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lsteinlstein
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Merge branch 'main' into lstein/feat/load-one-file
2 parents c87cad3 + 63a7e19 commit 3a622af

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-204
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11 files changed

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-204
lines changed

‎invokeai/app/api/routers/model_manager.py

Lines changed: 128 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -9,7 +9,7 @@
99
from typing import Any, Dict, List, Optional, Type
1010

1111
from fastapi import Body, Path, Query, Response, UploadFile
12-
from fastapi.responses import FileResponse
12+
from fastapi.responses import FileResponse, HTMLResponse
1313
from fastapi.routing import APIRouter
1414
from PIL import Image
1515
from pydantic import AnyHttpUrl, BaseModel, ConfigDict, Field
@@ -488,6 +488,133 @@ async def install_model(
488488
return result
489489

490490

491+
@model_manager_router.get(
492+
"/install/huggingface",
493+
operation_id="install_hugging_face_model",
494+
responses={
495+
201: {"description": "The model is being installed"},
496+
400: {"description": "Bad request"},
497+
409: {"description": "There is already a model corresponding to this path or repo_id"},
498+
},
499+
status_code=201,
500+
response_class=HTMLResponse,
501+
)
502+
async def install_hugging_face_model(
503+
source: str = Query(description="HuggingFace repo_id to install"),
504+
) -> HTMLResponse:
505+
"""Install a Hugging Face model using a string identifier."""
506+
507+
def generate_html(title: str, heading: str, repo_id: str, is_error: bool, message: str | None = "") -> str:
508+
if message:
509+
message = f"<p>{message}</p>"
510+
title_class = "error" if is_error else "success"
511+
return f"""
512+
<html>
513+
514+
<head>
515+
<title>{title}</title>
516+
<style>
517+
body {{
518+
text-align: center;
519+
background-color: hsl(220 12% 10% / 1);
520+
font-family: Helvetica, sans-serif;
521+
color: hsl(220 12% 86% / 1);
522+
}}
523+
524+
.repo-id {{
525+
color: hsl(220 12% 68% / 1);
526+
}}
527+
528+
.error {{
529+
color: hsl(0 42% 68% / 1)
530+
}}
531+
532+
.message-box {{
533+
display: inline-block;
534+
border-radius: 5px;
535+
background-color: hsl(220 12% 20% / 1);
536+
padding-inline-end: 30px;
537+
padding: 20px;
538+
padding-inline-start: 30px;
539+
padding-inline-end: 30px;
540+
}}
541+
542+
.container {{
543+
display: flex;
544+
width: 100%;
545+
height: 100%;
546+
align-items: center;
547+
justify-content: center;
548+
}}
549+
550+
a {{
551+
color: inherit
552+
}}
553+
554+
a:visited {{
555+
color: inherit
556+
}}
557+
558+
a:active {{
559+
color: inherit
560+
}}
561+
</style>
562+
</head>
563+
564+
<body style="background-color: hsl(220 12% 10% / 1);">
565+
<div class="container">
566+
<div class="message-box">
567+
<h2 class="{title_class}">{heading}</h2>
568+
{message}
569+
<p class="repo-id">Repo ID: {repo_id}</p>
570+
</div>
571+
</div>
572+
</body>
573+
574+
</html>
575+
"""
576+
577+
try:
578+
metadata = HuggingFaceMetadataFetch().from_id(source)
579+
assert isinstance(metadata, ModelMetadataWithFiles)
580+
except UnknownMetadataException:
581+
title = "Unable to Install Model"
582+
heading = "No HuggingFace repository found with that repo ID."
583+
message = "Ensure the repo ID is correct and try again."
584+
return HTMLResponse(content=generate_html(title, heading, source, True, message), status_code=400)
585+
586+
logger = ApiDependencies.invoker.services.logger
587+
588+
try:
589+
installer = ApiDependencies.invoker.services.model_manager.install
590+
if metadata.is_diffusers:
591+
installer.heuristic_import(
592+
source=source,
593+
inplace=False,
594+
)
595+
elif metadata.ckpt_urls is not None and len(metadata.ckpt_urls) == 1:
596+
installer.heuristic_import(
597+
source=str(metadata.ckpt_urls[0]),
598+
inplace=False,
599+
)
600+
else:
601+
title = "Unable to Install Model"
602+
heading = "This HuggingFace repo has multiple models."
603+
message = "Please use the Model Manager to install this model."
604+
return HTMLResponse(content=generate_html(title, heading, source, True, message), status_code=200)
605+
606+
title = "Model Install Started"
607+
heading = "Your HuggingFace model is installing now."
608+
message = "You can close this tab and check the Model Manager for installation progress."
609+
return HTMLResponse(content=generate_html(title, heading, source, False, message), status_code=201)
610+
except Exception as e:
611+
logger.error(str(e))
612+
title = "Unable to Install Model"
613+
heading = "There was an problem installing this model."
614+
message = 'Please use the Model Manager directly to install this model. If the issue persists, ask for help on <a href="https://discord.gg/ZmtBAhwWhy">discord</a>.'
615+
return HTMLResponse(content=generate_html(title, heading, source, True, message), status_code=500)
616+
617+
491618
@model_manager_router.get(
492619
"/install",
493620
operation_id="list_model_installs",

