,25,33,49,65,97,129,193,257,385,513,769,1025,1537,2049,3073,4097,6145,8193,12289,16385,24577, 32768 };
-   static unsigned char  disteb[]  = { 0,0,0,0,1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13 };
-   unsigned int bitbuf=0;
-   int i,j, bitcount=0;
-   unsigned char *out = NULL;
-   unsigned char ***hash_table = (unsigned char***) STBIW_MALLOC(stbiw__ZHASH * sizeof(unsigned char**));
-   if (hash_table == NULL)
-      return NULL;
-   if (quality < 5) quality = 5;
-
-   stbiw__sbpush(out, 0x78);   // DEFLATE 32K window
-   stbiw__sbpush(out, 0x5e);   // FLEVEL = 1
-   stbiw__zlib_add(1,1);  // BFINAL = 1
-   stbiw__zlib_add(1,2);  // BTYPE = 1 -- fixed huffman
-
-   for (i=0; i < stbiw__ZHASH; ++i)
-      hash_table[i] = NULL;
-
-   i=0;
-   while (i < data_len-3) {
-      // hash next 3 bytes of data to be compressed
-      int h = stbiw__zhash(data+i)&(stbiw__ZHASH-1), best=3;
-      unsigned char *bestloc = 0;
-      unsigned char **hlist = hash_table[h];
-      int n = stbiw__sbcount(hlist);
-      for (j=0; j < n; ++j) {
-         if (hlist[j]-data > i-32768) { // if entry lies within window
-            int d = stbiw__zlib_countm(hlist[j], data+i, data_len-i);
-            if (d >= best) { best=d; bestloc=hlist[j]; }
-         }
-      }
-      // when hash table entry is too long, delete half the entries
-      if (hash_table[h] && stbiw__sbn(hash_table[h]) == 2*quality) {
-         STBIW_MEMMOVE(hash_table[h], hash_table[h]+quality, sizeof(hash_table[h][0])*quality);
-         stbiw__sbn(hash_table[h]) = quality;
-      }
-      stbiw__sbpush(hash_table[h],data+i);
-
-      if (bestloc) {
-         // "lazy matching" - check match at *next* byte, and if it's better, do cur byte as literal
-         h = stbiw__zhash(data+i+1)&(stbiw__ZHASH-1);
-         hlist = hash_table[h];
-         n = stbiw__sbcount(hlist);
-         for (j=0; j < n; ++j) {
-            if (hlist[j]-data > i-32767) {
-               int e = stbiw__zlib_countm(hlist[j], data+i+1, data_len-i-1);
-               if (e > best) { // if next match is better, bail on current match
-                  bestloc = NULL;
-                  break;
-               }
-            }
-         }
-      }
-
-      if (bestloc) {
-         int d = (int) (data+i - bestloc); // distance back
-         STBIW_ASSERT(d <= 32767 && best <= 258);
-         for (j=0; best > lengthc[j+1]-1; ++j);
-         stbiw__zlib_huff(j+257);
-         if (lengtheb[j]) stbiw__zlib_add(best - lengthc[j], lengtheb[j]);
-         for (j=0; d > distc[j+1]-1; ++j);
-         stbiw__zlib_add(stbiw__zlib_bitrev(j,5),5);
-         if (disteb[j]) stbiw__zlib_add(d - distc[j], disteb[j]);
-         i += best;
-      } else {
-         stbiw__zlib_huffb(data[i]);
-         ++i;
-      }
-   }
-   // write out final bytes
-   for (;i < data_len; ++i)
-      stbiw__zlib_huffb(data[i]);
-   stbiw__zlib_huff(256); // end of block
-   // pad with 0 bits to byte boundary
-   while (bitcount)
-      stbiw__zlib_add(0,1);
-
-   for (i=0; i < stbiw__ZHASH; ++i)
-      (void) stbiw__sbfree(hash_table[i]);
-   STBIW_FREE(hash_table);
-
-   {
-      // compute adler32 on input
-      unsigned int s1=1, s2=0;
-      int blocklen = (int) (data_len % 5552);
-      j=0;
-      while (j < data_len) {
-         for (i=0; i < blocklen; ++i) { s1 += data[j+i]; s2 += s1; }
-         s1 %= 65521; s2 %= 65521;
-         j += blocklen;
-         blocklen = 5552;
-      }
-      stbiw__sbpush(out, STBIW_UCHAR(s2 >> 8));
-      stbiw__sbpush(out, STBIW_UCHAR(s2));
-      stbiw__sbpush(out, STBIW_UCHAR(s1 >> 8));
-      stbiw__sbpush(out, STBIW_UCHAR(s1));
-   }
-   *out_len = stbiw__sbn(out);
-   // make returned pointer freeable
-   STBIW_MEMMOVE(stbiw__sbraw(out), out, *out_len);
-   return (unsigned char *) stbiw__sbraw(out);
-#endif // STBIW_ZLIB_COMPRESS
-}
-
-static unsigned int stbiw__crc32(unsigned char *buffer, int len)
-{
-#ifdef STBIW_CRC32
-    return STBIW_CRC32(buffer, len);
-#else
-   static unsigned int crc_table[256] =
-   {
-      0x00000000, 0x77073096, 0xEE0E612C, 0x990951BA, 0x076DC419, 0x706AF48F, 0xE963A535, 0x9E6495A3,
-      0x0eDB8832, 0x79DCB8A4, 0xE0D5E91E, 0x97D2D988, 0x09B64C2B, 0x7EB17CBD, 0xE7B82D07, 0x90BF1D91,
-      0x1DB71064, 0x6AB020F2, 0xF3B97148, 0x84BE41DE, 0x1ADAD47D, 0x6DDDE4EB, 0xF4D4B551, 0x83D385C7,
-      0x136C9856, 0x646BA8C0, 0xFD62F97A, 0x8A65C9EC, 0x14015C4F, 0x63066CD9, 0xFA0F3D63, 0x8D080DF5,
-      0x3B6E20C8, 0x4C69105E, 0xD56041E4, 0xA2677172, 0x3C03E4D1, 0x4B04D447, 0xD20D85FD, 0xA50AB56B,
-      0x35B5A8FA, 0x42B2986C, 0xDBBBC9D6, 0xACBCF940, 0x32D86CE3, 0x45DF5C75, 0xDCD60DCF, 0xABD13D59,
-      0x26D930AC, 0x51DE003A, 0xC8D75180, 0xBFD06116, 0x21B4F4B5, 0x56B3C423, 0xCFBA9599, 0xB8BDA50F,
-      0x2802B89E, 0x5F058808, 0xC60CD9B2, 0xB10BE924, 0x2F6F7C87, 0x58684C11, 0xC1611DAB, 0xB6662D3D,
-      0x76DC4190, 0x01DB7106, 0x98D220BC, 0xEFD5102A, 0x71B18589, 0x06B6B51F, 0x9FBFE4A5, 0xE8B8D433,
-      0x7807C9A2, 0x0F00F934, 0x9609A88E, 0xE10E9818, 0x7F6A0DBB, 0x086D3D2D, 0x91646C97, 0xE6635C01,
-      0x6B6B51F4, 0x1C6C6162, 0x856530D8, 0xF262004E, 0x6C0695ED, 0x1B01A57B, 0x8208F4C1, 0xF50FC457,
-      0x65B0D9C6, 0x12B7E950, 0x8BBEB8EA, 0xFCB9887C, 0x62DD1DDF, 0x15DA2D49, 0x8CD37CF3, 0xFBD44C65,
-      0x4DB26158, 0x3AB551CE, 0xA3BC0074, 0xD4BB30E2, 0x4ADFA541, 0x3DD895D7, 0xA4D1C46D, 0xD3D6F4FB,
-      0x4369E96A, 0x346ED9FC, 0xAD678846, 0xDA60B8D0, 0x44042D73, 0x33031DE5, 0xAA0A4C5F, 0xDD0D7CC9,
-      0x5005713C, 0x270241AA, 0xBE0B1010, 0xC90C2086, 0x5768B525, 0x206F85B3, 0xB966D409, 0xCE61E49F,
-      0x5EDEF90E, 0x29D9C998, 0xB0D09822, 0xC7D7A8B4, 0x59B33D17, 0x2EB40D81, 0xB7BD5C3B, 0xC0BA6CAD,
-      0xEDB88320, 0x9ABFB3B6, 0x03B6E20C, 0x74B1D29A, 0xEAD54739, 0x9DD277AF, 0x04DB2615, 0x73DC1683,
-      0xE3630B12, 0x94643B84, 0x0D6D6A3E, 0x7A6A5AA8, 0xE40ECF0B, 0x9309FF9D, 0x0A00AE27, 0x7D079EB1,
-      0xF00F9344, 0x8708A3D2, 0x1E01F268, 0x6906C2FE, 0xF762575D, 0x806567CB, 0x196C3671, 0x6E6B06E7,
-      0xFED41B76, 0x89D32BE0, 0x10DA7A5A, 0x67DD4ACC, 0xF9B9DF6F, 0x8EBEEFF9, 0x17B7BE43, 0x60B08ED5,
-      0xD6D6A3E8, 0xA1D1937E, 0x38D8C2C4, 0x4FDFF252, 0xD1BB67F1, 0xA6BC5767, 0x3FB506DD, 0x48B2364B,
-      0xD80D2BDA, 0xAF0A1B4C, 0x36034AF6, 0x41047A60, 0xDF60EFC3, 0xA867DF55, 0x316E8EEF, 0x4669BE79,
-      0xCB61B38C, 0xBC66831A, 0x256FD2A0, 0x5268E236, 0xCC0C7795, 0xBB0B4703, 0x220216B9, 0x5505262F,
-      0xC5BA3BBE, 0xB2BD0B28, 0x2BB45A92, 0x5CB36A04, 0xC2D7FFA7, 0xB5D0CF31, 0x2CD99E8B, 0x5BDEAE1D,
-      0x9B64C2B0, 0xEC63F226, 0x756AA39C, 0x026D930A, 0x9C0906A9, 0xEB0E363F, 0x72076785, 0x05005713,
-      0x95BF4A82, 0xE2B87A14, 0x7BB12BAE, 0x0CB61B38, 0x92D28E9B, 0xE5D5BE0D, 0x7CDCEFB7, 0x0BDBDF21,
-      0x86D3D2D4, 0xF1D4E242, 0x68DDB3F8, 0x1FDA836E, 0x81BE16CD, 0xF6B9265B, 0x6FB077E1, 0x18B74777,
-      0x88085AE6, 0xFF0F6A70, 0x66063BCA, 0x11010B5C, 0x8F659EFF, 0xF862AE69, 0x616BFFD3, 0x166CCF45,
-      0xA00AE278, 0xD70DD2EE, 0x4E048354, 0x3903B3C2, 0xA7672661, 0xD06016F7, 0x4969474D, 0x3E6E77DB,
-      0xAED16A4A, 0xD9D65ADC, 0x40DF0B66, 0x37D83BF0, 0xA9BCAE53, 0xDEBB9EC5, 0x47B2CF7F, 0x30B5FFE9,
-      0xBDBDF21C, 0xCABAC28A, 0x53B39330, 0x24B4A3A6, 0xBAD03605, 0xCDD70693, 0x54DE5729, 0x23D967BF,
-      0xB3667A2E, 0xC4614AB8, 0x5D681B02, 0x2A6F2B94, 0xB40BBE37, 0xC30C8EA1, 0x5A05DF1B, 0x2D02EF8D
-   };
-
-   unsigned int crc = ~0u;
-   int i;
-   for (i=0; i < len; ++i)
-      crc = (crc >> 8) ^ crc_table[buffer[i] ^ (crc & 0xff)];
-   return ~crc;
-#endif
-}
-
-#define stbiw__wpng4(o,a,b,c,d) ((o)[0]=STBIW_UCHAR(a),(o)[1]=STBIW_UCHAR(b),(o)[2]=STBIW_UCHAR(c),(o)[3]=STBIW_UCHAR(d),(o)+=4)
-#define stbiw__wp32(data,v) stbiw__wpng4(data, (v)>>24,(v)>>16,(v)>>8,(v));
-#define stbiw__wptag(data,s) stbiw__wpng4(data, s[0],s[1],s[2],s[3])
-
-static void stbiw__wpcrc(unsigned char **data, int len)
-{
-   unsigned int crc = stbiw__crc32(*data - len - 4, len+4);
-   stbiw__wp32(*data, crc);
-}
-
-static unsigned char stbiw__paeth(int a, int b, int c)
-{
-   int p = a + b - c, pa = abs(p-a), pb = abs(p-b), pc = abs(p-c);
-   if (pa <= pb && pa <= pc) return STBIW_UCHAR(a);
-   if (pb <= pc) return STBIW_UCHAR(b);
-   return STBIW_UCHAR(c);
-}
-
-// @OPTIMIZE: provide an option that always forces left-predict or paeth predict
-static void stbiw__encode_png_line(unsigned char *pixels, int stride_bytes, int width, int height, int y, int n, int filter_type, signed char *line_buffer)
-{
-   static int mapping[] = { 0,1,2,3,4 };
-   static int firstmap[] = { 0,1,0,5,6 };
-   int *mymap = (y != 0) ? mapping : firstmap;
-   int i;
-   int type = mymap[filter_type];
-   unsigned char *z = pixels + stride_bytes * (stbi__flip_vertically_on_write ? height-1-y : y);
-   int signed_stride = stbi__flip_vertically_on_write ? -stride_bytes : stride_bytes;
-
-   if (type==0) {
-      memcpy(line_buffer, z, width*n);
-      return;
-   }
-
-   // first loop isn't optimized since it's just one pixel
-   for (i = 0; i < n; ++i) {
-      switch (type) {
-         case 1: line_buffer[i] = z[i]; break;
-         case 2: line_buffer[i] = z[i] - z[i-signed_stride]; break;
-         case 3: line_buffer[i] = z[i] - (z[i-signed_stride]>>1); break;
-         case 4: line_buffer[i] = (signed char) (z[i] - stbiw__paeth(0,z[i-signed_stride],0)); break;
-         case 5: line_buffer[i] = z[i]; break;
-         case 6: line_buffer[i] = z[i]; break;
-      }
-   }
-   switch (type) {
-      case 1: for (i=n; i < width*n; ++i) line_buffer[i] = z[i] - z[i-n]; break;
-      case 2: for (i=n; i < width*n; ++i) line_buffer[i] = z[i] - z[i-signed_stride]; break;
-      case 3: for (i=n; i < width*n; ++i) line_buffer[i] = z[i] - ((z[i-n] + z[i-signed_stride])>>1); break;
-      case 4: for (i=n; i < width*n; ++i) line_buffer[i] = z[i] - stbiw__paeth(z[i-n], z[i-signed_stride], z[i-signed_stride-n]); break;
-      case 5: for (i=n; i < width*n; ++i) line_buffer[i] = z[i] - (z[i-n]>>1); break;
-      case 6: for (i=n; i < width*n; ++i) line_buffer[i] = z[i] - stbiw__paeth(z[i-n], 0,0); break;
-   }
-}
-
-STBIWDEF unsigned char *stbi_write_png_to_mem(const unsigned char *pixels, int stride_bytes, int x, int y, int n, int *out_len)
-{
-   int force_filter = stbi_write_force_png_filter;
-   int ctype[5] = { -1, 0, 4, 2, 6 };
-   unsigned char sig[8] = { 137,80,78,71,13,10,26,10 };
-   unsigned char *out,*o, *filt, *zlib;
-   signed char *line_buffer;
-   int j,zlen;
-
-   if (stride_bytes == 0)
-      stride_bytes = x * n;
-
-   if (force_filter >= 5) {
-      force_filter = -1;
-   }
-
-   filt = (unsigned char *) STBIW_MALLOC((x*n+1) * y); if (!filt) return 0;
-   line_buffer = (signed char *) STBIW_MALLOC(x * n); if (!line_buffer) { STBIW_FREE(filt); return 0; }
-   for (j=0; j < y; ++j) {
-      int filter_type;
-      if (force_filter > -1) {
-         filter_type = force_filter;
-         stbiw__encode_png_line((unsigned char*)(pixels), stride_bytes, x, y, j, n, force_filter, line_buffer);
-      } else { // Estimate the best filter by running through all of them:
-         int best_filter = 0, best_filter_val = 0x7fffffff, est, i;
-         for (filter_type = 0; filter_type < 5; filter_type++) {
-            stbiw__encode_png_line((unsigned char*)(pixels), stride_bytes, x, y, j, n, filter_type, line_buffer);
-
-            // Estimate the entropy of the line using this filter; the less, the better.
-            est = 0;
-            for (i = 0; i < x*n; ++i) {
-               est += abs((signed char) line_buffer[i]);
-            }
-            if (est < best_filter_val) {
-               best_filter_val = est;
-               best_filter = filter_type;
-            }
-         }
-         if (filter_type != best_filter) {  // If the last iteration already got us the best filter, don't redo it
-            stbiw__encode_png_line((unsigned char*)(pixels), stride_bytes, x, y, j, n, best_filter, line_buffer);
-            filter_type = best_filter;
-         }
-      }
-      // when we get here, filter_type contains the filter type, and line_buffer contains the data
-      filt[j*(x*n+1)] = (unsigned char) filter_type;
-      STBIW_MEMMOVE(filt+j*(x*n+1)+1, line_buffer, x*n);
-   }
-   STBIW_FREE(line_buffer);
-   zlib = stbi_zlib_compress(filt, y*( x*n+1), &zlen, stbi_write_png_compression_level);
-   STBIW_FREE(filt);
-   if (!zlib) return 0;
-
-   // each tag requires 12 bytes of overhead
-   out = (unsigned char *) STBIW_MALLOC(8 + 12+13 + 12+zlen + 12);
-   if (!out) return 0;
-   *out_len = 8 + 12+13 + 12+zlen + 12;
-
-   o=out;
-   STBIW_MEMMOVE(o,sig,8); o+= 8;
-   stbiw__wp32(o, 13); // header length
-   stbiw__wptag(o, "IHDR");
-   stbiw__wp32(o, x);
-   stbiw__wp32(o, y);
-   *o++ = 8;
-   *o++ = STBIW_UCHAR(ctype[n]);
-   *o++ = 0;
-   *o++ = 0;
-   *o++ = 0;
-   stbiw__wpcrc(&o,13);
-
-   stbiw__wp32(o, zlen);
-   stbiw__wptag(o, "IDAT");
-   STBIW_MEMMOVE(o, zlib, zlen);
-   o += zlen;
-   STBIW_FREE(zlib);
-   stbiw__wpcrc(&o, zlen);
-
-   stbiw__wp32(o,0);
-   stbiw__wptag(o, "IEND");
-   stbiw__wpcrc(&o,0);
-
-   STBIW_ASSERT(o == out + *out_len);
-
-   return out;
