fix api ip-adapter

CHANGELOG.md

@@ -44,7 +44,6 @@ Other than SD3, highlight is (finally) new release of **Torch-DirectML** as well
 - fix unsaturated outputs, force apply vae config on model load  
 - fix hidiffusion handling of non-square aspect ratios, thanks @ShenZhang-Shin!
 - fix control second pass resize  
-- fix api face-hires
 - fix **hunyuandit** set attention processor
 - fix civitai download without name
 - fix compatibility with latest adetailer
@@ -54,6 +53,8 @@ Other than SD3, highlight is (finally) new release of **Torch-DirectML** as well
 - fix saving style without name provided
 - fix t2i-color adapter
 - fix sdxl "has been incorrectly initialized"
+- fix api face-hires
+- fix api ip-adapter
 - restructure api examples: `cli/api-*`
 - handle theme fallback when invalid theme is specified
 - remove obsolete training code leftovers

cli/api-json.py

@@ -0,0 +1,55 @@
+#!/usr/bin/env python
+
+# curl -vX POST http://localhost:7860/sdapi/v1/txt2img --header "Content-Type: application/json" -d @3261.json
+import os
+import json
+import logging
+import argparse
+import requests
+import urllib3
+
+
+sd_url = os.environ.get('SDAPI_URL', "http://127.0.0.1:7860")
+sd_username = os.environ.get('SDAPI_USR', None)
+sd_password = os.environ.get('SDAPI_PWD', None)
+options = {
+    "save_images": True,
+    "send_images": True,
+}
+
+logging.basicConfig(level = logging.INFO, format = '%(asctime)s %(levelname)s: %(message)s')
+log = logging.getLogger(__name__)
+urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
+
+
+def auth():
+    if sd_username is not None and sd_password is not None:
+        return requests.auth.HTTPBasicAuth(sd_username, sd_password)
+    return None
+
+
+def post(endpoint: str, payload: dict = None):
+    if 'sdapi' not in endpoint:
+        endpoint = f'sdapi/v1/{endpoint}'
+    if 'http' not in endpoint:
+        endpoint = f'{sd_url}/{endpoint}'
+    req = requests.post(endpoint, json = payload, timeout=300, verify=False, auth=auth())
+    return { 'error': req.status_code, 'reason': req.reason, 'url': req.url } if req.status_code != 200 else req.json()
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description = 'api-txt2img')
+    parser.add_argument('endpoint', nargs=1, help='endpoint')
+    parser.add_argument('json', nargs=1, help='json data or file')
+    args = parser.parse_args()
+    log.info(f'api-json: {args}')
+    if os.path.isfile(args.json[0]):
+        with open(args.json[0], 'r', encoding='ascii') as f:
+            txt = f.read()
+            txt = txt.encode('ascii')
+            print('HERE', txt)
+            dct = json.loads(txt)
+    else:
+        dct = json.loads(args.json[0])
+    res = post(endpoint=args.endpoint[0], payload=dct)
+    print(res)

cli/image-encode.py

@@ -0,0 +1,32 @@
+#!/usr/bin/env python
+import io
+import os
+import sys
+import base64
+from PIL import Image
+from rich import print # pylint: disable=redefined-builtin
+
+
+def encode(file: str):
+    image = Image.open(file) if os.path.exists(file) else None
+    print(f'Input: file={file} image={image}')
+    if image is None:
+        return None
+    if image.mode != 'RGB':
+        image = image.convert('RGB')
+    with io.BytesIO() as stream:
+        image.save(stream, 'JPEG')
+        image.close()
+        values = stream.getvalue()
+        encoded = base64.b64encode(values).decode()
+        return encoded
+
+
+if __name__ == "__main__":
+    sys.argv.pop(0)
+    fn = sys.argv[0] if len(sys.argv) > 0 else ''
+    b64 = encode(fn)
+    print('=== BEGIN ===')
+    print(f'{b64}')
+    print('=== END ===')
+

modules/api/models.py

@@ -152,8 +152,8 @@ class ItemIPAdapter(BaseModel):
     adapter: str = Field(title="Adapter", default="Base", description="")
     images: List[str] = Field(title="Image", default=[], description="")
     masks: Optional[List[str]] = Field(title="Mask", default=[], description="")
-    scale: float = Field(title="Scale", default=0.5, gt=0, le=1, description="")
-    start: float = Field(title="Start", default=0.0, gt=0, le=1, description="")
+    scale: float = Field(title="Scale", default=0.5, ge=0, le=1, description="")
+    start: float = Field(title="Start", default=0.0, ge=0, le=1, description="")
     end: float = Field(title="End", default=1.0, gt=0, le=1, description="")
 
 class ItemFace(BaseModel):