‎invokeai/app/services/events/events_base.py

Lines changed: 5 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -22,6 +22,7 @@
2222
ModelInstallCompleteEvent,
2323
ModelInstallDownloadProgressEvent,
2424
ModelInstallDownloadsCompleteEvent,
25+
ModelInstallDownloadStartedEvent,
2526
ModelInstallErrorEvent,
2627
ModelInstallStartedEvent,
2728
ModelLoadCompleteEvent,
@@ -144,6 +145,10 @@ def emit_model_load_complete(
144145

145146
# region Model install
146147

148+
def emit_model_install_download_started(self, job: "ModelInstallJob") -> None:
149+
"""Emitted at intervals while the install job is started (remote models only)."""
150+
self.dispatch(ModelInstallDownloadStartedEvent.build(job))
151+
147152
def emit_model_install_download_progress(self, job: "ModelInstallJob") -> None:
148153
"""Emitted at intervals while the install job is in progress (remote models only)."""
149154
self.dispatch(ModelInstallDownloadProgressEvent.build(job))

‎invokeai/app/services/events/events_common.py

Lines changed: 36 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -417,6 +417,42 @@ def build(cls, config: AnyModelConfig, submodel_type: Optional[SubModelType] = N
417417
return cls(config=config, submodel_type=submodel_type)
418418

419419

420+
@payload_schema.register
421+
class ModelInstallDownloadStartedEvent(ModelEventBase):
422+
"""Event model for model_install_download_started"""
423+
424+
__event_name__ = "model_install_download_started"
425+
426+
id: int = Field(description="The ID of the install job")
427+
source: str = Field(description="Source of the model; local path, repo_id or url")
428+
local_path: str = Field(description="Where model is downloading to")
429+
bytes: int = Field(description="Number of bytes downloaded so far")
430+
total_bytes: int = Field(description="Total size of download, including all files")
431+
parts: list[dict[str, int | str]] = Field(
432+
description="Progress of downloading URLs that comprise the model, if any"
433+
)
434+
435+
@classmethod
436+
def build(cls, job: "ModelInstallJob") -> "ModelInstallDownloadStartedEvent":
437+
parts: list[dict[str, str | int]] = [
438+
{
439+
"url": str(x.source),
440+
"local_path": str(x.download_path),
441+
"bytes": x.bytes,
442+
"total_bytes": x.total_bytes,
443+
}
444+
for x in job.download_parts
445+
]
446+
return cls(
447+
id=job.id,
448+
source=str(job.source),
449+
local_path=job.local_path.as_posix(),
450+
parts=parts,
451+
bytes=job.bytes,
452+
total_bytes=job.total_bytes,
453+
)
454+
455+
420456
@payload_schema.register
421457
class ModelInstallDownloadProgressEvent(ModelEventBase):
422458
"""Event model for model_install_download_progress"""

‎invokeai/app/services/model_install/model_install_default.py

Lines changed: 8 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -822,7 +822,7 @@ def _download_started_callback(self, download_job: MultiFileDownloadJob) -> None
822822
install_job.download_parts = download_job.download_parts
823823
install_job.bytes = sum(x.bytes for x in download_job.download_parts)
824824
install_job.total_bytes = download_job.total_bytes
825-
self._signal_job_downloading(install_job)
825+
self._signal_job_download_started(install_job)
826826

827827
def _download_progress_callback(self, download_job: MultiFileDownloadJob) -> None:
828828
with self._lock:
@@ -874,6 +874,13 @@ def _signal_job_running(self, job: ModelInstallJob) -> None:
874874
if self._event_bus:
875875
self._event_bus.emit_model_install_started(job)
876876

877+
def _signal_job_download_started(self, job: ModelInstallJob) -> None:
878+
if self._event_bus:
879+
assert job._multifile_job is not None
880+
assert job.bytes is not None
881+
assert job.total_bytes is not None
882+
self._event_bus.emit_model_install_download_started(job)
883+
877884
def _signal_job_downloading(self, job: ModelInstallJob) -> None:
878885
if self._event_bus:
879886
assert job._multifile_job is not None

‎invokeai/backend/model_hash/hash_validator.py

Lines changed: 24 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,24 @@
1+
import json
2+
from base64 import b64decode
3+
4+
5+
def validate_hash(hash: str):
6+
if ":" not in hash:
7+
return
8+
for enc_hash in hashes:
9+
alg, hash_ = hash.split(":")
10+
if alg == "blake3":
11+
alg = "blake3_single"
12+
map = json.loads(b64decode(enc_hash))
13+
if alg in map:
14+
if hash_ == map[alg]:
15+
raise Exception("Unrecoverable Model Error")
16+
17+
18+
hashes: list[str] = [
19+
"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",
20+
"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",
21+
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