-}
-
-#ifndef STBI_WRITE_NO_STDIO
-STBIWDEF int stbi_write_png(char const *filename, int x, int y, int comp, const void *data, int stride_bytes)
-{
-   FILE *f;
-   int len;
-   unsigned char *png = stbi_write_png_to_mem((const unsigned char *) data, stride_bytes, x, y, comp, &len);
-   if (png == NULL) return 0;
-
-   f = stbiw__fopen(filename, "wb");
-   if (!f) { STBIW_FREE(png); return 0; }
-   fwrite(png, 1, len, f);
-   fclose(f);
-   STBIW_FREE(png);
-   return 1;
-}
-#endif
-
-STBIWDEF int stbi_write_png_to_func(stbi_write_func *func, void *context, int x, int y, int comp, const void *data, int stride_bytes)
-{
-   int len;
-   unsigned char *png = stbi_write_png_to_mem((const unsigned char *) data, stride_bytes, x, y, comp, &len);
-   if (png == NULL) return 0;
-   func(context, png, len);
-   STBIW_FREE(png);
-   return 1;
-}
-
-
-/* ***************************************************************************
- *
- * JPEG writer
- *
- * This is based on Jon Olick's jo_jpeg.cpp:
- * public domain Simple, Minimalistic JPEG writer - http://www.jonolick.com/code.html
- */
-
-static const unsigned char stbiw__jpg_ZigZag[] = { 0,1,5,6,14,15,27,28,2,4,7,13,16,26,29,42,3,8,12,17,25,30,41,43,9,11,18,
-      24,31,40,44,53,10,19,23,32,39,45,52,54,20,22,33,38,46,51,55,60,21,34,37,47,50,56,59,61,35,36,48,49,57,58,62,63 };
-
-static void stbiw__jpg_writeBits(stbi__write_context *s, int *bitBufP, int *bitCntP, const unsigned short *bs) {
-   int bitBuf = *bitBufP, bitCnt = *bitCntP;
-   bitCnt += bs[1];
-   bitBuf |= bs[0] << (24 - bitCnt);
-   while(bitCnt >= 8) {
-      unsigned char c = (bitBuf >> 16) & 255;
-      stbiw__putc(s, c);
-      if(c == 255) {
-         stbiw__putc(s, 0);
-      }
-      bitBuf <<= 8;
-      bitCnt -= 8;
-   }
-   *bitBufP = bitBuf;
-   *bitCntP = bitCnt;
-}
-
-static void stbiw__jpg_DCT(float *d0p, float *d1p, float *d2p, float *d3p, float *d4p, float *d5p, float *d6p, float *d7p) {
-   float d0 = *d0p, d1 = *d1p, d2 = *d2p, d3 = *d3p, d4 = *d4p, d5 = *d5p, d6 = *d6p, d7 = *d7p;
-   float z1, z2, z3, z4, z5, z11, z13;
-
-   float tmp0 = d0 + d7;
-   float tmp7 = d0 - d7;
-   float tmp1 = d1 + d6;
-   float tmp6 = d1 - d6;
-   float tmp2 = d2 + d5;
-   float tmp5 = d2 - d5;
-   float tmp3 = d3 + d4;
-   float tmp4 = d3 - d4;
-
-   // Even part
-   float tmp10 = tmp0 + tmp3;   // phase 2
-   float tmp13 = tmp0 - tmp3;
-   float tmp11 = tmp1 + tmp2;
-   float tmp12 = tmp1 - tmp2;
-
-   d0 = tmp10 + tmp11;       // phase 3
-   d4 = tmp10 - tmp11;
-
-   z1 = (tmp12 + tmp13) * 0.707106781f; // c4
-   d2 = tmp13 + z1;       // phase 5
-   d6 = tmp13 - z1;
-
-   // Odd part
-   tmp10 = tmp4 + tmp5;       // phase 2
-   tmp11 = tmp5 + tmp6;
-   tmp12 = tmp6 + tmp7;
-
-   // The rotator is modified from fig 4-8 to avoid extra negations.
-   z5 = (tmp10 - tmp12) * 0.382683433f; // c6
-   z2 = tmp10 * 0.541196100f + z5; // c2-c6
-   z4 = tmp12 * 1.306562965f + z5; // c2+c6
-   z3 = tmp11 * 0.707106781f; // c4
-
-   z11 = tmp7 + z3;      // phase 5
-   z13 = tmp7 - z3;
-
-   *d5p = z13 + z2;         // phase 6
-   *d3p = z13 - z2;
-   *d1p = z11 + z4;
-   *d7p = z11 - z4;
-
-   *d0p = d0;  *d2p = d2;  *d4p = d4;  *d6p = d6;
-}
-
-static void stbiw__jpg_calcBits(int val, unsigned short bits[2]) {
-   int tmp1 = val < 0 ? -val : val;
-   val = val < 0 ? val-1 : val;
-   bits[1] = 1;
-   while(tmp1 >>= 1) {
-      ++bits[1];
-   }
-   bits[0] = val & ((1<<bits[1])-1);
-}
-
-static int stbiw__jpg_processDU(stbi__write_context *s, int *bitBuf, int *bitCnt, float *CDU, int du_stride, float *fdtbl, int DC, const unsigned short HTDC[256][2], const unsigned short HTAC[256][2]) {
-   const unsigned short EOB[2] = { HTAC[0x00][0], HTAC[0x00][1] };
-   const unsigned short M16zeroes[2] = { HTAC[0xF0][0], HTAC[0xF0][1] };
-   int dataOff, i, j, n, diff, end0pos, x, y;
-   int DU[64];
-
-   // DCT rows
-   for(dataOff=0, n=du_stride*8; dataOff<n; dataOff+=du_stride) {
-      stbiw__jpg_DCT(&CDU[dataOff], &CDU[dataOff+1], &CDU[dataOff+2], &CDU[dataOff+3], &CDU[dataOff+4], &CDU[dataOff+5], &CDU[dataOff+6], &CDU[dataOff+7]);
-   }
-   // DCT columns
-   for(dataOff=0; dataOff<8; ++dataOff) {
-      stbiw__jpg_DCT(&CDU[dataOff], &CDU[dataOff+du_stride], &CDU[dataOff+du_stride*2], &CDU[dataOff+du_stride*3], &CDU[dataOff+du_stride*4],
-                     &CDU[dataOff+du_stride*5], &CDU[dataOff+du_stride*6], &CDU[dataOff+du_stride*7]);
-   }
-   // Quantize/descale/zigzag the coefficients
-   for(y = 0, j=0; y < 8; ++y) {
-      for(x = 0; x < 8; ++x,++j) {
-         float v;
-         i = y*du_stride+x;
-         v = CDU[i]*fdtbl[j];
-         // DU[stbiw__jpg_ZigZag[j]] = (int)(v < 0 ? ceilf(v - 0.5f) : floorf(v + 0.5f));
-         // ceilf() and floorf() are C99, not C89, but I /think/ they're not needed here anyway?
-         DU[stbiw__jpg_ZigZag[j]] = (int)(v < 0 ? v - 0.5f : v + 0.5f);
-      }
-   }
-
-   // Encode DC
-   diff = DU[0] - DC;
-   if (diff == 0) {
-      stbiw__jpg_writeBits(s, bitBuf, bitCnt, HTDC[0]);
-   } else {
-      unsigned short bits[2];
-      stbiw__jpg_calcBits(diff, bits);
-      stbiw__jpg_writeBits(s, bitBuf, bitCnt, HTDC[bits[1]]);
-      stbiw__jpg_writeBits(s, bitBuf, bitCnt, bits);
-   }
-   // Encode ACs
-   end0pos = 63;
-   for(; (end0pos>0)&&(DU[end0pos]==0); --end0pos) {
-   }
-   // end0pos = first element in reverse order !=0
-   if(end0pos == 0) {
-      stbiw__jpg_writeBits(s, bitBuf, bitCnt, EOB);
-      return DU[0];
-   }
-   for(i = 1; i <= end0pos; ++i) {
-      int startpos = i;
-      int nrzeroes;
-      unsigned short bits[2];
-      for (; DU[i]==0 && i<=end0pos; ++i) {
-      }
-      nrzeroes = i-startpos;
-      if ( nrzeroes >= 16 ) {
-         int lng = nrzeroes>>4;
-         int nrmarker;
-         for (nrmarker=1; nrmarker <= lng; ++nrmarker)
-            stbiw__jpg_writeBits(s, bitBuf, bitCnt, M16zeroes);
-         nrzeroes &= 15;
-      }
-      stbiw__jpg_calcBits(DU[i], bits);
-      stbiw__jpg_writeBits(s, bitBuf, bitCnt, HTAC[(nrzeroes<<4)+bits[1]]);
-      stbiw__jpg_writeBits(s, bitBuf, bitCnt, bits);
-   }
-   if(end0pos != 63) {
-      stbiw__jpg_writeBits(s, bitBuf, bitCnt, EOB);
-   }
-   return DU[0];
-}
-
-static int stbi_write_jpg_core(stbi__write_context *s, int width, int height, int comp, const void* data, int quality) {
-   // Constants that don't pollute global namespace
-   static const unsigned char std_dc_luminance_nrcodes[] = {0,0,1,5,1,1,1,1,1,1,0,0,0,0,0,0,0};
-   static const unsigned char std_dc_luminance_values[] = {0,1,2,3,4,5,6,7,8,9,10,11};
-   static const unsigned char std_ac_luminance_nrcodes[] = {0,0,2,1,3,3,2,4,3,5,5,4,4,0,0,1,0x7d};
-   static const unsigned char std_ac_luminance_values[] = {
-      0x01,0x02,0x03,0x00,0x04,0x11,0x05,0x12,0x21,0x31,0x41,0x06,0x13,0x51,0x61,0x07,0x22,0x71,0x14,0x32,0x81,0x91,0xa1,0x08,
-      0x23,0x42,0xb1,0xc1,0x15,0x52,0xd1,0xf0,0x24,0x33,0x62,0x72,0x82,0x09,0x0a,0x16,0x17,0x18,0x19,0x1a,0x25,0x26,0x27,0x28,
-      0x29,0x2a,0x34,0x35,0x36,0x37,0x38,0x39,0x3a,0x43,0x44,0x45,0x46,0x47,0x48,0x49,0x4a,0x53,0x54,0x55,0x56,0x57,0x58,0x59,
-      0x5a,0x63,0x64,0x65,0x66,0x67,0x68,0x69,0x6a,0x73,0x74,0x75,0x76,0x77,0x78,0x79,0x7a,0x83,0x84,0x85,0x86,0x87,0x88,0x89,
-      0x8a,0x92,0x93,0x94,0x95,0x96,0x97,0x98,0x99,0x9a,0xa2,0xa3,0xa4,0xa5,0xa6,0xa7,0xa8,0xa9,0xaa,0xb2,0xb3,0xb4,0xb5,0xb6,
-      0xb7,0xb8,0xb9,0xba,0xc2,0xc3,0xc4,0xc5,0xc6,0xc7,0xc8,0xc9,0xca,0xd2,0xd3,0xd4,0xd5,0xd6,0xd7,0xd8,0xd9,0xda,0xe1,0xe2,
-      0xe3,0xe4,0xe5,0xe6,0xe7,0xe8,0xe9,0xea,0xf1,0xf2,0xf3,0xf4,0xf5,0xf6,0xf7,0xf8,0xf9,0xfa
-   };
-   static const unsigned char std_dc_chrominance_nrcodes[] = {0,0,3,1,1,1,1,1,1,1,1,1,0,0,0,0,0};
-   static const unsigned char std_dc_chrominance_values[] = {0,1,2,3,4,5,6,7,8,9,10,11};
-   static const unsigned char std_ac_chrominance_nrcodes[] = {0,0,2,1,2,4,4,3,4,7,5,4,4,0,1,2,0x77};
-   static const unsigned char std_ac_chrominance_values[] = {
-      0x00,0x01,0x02,0x03,0x11,0x04,0x05,0x21,0x31,0x06,0x12,0x41,0x51,0x07,0x61,0x71,0x13,0x22,0x32,0x81,0x08,0x14,0x42,0x91,
-      0xa1,0xb1,0xc1,0x09,0x23,0x33,0x52,0xf0,0x15,0x62,0x72,0xd1,0x0a,0x16,0x24,0x34,0xe1,0x25,0xf1,0x17,0x18,0x19,0x1a,0x26,
-      0x27,0x28,0x29,0x2a,0x35,0x36,0x37,0x38,0x39,0x3a,0x43,0x44,0x45,0x46,0x47,0x48,0x49,0x4a,0x53,0x54,0x55,0x56,0x57,0x58,
-      0x59,0x5a,0x63,0x64,0x65,0x66,0x67,0x68,0x69,0x6a,0x73,0x74,0x75,0x76,0x77,0x78,0x79,0x7a,0x82,0x83,0x84,0x85,0x86,0x87,
-      0x88,0x89,0x8a,0x92,0x93,0x94,0x95,0x96,0x97,0x98,0x99,0x9a,0xa2,0xa3,0xa4,0xa5,0xa6,0xa7,0xa8,0xa9,0xaa,0xb2,0xb3,0xb4,
-      0xb5,0xb6,0xb7,0xb8,0xb9,0xba,0xc2,0xc3,0xc4,0xc5,0xc6,0xc7,0xc8,0xc9,0xca,0xd2,0xd3,0xd4,0xd5,0xd6,0xd7,0xd8,0xd9,0xda,
-      0xe2,0xe3,0xe4,0xe5,0xe6,0xe7,0xe8,0xe9,0xea,0xf2,0xf3,0xf4,0xf5,0xf6,0xf7,0xf8,0xf9,0xfa
-   };
-   // Huffman tables
-   static const unsigned short YDC_HT[256][2] = { {0,2},{2,3},{3,3},{4,3},{5,3},{6,3},{14,4},{30,5},{62,6},{126,7},{254,8},{510,9}};
-   static const unsigned short UVDC_HT[256][2] = { {0,2},{1,2},{2,2},{6,3},{14,4},{30,5},{62,6},{126,7},{254,8},{510,9},{1022,10},{2046,11}};
-   static const unsigned short YAC_HT[256][2] = {
-      {10,4},{0,2},{1,2},{4,3},{11,4},{26,5},{120,7},{248,8},{1014,10},{65410,16},{65411,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {12,4},{27,5},{121,7},{502,9},{2038,11},{65412,16},{65413,16},{65414,16},{65415,16},{65416,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {28,5},{249,8},{1015,10},{4084,12},{65417,16},{65418,16},{65419,16},{65420,16},{65421,16},{65422,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {58,6},{503,9},{4085,12},{65423,16},{65424,16},{65425,16},{65426,16},{65427,16},{65428,16},{65429,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {59,6},{1016,10},{65430,16},{65431,16},{65432,16},{65433,16},{65434,16},{65435,16},{65436,16},{65437,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {122,7},{2039,11},{65438,16},{65439,16},{65440,16},{65441,16},{65442,16},{65443,16},{65444,16},{65445,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {123,7},{4086,12},{65446,16},{65447,16},{65448,16},{65449,16},{65450,16},{65451,16},{65452,16},{65453,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {250,8},{4087,12},{65454,16},{65455,16},{65456,16},{65457,16},{65458,16},{65459,16},{65460,16},{65461,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {504,9},{32704,15},{65462,16},{65463,16},{65464,16},{65465,16},{65466,16},{65467,16},{65468,16},{65469,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {505,9},{65470,16},{65471,16},{65472,16},{65473,16},{65474,16},{65475,16},{65476,16},{65477,16},{65478,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {506,9},{65479,16},{65480,16},{65481,16},{65482,16},{65483,16},{65484,16},{65485,16},{65486,16},{65487,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {1017,10},{65488,16},{65489,16},{65490,16},{65491,16},{65492,16},{65493,16},{65494,16},{65495,16},{65496,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {1018,10},{65497,16},{65498,16},{65499,16},{65500,16},{65501,16},{65502,16},{65503,16},{65504,16},{65505,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {2040,11},{65506,16},{65507,16},{65508,16},{65509,16},{65510,16},{65511,16},{65512,16},{65513,16},{65514,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {65515,16},{65516,16},{65517,16},{65518,16},{65519,16},{65520,16},{65521,16},{65522,16},{65523,16},{65524,16},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {2041,11},{65525,16},{65526,16},{65527,16},{65528,16},{65529,16},{65530,16},{65531,16},{65532,16},{65533,16},{65534,16},{0,0},{0,0},{0,0},{0,0},{0,0}
-   };
-   static const unsigned short UVAC_HT[256][2] = {
-      {0,2},{1,2},{4,3},{10,4},{24,5},{25,5},{56,6},{120,7},{500,9},{1014,10},{4084,12},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {11,4},{57,6},{246,8},{501,9},{2038,11},{4085,12},{65416,16},{65417,16},{65418,16},{65419,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {26,5},{247,8},{1015,10},{4086,12},{32706,15},{65420,16},{65421,16},{65422,16},{65423,16},{65424,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {27,5},{248,8},{1016,10},{4087,12},{65425,16},{65426,16},{65427,16},{65428,16},{65429,16},{65430,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {58,6},{502,9},{65431,16},{65432,16},{65433,16},{65434,16},{65435,16},{65436,16},{65437,16},{65438,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {59,6},{1017,10},{65439,16},{65440,16},{65441,16},{65442,16},{65443,16},{65444,16},{65445,16},{65446,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {121,7},{2039,11},{65447,16},{65448,16},{65449,16},{65450,16},{65451,16},{65452,16},{65453,16},{65454,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {122,7},{2040,11},{65455,16},{65456,16},{65457,16},{65458,16},{65459,16},{65460,16},{65461,16},{65462,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {249,8},{65463,16},{65464,16},{65465,16},{65466,16},{65467,16},{65468,16},{65469,16},{65470,16},{65471,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {503,9},{65472,16},{65473,16},{65474,16},{65475,16},{65476,16},{65477,16},{65478,16},{65479,16},{65480,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {504,9},{65481,16},{65482,16},{65483,16},{65484,16},{65485,16},{65486,16},{65487,16},{65488,16},{65489,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {505,9},{65490,16},{65491,16},{65492,16},{65493,16},{65494,16},{65495,16},{65496,16},{65497,16},{65498,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {506,9},{65499,16},{65500,16},{65501,16},{65502,16},{65503,16},{65504,16},{65505,16},{65506,16},{65507,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {2041,11},{65508,16},{65509,16},{65510,16},{65511,16},{65512,16},{65513,16},{65514,16},{65515,16},{65516,16},{0,0},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {16352,14},{65517,16},{65518,16},{65519,16},{65520,16},{65521,16},{65522,16},{65523,16},{65524,16},{65525,16},{0,0},{0,0},{0,0},{0,0},{0,0},
