10 Commits
Author SHA1 Message Date
Austin Mroz 6267d79a29 Swap license to AGPLV3
As the new code is more targeted to the interests of Banodoco and made
with the express purpose of being run as hosted server code, The license
has been changed to AGLPV3.
2024-06-25 21:05:03 -05:00
Austin Mroz 5d57303356 Fix mistaken index on priority update 2024-06-25 20:22:50 -05:00
Austin Mroz a7846f09c0 Re-enable net checkpointing under new fetch code 2024-06-25 19:39:47 -05:00
Austin Mroz 0b3f5fca9d Include orchestration, rework execution wrapping
Orchestration code (mostly endpoints for probes) was intended as a
seperate plugin, but given the tight tying of asynchronous dependency
code, it has been included in this history and will likely be branched
off as a dedicated repo not available for non client/server
architectures.

much of the execution wrapping code has been moved into a wrapper on
execute instead of recursive executed. This cleans up logic and fixes
issues with collecting all outputs when multiple output nodes exist
2024-06-25 15:49:21 -05:00
Austin Mroz ef3f67fcb3 Rework large file shunking
Rather than requesting as chunks, the stream is kept open and re-added
to the queue every 32MB. This removes the need for the server to report
ranges, or content length, or to recombine chunks, which greatly
simplifies logic.
2024-06-25 14:28:21 -05:00
Austin Mroz 9ada89ebe9 Fix chunk_index for big files, allow dump reqs
Added an environment variable to dump a prompt request and exit, for
easier testing.

Code for big files is executing, but I'm noticing but it produces
output files that are not correct and has incorrectly inserted bytes.

Will either disable or swap to different method of keeping the request
but re-acquiring the connection semaphore
2024-06-25 12:29:52 -05:00
Austin Mroz b02d301970 Implement standalone priority queue for fetches 2024-06-25 03:24:00 -05:00
Austin Mroz 28a710ebf0 Include output files in response
The list of output files needs to bubble back up to the async request
code so that it can be included in the response.
2024-06-24 18:25:37 -05:00
Austin Mroz ec95a0c9b2 Add output tracking.
Will need additional pass to figure out sending the result
2024-06-24 13:22:18 -05:00
Austin Mroz 8debd2cfaf Implement priority system for fetches. 2024-06-24 00:41:22 -05:00
4 changed files with 319 additions and 143 deletions
+65 -78
View File
@@ -1,5 +1,5 @@
GNU GENERAL PUBLIC LICENSE
Version 3, 29 June 2007
GNU AFFERO GENERAL PUBLIC LICENSE
Version 3, 19 November 2007
Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
Everyone is permitted to copy and distribute verbatim copies
@@ -7,17 +7,15 @@
Preamble
The GNU General Public License is a free, copyleft license for
software and other kinds of works.
The GNU Affero General Public License is a free, copyleft license for
software and other kinds of works, specifically designed to ensure
cooperation with the community in the case of network server software.
The licenses for most software and other practical works are designed
to take away your freedom to share and change the works. By contrast,
the GNU General Public License is intended to guarantee your freedom to
our General Public Licenses are intended to guarantee your freedom to
share and change all versions of a program--to make sure it remains free
software for all its users. We, the Free Software Foundation, use the
GNU General Public License for most of our software; it applies also to
any other work released this way by its authors. You can apply it to
your programs, too.
software for all its users.
When we speak of free software, we are referring to freedom, not
price. Our General Public Licenses are designed to make sure that you
@@ -26,44 +24,34 @@ them if you wish), that you receive source code or can get it if you
want it, that you can change the software or use pieces of it in new
free programs, and that you know you can do these things.
To protect your rights, we need to prevent others from denying you
these rights or asking you to surrender the rights. Therefore, you have
certain responsibilities if you distribute copies of the software, or if
you modify it: responsibilities to respect the freedom of others.
Developers that use our General Public Licenses protect your rights
with two steps: (1) assert copyright on the software, and (2) offer
you this License which gives you legal permission to copy, distribute
and/or modify the software.
For example, if you distribute copies of such a program, whether
gratis or for a fee, you must pass on to the recipients the same
freedoms that you received. You must make sure that they, too, receive
or can get the source code. And you must show them these terms so they
know their rights.
