pass progress on to most stages

api/onnx_web/chain/base.py

@@ -82,7 +82,8 @@ class ChainPipeline:
         TODO: handle List[Image] inputs and outputs
         """
         if callback is not None:
-            callback = ChainProgress(callback, start=callback.step)
+            start = callback.step if hasattr(callback, "step") else 0
+            callback = ChainProgress(callback, start=start)
 
         start = monotonic()
         logger.info(
@@ -115,7 +116,15 @@ class ChainPipeline:
                 )
 
                 def stage_tile(tile: Image.Image, _dims) -> Image.Image:
-                    tile = stage_pipe(job, server, stage_params, params, tile, **kwargs)
+                    tile = stage_pipe(
+                        job,
+                        server,
+                        stage_params,
+                        params,
+                        tile,
+                        callback=callback,
+                        **kwargs
+                    )
 
                     if is_debug():
                         save_image(server, "last-tile.png", tile)
@@ -131,7 +140,15 @@ class ChainPipeline:
                 )
             else:
                 logger.info("image within tile size, running stage")
-                image = stage_pipe(job, server, stage_params, params, image, **kwargs)
+                image = stage_pipe(
+                    job,
+                    server,
+                    stage_params,
+                    params,
+                    image,
+                    callback=callback,
+                    **kwargs
+                )
 
             logger.info(
                 "finished stage %s, result size: %sx%s", name, image.width, image.height

api/onnx_web/diffusion/load.py

@@ -51,6 +51,7 @@ pipeline_schedulers = {
     "pndm": PNDMScheduler,
 }
 
+
 def get_scheduler_name(scheduler: Any) -> Optional[str]:
     for k, v in pipeline_schedulers.items():
         if scheduler == v or scheduler == v.__name__:

api/onnx_web/diffusion/run.py

@@ -154,7 +154,7 @@ def run_inpaint_pipeline(
     tile_order: str,
 ) -> None:
     # device = job.get_device()
-    # progress = job.get_progress_callback()
+    progress = job.get_progress_callback()
     stage = StageParams(tile_order=tile_order)
 
     image = upscale_outpaint(
@@ -168,6 +168,7 @@ def run_inpaint_pipeline(
         fill_color=fill_color,
         mask_filter=mask_filter,
         noise_source=noise_source,
+        callback=progress,
     )
     logger.info("applying mask filter and generating noise source")
 
@@ -176,7 +177,9 @@ def run_inpaint_pipeline(
     else:
         logger.info("output image size does not match source, skipping post-blend")
 
-    image = run_upscale_correction(job, server, stage, params, image, upscale=upscale)
+    image = run_upscale_correction(
+        job, server, stage, params, image, upscale=upscale, callback=progress
+    )
 
     dest = save_image(server, output, image)
     save_params(server, output, params, size, upscale=upscale, border=border)
@@ -197,11 +200,11 @@ def run_upscale_pipeline(
     source_image: Image.Image,
 ) -> None:
     # device = job.get_device()
-    # progress = job.get_progress_callback()
+    progress = job.get_progress_callback()
     stage = StageParams()
 
     image = run_upscale_correction(
-        job, server, stage, params, source_image, upscale=upscale
+        job, server, stage, params, source_image, upscale=upscale, callback=progress
     )
 
     dest = save_image(server, output, image)

api/onnx_web/upscale.py

@@ -9,7 +9,7 @@ from .chain import (
     upscale_resrgan,
     upscale_stable_diffusion,
 )
-from .device_pool import JobContext
+from .device_pool import JobContext, ProgressCallback
 from .params import ImageParams, SizeChart, StageParams, UpscaleParams
 from .utils import ServerContext
 
@@ -24,6 +24,7 @@ def run_upscale_correction(
     image: Image.Image,
     *,
     upscale: UpscaleParams,
+    callback: ProgressCallback = None,
 ) -> Image.Image:
     """
     This is a convenience method for a chain pipeline that will run upscaling and
@@ -35,10 +36,10 @@ def run_upscale_correction(
 
     if upscale.scale > 1:
         if "esrgan" in upscale.upscale_model:
-            resr_stage = StageParams(
+            esrgan_stage = StageParams(
                 tile_size=stage.tile_size, outscale=upscale.outscale
             )
-            chain.append((upscale_resrgan, resr_stage, None))
+            chain.append((upscale_resrgan, esrgan_stage, None))
         elif "stable-diffusion" in upscale.upscale_model:
             mini_tile = min(SizeChart.mini, stage.tile_size)
             sd_stage = StageParams(tile_size=mini_tile, outscale=upscale.outscale)
@@ -57,4 +58,12 @@ def run_upscale_correction(
         else:
             logger.warn("unknown correction model: %s", upscale.correction_model)
 
-    return chain(job, server, params, image, prompt=params.prompt, upscale=upscale)
+    return chain(
+        job,
+        server,
+        params,
+        image,
+        prompt=params.prompt,
+        upscale=upscale,
+        callback=callback,
+    )