-      {1018,10},{32707,15},{65526,16},{65527,16},{65528,16},{65529,16},{65530,16},{65531,16},{65532,16},{65533,16},{65534,16},{0,0},{0,0},{0,0},{0,0},{0,0}
-   };
-   static const int YQT[] = {16,11,10,16,24,40,51,61,12,12,14,19,26,58,60,55,14,13,16,24,40,57,69,56,14,17,22,29,51,87,80,62,18,22,
-                             37,56,68,109,103,77,24,35,55,64,81,104,113,92,49,64,78,87,103,121,120,101,72,92,95,98,112,100,103,99};
-   static const int UVQT[] = {17,18,24,47,99,99,99,99,18,21,26,66,99,99,99,99,24,26,56,99,99,99,99,99,47,66,99,99,99,99,99,99,
-                              99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99,99};
-   static const float aasf[] = { 1.0f * 2.828427125f, 1.387039845f * 2.828427125f, 1.306562965f * 2.828427125f, 1.175875602f * 2.828427125f,
-                                 1.0f * 2.828427125f, 0.785694958f * 2.828427125f, 0.541196100f * 2.828427125f, 0.275899379f * 2.828427125f };
-
-   int row, col, i, k, subsample;
-   float fdtbl_Y[64], fdtbl_UV[64];
-   unsigned char YTable[64], UVTable[64];
-
-   if(!data || !width || !height || comp > 4 || comp < 1) {
-      return 0;
-   }
-
-   quality = quality ? quality : 90;
-   subsample = quality <= 90 ? 1 : 0;
-   quality = quality < 1 ? 1 : quality > 100 ? 100 : quality;
-   quality = quality < 50 ? 5000 / quality : 200 - quality * 2;
-
-   for(i = 0; i < 64; ++i) {
-      int uvti, yti = (YQT[i]*quality+50)/100;
-      YTable[stbiw__jpg_ZigZag[i]] = (unsigned char) (yti < 1 ? 1 : yti > 255 ? 255 : yti);
-      uvti = (UVQT[i]*quality+50)/100;
-      UVTable[stbiw__jpg_ZigZag[i]] = (unsigned char) (uvti < 1 ? 1 : uvti > 255 ? 255 : uvti);
-   }
-
-   for(row = 0, k = 0; row < 8; ++row) {
-      for(col = 0; col < 8; ++col, ++k) {
-         fdtbl_Y[k]  = 1 / (YTable [stbiw__jpg_ZigZag[k]] * aasf[row] * aasf[col]);
-         fdtbl_UV[k] = 1 / (UVTable[stbiw__jpg_ZigZag[k]] * aasf[row] * aasf[col]);
-      }
-   }
-
-   // Write Headers
-   {
-      static const unsigned char head0[] = { 0xFF,0xD8,0xFF,0xE0,0,0x10,'J','F','I','F',0,1,1,0,0,1,0,1,0,0,0xFF,0xDB,0,0x84,0 };
-      static const unsigned char head2[] = { 0xFF,0xDA,0,0xC,3,1,0,2,0x11,3,0x11,0,0x3F,0 };
-      const unsigned char head1[] = { 0xFF,0xC0,0,0x11,8,(unsigned char)(height>>8),STBIW_UCHAR(height),(unsigned char)(width>>8),STBIW_UCHAR(width),
-                                      3,1,(unsigned char)(subsample?0x22:0x11),0,2,0x11,1,3,0x11,1,0xFF,0xC4,0x01,0xA2,0 };
-      s->func(s->context, (void*)head0, sizeof(head0));
-      s->func(s->context, (void*)YTable, sizeof(YTable));
-      stbiw__putc(s, 1);
-      s->func(s->context, UVTable, sizeof(UVTable));
-      s->func(s->context, (void*)head1, sizeof(head1));
-      s->func(s->context, (void*)(std_dc_luminance_nrcodes+1), sizeof(std_dc_luminance_nrcodes)-1);
-      s->func(s->context, (void*)std_dc_luminance_values, sizeof(std_dc_luminance_values));
-      stbiw__putc(s, 0x10); // HTYACinfo
-      s->func(s->context, (void*)(std_ac_luminance_nrcodes+1), sizeof(std_ac_luminance_nrcodes)-1);
-      s->func(s->context, (void*)std_ac_luminance_values, sizeof(std_ac_luminance_values));
-      stbiw__putc(s, 1); // HTUDCinfo
-      s->func(s->context, (void*)(std_dc_chrominance_nrcodes+1), sizeof(std_dc_chrominance_nrcodes)-1);
-      s->func(s->context, (void*)std_dc_chrominance_values, sizeof(std_dc_chrominance_values));
-      stbiw__putc(s, 0x11); // HTUACinfo
-      s->func(s->context, (void*)(std_ac_chrominance_nrcodes+1), sizeof(std_ac_chrominance_nrcodes)-1);
-      s->func(s->context, (void*)std_ac_chrominance_values, sizeof(std_ac_chrominance_values));
-      s->func(s->context, (void*)head2, sizeof(head2));
-   }
-
-   // Encode 8x8 macroblocks
-   {
-      static const unsigned short fillBits[] = {0x7F, 7};
-      int DCY=0, DCU=0, DCV=0;
-      int bitBuf=0, bitCnt=0;
-      // comp == 2 is grey+alpha (alpha is ignored)
-      int ofsG = comp > 2 ? 1 : 0, ofsB = comp > 2 ? 2 : 0;
-      const unsigned char *dataR = (const unsigned char *)data;
-      const unsigned char *dataG = dataR + ofsG;
-      const unsigned char *dataB = dataR + ofsB;
-      int x, y, pos;
-      if(subsample) {
-         for(y = 0; y < height; y += 16) {
-            for(x = 0; x < width; x += 16) {
-               float Y[256], U[256], V[256];
-               for(row = y, pos = 0; row < y+16; ++row) {
-                  // row >= height => use last input row
-                  int clamped_row = (row < height) ? row : height - 1;
-                  int base_p = (stbi__flip_vertically_on_write ? (height-1-clamped_row) : clamped_row)*width*comp;
-                  for(col = x; col < x+16; ++col, ++pos) {
-                     // if col >= width => use pixel from last input column
-                     int p = base_p + ((col < width) ? col : (width-1))*comp;
-                     float r = dataR[p], g = dataG[p], b = dataB[p];
-                     Y[pos]= +0.29900f*r + 0.58700f*g + 0.11400f*b - 128;
-                     U[pos]= -0.16874f*r - 0.33126f*g + 0.50000f*b;
-                     V[pos]= +0.50000f*r - 0.41869f*g - 0.08131f*b;
-                  }
-               }
-               DCY = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, Y+0,   16, fdtbl_Y, DCY, YDC_HT, YAC_HT);
-               DCY = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, Y+8,   16, fdtbl_Y, DCY, YDC_HT, YAC_HT);
-               DCY = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, Y+128, 16, fdtbl_Y, DCY, YDC_HT, YAC_HT);
-               DCY = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, Y+136, 16, fdtbl_Y, DCY, YDC_HT, YAC_HT);
-
-               // subsample U,V
-               {
-                  float subU[64], subV[64];
-                  int yy, xx;
-                  for(yy = 0, pos = 0; yy < 8; ++yy) {
-                     for(xx = 0; xx < 8; ++xx, ++pos) {
-                        int j = yy*32+xx*2;
-                        subU[pos] = (U[j+0] + U[j+1] + U[j+16] + U[j+17]) * 0.25f;
-                        subV[pos] = (V[j+0] + V[j+1] + V[j+16] + V[j+17]) * 0.25f;
-                     }
-                  }
-                  DCU = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, subU, 8, fdtbl_UV, DCU, UVDC_HT, UVAC_HT);
-                  DCV = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, subV, 8, fdtbl_UV, DCV, UVDC_HT, UVAC_HT);
-               }
-            }
-         }
-      } else {
-         for(y = 0; y < height; y += 8) {
-            for(x = 0; x < width; x += 8) {
-               float Y[64], U[64], V[64];
-               for(row = y, pos = 0; row < y+8; ++row) {
-                  // row >= height => use last input row
-                  int clamped_row = (row < height) ? row : height - 1;
-                  int base_p = (stbi__flip_vertically_on_write ? (height-1-clamped_row) : clamped_row)*width*comp;
-                  for(col = x; col < x+8; ++col, ++pos) {
-                     // if col >= width => use pixel from last input column
-                     int p = base_p + ((col < width) ? col : (width-1))*comp;
-                     float r = dataR[p], g = dataG[p], b = dataB[p];
-                     Y[pos]= +0.29900f*r + 0.58700f*g + 0.11400f*b - 128;
-                     U[pos]= -0.16874f*r - 0.33126f*g + 0.50000f*b;
-                     V[pos]= +0.50000f*r - 0.41869f*g - 0.08131f*b;
-                  }
-               }
-
-               DCY = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, Y, 8, fdtbl_Y,  DCY, YDC_HT, YAC_HT);
-               DCU = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, U, 8, fdtbl_UV, DCU, UVDC_HT, UVAC_HT);
-               DCV = stbiw__jpg_processDU(s, &bitBuf, &bitCnt, V, 8, fdtbl_UV, DCV, UVDC_HT, UVAC_HT);
-            }
-         }
-      }
-
-      // Do the bit alignment of the EOI marker
-      stbiw__jpg_writeBits(s, &bitBuf, &bitCnt, fillBits);
-   }
-
-   // EOI
-   stbiw__putc(s, 0xFF);
-   stbiw__putc(s, 0xD9);
-
-   return 1;
-}
-
-STBIWDEF int stbi_write_jpg_to_func(stbi_write_func *func, void *context, int x, int y, int comp, const void *data, int quality)
-{
-   stbi__write_context s;
-   stbi__start_write_callbacks(&s, func, context);
-   return stbi_write_jpg_core(&s, x, y, comp, (void *) data, quality);
-}
-
-
-#ifndef STBI_WRITE_NO_STDIO
-STBIWDEF int stbi_write_jpg(char const *filename, int x, int y, int comp, const void *data, int quality)
-{
-   stbi__write_context s;
-   if (stbi__start_write_file(&s,filename)) {
-//      printf("start writing jpg-core\n");
-      int r = stbi_write_jpg_core(&s, x, y, comp, data, quality);
-//      printf("start writing ending file\n");
-      stbi__end_write_file(&s);
-      return r;
-   } else
-      return 0;
-}
-#endif
-
-#endif // STB_IMAGE_WRITE_IMPLEMENTATION
-
-/* Revision history
-      1.14  (2020-02-02) updated JPEG writer to downsample chroma channels
-      1.13
-      1.12
-      1.11  (2019-08-11)
-
-      1.10  (2019-02-07)
-             support utf8 filenames in Windows; fix warnings and platform ifdefs
-      1.09  (2018-02-11)
-             fix typo in zlib quality API, improve STB_I_W_STATIC in C++
-      1.08  (2018-01-29)
-             add stbi__flip_vertically_on_write, external zlib, zlib quality, choose PNG filter
-      1.07  (2017-07-24)
-             doc fix
-      1.06 (2017-07-23)
-             writing JPEG (using Jon Olick's code)
-      1.05   ???
-      1.04 (2017-03-03)
-             monochrome BMP expansion
-      1.03   ???
-      1.02 (2016-04-02)
-             avoid allocating large structures on the stack
-      1.01 (2016-01-16)
-             STBIW_REALLOC_SIZED: support allocators with no realloc support
-             avoid race-condition in crc initialization
-             minor compile issues
-      1.00 (2015-09-14)
-             installable file IO function
-      0.99 (2015-09-13)
-             warning fixes; TGA rle support
-      0.98 (2015-04-08)
-             added STBIW_MALLOC, STBIW_ASSERT etc
-      0.97 (2015-01-18)
-             fixed HDR asserts, rewrote HDR rle logic
-      0.96 (2015-01-17)
-             add HDR output
-             fix monochrome BMP
-      0.95 (2014-08-17)
-		       add monochrome TGA output
-      0.94 (2014-05-31)
-             rename private functions to avoid conflicts with stb_image.h
-      0.93 (2014-05-27)
-             warning fixes
-      0.92 (2010-08-01)
-             casts to unsigned char to fix warnings
-      0.91 (2010-07-17)
-             first public release
-      0.90   first internal release
-*/
-
-/*
-------------------------------------------------------------------------------
-This software is available under 2 licenses -- choose whichever you prefer.
-------------------------------------------------------------------------------
-ALTERNATIVE A - MIT License
-Copyright (c) 2017 Sean Barrett
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
-of the Software, and to permit persons to whom the Software is furnished to do
-so, subject to the following conditions:
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
-------------------------------------------------------------------------------
-ALTERNATIVE B - Public Domain (www.unlicense.org)
-This is free and unencumbered software released into the public domain.
-Anyone is free to copy, modify, publish, use, compile, sell, or distribute this
-software, either in source code form or as a compiled binary, for any purpose,
-commercial or non-commercial, and by any means.
-In jurisdictions that recognize copyright laws, the author or authors of this
-software dedicate any and all copyright interest in the software to the public
-domain. We make this dedication for the benefit of the public at large and to
-the detriment of our heirs and successors. We intend this dedication to be an
-overt act of relinquishment in perpetuity of all present and future rights to
-this software under copyright law.
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
-ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
-WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
-------------------------------------------------------------------------------
-*/