A secondary benefit of defending all users' freedom is that
improvements made in alternate versions of the program, if they
receive widespread use, become available for other developers to
incorporate. Many developers of free software are heartened and
encouraged by the resulting cooperation. However, in the case of
software used on network servers, this result may fail to come about.
The GNU General Public License permits making a modified version and
letting the public access it on a server without ever releasing its
source code to the public.
Developers that use the GNU GPL protect your rights with two steps:
(1) assert copyright on the software, and (2) offer you this License
giving you legal permission to copy, distribute and/or modify it.
The GNU Affero General Public License is designed specifically to
ensure that, in such cases, the modified source code becomes available
to the community. It requires the operator of a network server to
provide the source code of the modified version running there to the
users of that server. Therefore, public use of a modified version, on
a publicly accessible server, gives the public access to the source
code of the modified version.
For the developers' and authors' protection, the GPL clearly explains
that there is no warranty for this free software. For both users' and
authors' sake, the GPL requires that modified versions be marked as
changed, so that their problems will not be attributed erroneously to
authors of previous versions.
Some devices are designed to deny users access to install or run
modified versions of the software inside them, although the manufacturer
can do so. This is fundamentally incompatible with the aim of
protecting users' freedom to change the software. The systematic
pattern of such abuse occurs in the area of products for individuals to
use, which is precisely where it is most unacceptable. Therefore, we
have designed this version of the GPL to prohibit the practice for those
products. If such problems arise substantially in other domains, we
stand ready to extend this provision to those domains in future versions
of the GPL, as needed to protect the freedom of users.
Finally, every program is threatened constantly by software patents.
States should not allow patents to restrict development and use of
software on general-purpose computers, but in those that do, we wish to
avoid the special danger that patents applied to a free program could
make it effectively proprietary. To prevent this, the GPL assures that
patents cannot be used to render the program non-free.
An older license, called the Affero General Public License and
published by Affero, was designed to accomplish similar goals. This is
a different license, not a version of the Affero GPL, but Affero has
released a new version of the Affero GPL which permits relicensing under
this license.
The precise terms and conditions for copying, distribution and
modification follow.
@@ -72,7 +60,7 @@ modification follow.
0. Definitions.
"This License" refers to version 3 of the GNU General Public License.
"This License" refers to version 3 of the GNU Affero General Public License.
"Copyright" also means copyright-like laws that apply to other kinds of
works, such as semiconductor masks.
@@ -549,35 +537,45 @@ to collect a royalty for further conveying from those to whom you convey
the Program, the only way you could satisfy both those terms and this
License would be to refrain entirely from conveying the Program.
13. Use with the GNU Affero General Public License.
13. Remote Network Interaction; Use with the GNU General Public License.
Notwithstanding any other provision of this License, if you modify the
Program, your modified version must prominently offer all users
interacting with it remotely through a computer network (if your version
supports such interaction) an opportunity to receive the Corresponding
Source of your version by providing access to the Corresponding Source
from a network server at no charge, through some standard or customary
means of facilitating copying of software. This Corresponding Source
shall include the Corresponding Source for any work covered by version 3
of the GNU General Public License that is incorporated pursuant to the
following paragraph.
Notwithstanding any other provision of this License, you have
permission to link or combine any covered work with a work licensed
under version 3 of the GNU Affero General Public License into a single
under version 3 of the GNU General Public License into a single
combined work, and to convey the resulting work. The terms of this
License will continue to apply to the part which is the covered work,
but the special requirements of the GNU Affero General Public License,
section 13, concerning interaction through a network will apply to the
combination as such.
but the work with which it is combined will remain governed by version
3 of the GNU General Public License.
14. Revised Versions of this License.
The Free Software Foundation may publish revised and/or new versions of
the GNU General Public License from time to time. Such new versions will
be similar in spirit to the present version, but may differ in detail to
the GNU Affero General Public License from time to time. Such new versions
will be similar in spirit to the present version, but may differ in detail to
address new problems or concerns.
Each version is given a distinguishing version number. If the
Program specifies that a certain numbered version of the GNU General
Program specifies that a certain numbered version of the GNU Affero General
Public License "or any later version" applies to it, you have the
option of following the terms and conditions either of that numbered
version or of any later version published by the Free Software
Foundation. If the Program does not specify a version number of the
GNU General Public License, you may choose any version ever published
GNU Affero General Public License, you may choose any version ever published
by the Free Software Foundation.
