From 257e987fe2bc7a68f6679a035f0cf7ce1190e4fb Mon Sep 17 00:00:00 2001 From: Konstantine Tsafatinos Date: Fri, 13 Oct 2023 23:21:57 -0400 Subject: [PATCH 01/61] edit discord init --- skynet/frontend/discord/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index b083942..d68dca1 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -66,7 +66,7 @@ class SkynetDiscordFrontend: self.bot = DiscordBot(self) self.cleos = CLEOS(None, None, url=node_url, remote=node_url) self.hyperion = HyperionAPI(hyperion_url) - self.ipfs_node = AsyncIPFSHTTP(ipfs_node) + self.ipfs_node = AsyncIPFSHTTP(ipfs_url) self._exit_stack = ExitStack() self._async_exit_stack = AsyncExitStack() From aeb595ce9abc13a04bd99b813de669e78d676b00 Mon Sep 17 00:00:00 2001 From: Konstantine Tsafatinos Date: Fri, 13 Oct 2023 23:27:16 -0400 Subject: [PATCH 02/61] edit discord init to change default domain to explorer domain --- skynet/frontend/discord/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index d68dca1..4560e72 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -234,7 +234,7 @@ class SkynetDiscordFrontend: await message.edit(embed=embed) return False - tx_link = f'[**Your result on Skynet Explorer**](https://explorer.{DEFAULT_DOMAIN}/v2/explore/transaction/{tx_hash})' + tx_link = f'[**Your result on Skynet Explorer**](https://{self.explorer_domain}/v2/explore/transaction/{tx_hash})' msg_text += f'**request processed!**\n{tx_link}\n[{timestamp_pretty()}] *trying to download image...*\n ' embed = discord.Embed( From 995ab6c5544a4c02f671c9b99c635dddefe06aa8 Mon Sep 17 00:00:00 2001 From: Konstantine Tsafatinos Date: Fri, 13 Oct 2023 23:30:21 -0400 Subject: [PATCH 03/61] add import dependency to init --- skynet/frontend/discord/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index 4560e72..66bde29 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -18,6 +18,7 @@ from leap.hyperion import HyperionAPI import discord import io +from PIL import Image, UnidentifiedImageError from skynet.db import open_database_connection from skynet.ipfs import get_ipfs_file, AsyncIPFSHTTP From 1234d6c55555c3701a689a5da3d2b1e0761882fe Mon Sep 17 00:00:00 2001 From: zoltan Date: Sat, 14 Oct 2023 03:53:59 +0000 Subject: [PATCH 04/61] change work request function to work with new ipfs logic --- skynet/frontend/discord/__init__.py | 40 ++++++++++++----------------- skynet/frontend/discord/utils.py | 11 +++++--- 2 files changed, 24 insertions(+), 27 deletions(-) diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index 66bde29..74675d7 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -265,7 +265,8 @@ class SkynetDiscordFrontend: results[link] = png_img except UnidentifiedImageError: - logging.warning(f'couldn\'t get ipfs binary data at {link}!') + logging.warning( + f'couldn\'t get ipfs binary data at {link}!') tasks = [ get_and_set_results(ipfs_link), @@ -281,32 +282,25 @@ class SkynetDiscordFrontend: png_img = results[ipfs_link] if not png_img: - await self.update_status_message( - status_msg, - caption, - reply_markup=build_redo_menu(), - parse_mode='HTML' - ) + logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') + embed.add_field( + name='Error', value=f'couldn\'t get ipfs hosted image [**here**]({ipfs_link})!') + await message.edit(embed=embed, view=SkynetView(self)) return True # reword this function, may not need caption caption, embed = generate_reply_caption( - user, params, tx_hash, worker, reward) + user, params, tx_hash, worker, reward, self.explorer_domain) - if not resp or resp.status_code != 200: - logging.error(f'couldn\'t get ipfs hosted image at {ipfs_link}!') - embed.add_field(name='Error', value=f'couldn\'t get ipfs hosted image [**here**]({ipfs_link})!') - await message.edit(embed=embed, view=SkynetView(self)) - else: - logging.info(f'success! sending generated image') - await message.delete() - if file_id: # img2img - embed.set_thumbnail( - url='https://ipfs.skygpu.net/ipfs/' + binary_data + '/image.png') - embed.set_image(url=ipfs_link) - await send(embed=embed, view=SkynetView(self)) - else: # txt2img - embed.set_image(url=ipfs_link) - await send(embed=embed, view=SkynetView(self)) + logging.info(f'success! sending generated image') + await message.delete() + if file_id: # img2img + embed.set_thumbnail( + url='https://ipfs.skygpu.net/ipfs/' + binary_data + '/image.png') + embed.set_image(url=ipfs_link) + await send(embed=embed, view=SkynetView(self)) + else: # txt2img + embed.set_image(url=ipfs_link) + await send(embed=embed, view=SkynetView(self)) return True diff --git a/skynet/frontend/discord/utils.py b/skynet/frontend/discord/utils.py index 6156384..36ac820 100644 --- a/skynet/frontend/discord/utils.py +++ b/skynet/frontend/discord/utils.py @@ -32,7 +32,8 @@ class SKYExceptionHandler(ExceptionHandler): def build_redo_menu(): - btn_redo = InlineKeyboardButton("Redo", callback_data=json.dumps({'method': 'redo'})) + btn_redo = InlineKeyboardButton( + "Redo", callback_data=json.dumps({'method': 'redo'})) inline_keyboard = InlineKeyboardMarkup() inline_keyboard.add(btn_redo) return inline_keyboard @@ -42,7 +43,7 @@ def prepare_metainfo_caption(user, worker: str, reward: str, meta: dict, embed) prompt = meta["prompt"] if len(prompt) > 256: prompt = prompt[:256] - + gen_str = f'generated by {user.name}\n' gen_str += f'performed by {worker}\n' gen_str += f'reward: {reward}\n' @@ -89,7 +90,8 @@ def generate_reply_caption( url=f'https://{explorer_domain}/v2/explore/transaction/{tx_hash}', color=discord.Color.blue()) - meta_info = prepare_metainfo_caption(user, worker, reward, params, explorer_link) + meta_info = prepare_metainfo_caption( + user, worker, reward, params, explorer_link) # why do we have this? final_msg = '\n'.join([ @@ -98,7 +100,7 @@ def generate_reply_caption( f'PARAMETER INFO:\n{meta_info}' ]) - final_msg = '\n'.join([ + final_msg += '\n'.join([ # f'***{explorer_link}***', f'{meta_info}' ]) @@ -112,6 +114,7 @@ async def get_global_config(cleos): return (await cleos.aget_table( 'telos.gpu', 'telos.gpu', 'config'))[0] + async def get_user_nonce(cleos, user: str): return (await cleos.aget_table( 'telos.gpu', 'telos.gpu', 'users', From 9821aac16abe7613f063594529b500b35f1ba24f Mon Sep 17 00:00:00 2001 From: zoltan Date: Sat, 14 Oct 2023 03:58:38 +0000 Subject: [PATCH 05/61] change log info for caption --- skynet/frontend/discord/utils.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/skynet/frontend/discord/utils.py b/skynet/frontend/discord/utils.py index 36ac820..e7ae885 100644 --- a/skynet/frontend/discord/utils.py +++ b/skynet/frontend/discord/utils.py @@ -100,10 +100,10 @@ def generate_reply_caption( f'PARAMETER INFO:\n{meta_info}' ]) - final_msg += '\n'.join([ - # f'***{explorer_link}***', - f'{meta_info}' - ]) + # final_msg += '\n'.join([ + # # f'***{explorer_link}***', + # f'{meta_info}' + # ]) logging.info(final_msg) From d3cf3bc6f2d2504aaaed2e74b8e11a61cb28872a Mon Sep 17 00:00:00 2001 From: zoltan Date: Thu, 25 Jan 2024 19:06:04 +0000 Subject: [PATCH 06/61] fix img to img bug --- skynet/frontend/discord/__init__.py | 17 +++++++-- skynet/frontend/discord/bot.py | 2 +- skynet/frontend/discord/handlers.py | 32 ++++++++-------- skynet/frontend/discord/ui.py | 58 ++++++++++++++++++----------- 4 files changed, 67 insertions(+), 42 deletions(-) diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index 74675d7..4c5bf31 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -17,6 +17,7 @@ from leap.hyperion import HyperionAPI # from telebot.types import InputMediaPhoto import discord +import requests import io from PIL import Image, UnidentifiedImageError @@ -295,10 +296,20 @@ class SkynetDiscordFrontend: logging.info(f'success! sending generated image') await message.delete() if file_id: # img2img - embed.set_thumbnail( - url='https://ipfs.skygpu.net/ipfs/' + binary_data + '/image.png') embed.set_image(url=ipfs_link) - await send(embed=embed, view=SkynetView(self)) + orig_url = f'https://{self.ipfs_domain}/ipfs/' + binary_data + res = requests.get(orig_url, stream=True) + if res.status_code == 200: + with io.BytesIO(res.content) as img: + file = discord.File(img, filename='image.png') + embed.set_thumbnail(url='attachment://image.png') + await send(embed=embed, view=SkynetView(self), file=file) + # orig_url = f'https://{self.ipfs_domain}/ipfs/' \ + # + binary_data + '/image.png' + # embed.set_thumbnail( + # url=orig_url) + else: + await send(embed=embed, view=SkynetView(self)) else: # txt2img embed.set_image(url=ipfs_link) await send(embed=embed, view=SkynetView(self)) diff --git a/skynet/frontend/discord/bot.py b/skynet/frontend/discord/bot.py index accc926..3f1b654 100644 --- a/skynet/frontend/discord/bot.py +++ b/skynet/frontend/discord/bot.py @@ -44,7 +44,7 @@ class DiscordBot(commands.Bot): await channel.send('Skynet bot online', view=SkynetView(self.bot)) # intro_msg = await channel.send('Welcome to the Skynet discord bot.