code/components/jomjol_influxdb/interface_influxdb._c_pp_old

@@ -1,214 +0,0 @@
-#ifdef ENABLE_INFLUXDB
-#include "interface_influxdb.h"
-
-#include "esp_log.h"
-#include <time.h>
-#include "ClassLogFile.h"
-#include "esp_http_client.h"
-#include "../../include/defines.h"
-
-
-static const char *TAG = "INFLUXDB";
-
-std::string _influxDBURI;
-std::string _influxDBDatabase;
-std::string _influxDBMeasurement;
-std::string _influxDBUser;
-std::string _influxDBPassword;
-
-static esp_err_t http_event_handler(esp_http_client_event_t *evt)
-{
-    switch(evt->event_id)
-    {
-        case HTTP_EVENT_ERROR:
-            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Client Error encountered");
-            break;
-        case HTTP_EVENT_ON_CONNECTED:
-            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Client Error encountered");
-            ESP_LOGI(TAG, "HTTP Client Connected");
-            break;
-        case HTTP_EVENT_HEADERS_SENT:
-            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Client sent all request headers");
-            break;
-        case HTTP_EVENT_ON_HEADER:
-            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Header: key=" + std::string(evt->header_key) + ", value="  + std::string(evt->header_value));
-            break;
-        case HTTP_EVENT_ON_DATA:
-            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Client data recevied: len=" + std::to_string(evt->data_len));
-            break;
-        case HTTP_EVENT_ON_FINISH:
-            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Client finished");
-            break;
-         case HTTP_EVENT_DISCONNECTED:
-            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Client Disconnected");
-            break;
-    }
-    return ESP_OK;
-}
-
-void InfluxDBPublish(std::string _key, std::string _content, std::string _timestamp) {
-    char response_buffer[MAX_HTTP_OUTPUT_BUFFER] = {0};
-    esp_http_client_config_t http_config = {
-       .user_agent = "ESP32 Meter reader",
-       .method = HTTP_METHOD_POST,
-       .event_handler = http_event_handler,
-       .buffer_size = MAX_HTTP_OUTPUT_BUFFER,
-       .user_data = response_buffer
-    };
-
-    if (_influxDBUser.length() && _influxDBPassword.length()){
-       http_config.username = _influxDBUser.c_str();
-       http_config.password = _influxDBPassword.c_str();
-       http_config.auth_type = HTTP_AUTH_TYPE_BASIC;
-    }
-
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "InfluxDBPublish - Key: " + _key + ", Content: " + _content + ", Timestamp: " + _timestamp);
-
-    char nowTimestamp[21];
-    std::string payload;
-
-    if (_timestamp.length() > 0)
-    {
-        struct tm tm;
-        strptime(_timestamp.c_str(), PREVALUE_TIME_FORMAT_OUTPUT, &tm);
-        time_t t = mktime(&tm); // Time in Localtime (looks like timezone is not used by strptime)
-
-        struct tm * ptm;
-        ptm = gmtime ( &t );
-        time_t utc = mktime(ptm);
-        utc = 2*t - utc;        // Take care of timezone (looks difficult, but is easy: t = t + (t - utc), weil t-utc = timezone)
-
-        sprintf(nowTimestamp,"%ld000000000", (long) utc);           // UTC
-
-        payload = _influxDBMeasurement + " " + _key + "=" + _content + " " + nowTimestamp;
-//        payload = _influxDBMeasurement + " " + _key + "=774 " + nowTimestamp;
-    }
-    else
-    {
-        payload = _influxDBMeasurement + " " + _key + "=" + _content;
-    }
-
-    payload.shrink_to_fit();
-
-    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "sending line to influxdb:" + payload);
-
-
-    // use the default retention policy of the database
-    std::string apiURI = _influxDBURI + "/api/v2/write?bucket=" + _influxDBDatabase + "/";
-    apiURI.shrink_to_fit();
-    http_config.url = apiURI.c_str();
-
-    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "API URI: " + apiURI);
-
-    esp_http_client_handle_t http_client = esp_http_client_init(&http_config);
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "client is initialized");
-
-    esp_http_client_set_header(http_client, "Content-Type", "text/plain");
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "header is set");
-
-    ESP_ERROR_CHECK(esp_http_client_set_post_field(http_client, payload.c_str(), payload.length()));
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "post payload is set");
-
-    esp_err_t err = ESP_ERROR_CHECK_WITHOUT_ABORT(esp_http_client_perform(http_client));
-
-    if( err == ESP_OK ) {
-      LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP request was performed");
-      int status_code = esp_http_client_get_status_code(http_client);
-      LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP status code" + std::to_string(status_code));
-    } else {
-      LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP request failed");
-    }
-    esp_http_client_cleanup(http_client);
-}
-
-
-
-/*
-void InfluxDBPublish(std::string _key, std::string _content, std::string _timestamp) {
-    char response_buffer[MAX_HTTP_OUTPUT_BUFFER] = {0};
-    esp_http_client_config_t http_config = {
-       .user_agent = "ESP32 Meter reader",
-       .method = HTTP_METHOD_POST,
-       .event_handler = http_event_handler,
-       .buffer_size = MAX_HTTP_OUTPUT_BUFFER,
-       .user_data = response_buffer
-    };
-
-    if (_influxDBUser.length() && _influxDBPassword.length()){
-       http_config.username = _influxDBUser.c_str();
-       http_config.password = _influxDBPassword.c_str();
-       http_config.auth_type = HTTP_AUTH_TYPE_BASIC;
-    }
-
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "InfluxDBPublish - Key: " + _key + ", Content: " + _content + ", Timestamp: " + _timestamp);
-
-    // Format:     #define PREVALUE_TIME_FORMAT_OUTPUT "%Y-%m-%dT%H:%M:%S%z"
-    struct tm tm;
-    strptime(_timestamp.c_str(), PREVALUE_TIME_FORMAT_OUTPUT, &tm);
-    time_t t = mktime(&tm);  // t is now your desired time_t
-
-    struct tm * ptm;
-    ptm = gmtime ( &t );
-    time_t utc = mktime(ptm);
-
-//    time_t now;
-//    time(&now);
-    char nowTimestamp[21];
-    // pad with zeroes to get nanoseconds
-//    sprintf(nowTimestamp,"%ld000000000", (long) now);
-//    sprintf(nowTimestamp,"%ld000000000", (long) t);           // Localtime
-    sprintf(nowTimestamp,"%ld000000000", (long) utc);           // UTC
-    
-
-//    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Test Time Conversion - t: " + std::to_string(t) + ", utc: " + std::to_string(utc));
-//    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Test Time Conversion - now: " + std::to_string(now) + ", timestamp: " + std::to_string(t)  + "(correct time not used yet)");
-
-    std::string payload = _influxDBMeasurement + " " + _key + "=" + _content + " " + nowTimestamp;
-    payload.shrink_to_fit();
-
-    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "sending line to influxdb:" + payload);
-
-
-    // use the default retention policy of the database
-    std::string apiURI = _influxDBURI + "/api/v2/write?bucket=" + _influxDBDatabase + "/";
-    apiURI.shrink_to_fit();
-    http_config.url = apiURI.c_str();
-
-    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "API URI: " + apiURI);
-
-    esp_http_client_handle_t http_client = esp_http_client_init(&http_config);
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "client is initialized");
-
-    esp_http_client_set_header(http_client, "Content-Type", "text/plain");
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "header is set");
-
-    ESP_ERROR_CHECK(esp_http_client_set_post_field(http_client, payload.c_str(), payload.length()));
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "post payload is set");
-
-    esp_err_t err = ESP_ERROR_CHECK_WITHOUT_ABORT(esp_http_client_perform(http_client));
-
-    if( err == ESP_OK ) {
-      LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP request was performed");
-      int status_code = esp_http_client_get_status_code(http_client);
-      LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP status code" + std::to_string(status_code));
-    } else {
-      LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP request failed");
-    }
-    esp_http_client_cleanup(http_client);
-}
-*/
-
-
-void InfluxDBInit(std::string _uri, std::string _database, std::string _measurement, std::string _user, std::string _password){
-    _influxDBURI = _uri;
-    _influxDBDatabase = _database;
-    _influxDBMeasurement = _measurement;
-    _influxDBUser = _user;
-    _influxDBPassword = _password;
- 
-}
-
-void InfluxDBdestroy() {
-}
-
-#endif //ENABLE_INFLUXDB

code/components/jomjol_influxdb/interface_influxdb._h_old

@@ -1,24 +0,0 @@
-#ifdef ENABLE_INFLUXDB
-
-#pragma once
-#ifndef INTERFACE_INFLUXDB_H
-#define INTERFACE_INFLUXDB_H
-
-#include <string>
-#include <map>
-#include <functional>
-
-// Interface to InfluxDB v1.x
-void InfluxDBInit(std::string _influxDBURI, std::string _database, std::string _measurement, std::string _user, std::string _password);
-void InfluxDBPublish(std::string _key, std::string _content, std::string _timestamp);
-
-// Interface to InfluxDB v2.x
-void InfluxDB_V2_Init(std::string _uri, std::string _database, std::string _measurement, std::string _org, std::string _token);
-void InfluxDB_V2_Publish(std::string _key, std::string _content, std::string _timestamp);
-
-
-
-void InfluxDBdestroy();
-
-#endif //INTERFACE_INFLUXDB_H
-#endif //ENABLE_INFLUXDB

code/components/jomjol_influxdb/interface_influxdb.cpp

@@ -12,28 +12,25 @@ static const char *TAG = "INFLUXDB";
 
 std::string _influxDBURI;
 std::string _influxDBDatabase;
-std::string _influxDBMeasurement;
 std::string _influxDBUser;
 std::string _influxDBPassword;
 
 std::string _influxDB_V2_URI;
 std::string _influxDB_V2_Database;
-std::string _influxDB_V2_Measurement;
 std::string _influxDB_V2_Token;
 std::string _influxDB_V2_Org;
 
 static esp_err_t http_event_handler(esp_http_client_event_t *evt);
 
-void InfluxDB_V2_Init(std::string _uri, std::string _database, std::string _measurement, std::string _org, std::string _token)
+void InfluxDB_V2_Init(std::string _uri, std::string _database, std::string _org, std::string _token)
 {
     _influxDB_V2_URI = _uri;
     _influxDB_V2_Database = _database;
-    _influxDB_V2_Measurement = _measurement;
     _influxDB_V2_Org = _org;
     _influxDB_V2_Token = _token;
 }
 
-void InfluxDB_V2_Publish(std::string _key, std::string _content, std::string _timestamp) 
+void InfluxDB_V2_Publish(std::string _measurement, std::string _key, std::string _content, std::string _timestamp) 
 {
     char response_buffer[MAX_HTTP_OUTPUT_BUFFER] = {0};
     esp_http_client_config_t http_config = {
@@ -46,10 +43,8 @@ void InfluxDB_V2_Publish(std::string _key, std::string _content, std::string _ti
 
     LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "InfluxDB_V2_Publish - Key: " + _key + ", Content: " + _content + ", Timestamp: " + _timestamp);
 
-    // Format:     #define PREVALUE_TIME_FORMAT_OUTPUT "%Y-%m-%dT%H:%M:%S%z"
-
-    char nowTimestamp[21];
     std::string payload;
+    char nowTimestamp[21];
 
     if (_timestamp.length() > 0)
     {
@@ -57,20 +52,22 @@ void InfluxDB_V2_Publish(std::string _key, std::string _content, std::string _ti
         strptime(_timestamp.c_str(), PREVALUE_TIME_FORMAT_OUTPUT, &tm);
         time_t t = mktime(&tm); // Time in Localtime (looks like timezone is not used by strptime)
 
-        struct tm * ptm;
-        ptm = gmtime ( &t );
-        time_t utc = mktime(ptm);
-        utc = 2*t - utc;        // Take care of timezone (looks difficult, but is easy: t = t + (t - utc), weil t-utc = timezone)
+//        struct tm * ptm;
+//        ptm = gmtime ( &t );
+//        time_t utc = mktime(ptm);
+
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Use handover timestamp: " + _timestamp + " converted GMT timestamp: " + std::to_string(t));
 
-        sprintf(nowTimestamp,"%ld000000000", (long) utc);           // UTC
+//        utc = 2*t - utc;        // Take care of timezone (looks difficult, but is easy: t = t + (t - utc), weil t-utc = timezone)
+//        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "time conversion utc after: " + std::to_string(utc));
 
-        payload = _influxDB_V2_Measurement + " " + _key + "=" + _content + " " + nowTimestamp;
-//        payload = _influxDB_V2_Measurement + " " + _key + "=774 " + nowTimestamp;
+        sprintf(nowTimestamp,"%ld000000000", (long) t);           // UTC
+
+        payload = _measurement + " " + _key + "=" + _content + " " + nowTimestamp;
     }
     else
     {
-        payload = _influxDB_V2_Measurement + " " + _key + "=" + _content;
-//        payload = _influxDB_V2_Measurement + " " + _key + "=774";
+        payload = _measurement + " " + _key + "=" + _content;
     }
 
     payload.shrink_to_fit();
@@ -137,11 +134,14 @@ static esp_err_t http_event_handler(esp_http_client_event_t *evt)
          case HTTP_EVENT_DISCONNECTED:
             LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Client Disconnected");
             break;
+        case HTTP_EVENT_REDIRECT:
+            LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "HTTP Redirect");
+            break;
     }
     return ESP_OK;
 }
 