If the Program specifies that a proxy can decide which future
versions of the GNU General Public License can be used, that proxy's
versions of the GNU Affero General Public License can be used, that proxy's
public statement of acceptance of a version permanently authorizes you
to choose that version for the Program.
@@ -635,40 +633,29 @@ the "copyright" line and a pointer to where the full notice is found.
Copyright (C) <year> <name of author>
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
it under the terms of the GNU Affero General Public License as published
by the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
GNU Affero General Public License for more details.
You should have received a copy of the GNU General Public License
You should have received a copy of the GNU Affero General Public License
along with this program. If not, see <https://www.gnu.org/licenses/>.
Also add information on how to contact you by electronic and paper mail.
If the program does terminal interaction, make it output a short
notice like this when it starts in an interactive mode:
<program> Copyright (C) <year> <name of author>
This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
This is free software, and you are welcome to redistribute it
under certain conditions; type `show c' for details.
The hypothetical commands `show w' and `show c' should show the appropriate
parts of the General Public License. Of course, your program's commands
might be different; for a GUI interface, you would use an "about box".
If your software can interact with users remotely through a computer
network, you should also make sure that it provides a way for users to
get its source. For example, if your program is a web application, its
interface could display a "Source" link that leads users to an archive
of the code. There are many ways you could offer source, and different
solutions will be better for different programs; see section 13 for the
specific requirements.
You should also get your employer (if you work as a programmer) or school,
if any, to sign a "copyright disclaimer" for the program, if necessary.
For more information on this, and how to apply and follow the GNU GPL, see
For more information on this, and how to apply and follow the GNU AGPL, see
<https://www.gnu.org/licenses/>.
The GNU General Public License does not permit incorporating your program
into proprietary programs. If your program is a subroutine library, you
may consider it more useful to permit linking proprietary applications with
the library. If this is what you want to do, use the GNU Lesser General
Public License instead of this License. But first, please read
<https://www.gnu.org/licenses/why-not-lgpl.html>.
+1 -1
View File
@@ -1,4 +1,4 @@
from . import workflowcheckpointing
from . import workflowcheckpointing, orchestration
NODE_CLASS_MAPPINGS = {}
NODE_DISPLAY_NAME_MAPPINGS = {}
+40
View File
@@ -0,0 +1,40 @@
import server
#Check for availability of workflow checkpointing
import importlib
#wcp = importlib.import_module('custom_nodes.ComfyUI-WorkflowCheckpointing.workflowcheckpointing')
web = server.web
ps = server.PromptServer.instance
finished_startup = False
original_server_start = ps.start
async def server_start(*args, **kwargs):
args = list(args)
original_on_start= args[3]
def on_start(scheme, address, port):
if original_on_start is not None:
original_on_start(scheme, address, port)
global finished_startup
finished_startup= True
args[3] = on_start
return await original_server_start(*args, **kwargs)
ps.start = server_start
@ps.routes.get("/health")
async def heath(request):
#while any of the server endpoints could likely be used
return web.json_response([])
@ps.routes.get("/startup")
async def startup(request):
if finished_startup:
return web.json_response([])
return web.Response(status=503)
@ps.routes.get("/ready")
async def ready(request):
current_queue = ps.prompt_queue.get_current_queue()
if len(ps[0]) == 0 and len(ps[1]) == 0:
return web.json_response(current_queue)
return web.json_response(current_queue, status=503)
+213 -64
View File
@@ -13,6 +13,7 @@ import hashlib
import comfy.samplers
import execution
import server
import heapq
