From ee86eedf0145ed11fb6359ba99277f5b8ab8251e Mon Sep 17 00:00:00 2001
From: creachec <46060787+creachec@users.noreply.github.com>
Date: Fri, 31 Mar 2023 17:22:00 -0300
Subject: [PATCH 1/3] Right link on pytorch installer for linux rocm

Right link on pytorch installer for linux rocm
---
 installer/lib/installer.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/installer/lib/installer.py b/installer/lib/installer.py
index 8ab512eee8..42079cd90c 100644
--- a/installer/lib/installer.py
+++ b/installer/lib/installer.py
@@ -456,7 +456,7 @@ def get_torch_source() -> (Union[str, None],str):
     optional_modules = None
     if OS == "Linux":
         if device == "rocm":
-            url = "https://download.pytorch.org/whl/rocm5.2"
+            url = "https://download.pytorch.org/whl/rocm5.4.2"
         elif device == "cpu":
             url = "https://download.pytorch.org/whl/cpu"
 

From ecdfa136a0ce5fcd219dacf0b17f7b71e401aa96 Mon Sep 17 00:00:00 2001
From: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date: Tue, 4 Apr 2023 00:18:11 +1000
Subject: [PATCH 2/3] fix(nodes): fix typo in `list_sessions` handler

---
 invokeai/app/api/routers/sessions.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/invokeai/app/api/routers/sessions.py b/invokeai/app/api/routers/sessions.py
index dc8fa03fc4..0316398088 100644
--- a/invokeai/app/api/routers/sessions.py
+++ b/invokeai/app/api/routers/sessions.py
@@ -51,7 +51,7 @@ async def list_sessions(
     query: str = Query(default="", description="The query string to search for"),
 ) -> PaginatedResults[GraphExecutionState]:
     """Gets a list of sessions, optionally searching"""
-    if filter == "":
+    if query == "":
         result = ApiDependencies.invoker.services.graph_execution_manager.list(
             page, per_page
         )

From aed9ecef2a85d5a9a86e58e16dc76ff875ccc559 Mon Sep 17 00:00:00 2001
From: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Date: Mon, 3 Apr 2023 14:34:07 +1000
Subject: [PATCH 3/3] feat(nodes): add thumbnail generation to DiskImageStorage

---
 invokeai/app/api/routers/images.py     | 10 ++++++++++
 invokeai/app/services/image_storage.py | 10 +++++++++-
 invokeai/app/util/save_thumbnail.py    | 25 +++++++++++++++++++++++++
 3 files changed, 44 insertions(+), 1 deletion(-)
 create mode 100644 invokeai/app/util/save_thumbnail.py

diff --git a/invokeai/app/api/routers/images.py b/invokeai/app/api/routers/images.py
index 55f1a2f036..453c114a28 100644
--- a/invokeai/app/api/routers/images.py
+++ b/invokeai/app/api/routers/images.py
@@ -23,6 +23,16 @@ async def get_image(
     filename = ApiDependencies.invoker.services.images.get_path(image_type, image_name)
     return FileResponse(filename)
 
+@images_router.get("/{image_type}/thumbnails/{image_name}", operation_id="get_thumbnail")
+async def get_thumbnail(
+    image_type: ImageType = Path(description="The type of image to get"),
+    image_name: str = Path(description="The name of the image to get"),
+):
+    """Gets a thumbnail"""
+    # TODO: This is not really secure at all. At least make sure only output results are served
+    filename = ApiDependencies.invoker.services.images.get_path(image_type, 'thumbnails/' + image_name)
+    return FileResponse(filename)
+
 
 @images_router.post(
     "/uploads/",
diff --git a/invokeai/app/services/image_storage.py b/invokeai/app/services/image_storage.py
index ad0ff23f14..c80a4bfb31 100644
--- a/invokeai/app/services/image_storage.py
+++ b/invokeai/app/services/image_storage.py
@@ -9,6 +9,7 @@ from queue import Queue
 from typing import Dict
 
 from PIL.Image import Image
+from invokeai.app.util.save_thumbnail import save_thumbnail
 
 from invokeai.backend.image_util import PngWriter
 
@@ -66,6 +67,9 @@ class DiskImageStorage(ImageStorageBase):
             Path(os.path.join(output_folder, image_type)).mkdir(
                 parents=True, exist_ok=True
             )
+            Path(os.path.join(output_folder, image_type, "thumbnails")).mkdir(
+                parents=True, exist_ok=True
+            )
 
     def get(self, image_type: ImageType, image_name: str) -> Image:
         image_path = self.get_path(image_type, image_name)
@@ -87,7 +91,11 @@ class DiskImageStorage(ImageStorageBase):
         self.__pngWriter.save_image_and_prompt_to_png(
             image, "", image_subpath, None
         )  # TODO: just pass full path to png writer
-
+        save_thumbnail(
+            image=image,
+            filename=image_name,
+            path=os.path.join(self.__output_folder, image_type, "thumbnails"),
+        )
         image_path = self.get_path(image_type, image_name)
         self.__set_cache(image_path, image)
 
diff --git a/invokeai/app/util/save_thumbnail.py b/invokeai/app/util/save_thumbnail.py
new file mode 100644
index 0000000000..86fdbe7ef6
--- /dev/null
+++ b/invokeai/app/util/save_thumbnail.py
@@ -0,0 +1,25 @@
+import os
+from PIL import Image
+
+
+def save_thumbnail(
+    image: Image.Image,
+    filename: str,
+    path: str,
+    size: int = 256,
+) -> str:
+    """
+    Saves a thumbnail of an image, returning its path.
+    """
+    base_filename = os.path.splitext(filename)[0]
+    thumbnail_path = os.path.join(path, base_filename + ".webp")
+
+    if os.path.exists(thumbnail_path):
+        return thumbnail_path
+
+    image_copy = image.copy()
+    image_copy.thumbnail(size=(size, size))
+
+    image_copy.save(thumbnail_path, "WEBP")
+
+    return thumbnail_path