-void InfluxDBPublish(std::string _key, std::string _content, std::string _timestamp) {
+void InfluxDBPublish(std::string _measurement, std::string _key, std::string _content, std::string _timestamp) {
     char response_buffer[MAX_HTTP_OUTPUT_BUFFER] = {0};
     esp_http_client_config_t http_config = {
        .user_agent = "ESP32 Meter reader",
@@ -157,10 +157,10 @@ void InfluxDBPublish(std::string _key, std::string _content, std::string _timest
        http_config.auth_type = HTTP_AUTH_TYPE_BASIC;
     }
 
-    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "InfluxDBPublish - Key: " + _key + ", Content: " + _content + ", Timestamp: " + _timestamp);
-
-    char nowTimestamp[21];
     std::string payload;
+    char nowTimestamp[21];
+
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "InfluxDBPublish - Key: " + _key + ", Content: " + _content + ", Timestamp: " + _timestamp);
 
     if (_timestamp.length() > 0)
     {
@@ -168,19 +168,22 @@ void InfluxDBPublish(std::string _key, std::string _content, std::string _timest
         strptime(_timestamp.c_str(), PREVALUE_TIME_FORMAT_OUTPUT, &tm);
         time_t t = mktime(&tm); // Time in Localtime (looks like timezone is not used by strptime)
 
-        struct tm * ptm;
-        ptm = gmtime ( &t );
-        time_t utc = mktime(ptm);
-        utc = 2*t - utc;        // Take care of timezone (looks difficult, but is easy: t = t + (t - utc), weil t-utc = timezone)
+//        struct tm * ptm;
+//        ptm = gmtime ( &t );
+//        time_t utc = mktime(ptm);
 
-        sprintf(nowTimestamp,"%ld000000000", (long) utc);           // UTC
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Use handover timestamp: " + _timestamp + " converted GMT timestamp: " + std::to_string(t));
 
-        payload = _influxDBMeasurement + " " + _key + "=" + _content + " " + nowTimestamp;
-//        payload = _influxDBMeasurement + " " + _key + "=774 " + nowTimestamp;
+//        utc = 2*t - utc;        // Take care of timezone (looks difficult, but is easy: t = t + (t - utc), weil t-utc = timezone)
+//        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "time conversion utc after: " + std::to_string(utc));
+
+        sprintf(nowTimestamp,"%ld000000000", (long) t);           // UTC
+
+        payload = _measurement + " " + _key + "=" + _content + " " + nowTimestamp;
     }
     else
     {
-        payload = _influxDBMeasurement + " " + _key + "=" + _content;
+        payload = _measurement + " " + _key + "=" + _content;
     }
 
     payload.shrink_to_fit();
@@ -189,7 +192,9 @@ void InfluxDBPublish(std::string _key, std::string _content, std::string _timest
 
 
     // use the default retention policy of the database
-    std::string apiURI = _influxDBURI + "/write?db=" + _influxDBDatabase + "/";
+    std::string apiURI = _influxDBURI + "/write?db=" + _influxDBDatabase;
+//    std::string apiURI = _influxDBURI + "/api/v2/write?bucket=" + _influxDBDatabase + "/";
+
     apiURI.shrink_to_fit();
     http_config.url = apiURI.c_str();
 
@@ -217,10 +222,9 @@ void InfluxDBPublish(std::string _key, std::string _content, std::string _timest
 }
 
 
-void InfluxDBInit(std::string _uri, std::string _database, std::string _measurement, std::string _user, std::string _password){
+void InfluxDBInit(std::string _uri, std::string _database, std::string _user, std::string _password){
     _influxDBURI = _uri;
     _influxDBDatabase = _database;
-    _influxDBMeasurement = _measurement;
     _influxDBUser = _user;
     _influxDBPassword = _password;
  

code/components/jomjol_influxdb/interface_influxdb.h

@@ -9,12 +9,12 @@
 #include <functional>
 
 // Interface to InfluxDB v1.x
-void InfluxDBInit(std::string _influxDBURI, std::string _database, std::string _measurement, std::string _user, std::string _password);
-void InfluxDBPublish(std::string _key, std::string _content, std::string _timestamp);
+void InfluxDBInit(std::string _influxDBURI, std::string _database, std::string _user, std::string _password);
+void InfluxDBPublish(std::string _measurement, std::string _key, std::string _content, std::string _timestamp);
 
 // Interface to InfluxDB v2.x
-void InfluxDB_V2_Init(std::string _uri, std::string _database, std::string _measurement, std::string _org, std::string _token);
-void InfluxDB_V2_Publish(std::string _key, std::string _content, std::string _timestamp);
+void InfluxDB_V2_Init(std::string _uri, std::string _database, std::string _org, std::string _token);
+void InfluxDB_V2_Publish(std::string _measurement, std::string _key, std::string _content, std::string _timestamp);
 
 
 

code/components/jomjol_mqtt/CMakeLists.txt

@@ -2,4 +2,4 @@ FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
 
 idf_component_register(SRCS ${app_sources}
                     INCLUDE_DIRS "."
-                    REQUIRES tflite-lib mqtt jomjol_tfliteclass jomjol_helper jomjol_mqtt jomjol_wlan)
+                    REQUIRES esp_timer tflite-lib mqtt jomjol_tfliteclass jomjol_helper jomjol_mqtt jomjol_wlan json)

code/components/jomjol_mqtt/interface_mqtt.cpp

@@ -5,7 +5,8 @@
 #include "connect_wlan.h"
 #include "mqtt_client.h"
 #include "ClassLogFile.h"
-#include "server_tflite.h"
+#include "MainFlowControl.h"
+#include "cJSON.h"
 #include "../../include/defines.h"
 
 static const char *TAG = "MQTT IF";
@@ -185,7 +186,7 @@ static esp_err_t mqtt_event_handler_cb(esp_mqtt_event_handle_t event) {
 
 
 static void mqtt_event_handler(void *handler_args, esp_event_base_t base, int32_t event_id, void *event_data) {
-    ESP_LOGD(TAG, "Event dispatched from event loop base=%s, event_id=%d", base, event_id);
+    ESP_LOGD(TAG, "Event dispatched from event loop base=%s, event_id=%d", base, (int)event_id);
     mqtt_event_handler_cb((esp_mqtt_event_handle_t) event_data);
 }
 
@@ -247,24 +248,24 @@ int MQTT_Init() {
     LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Init");
     MQTTdestroy_client(false);
 
-    esp_mqtt_client_config_t mqtt_cfg = {
-        .uri = uri.c_str(),
-        .client_id = client_id.c_str(),
-        .lwt_topic = lwt_topic.c_str(),
-        .lwt_msg = lwt_disconnected.c_str(),
-        .lwt_retain = 1,
-        .lwt_msg_len = (int)(lwt_disconnected.length()),
-        .keepalive = keepalive,
-        .disable_auto_reconnect = false,        // Reconnection routine active (Default: false)
-        .buffer_size = 1536,                    // size of MQTT send/receive buffer (Default: 1024)
-        .reconnect_timeout_ms = 15000,          // Try to reconnect to broker (Default: 10000ms)
-        .network_timeout_ms = 20000,            // Network Timeout (Default: 10000ms)
-        .message_retransmit_timeout = 3000      // Time after message resent when broker not acknowledged (QoS1, QoS2)
-    };
+    esp_mqtt_client_config_t mqtt_cfg = { };
+
+    mqtt_cfg.broker.address.uri = uri.c_str();
+    mqtt_cfg.credentials.client_id = client_id.c_str();
+    mqtt_cfg.network.disable_auto_reconnect = false;     // Reconnection routine active (Default: false)
+    mqtt_cfg.network.reconnect_timeout_ms = 15000;       // Try to reconnect to broker (Default: 10000ms)
+    mqtt_cfg.network.timeout_ms = 20000;                 // Network Timeout (Default: 10000ms)
+    mqtt_cfg.session.message_retransmit_timeout = 3000;  // Time after message resent when broker not acknowledged (QoS1, QoS2)
+    mqtt_cfg.session.last_will.topic = lwt_topic.c_str();
+    mqtt_cfg.session.last_will.retain = 1;
+    mqtt_cfg.session.last_will.msg = lwt_disconnected.c_str();
+    mqtt_cfg.session.last_will.msg_len = (int)(lwt_disconnected.length());
+    mqtt_cfg.session.keepalive = keepalive;
+    mqtt_cfg.buffer.size = 1536;                         // size of MQTT send/receive buffer (Default: 1024)
 
     if (user.length() && password.length()){
-        mqtt_cfg.username = user.c_str();
-        mqtt_cfg.password = password.c_str();
+        mqtt_cfg.credentials.username = user.c_str();
+        mqtt_cfg.credentials.authentication.password = password.c_str();
     }
 
     #ifdef DEBUG_DETAIL_ON  
@@ -336,17 +337,54 @@ bool getMQTTisConnected() {
 }
 
 
-bool mqtt_handler_flow_start(std::string _topic, char* _data, int _data_len) {
+bool mqtt_handler_flow_start(std::string _topic, char* _data, int _data_len) 
+{
     ESP_LOGD(TAG, "Handler called: topic %s, data %.*s", _topic.c_str(), _data_len, _data);
 
     if (_data_len > 0) {
         MQTTCtrlFlowStart(_topic);
     }
+    else {
+        LogFile.WriteToFile(ESP_LOG_WARN, TAG, "handler_flow_start: handler called, but no data");
+    }
 
     return ESP_OK;
 }
 
 
+bool mqtt_handler_set_prevalue(std::string _topic, char* _data, int _data_len) 
+{
+    //ESP_LOGD(TAG, "Handler called: topic %s, data %.*s", _topic.c_str(), _data_len, _data);
+    //example: {"numbersname": "main", "value": 12345.1234567}
+
+    if (_data_len > 0) {    // Check if data length > 0
+        cJSON *jsonData = cJSON_Parse(_data);
+        cJSON *numbersname = cJSON_GetObjectItemCaseSensitive(jsonData, "numbersname");
+        cJSON *value = cJSON_GetObjectItemCaseSensitive(jsonData, "value");
+
+        if (cJSON_IsString(numbersname) && (numbersname->valuestring != NULL)) {    // Check if numbersname is valid
+            if (cJSON_IsNumber(value)) {   // Check if value is a number
+                LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "handler_set_prevalue called: numbersname: " + std::string(numbersname->valuestring) + 
+                                                                                         ", value: " + std::to_string(value->valuedouble));
+                if (flowctrl.UpdatePrevalue(std::to_string(value->valuedouble), std::string(numbersname->valuestring), true))
+                    return ESP_OK;
+            }
+            else {
+                LogFile.WriteToFile(ESP_LOG_WARN, TAG, "handler_set_prevalue: value not a valid number (\"value\": 12345.12345)");
+            }
+        }
+        else {
+            LogFile.WriteToFile(ESP_LOG_WARN, TAG, "handler_set_prevalue: numbersname not a valid string (\"numbersname\": \"main\")");
+        }
+    }
+    else {
+        LogFile.WriteToFile(ESP_LOG_WARN, TAG, "handler_set_prevalue: handler called, but no data received");
+    }
+
+    return ESP_FAIL;
+}
+
+
 void MQTTconnected(){
     if (mqtt_connected) {
         LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Connected to broker");
@@ -358,9 +396,14 @@ void MQTTconnected(){
             }
         }
 
-        /* Subcribe to topics */
-        std::function<bool(std::string topic, char* data, int data_len)> subHandler = mqtt_handler_flow_start;     
-        MQTTregisterSubscribeFunction(maintopic + "/ctrl/flow_start", subHandler);        // subcribe to maintopic/ctrl/flow_start
+        // Subcribe to topics
+        // Note: Further subsriptions are handled in GPIO class
+        //*****************************************
+        std::function<bool(std::string topic, char* data, int data_len)> subHandler1 = mqtt_handler_flow_start;     
+        MQTTregisterSubscribeFunction(maintopic + "/ctrl/flow_start", subHandler1);        // subcribe to maintopic/ctrl/flow_start
+
+        std::function<bool(std::string topic, char* data, int data_len)> subHandler2 = mqtt_handler_set_prevalue;     
+        MQTTregisterSubscribeFunction(maintopic + "/ctrl/set_prevalue", subHandler2);      // subcribe to maintopic/ctrl/set_prevalue
 
        if (subscribeFunktionMap != NULL) {
             for(std::map<std::string, std::function<bool(std::string, char*, int)>>::iterator it = subscribeFunktionMap->begin(); it != subscribeFunktionMap->end(); ++it) {

code/components/jomjol_tfliteclass/CMakeLists.txt

@@ -2,6 +2,6 @@ FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
 
 idf_component_register(SRCS ${app_sources}
                     INCLUDE_DIRS "."
-                    REQUIRES jomjol_image_proc jomjol_logfile esp_http_server esp32-camera jomjol_controlcamera jomjol_flowcontroll jomjol_helper)
+                    REQUIRES jomjol_image_proc jomjol_logfile jomjol_flowcontroll jomjol_helper)
 
 

code/components/jomjol_tfliteclass/CTfLiteClass.cpp

@@ -243,15 +243,22 @@ bool CTfLiteClass::ReadFileToModel(std::string _fn)
 
     if (size == -1)
     {
-        ESP_LOGE(TAG, "CTfLiteClass::ReadFileToModel: Model file doesn't exist: %s", _fn.c_str());
+        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Model file doesn't exist: " + _fn + "!");
         return false;
     }
+    else if(size > MAX_MODEL_SIZE) {
+        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Unable to load model '" + _fn + "'! It does not fit in the reserved shared memory in PSRAM!");
+        return false;
+    }
+
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Loading Model " + _fn + " /size: " + std::to_string(size) + " bytes...");
+
 
 #ifdef DEBUG_DETAIL_ON      
         LogFile.WriteHeapInfo("CTLiteClass::Alloc modelfile start");
 #endif
 
-    modelfile = (unsigned char*)malloc_psram_heap(std::string(TAG) + "->modelfile", size, MALLOC_CAP_SPIRAM);
+    modelfile = (unsigned char*)psram_get_shared_model_memory();
   
 	  if(modelfile != NULL) 
     {
@@ -304,9 +311,9 @@ CTfLiteClass::CTfLiteClass()
     this->modelfile = NULL;
     this->interpreter = nullptr;
     this->input = nullptr;
-    this->output = nullptr;  
-    this->kTensorArenaSize = 800 * 1024;   /// according to testfile: 108000 - so far 600;; 2021-09-11: 200 * 1024
-    this->tensor_arena = (uint8_t*)malloc_psram_heap(std::string(TAG) + "->tensor_arena", kTensorArenaSize, MALLOC_CAP_SPIRAM);
+    this->output = nullptr;
+    this->kTensorArenaSize = TENSOR_ARENA_SIZE;
+    this->tensor_arena = (uint8_t*)psram_get_shared_tensor_arena_memory();
 }
 
 
@@ -315,8 +322,7 @@ CTfLiteClass::~CTfLiteClass()
   delete this->interpreter;
   delete this->error_reporter;
 
-  free_psram_heap(std::string(TAG) + "->modelfile", modelfile);
-  free_psram_heap(std::string(TAG) + "->tensor_arena", this->tensor_arena);
+  psram_free_shared_tensor_arena_and_model_memory();
 }        
 
 

code/components/jomjol_time_sntp/time_sntp.cpp

@@ -7,7 +7,6 @@
 #include "freertos/task.h"
 #include "freertos/event_groups.h"
 #include "esp_system.h"
-#include "esp_event.h"
 #include "esp_log.h"
 #include "esp_attr.h"
 #include "esp_sleep.h"
@@ -72,6 +71,24 @@ void time_sync_notification_cb(struct timeval *tv)
 }
 