SAMPLER_NODES = ["SamplerCustom", "KSampler", "KSamplerAdvanced", "SamplerCustomAdvanced"]
@@ -23,6 +24,7 @@ async def get_header():
return {'Salad-Api-Key': os.environ['SALAD_API_KEY']}
global SALAD_TOKEN
if SALAD_TOKEN is None:
assert 'SALAD_MACHINE_ID' in os.environ, "SALAD_API_KEY must be provided if not deployed"
async with aiohttp.ClientSession() as session:
async with session.get('http://169.254.169.254:80/v1/token') as r:
SALAD_TOKEN =(await r.json())['jwt']
@@ -66,10 +68,8 @@ class RequestLoop:
async with s.delete(url, headers=await get_header()) as r:
await r.text()
async def _reset(self, s, uid):
base_url = '/organizations/' + ORGANIZATION +'/files'
checkpoint_base = '/'.join([base_url, uid, 'checkpoint'])
checkpoint_base = 'https://storage-api.salad.com' + checkpoint_base
async with s.get(base_url, headers=await get_header()) as r:
async with s.get(base_url_path, headers=await get_header()) as r:
js = await r.json()
files = js['files']
checkpoints = list(filter(lambda x: x['url'].startswith(checkpoint_base), files))
@@ -82,30 +82,140 @@ class RequestLoop:
async def process_requests(self):
headers = await get_header()
async with aiohttp.ClientSession('https://storage-api.salad.com') as session:
while True:
if self.do_reset != False:
await self._reset(session, self.do_reset)
self.do_reset = False
if self.active_request is None:
await asyncio.sleep(.1)
else:
req = self.active_request
fd = aiohttp.FormData({'file': req[1]})
async with session.put(req[0], headers=headers, data=fd) as r:
#We don't care about result, but must still await it
await r.text()
with self.mutex:
if not self.queue_high.empty():
self.active_request = self.queue_high.get()
try:
while True:
if self.do_reset != False:
await self._reset(session, self.do_reset)
self.do_reset = False
if self.active_request is None:
await asyncio.sleep(.1)
else:
if self.low is not None:
self.active_request = self.low
self.low = None
req = self.active_request
fd = aiohttp.FormData({'file': req[1]})
async with session.put(req[0], headers=headers, data=fd) as r:
#We don't care about result, but must still await it
await r.text()
with self.mutex:
if not self.queue_high.empty():
self.active_request = self.queue_high.get()
else:
self.active_request = None
if self.low is not None:
self.active_request = self.low
self.low = None
else:
self.active_request = None
except:
#Exceptions from event loop get swallowed and kill the loop
import traceback
traceback.print_exc()
raise
class FetchQueue:
"""Modified priority queue implementation that tracks inflight and allows priority modification"""
def __init__(self):
self.lock = threading.RLock()
self.queue = []# queue contains priority, url, future
self.count = 0
self.consumed = {}
self.new_items = asyncio.Event()
def update_priority(self, i, priority):
#lock must already be acquired
future = self.queue[i][3]
if priority < self.queue[i][0]:
#priority is increased, invalidate old
self.queue[i] = (self.queue[i][0], self.queue[i][1], None, None)
heapq.heappush(self.queue, (priority, self.count, item, future))
self.count += 1
def requeue(self, future, item, dec_priority=1):
with self.lock:
priority = self.consumed[item][1] - dec_priority
heapq.heappush(self.queue, (priority, self.count, future, None))
self.count += 1
self.new_items.set()
def enqueue_checked(self, item, priority):
with self.lock:
if item in self.consumed:
#TODO: Also update in queue
self.consumed[item][1] = min(self.consumed[item][1], priority)
return self.consumed[item][0]
for i in range(len(self.queue)):
if self.queue[i][2] == item:
future = self.queue[i][3]
self.update_priority(i, priority)
return future
future = asyncio.Future()
heapq.heappush(self.queue, (priority, self.count, item, future))
self.count += 1
self.new_items.set()
return future
async def get(self):
while True:
await self.new_items.wait()
with self.lock:
priority, _, item, future = heapq.heappop(self.queue)
if len(self.queue) == 0:
self.new_items.clear()
if item is not None:
if isinstance(item, str):
self.consumed[item] = [future, priority]
return priority, item, future
else:
#item is future
item.set_result(True)
class FetchLoop:
def __init__(self):
self.queue = FetchQueue()