 
+bool time_manual_reset_sync(void)
+{
+    sntp_restart();
+//    sntp_init();
+    int retry = 0;
+    const int retry_count = 10;
+    while (sntp_get_sync_status() == SNTP_SYNC_STATUS_RESET && ++retry < retry_count) {
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Waiting for system time to be set... " + std::to_string(retry) + "/" + std::to_string(retry_count));
+        vTaskDelay(2000 / portTICK_PERIOD_MS);
+    }
+    if (retry >= retry_count)
+        return false;
+
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Waiting for system time successfull with " + std::to_string(retry) + "/" + std::to_string(retry_count));
+    return true;
+}
+
+
 void setTimeZone(std::string _tzstring)
 {
     setenv("TZ", _tzstring.c_str(), 1);
@@ -220,11 +237,16 @@ bool setupTime() {
         LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Configuring NTP Client...");        
         sntp_setoperatingmode(SNTP_OPMODE_POLL);
         sntp_setservername(0, timeServer.c_str());
-        sntp_init();
-
         sntp_set_time_sync_notification_cb(time_sync_notification_cb);
-
         setTimeZone(timeZone);
+
+        sntp_init();
+/*        
+        if (!wait_for_timesync())
+        {
+            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Timesync at startup failed.");        
+        }
+*/
     }
 
 
@@ -250,3 +272,5 @@ bool setupTime() {
 
     return true;
 }
+
+

code/components/jomjol_time_sntp/time_sntp.h

@@ -11,7 +11,6 @@
 #include "freertos/task.h"
 #include "freertos/event_groups.h"
 #include "esp_system.h"
-#include "esp_event.h"
 #include "esp_log.h"
 #include "esp_attr.h"
 #include "esp_sleep.h"
@@ -27,4 +26,7 @@ bool getTimeWasNotSetAtBoot(void);
 bool getUseNtp(void);
 bool setupTime();
 
+bool time_manual_reset_sync(void);
+
+
 #endif //TIMESNTP_H

code/components/jomjol_wlan/CMakeLists.txt

@@ -2,6 +2,6 @@ FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
 
 idf_component_register(SRCS ${app_sources}
                     INCLUDE_DIRS "."
-                    REQUIRES nvs_flash jomjol_helper jomjol_mqtt wpa_supplicant)
+                    REQUIRES esp_wifi nvs_flash jomjol_helper jomjol_mqtt wpa_supplicant)
 
 

code/components/jomjol_wlan/connect_wlan.cpp

@@ -19,7 +19,7 @@
 #include "esp_mbo.h"
 #include "esp_mac.h"
 #include "esp_netif.h"
-#include "esp_event.h"
+#include <netdb.h>
 #include "esp_log.h"
 #include "nvs_flash.h"
 
@@ -36,6 +36,20 @@
 
 #include "../../include/defines.h"
 
+#if (ESP_IDF_VERSION_MAJOR >= 5)
+#include "soc/periph_defs.h"
+#include "esp_private/periph_ctrl.h"
+#include "soc/gpio_sig_map.h"
+#include "soc/gpio_periph.h"
+#include "soc/io_mux_reg.h"
+#include "esp_rom_gpio.h"
+#define gpio_pad_select_gpio esp_rom_gpio_pad_select_gpio
+#define gpio_matrix_in(a,b,c) esp_rom_gpio_connect_in_signal(a,b,c)
+#define gpio_matrix_out(a,b,c,d) esp_rom_gpio_connect_out_signal(a,b,c,d)
+#define ets_delay_us(a) esp_rom_delay_us(a)
+#endif
+
+esp_netif_t *sta_netif = NULL;
 
 static const char *TAG = "WIFI";
 
@@ -173,7 +187,7 @@ static char * get_btm_neighbor_list(uint8_t *report, size_t report_len)
 			pos += s_len;
 		}
 				
-		ESP_LOGI(TAG, "Roaming: RMM neigbor report bssid=" MACSTR
+		ESP_LOGI(TAG, "Roaming: RMM neighbor report bssid=" MACSTR
 				" info=0x%x op_class=%u chan=%u phy_type=%u%s%s%s%s",
 				MAC2STR(nr), WPA_GET_LE32(nr + ETH_ALEN),
 				nr[ETH_ALEN + 4], nr[ETH_ALEN + 5],
@@ -182,7 +196,7 @@ static char * get_btm_neighbor_list(uint8_t *report, size_t report_len)
 				civic[0] ? " civic=" : "", civic);
 
 		
-		LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Roaming: RMM neigbor report BSSID: " + BssidToString((char*)nr) + 
+		LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Roaming: RMM neighbor report BSSID: " + BssidToString((char*)nr) + 
 		                                        ", Channel: " + std::to_string(nr[ETH_ALEN + 5]));
 
 		/* neighbor start */
@@ -365,7 +379,7 @@ void wifi_scan(void)
 	else {
     	if (esp_wifi_scan_get_ap_records(&max_number_of_ap_found, wifi_ap_records) != ESP_OK) { // Retrieve results (and free internal heap)
 			LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "wifi_scan: esp_wifi_scan_get_ap_records: Error retrieving datasets");
-			free(wifi_ap_records);
+			delete wifi_ap_records;
 			return;
 		}
 	}
@@ -388,7 +402,7 @@ void wifi_scan(void)
 			APWithBetterRSSI = true;
         }
 	}
-    free(wifi_ap_records);
+	delete wifi_ap_records;
 }
 
 
@@ -636,7 +650,7 @@ esp_err_t wifi_init_sta(void)
 
     if (!wlan_config.hostname.empty())
     {
-        retval = tcpip_adapter_set_hostname(TCPIP_ADAPTER_IF_STA , wlan_config.hostname.c_str());
+        retval = esp_netif_set_hostname(my_sta, wlan_config.hostname.c_str());
         if(retval != ESP_OK ) {
 			LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Failed to set hostname! Error: " + std::to_string(retval));
         }

code/components/miniz/CMakeLists.txt

@@ -1,6 +0,0 @@
-FILE(GLOB_RECURSE app_sources ${CMAKE_CURRENT_SOURCE_DIR}/*.*)
-
-idf_component_register(SRCS ${app_sources}
-                    INCLUDE_DIRS "." "../../include")
-
-

code/components/stb

@@ -0,0 +1 @@
+Subproject commit 5736b15f7ea0ffb08dd38af21067c314d6a3aae9

code/dependencies.lock

@@ -1,3 +1,3 @@
-manifest_hash: 4e37bb0f9273c4de05f38688720fe32aa6e5b892452694a4f7a2ca1659f02cf6
+manifest_hash: 63f5c6c9f0bcebc7b9ca12d2aa8b26b2c5f5218d377dc4b2375d9b9ca1df7815
 target: esp32
 version: 1.0.0

code/include/defines.h

@@ -55,39 +55,48 @@
 
     //compiler optimization for tflite-micro-esp-examples
     #define XTENSA
-    //#define CONFIG_IDF_TARGET_ARCH_XTENSA //not needed with platformio/espressif32 @ 5.2.0
+    //#define CONFIG_IDF_TARGET_ARCH_XTENSA     //not needed with platformio/espressif32 @ 5.2.0
 
 
-    //ClassControllCamera + ClassFlowTakeImage + connect_wlan + main
-    #define FLASH_GPIO GPIO_NUM_4
-    #define BLINK_GPIO GPIO_NUM_33
+    //Statusled + ClassControllCamera
+    #define BLINK_GPIO GPIO_NUM_33              // PIN for red board LED
 
-    //interface_mqtt + read_wlanini
-    #define __HIDE_PASSWORD
 
     //ClassControllCamera
-    #define USE_PWM_LEDFLASH // if __LEDGLOBAL is defined, a global variable is used for LED control, otherwise locally and each time a new
-    
-    //server_GPIO
-    #define __LEDGLOBAL
+    #define FLASH_GPIO GPIO_NUM_4               // PIN for flashlight LED
+    #define USE_PWM_LEDFLASH                    // if __LEDGLOBAL is defined, a global variable is used for LED control, otherwise locally and each time a new
+    #define CAM_LIVESTREAM_REFRESHRATE 500      // Camera livestream feature: Waiting time in milliseconds to refresh image
+
 
     //ClassControllCamera + ClassFlowTakeImage
     #define CAMERA_MODEL_AI_THINKER
     #define BOARD_ESP32CAM_AITHINKER
 
+
+    //server_GPIO
+    #define __LEDGLOBAL
+
+
     //server_GPIO + server_file + SoftAP
     #define CONFIG_FILE "/sdcard/config/config.ini"
     #define CONFIG_FILE_BACKUP "/sdcard/config/config.bak"
 
+
+    //interface_mqtt + read_wlanini
+    #define __HIDE_PASSWORD
+
+
     //ClassFlowControll + Main + SoftAP
     #define WLAN_CONFIG_FILE "/sdcard/wlan.ini"
 
+
     //main
     #define __SD_USE_ONE_LINE_MODE__
 
     // server_file + Helper
      #define FILE_PATH_MAX (255) //Max length a file path can have on storage
     
+
     //server_file +(ota_page.html + upload_script.html)
     #define MAX_FILE_SIZE   (8000*1024) // 8 MB Max size of an individual file. Make sure this value is same as that set in upload_script.html and ota_page.html!
     #define MAX_FILE_SIZE_STR "8MB"
@@ -98,37 +107,45 @@
     #define SERVER_HELPER_SCRATCH_BUFSIZE  8192
     #define SERVER_OTA_SCRATCH_BUFSIZE  1024 
 
+
     //server_file + server_help
     #define IS_FILE_EXT(filename, ext) \
     (strcasecmp(&filename[strlen(filename) - sizeof(ext) + 1], ext) == 0)
 
+
     //server_ota
     #define HASH_LEN 32 // SHA-256 digest length
     #define OTA_URL_SIZE 256
 
+
     //ClassFlow + ClassFlowImage + server_tflite
     #define LOGFILE_TIME_FORMAT "%Y%m%d-%H%M%S"
     #define LOGFILE_TIME_FORMAT_DATE_EXTR substr(0, 8)
     #define LOGFILE_TIME_FORMAT_HOUR_EXTR substr(9, 2)
 
+
     //ClassFlowControll
     #define READOUT_TYPE_VALUE 0
     #define READOUT_TYPE_PREVALUE 1
     #define READOUT_TYPE_RAWVALUE 2
     #define READOUT_TYPE_ERROR 3
 
+
     //ClassFlowControll: Serve alg_roi.jpg from memory as JPG
     #define ALGROI_LOAD_FROM_MEM_AS_JPG // Load ALG_ROI.JPG as rendered JPG from RAM
 
+
     //ClassFlowMQTT
     #define LWT_TOPIC        "connection"
     #define LWT_CONNECTED    "connected"
     #define LWT_DISCONNECTED "connection lost"
 
+
     //ClassFlowPostProcessing
     #define PREVALUE_TIME_FORMAT_OUTPUT "%Y-%m-%dT%H:%M:%S%z"
     #define PREVALUE_TIME_FORMAT_INPUT "%d-%d-%dT%d:%d:%d"
 
+
     //CImageBasis
     #define HTTP_BUFFER_SENT 1024
     #define MAX_JPG_SIZE 128000
@@ -139,14 +156,17 @@
     //#define STB_IMAGE_RESIZE_IMPLEMENTATION
     #define STBI_ONLY_JPEG // (save 2% of Flash, but breaks the alignment mark generation, see https://github.com/jomjol/AI-on-the-edge-device/issues/1721)
 
+
     //interface_influxdb
     #define MAX_HTTP_OUTPUT_BUFFER 2048
 
+
     //server_mqtt
     #define LWT_TOPIC        "connection"
     #define LWT_CONNECTED    "connected"
     #define LWT_DISCONNECTED "connection lost"
 
+
     //CTfLiteClass
     #define TFLITE_MINIMAL_CHECK(x)                              \
         if (!(x)) {                                                \
@@ -188,6 +208,12 @@
     //#define DEBUG_DETAIL_ON 
 
 
+/////////////////////////////////////////////
+////      PSRAM Allocations              ////
+/////////////////////////////////////////////
+#define MAX_MODEL_SIZE            (unsigned int)(1.3 * 1024 * 1024) // Space for the currently largest model (1.1 MB) + some spare
+#define TENSOR_ARENA_SIZE         800 * 1024 // Space for the Tensor Arena, (819200 Bytes)
+#define IMAGE_SIZE                640 * 480 * 3 // Space for a extracted image (921600 Bytes)
 /////////////////////////////////////////////
 ////      Conditionnal definitions       ////
 /////////////////////////////////////////////

code/main/CMakeLists.txt

@@ -66,5 +66,4 @@ FILE(GLOB_RECURSE app_sources ${CMAKE_SOURCE_DIR}/main/*.*)
 
 idf_component_register(SRCS ${app_sources}
                     INCLUDE_DIRS "."
-                   # REQUIRES esp_psram) # comming in IDF 5.0
-                    )
+                    REQUIRES esp_psram)

code/main/main.cpp

@@ -9,11 +9,14 @@
 
 //#include "driver/gpio.h"
 //#include "sdkconfig.h"
-//#include "esp_psram.h" // Comming in IDF 5.0, see https://docs.espressif.com/projects/esp-idf/en/v5.0-beta1/esp32/migration-guides/release-5.x/system.html?highlight=esp_psram_get_size
-//#include "spiram.h"
-#include "esp32/spiram.h"
+#include "esp_psram.h"
 #include "esp_pm.h"
 
+#include "psram.h"
+
+#include "esp_chip_info.h"
+
+
 
 // SD-Card ////////////////////
 //#include "nvs_flash.h"
@@ -30,7 +33,7 @@
 #include "read_wlanini.h"
 
 #include "server_main.h"
-#include "server_tflite.h"
+#include "MainFlowControl.h"
 #include "server_file.h"
 #include "server_ota.h"
 #include "time_sntp.h"
@@ -63,6 +66,11 @@
 #endif
 #endif //DEBUG_ENABLE_SYSINFO
 
+// define `gpio_pad_select_gpip` for newer versions of IDF
+#if (ESP_IDF_VERSION >= ESP_IDF_VERSION_VAL(4, 3, 0))
+#include "esp_rom_gpio.h"
+#define gpio_pad_select_gpio esp_rom_gpio_pad_select_gpio
+#endif
 
 #ifdef USE_HIMEM_IF_AVAILABLE
     #include "esp32/himem.h"
@@ -186,15 +194,6 @@ extern "C" void app_main(void)
     // ********************************************
     ESP_LOGI(TAG, "\n\n\n\n================ Start app_main =================");
  
-    // Init camera
-    // ********************************************
-    PowerResetCamera();
-    esp_err_t camStatus = Camera.InitCam();
-    Camera.LightOnOff(false);
-
-    xDelay = 2000 / portTICK_PERIOD_MS;
-    ESP_LOGD(TAG, "After camera initialization: sleep for: %ldms", (long) xDelay * CONFIG_FREERTOS_HZ/portTICK_PERIOD_MS);
-    vTaskDelay( xDelay );
 
     // Init SD card
     // ********************************************
@@ -216,6 +215,105 @@ extern "C" void app_main(void)
     LogFile.WriteToFile(ESP_LOG_INFO, TAG, "==================== Start ======================");
     LogFile.WriteToFile(ESP_LOG_INFO, TAG, "=================================================");
 
+
+    // Init external PSRAM
+    // ********************************************
+    esp_err_t PSRAMStatus = esp_psram_init();
+    if (PSRAMStatus == ESP_FAIL) {  // ESP_FAIL -> Failed to init PSRAM
+        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "PSRAM init failed (" + std::to_string(PSRAMStatus) + ")! PSRAM not found or defective");
+        setSystemStatusFlag(SYSTEM_STATUS_PSRAM_BAD);
+        StatusLED(PSRAM_INIT, 1, true);
+    }
+    else { // ESP_OK -> PSRAM init OK --> continue to check PSRAM size
+        size_t psram_size = esp_psram_get_size(); // size_t psram_size = esp_psram_get_size(); // comming in IDF 5.0
+        LogFile.WriteToFile(ESP_LOG_INFO, TAG, "PSRAM size: " + std::to_string(psram_size) + " byte (" + std::to_string(psram_size/1024/1024) + 
+                                               "MB / " + std::to_string(psram_size/1024/1024*8) + "MBit)");
+
+        // Check PSRAM size
+        // ********************************************
+        if (psram_size < (4*1024*1024)) { // PSRAM is below 4 MBytes (32Mbit)
+            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "PSRAM size >= 4MB (32Mbit) is mandatory to run this application");
+            setSystemStatusFlag(SYSTEM_STATUS_PSRAM_BAD);
+            StatusLED(PSRAM_INIT, 2, true);
+        }
+        else { // PSRAM size OK --> continue to check heap size
+            size_t _hsize = getESPHeapSize();
+            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Total heap: " + std::to_string(_hsize) + " byte");
+
+            // Check heap memory
+            // ********************************************
+            if (_hsize < 4000000) { // Check available Heap memory for a bit less than 4 MB (a test on a good device showed 4187558 bytes to be available)
+                LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Total heap >= 4000000 byte is mandatory to run this application");
+                setSystemStatusFlag(SYSTEM_STATUS_HEAP_TOO_SMALL);
+                StatusLED(PSRAM_INIT, 3, true);
+            }
+            else { // HEAP size OK --> continue to reserve shared memory block and check camera init
+                /* Allocate static PSRAM memory regions */
+                if (! reserve_psram_shared_region()) {
+                    setSystemStatusFlag(SYSTEM_STATUS_HEAP_TOO_SMALL);
+                    StatusLED(PSRAM_INIT, 3, true);
+                }
+                else { // OK
+                    // Init camera
+                    // ********************************************
+                    PowerResetCamera();
+                    esp_err_t camStatus = Camera.InitCam();
+                    Camera.LightOnOff(false);
+
+                    xDelay = 2000 / portTICK_PERIOD_MS;
+                    ESP_LOGD(TAG, "After camera initialization: sleep for: %ldms", (long) xDelay * CONFIG_FREERTOS_HZ/portTICK_PERIOD_MS);
+                    vTaskDelay( xDelay );
+
+
+                    // Check camera init
+                    // ********************************************
+                    if (camStatus != ESP_OK) { // Camera init failed, retry to init
+                        char camStatusHex[33];
+                        sprintf(camStatusHex,"0x%02x", camStatus);
+                        LogFile.WriteToFile(ESP_LOG_WARN, TAG, "Camera init failed (" + std::string(camStatusHex) + "), retrying...");
+
+                        PowerResetCamera();
+                        camStatus = Camera.InitCam();
+                        Camera.LightOnOff(false);
+
+                        xDelay = 2000 / portTICK_PERIOD_MS;
+                        ESP_LOGD(TAG, "After camera initialization: sleep for: %ldms", (long) xDelay * CONFIG_FREERTOS_HZ/portTICK_PERIOD_MS);
+                        vTaskDelay( xDelay ); 
+
+                        if (camStatus != ESP_OK) { // Camera init failed again
+                            sprintf(camStatusHex,"0x%02x", camStatus);
+                            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Camera init failed (" + std::string(camStatusHex) +
+                                                                    ")! Check camera module and/or proper electrical connection");
+                            setSystemStatusFlag(SYSTEM_STATUS_CAM_BAD);
+                            StatusLED(CAM_INIT, 1, true);
+                        }
+                    }
+                    else { // ESP_OK -> Camera init OK --> continue to perform camera framebuffer check
+                        // Camera framebuffer check
+                        // ********************************************
+                        if (!Camera.testCamera()) {
+                            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Camera framebuffer check failed");
+                            // Easiest would be to simply restart here and try again,
+                            // how ever there seem to be systems where it fails at startup but still work correctly later.
+                            // Therefore we treat it still as successed! */
+                            setSystemStatusFlag(SYSTEM_STATUS_CAM_FB_BAD);
+                            StatusLED(CAM_INIT, 2, false);
+                        }
+                        Camera.LightOnOff(false);   // make sure flashlight is off before start of flow
+
+                        // Print camera infos
+                        // ********************************************
+                        char caminfo[50];
+                        sensor_t * s = esp_camera_sensor_get();
+                        sprintf(caminfo, "PID: 0x%02x, VER: 0x%02x, MIDL: 0x%02x, MIDH: 0x%02x", s->id.PID, s->id.VER, s->id.MIDH, s->id.MIDL);
+                        LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Camera info: " + std::string(caminfo));
+                    }
+                }
+            }
+        }
+    }
+
+
     // SD card: basic R/W check
     // ********************************************
     int iSDCardStatus = SDCardCheckRW();
@@ -337,6 +435,16 @@ extern "C" void app_main(void)
     ESP_LOGD(TAG, "main: sleep for: %ldms", (long) xDelay * CONFIG_FREERTOS_HZ/portTICK_PERIOD_MS);
     vTaskDelay( xDelay );
 
+
+    // manual reset the time
+    // ********************************************
+    if (!time_manual_reset_sync())
+    {
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Manual Time Sync failed during startup" );
+    }
+
+
+
     // Set log level for wifi component to WARN level (default: INFO; only relevant for serial console)
     // ********************************************
     esp_log_level_set("wifi", ESP_LOG_WARN);
@@ -360,84 +468,7 @@ extern "C" void app_main(void)
         #endif
     #endif
    
-    // Init external PSRAM
-    // ********************************************
-    esp_err_t PSRAMStatus = esp_spiram_init();
-    if (PSRAMStatus != ESP_OK) {  // ESP_FAIL -> Failed to init PSRAM
-        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "PSRAM init failed (" + std::to_string(PSRAMStatus) + ")! PSRAM not found or defective");
-        setSystemStatusFlag(SYSTEM_STATUS_PSRAM_BAD);
-        StatusLED(PSRAM_INIT, 1, true);
-    }
-    else { // ESP_OK -> PSRAM init OK --> continue to check PSRAM size
-        size_t psram_size = esp_spiram_get_size(); // size_t psram_size = esp_psram_get_size(); // comming in IDF 5.0
-        LogFile.WriteToFile(ESP_LOG_INFO, TAG, "PSRAM size: " + std::to_string(psram_size) + " byte (" + std::to_string(psram_size/1024/1024) + 
-                                               "MB / " + std::to_string(psram_size/1024/1024*8) + "MBit)");
-
-        // Check PSRAM size
-        // ********************************************
-        if (psram_size < (4*1024*1024)) { // PSRAM is below 4 MBytes (32Mbit)
-            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "PSRAM size >= 4MB (32Mbit) is mandatory to run this application");
-            setSystemStatusFlag(SYSTEM_STATUS_PSRAM_BAD);
-            StatusLED(PSRAM_INIT, 2, true);
-        }
-        else { // PSRAM size OK --> continue to check heap size
-            size_t _hsize = getESPHeapSize();
-            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Total heap: " + std::to_string(_hsize) + " byte");
-
-            // Check heap memory
-            // ********************************************
-            if (_hsize < 4000000) { // Check available Heap memory for a bit less than 4 MB (a test on a good device showed 4187558 bytes to be available)
-                LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Total heap >= 4000000 byte is mandatory to run this application");
-                setSystemStatusFlag(SYSTEM_STATUS_HEAP_TOO_SMALL);
-                StatusLED(PSRAM_INIT, 3, true);
-            }
-            else { // HEAP size OK --> continue to check camera init
-                // Check camera init
-                // ********************************************
-                if (camStatus != ESP_OK) { // Camera init failed, retry to init
-                    char camStatusHex[33];
-                    sprintf(camStatusHex,"0x%02x", camStatus);
-                    LogFile.WriteToFile(ESP_LOG_WARN, TAG, "Camera init failed (" + std::string(camStatusHex) + "), retrying...");
-
-                    PowerResetCamera();
-                    camStatus = Camera.InitCam();
-                    Camera.LightOnOff(false);
-
-                    xDelay = 2000 / portTICK_PERIOD_MS;
-                    ESP_LOGD(TAG, "After camera initialization: sleep for: %ldms", (long) xDelay * CONFIG_FREERTOS_HZ/portTICK_PERIOD_MS);
-                    vTaskDelay( xDelay ); 
-
-                    if (camStatus != ESP_OK) { // Camera init failed again
-                        sprintf(camStatusHex,"0x%02x", camStatus);
-                        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Camera init failed (" + std::string(camStatusHex) +
-                                                                ")! Check camera module and/or proper electrical connection");
-                        setSystemStatusFlag(SYSTEM_STATUS_CAM_BAD);
-                        StatusLED(CAM_INIT, 1, true);
-                    }
-                }
-                else { // ESP_OK -> Camera init OK --> continue to perform camera framebuffer check
-                    // Camera framebuffer check
-                    // ********************************************
-                    if (!Camera.testCamera()) {
-                        LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Camera framebuffer check failed");
-                        // Easiest would be to simply restart here and try again,
-                        // how ever there seem to be systems where it fails at startup but still work correctly later.
-                        // Therefore we treat it still as successed! */
-                        setSystemStatusFlag(SYSTEM_STATUS_CAM_FB_BAD);
-                        StatusLED(CAM_INIT, 2, false);
-                    }
-                    Camera.LightOnOff(false);   // make sure flashlight is off before start of flow
 
-                    // Print camera infos
-                    // ********************************************
-                    char caminfo[50];
-                    sensor_t * s = esp_camera_sensor_get();
-                    sprintf(caminfo, "PID: 0x%02x, VER: 0x%02x, MIDL: 0x%02x, MIDH: 0x%02x", s->id.PID, s->id.VER, s->id.MIDH, s->id.MIDL);
-                    LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Camera info: " + std::string(caminfo));
-                }
-            }
-        }
-    }
 
     // Print Device info
     // ********************************************
@@ -462,7 +493,7 @@ extern "C" void app_main(void)
 
     server = start_webserver();   
     register_server_camera_uri(server); 
-    register_server_tflite_uri(server);
+    register_server_main_flow_task_uri(server);
     register_server_file_uri(server, "/sdcard");
     register_server_ota_sdcard_uri(server);
     #ifdef ENABLE_MQTT
@@ -482,12 +513,12 @@ extern "C" void app_main(void)
     // ********************************************
     if (getSystemStatus() == 0) { // No error flag is set
         LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Initialization completed successfully! Starting flow task ...");
-        TFliteDoAutoStart();
+        StartMainFlowTask();
     }
     else if (isSetSystemStatusFlag(SYSTEM_STATUS_CAM_FB_BAD) || // Non critical errors occured, we try to continue...
              isSetSystemStatusFlag(SYSTEM_STATUS_NTP_BAD)) {
         LogFile.WriteToFile(ESP_LOG_WARN, TAG, "Initialization completed with errors! Starting flow task ...");
-        TFliteDoAutoStart();
+        StartMainFlowTask();
     }
     else { // Any other error is critical and makes running the flow impossible. Init is going to abort.
         LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Initialization failed. Flow task start aborted. Loading reduced web interface...");
@@ -608,7 +639,19 @@ void migrateConfiguration(void) {
         }
 
         if (section == "[InfluxDB]") {
+            /* Fieldname has a <NUMBER> as prefix! */
+            if (isInString(configLines[i], "Fieldname")) { // It is the parameter "Fieldname"
+                migrated = migrated | replaceString(configLines[i], "Fieldname", "Field"); // Rename it to Field
+                migrated = migrated | replaceString(configLines[i], ";", ""); // Enable it
+            }
+        }
 
+        if (section == "[InfluxDBv2]") {
+            /* Fieldname has a <NUMBER> as prefix! */
+            if (isInString(configLines[i], "Fieldname")) { // It is the parameter "Fieldname"
+                migrated = migrated | replaceString(configLines[i], "Fieldname", "Field"); // Rename it to Field
+                migrated = migrated | replaceString(configLines[i], ";", ""); // Enable it
+            }
         }
 
         if (section == "[GPIO]") {

code/main/server_main.cpp

@@ -13,8 +13,9 @@
 #include "version.h"
 
 #include "esp_wifi.h"
+#include <netdb.h>
 
-#include "server_tflite.h"
+#include "MainFlowControl.h"
 #include "esp_log.h"
 
 #include <stdio.h>
@@ -24,6 +25,8 @@
 httpd_handle_t server = NULL;   
 std::string starttime = "";
 
+extern esp_netif_t *sta_netif;
+
 static const char *TAG = "MAIN SERVER";
 
 /* An HTTP GET handler */
@@ -350,11 +353,15 @@ esp_err_t sysinfo_handler(httpd_req_t *req)
     char freeheapmem[11];
     sprintf(freeheapmem, "%lu", (long) getESPHeapSize());
     
-    tcpip_adapter_ip_info_t ip_info;
-    ESP_ERROR_CHECK(tcpip_adapter_get_ip_info(TCPIP_ADAPTER_IF_STA, &ip_info));
+    esp_netif_ip_info_t ip_info;
+    ESP_ERROR_CHECK(esp_netif_get_ip_info(sta_netif, &ip_info));
     const char *hostname;
-    ESP_ERROR_CHECK(tcpip_adapter_get_hostname(TCPIP_ADAPTER_IF_STA, &hostname));
+    ESP_ERROR_CHECK(esp_netif_get_hostname(sta_netif, &hostname));
     
+    char ipFormated[4*3+3+1];
+
+    sprintf(ipFormated, IPSTR, IP2STR(&ip_info.ip));
+
     zw = string("[{") + 
         "\"firmware\": \"" + gitversion + "\"," +
         "\"buildtime\": \"" + buildtime + "\"," +
@@ -364,7 +371,7 @@ esp_err_t sysinfo_handler(httpd_req_t *req)
         "\"html\": \"" + htmlversion + "\"," +
         "\"cputemp\": \"" + cputemp + "\"," +
         "\"hostname\": \"" + hostname + "\"," +
-        "\"IPv4\": \"" + ip4addr_ntoa(&ip_info.ip) + "\"," +
+        "\"IPv4\": \"" + string(ipFormated) + "\"," +
         "\"freeHeapMem\": \"" + freeheapmem + "\"" +
         "}]";
 
@@ -431,7 +438,7 @@ httpd_handle_t start_webserver(void)
     config.server_port = 80;
     config.ctrl_port = 32768;
     config.max_open_sockets = 5; //20210921 --> previously 7   
-    config.max_uri_handlers = 38; // previously 24, 20220511: 35, 20221220: 37, 2023-01-02:38             
+    config.max_uri_handlers = 39; // previously 24, 20220511: 35, 20221220: 37, 2023-01-02:38             
     config.max_resp_headers = 8;                        
     config.backlog_conn = 5;                        
     config.lru_purge_enable = true; // this cuts old connections if new ones are needed.               

code/main/softAP.cpp

@@ -17,7 +17,7 @@
 #include "freertos/task.h"
 #include "esp_mac.h"
 #include "esp_wifi.h"
-#include "esp_event.h"
+
 #include "esp_log.h"
 #include "nvs_flash.h"
 

code/platformio.ini

@@ -19,7 +19,7 @@
 
 [common:esp32-idf]
     extends = common:idf
-    platform = platformio/espressif32 @ 5.2.0
+    platform = platformio/espressif32 @ 6.1.0
     framework = espidf
     lib_deps = 
         ${common:idf.lib_deps}

code/sdkconfig.defaults

@@ -9,6 +9,7 @@
 #CONFIG_ESP_WIFI_SOFTAP_SUPPORT=n 
 #to save 28k of flash
 
+CONFIG_ESP_TASK_WDT=n
 CONFIG_TASK_WDT=n
 CONFIG_TASK_WDT_CHECK_IDLE_TASK=n
 
@@ -100,8 +101,9 @@ CONFIG_SPIRAM_MALLOC_ALWAYSINTERNAL=16384
 CONFIG_SPIRAM_MALLOC_RESERVE_INTERNAL=40960
 CONFIG_SPIRAM_CACHE_WORKAROUND=y
 CONFIG_SPIRAM_IGNORE_NOTFOUND=y
-#CONFIG_SPIRAM_TRY_ALLOCATE_WIFI_LWIP=y => Leads to memory fragmentation, see https://github.com/jomjol/AI-on-the-edge-device/issues/2200
-#CONFIG_SPIRAM_ALLOW_BSS_SEG_EXTERNAL_MEMORY=y => Leads to memory fragmentation, see https://github.com/jomjol/AI-on-the-edge-device/issues/2200
+
+CONFIG_SPIRAM_TRY_ALLOCATE_WIFI_LWIP=y
+CONFIG_SPIRAM_ALLOW_BSS_SEG_EXTERNAL_MEMORY=y
 