self.semaphore = asyncio.Semaphore(5)
self.cs = aiohttp.ClientSession()
event_loop = server.PromptServer.instance.loop
self.process_loop = event_loop.create_task(self.loop())
os.makedirs("fetches", exist_ok=True)
async def loop(self):
event_loop = server.PromptServer.instance.loop
while True:
await self.semaphore.acquire()
event_loop.create_task(self.fetch(*(await self.queue.get())))
def reset(self, url):
with self.queue.lock:
if url in self.queue.consumed:
self.queue.consumed.pop(url)
def enqueue(self, url, priority=0):
return self.queue.enqueue_checked(url, priority)
async def fetch(self, priority, url, future):
chunk_size = 2**25 #32MB
headers = {}
if url.startswith(base_url):
headers.update(await get_header())
filename = os.path.join('fetches', string_hash(url))
try:
async with self.cs.get(url, headers=headers) as r:
with open(filename, 'wb') as f:
async for chunk in r.content.iter_chunked(chunk_size):
f.write(chunk)
if not r.content.is_eof():
awaken = asyncio.Future()
self.queue.requeue(awaken, url)
await awaken
future.set_result(filename)
except:
future.set_result(None)
raise
finally:
self.semaphore.release()
return
fetch_loop = FetchLoop()
async def prepare_file(url, path, priority):
hashloc = await fetch_loop.enqueue(url, priority)
if os.path.exists(path):
os.remove(path)
#TODO consider if symlinking would be better
os.link(hashloc, path)
ORGANIZATION = os.environ.get('SALAD_ORGANIZATION', None)
if ORGANIZATION is not None:
base_url_path = '/organizations/' + ORGANIZATION +'/files'
base_url = 'https://storage-api.salad.com' + base_url_path
class NetCheckpoint:
def __init__(self):
self.requestloop = RequestLoop()
@@ -139,10 +249,12 @@ class NetCheckpoint:
if unique_id is not None:
if os.path.exists(f"input/checkpoint/{unique_id}.checkpoint"):
os.remove(f"input/checkpoint/{unique_id}.checkpoint")
fetch_loop.reset('/'.join([base_url, self.uid, 'checkpoint', f'{unique_id}.checkpoint']))
return
os.makedirs("input/checkpoint", exist_ok=True)
for file in os.listdir("input/checkpoint"):
os.remove(os.path.join("input/checkpoint", file))
fetch_loop.reset('/'.join([base_url, self.uid, 'checkpoint', file]))
class FileCheckpoint:
def store(self, unique_id, tensors, metadata, priority=0):
@@ -178,54 +290,79 @@ def file_hash(filename):
while n := f.readinto(b):
h.update(b)
return h.hexdigest()
def string_hash(s):
h = hashlib.sha256()
h.update(s.encode('utf-8'))
return h.hexdigest()
def fetch_remote_file(url, filepath, file_hash=None):
assert filepath.find("..") == -1, "Paths may not contain .."
return prepare_file(url, filepath, -1)
async def fetch_remote_file(session, file, semaphore):
filename = os.path.join("input", file['filepath'])
assert filename.find("..") == -1, "Paths may not contain .."
if os.path.exists(filename) and 'hash' in file and file_hash(filename) == file['hash']:
return
if file['url'].startswith('https://storage-api.salad.com/'):
headers = await get_header()
else:
headers = {}
async with semaphore:
async with session.get(file['url'], headers=headers) as r:
with open(filename, 'wb') as fd:
async for chunk in r.content.iter_chunked(2**16):
fd.write(chunk)
async def fetch_remote_files(remote_files, uid=None):
#TODO: Add requested support for zip files?
async with aiohttp.ClientSession() as s:
base_url = 'https://storage-api.salad.com/organizations/' + ORGANIZATION +'/files'
if uid is not None:
checkpoint_base = '/'.join([base_url, uid, 'checkpoint'])
async with s.get(base_url, headers=await get_header()) as r:
js = await r.json()
files = js['files']
checkpoints = list(filter(lambda x: x['url'].startswith(checkpoint_base), files))
for cp in checkpoints:
cp['filepath'] = os.path.join('checkpoint',
cp['url'][len(checkpoint_base)+1:])
remote_files = itertools.chain(remote_files, checkpoints)
semaphore = asyncio.Semaphore(5)
fetches = [asyncio.create_task(fetch_remote_file(s, f, semaphore)) for f in remote_files]
if len(fetches) > 0:
await asyncio.gather(*fetches)
if uid is not None:
checkpoint_base = '/'.join([base_url_path, uid, 'checkpoint'])
checkpoint_base = 'https://storage-api.salad.com'+ checkpoint_base
async with fetch_loop.cs.get(base_url, headers=await get_header()) as r:
js = await r.json()
files = js['files']
checkpoints = list(filter(lambda x: x['url'].startswith(checkpoint_base), files))
for cp in checkpoints:
cp['filepath'] = os.path.join('input/checkpoint',
cp['url'][len(checkpoint_base)+1:])
remote_files = itertools.chain(remote_files, checkpoints)
fetches = []
for f in remote_files:
fetches.append(fetch_remote_file(f['url'],f['filepath'], f.get('file_hash', None)))
if len(fetches) > 0:
await asyncio.gather(*fetches)
completion_futures = {}
def add_future(json_data):
index = max(completion_futures.keys())
json_data['extra_data']['completion_future'] = index
return json_data
server.PromptServer.instance.add_on_prompt_handler(add_future)
prompt_route = next(filter(lambda x: x.path == '/prompt' and x.method == 'POST',
server.PromptServer.instance.routes))
original_post_prompt = prompt_route.handler
async def post_prompt_remote(request):
if 'dump_req' in os.environ:
with open('resp-dump.txt', 'wb') as f:
f.write(await request.read())
import sys
sys.exit()
json_data = await request.json()
if "SALAD_ORGANIZATION" in os.environ:
extra_data = json_data.get("extra_data", {})
#NOTE: Rendered obsolete by existing infrastructure, can be pruned
remote_files = extra_data.get("remote_files", [])
uid = json_data.get("client_id", 'local')
checkpoint.uid = uid
await fetch_remote_files(remote_files, uid=uid)
return await original_post_prompt(request)
if 'prompt' not in json_data:
return server.web.json_response("PreLoad Complete")
f = asyncio.Future()
index = max(completion_futures.keys(),default=0)+1
completion_futures[index] = f
base_res = await original_post_prompt(request)
outputs = await f
completion_futures.pop(index)
if "SALAD_ORGANIZATION" in os.environ:
async with aiohttp.ClientSession('https://storage-api.salad.com') as s:
headers = await get_header()
for i in range(len(outputs)):
with open(outputs[i], 'rb') as f:
data = f.read()
#TODO support uploads > 100MB/ memory optimizations
fd = {'file': data}
url = '/'.join([base_url_path, uid, 'outputs', outputs[i]])
async with s.put(url, headers=headers, data=fd) as r:
await r.text()
outputs[i] = url
res = base_res.text[:-1] + ', "outputs": ' + json.dumps(outputs) + '}'
return server.web.Response(body=res)
#Dangerous
object.__setattr__(prompt_route, 'handler', post_prompt_remote)
@@ -267,15 +404,6 @@ def recursive_execute_injection(*args):
unique_id = args[3]
class_type = args[1][unique_id]['class_type']
extra_data = args[4]
if 'checkpoints' in extra_data:
checkpoint.update(extra_data.pop('checkpoints'))
if 'prompt_checked' not in args[4]:
metadata = checkpoint.get('prompt')[1]
if metadata is None or json.loads(metadata['prompt']) != args[1]:
checkpoint.reset()
checkpoint.store('prompt', {'x': torch.ones(1)},
{'prompt': json.dumps(args[1])}, priority=2)
args[4]['prompt_checked'] = True
if class_type in SAMPLER_NODES:
data, metadata = checkpoint.get(unique_id)
if metadata is not None and 'step' in metadata:
@@ -306,9 +434,30 @@ def recursive_execute_injection(*args):
outputs[x] = 'latent'
checkpoint.store(unique_id, data, {'completed': json.dumps(outputs)}, priority=1)
return res
original_execute = execution.PromptExecutor.execute
def execute_injection(*args, **kwargs):
metadata = checkpoint.get('prompt')[1]
if metadata is None or json.loads(metadata['prompt']) != args[1]:
checkpoint.reset()
checkpoint.store('prompt', {'x': torch.ones(1)},
{'prompt': json.dumps(args[1])}, priority=2)
prev_outputs = {}
os.makedirs("temp", exist_ok=True)
#TODO: Consider subdir recursing?
for item in itertools.chain(os.scandir("output"), os.scandir("temp")):
if item.is_file():
prev_outputs[item.path] = item.stat().st_mtime
original_execute(*args, **kwargs)
outputs = []
for item in itertools.chain(os.scandir("output"), os.scandir("temp")):
if item.is_file() and prev_outputs.get(item.path, 0) < item.stat().st_mtime:
outputs.append(item.path)
if 'completion_future' in args[3]:
completion_futures[args[3]['completion_future']].set_result(outputs)
comfy.samplers.KSAMPLER = CheckpointSampler
execution.recursive_execute = recursive_execute_injection
execution.PromptExecutor.execute = execute_injection
NODE_CLASS_MAPPINGS = {}
NODE_DISPLAY_NAME_MAPPINGS = {}