 CONFIG_ESP_INT_WDT_TIMEOUT_MS=300
 

sd-card/html/common.js

@@ -1,7 +1,7 @@
  
 /* The UI can also be run locally, but you have to set the IP of your devide accordingly.
  * And you also might have to disable CORS in your webbrowser! */
-var domainname_for_testing = "192.168.1.153";
+var domainname_for_testing = "192.168.178.23";
 
 
 

sd-card/html/edit_analog.html

@@ -326,6 +326,7 @@ function UpdateROIs(_sel){
         document.getElementById("deleteROI").disabled = false;
         document.getElementById("renameROI").disabled = false;
         document.getElementById("index").disabled = false;
+        document.getElementById("saveroi").disabled = false;
     }
 
     var _index = document.getElementById("index");

sd-card/html/edit_config_param.html

@@ -688,16 +688,6 @@ textarea {
 			</td>
 			<td>$TOOLTIP_InfluxDB_Database</td>
 		</tr>
-		<tr>
-			<td class="indent1">
-				<input type="checkbox" id="InfluxDB_Measurement_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDB", "Measurement")' unchecked >
-				<label for=InfluxDB_Measurement_enabled><class id="InfluxDB_Measurement_text" style="color:black;">Measurement</class></label>
-			</td>
-			<td>
-				<input type="text" id="InfluxDB_Measurement_value1">
-			</td>
-			<td>$TOOLTIP_InfluxDB_Measurement</td>
-		</tr>
 		<tr>
 			<td class="indent1">
 				<input type="checkbox" id="InfluxDB_user_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDB", "user")' unchecked >
@@ -718,6 +708,34 @@ textarea {
 			</td>
 			<td>$TOOLTIP_InfluxDB_password</td>
 		</tr>
+		<tr>
+			<td class="indent1" colspan="3">
+				<br>
+				<b>InfluxDB Individual Parameters: 
+                <select id="NumbersInfluxDB_value1" onchange="numberInfluxDBChanged()">
+                </select></b>
+			</td>
+		</tr>
+		<tr>
+			<td class="indent1" style="padding-left: 75px;">
+				<input type="checkbox" id="InfluxDB_Measurement_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDB", "Measurement")' unchecked >
+				<label for=InfluxDB_Measurement_enabled><class id="InfluxDB_Measurement_text" style="color:black;">Measurement</class></label>
+			</td>
+			<td>
+				<input type="text" id="InfluxDB_Measurement_value1">
+			</td>
+			<td>$TOOLTIP_InfluxDB_NUMBER.Measurement</td>
+		</tr>
+		<tr>
+			<td class="indent1" style="padding-left: 75px;">
+				<input type="checkbox" id="InfluxDB_Field_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDB", "Field")' unchecked >
+				<label for=InfluxDB_Field_enabled><class id="InfluxDB_Field_text" style="color:black;">Field</class></label>
+			</td>
+			<td>
+				<input type="text" id="InfluxDB_Field_value1">
+			</td>
+			<td>$TOOLTIP_InfluxDB_NUMBER.Field</td>
+		</tr>
 
 
 
@@ -749,16 +767,6 @@ textarea {
 			</td>
 			<td>$TOOLTIP_InfluxDBv2_Database</td>
 		</tr>
-		<tr>
-			<td class="indent1">
-				<input type="checkbox" id="InfluxDBv2_Measurement_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDBv2", "Measurement")' unchecked >
-				<label for=InfluxDBv2_Measurement_enabled><class id="InfluxDBv2_Measurement_text" style="color:black;">Measurement</class></label>
-			</td>
-			<td>
-				<input type="text" id="InfluxDBv2_Measurement_value1">
-			</td>
-			<td>$TOOLTIP_InfluxDBv2_Measurement</td>
-		</tr>
 		<tr>
 			<td class="indent1">
 				<input type="checkbox" id="InfluxDBv2_Org_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDBv2", "Org")' unchecked >
@@ -782,20 +790,30 @@ textarea {
 		<tr>
 			<td class="indent1" colspan="3">
 				<br>
-				<b>Postprocessing Individual Parameters: 
-                <select id="NumbersInfluxDB_value1" onchange="numberInfluxDBChanged()">
+				<b>InfluxDB v2 Individual Parameters: 
+                <select id="NumbersInfluxDBv2_value1" onchange="numberInfluxDBv2Changed()">
                 </select></b>
 			</td>
 		</tr>
 		<tr>
 			<td class="indent1" style="padding-left: 75px;">
-				<input type="checkbox" id="InfluxDBv2_Fieldname_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDBv2", "Fieldname")' unchecked >
-				<label for=InfluxDBv2_Fieldname_enabled><class id="InfluxDBv2_Fieldname_text" style="color:black;">Fieldname</class></label>
+				<input type="checkbox" id="InfluxDBv2_Measurement_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDBv2", "Measurement")' unchecked >
+				<label for=InfluxDBv2_Measurement_enabled><class id="InfluxDBv2_Measurement_text" style="color:black;">Measurement</class></label>
+			</td>
+			<td>
+				<input type="text" id="InfluxDBv2_Measurement_value1">
+			</td>
+			<td>$TOOLTIP_InfluxDBv2_NUMBER.Measurement</td>
+		</tr>
+		<tr>
+			<td class="indent1" style="padding-left: 75px;">
+				<input type="checkbox" id="InfluxDBv2_Field_enabled" value="1"  onclick = 'InvertEnableItem("InfluxDBv2", "Field")' unchecked >
+				<label for=InfluxDBv2_Field_enabled><class id="InfluxDBv2_Field_text" style="color:black;">Field</class></label>
 			</td>
 			<td>
-				<input type="text" id="InfluxDBv2_Fieldname_value1">
+				<input type="text" id="InfluxDBv2_Field_value1">
 			</td>
-			<td>$TOOLTIP_InfluxDBv2_NUMBER.Fieldname</td>
+			<td>$TOOLTIP_InfluxDBv2_NUMBER.Field</td>
 		</tr>
 
 		<tr>
@@ -1423,11 +1441,16 @@ function InitIndivParameter()
     var _index = document.getElementById("Numbers_value1");
     while (_index.length)
         _index.remove(0);
-	var _indexInflux = document.getElementById("NumbersInfluxDB_value1");
+
+	var _indexInflux = document.getElementById("NumbersInfluxDBv2_value1");
     while (_indexInflux.length)
 		_indexInflux.remove(0);
 
-    for (var i = 0; i < NUMBERS.length; ++i){
+	var _indexInfluxv1 = document.getElementById("NumbersInfluxDB_value1");
+    while (_indexInflux.length)
+	_indexInfluxv1.remove(0);
+
+	for (var i = 0; i < NUMBERS.length; ++i){
 		var option = document.createElement("option");
         option.text = NUMBERS[i]["name"];
         option.value = i;
@@ -1437,9 +1460,16 @@ function InitIndivParameter()
         optionInflux.text = NUMBERS[i]["name"];
         optionInflux.value = i;
 		_indexInflux.add(optionInflux);
-        }
+
+		var optionInfluxv1 = document.createElement("option");
+        optionInfluxv1.text = NUMBERS[i]["name"];
+        optionInfluxv1.value = i;
+		_indexInfluxv1.add(optionInfluxv1);
+
+	}
     _index.selectedIndex = 0; 
 	_indexInflux.selectedIndex = 0; 
+	_indexInfluxv1.selectedIndex = 0;
 }
 
 
@@ -1741,7 +1771,10 @@ function UpdateInputIndividual(sel)
 		ReadParameter(param, "PostProcessing", "ExtendedResolution", false, NUNBERSAkt)		
 		ReadParameter(param, "PostProcessing", "IgnoreLeadingNaN", false, NUNBERSAkt)		
 		ReadParameter(param, "PostProcessing", "AllowNegativeRates", false, NUNBERSAkt)		
-		ReadParameter(param, "InfluxDBv2", "Fieldname", true, NUNBERSAkt)
+		ReadParameter(param, "InfluxDB", "Field", true, NUNBERSAkt)
+		ReadParameter(param, "InfluxDBv2", "Field", true, NUNBERSAkt)
+		ReadParameter(param, "InfluxDB", "Measurement", true, NUNBERSAkt)
+		ReadParameter(param, "InfluxDBv2", "Measurement", true, NUNBERSAkt)
 	}
 
 //	var sel = document.getElementById("Numbers_value1");
@@ -1753,7 +1786,10 @@ function UpdateInputIndividual(sel)
 	WriteParameter(param, category, "PostProcessing", "ExtendedResolution", false, NUNBERSAkt);
 	WriteParameter(param, category, "PostProcessing", "IgnoreLeadingNaN", false, NUNBERSAkt);
 	WriteParameter(param, category, "PostProcessing", "AllowNegativeRates", false, NUNBERSAkt);
-	WriteParameter(param, category, "InfluxDBv2", "Fieldname", true, NUNBERSAkt);
+	WriteParameter(param, category, "InfluxDB", "Field", true, NUNBERSAkt);
+	WriteParameter(param, category, "InfluxDBv2", "Field", true, NUNBERSAkt);
+	WriteParameter(param, category, "InfluxDB", "Measurement", true, NUNBERSAkt);
+	WriteParameter(param, category, "InfluxDBv2", "Measurement", true, NUNBERSAkt);
 }
 
 function UpdateInput() {
@@ -1805,16 +1841,17 @@ function UpdateInput() {
 	
 	WriteParameter(param, category, "InfluxDB", "Uri", true);	
 	WriteParameter(param, category, "InfluxDB", "Database", true);	
-	WriteParameter(param, category, "InfluxDB", "Measurement", true);	
+//	WriteParameter(param, category, "InfluxDB", "Measurement", true);	
 	WriteParameter(param, category, "InfluxDB", "user", true);	
 	WriteParameter(param, category, "InfluxDB", "password", true);	
+//	WriteParameter(param, category, "InfluxDB", "Field", true);
 
 	WriteParameter(param, category, "InfluxDBv2", "Uri", true);	
 	WriteParameter(param, category, "InfluxDBv2", "Database", true);	
-	WriteParameter(param, category, "InfluxDBv2", "Measurement", true);	
+//	WriteParameter(param, category, "InfluxDBv2", "Measurement", true);	
 	WriteParameter(param, category, "InfluxDBv2", "Org", true);	
 	WriteParameter(param, category, "InfluxDBv2", "Token", true);	
-	WriteParameter(param, category, "InfluxDBv2", "Fieldname", true);
+//	WriteParameter(param, category, "InfluxDBv2", "Field", true);
 
 	WriteParameter(param, category, "GPIO", "IO0", true);
 	WriteParameter(param, category, "GPIO", "IO1", true);
@@ -1945,7 +1982,7 @@ function ReadParameterAll()
 	ReadParameter(param, "InfluxDBv2", "Measurement", true);	
 	ReadParameter(param, "InfluxDBv2", "Org", true);	
 	ReadParameter(param, "InfluxDBv2", "Token", true);	
-//	ReadParameter(param, "InfluxDB", "Fieldname", true);	
+//	ReadParameter(param, "InfluxDB", "Field", true);	
 
 	ReadParameter(param, "GPIO", "IO0", true);
 	ReadParameter(param, "GPIO", "IO1", true);
@@ -2086,11 +2123,26 @@ function numberChanged()
 	_neu = sel.selectedIndex;
 	UpdateInputIndividual(sel);
 
-	var _selInflux = document.getElementById("NumbersInfluxDB_value1");
+	var _selInflux = document.getElementById("NumbersInfluxDBv2_value1");
 	if (_selInflux.selectedIndex != _neu)
 		_selInflux.selectedIndex = _neu
 }
  
+function numberInfluxDBv2Changed()
+{
+	var sel = document.getElementById("NumbersInfluxDBv2_value1");
+	_neu = sel.selectedIndex;
+	UpdateInputIndividual(sel);
+
+	var _sel2 = document.getElementById("Numbers_value1");
+	if (_sel2.selectedIndex != _neu)
+		_sel2.selectedIndex = _neu
+
+	var _sel3 = document.getElementById("NumbersInfluxDB_value1");
+	if (_sel3.selectedIndex != _neu)
+		_sel3.selectedIndex = _neu
+}
+
 function numberInfluxDBChanged()
 {
 	var sel = document.getElementById("NumbersInfluxDB_value1");
@@ -2099,7 +2151,11 @@ function numberInfluxDBChanged()
 
 	var _sel2 = document.getElementById("Numbers_value1");
 	if (_sel2.selectedIndex != _neu)
-	_sel2.selectedIndex = _neu
+		_sel2.selectedIndex = _neu
+
+	var _sel3 = document.getElementById("NumbersInfluxDBv2_value1");
+	if (_sel3.selectedIndex != _neu)
+		_sel3.selectedIndex = _neu
 }
 
 LoadConfigNeu();

sd-card/html/graph.html

@@ -72,7 +72,27 @@
                         }
                     }
                 }
-                //console.log(trace);
+
+                /* If the value trace starts with NaN, replace all those Nans with the first valid value */
+                var firstNonNaNIndex = 0;
+                for(var i = 0; i < traceValue.y.length; i++) {
+                    firstNonNaNIndex = i;
+                    if (! isNaN(traceValue.y[i])) {
+                        break;
+                    }
+                }
+
+                if (firstNonNaNIndex == (traceValue.y.length - 1)) {
+                    console.log("No data available for 'value'!");
+                }
+                else if (firstNonNaNIndex > 0) { // Replace all leading NaN with the first valid value 
+                    console.log("The first leading values have all just NaN, replacing them with the value of",
+                            traceValue.y[firstNonNaNIndex], "at", traceValue.x[firstNonNaNIndex], "(Index:", firstNonNaNIndex, ")");
+                    for(var i = 0; i < firstNonNaNIndex; i++) {
+                        traceValue.y[i] = traceValue.y[firstNonNaNIndex];
+                    }
+                }
+
 
                 // Copy time to all traces
                 tracePreValue.x = traceValue.x;

sd-card/html/info.html

@@ -194,7 +194,7 @@ div {
 </table>
 
 <h3>Copyright</h3>
-Copyright &copy; 2020 - 2022 by <a href="https://github.com/jomjol/AI-on-the-edge-device" target=_blank>Jomjol</a> and others.
+Copyright &copy; 2020 - 2023 by <a href="https://github.com/jomjol/AI-on-the-edge-device" target=_blank>Jomjol</a> and others.
 
 </body>
 </html>

sd-card/html/readconfigparam.js

@@ -93,7 +93,6 @@ function getTFLITEList() {
 
      tflitelist = tflitelist.split("\t");
      tflitelist.sort();
-     tflitelist.pop();
 
      return tflitelist;
 }
@@ -192,9 +191,11 @@ function ParseConfig() {
      param[catname] = new Object();
      ParamAddValue(param, catname, "Uri");
      ParamAddValue(param, catname, "Database");
-     ParamAddValue(param, catname, "Measurement");
+//     ParamAddValue(param, catname, "Measurement");
      ParamAddValue(param, catname, "user");
      ParamAddValue(param, catname, "password");
+     ParamAddValue(param, catname, "Measurement", 1, true);
+     ParamAddValue(param, catname, "Field", 1, true);
 
      var catname = "InfluxDBv2";
      category[catname] = new Object(); 
@@ -203,10 +204,11 @@ function ParseConfig() {
      param[catname] = new Object();
      ParamAddValue(param, catname, "Uri");
      ParamAddValue(param, catname, "Database");
-     ParamAddValue(param, catname, "Measurement");
+//     ParamAddValue(param, catname, "Measurement");
      ParamAddValue(param, catname, "Org");
      ParamAddValue(param, catname, "Token");
-     ParamAddValue(param, catname, "Fieldname", 1, true);
+     ParamAddValue(param, catname, "Measurement", 1, true);
+     ParamAddValue(param, catname, "Field", 1, true);
 
      var catname = "GPIO";
      category[catname] = new Object();