\nSkynet is a decentralized compute layer, focused on supporting AI paradigms. Skynet leverages blockchain technology to manage work requests and fills. We are currently featuring image generation and support 11 different models. Get started with the /help command, or just click on some buttons. Here is an example command to generate an image:\n/txt2img a big red tractor in a giant field of corn') intro_msg = await channel.send("Welcome to Skynet's Discord Bot,\n\nSkynet operates as a decentralized compute layer, offering a wide array of support for diverse AI paradigms through the use of blockchain technology. Our present focus is image generation, powered by 11 distinct models.\n\nTo begin exploring, use the '/help' command or directly interact with the provided buttons. Here is an example command to generate an image:\n\n'/txt2img a big red tractor in a giant field of corn'") - await intro_msg.pin() + # await intro_msg.pin() print("\n==============") print("Logged in as") diff --git a/skynet/frontend/discord/handlers.py b/skynet/frontend/discord/handlers.py index 5b68892..27da3cd 100644 --- a/skynet/frontend/discord/handlers.py +++ b/skynet/frontend/discord/handlers.py @@ -42,6 +42,7 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): await ctx.reply(content=reply_txt, view=SkynetView(frontend)) bot.remove_command('help') + @bot.command(name='help', help='Responds with a help') async def help(ctx): splt_msg = ctx.message.content.split(' ') @@ -62,7 +63,7 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): clean_cool_word = '\n'.join(CLEAN_COOL_WORDS) await ctx.send(content=f'```{clean_cool_word}```', view=SkynetView(frontend)) - @bot.command(name='stats', help='See user statistics' ) + @bot.command(name='stats', help='See user statistics') async def user_stats(ctx): user = ctx.author @@ -96,9 +97,8 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): prompt = ' '.join(ctx.message.content.split(' ')[1:]) if len(prompt) == 0: - await status_msg.edit(content= - 'Empty text prompt ignored.' - ) + await status_msg.edit(content='Empty text prompt ignored.' + ) await db_call('update_user_request', status_msg.id, 'Empty text prompt ignored.') return @@ -209,14 +209,23 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): file_id = str(file.id) # file bytes image_raw = await file.read() + + user_config = {**user_row} + del user_config['id'] with Image.open(io.BytesIO(image_raw)) as image: w, h = image.size - if w > 512 or h > 512: + if w > user_config['width'] or h > user_config['height']: logging.warning(f'user sent img of size {image.size}') - image.thumbnail((512, 512)) + image.thumbnail( + (user_config['width'], user_config['height'])) logging.warning(f'resized it to {image.size}') + # if w > 512 or h > 512: + # logging.warning(f'user sent img of size {image.size}') + # image.thumbnail((512, 512)) + # logging.warning(f'resized it to {image.size}') + # image.save(f'ipfs-docker-staging/image.png', format='PNG') image_loc = 'ipfs-staging/image.png' image.save(image_loc, format='PNG') @@ -228,9 +237,6 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): logging.info(f'mid: {ctx.message.id}') - user_config = {**user_row} - del user_config['id'] - params = { 'prompt': prompt, **user_config @@ -240,8 +246,8 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): 'update_user_stats', user.id, 'img2img', - last_file=file_id, last_prompt=prompt, + last_file=file_id, last_binary=ipfs_hash ) @@ -254,8 +260,6 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): if success: await db_call('increment_generated', user.id) - - # TODO: DELETE BELOW # user = 'testworker3' # status_msg = 'status' @@ -314,7 +318,6 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): # await bot.reply_to( # message, f'Total requests on skynet queue: {len(queue)}') - # @bot.message_handler(commands=['config']) # async def set_config(message): # user = message.from_user.id @@ -361,7 +364,6 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): # # await bot.send_message(GROUP_ID, message.text[4:]) - # generic txt2img handler # async def _generic_txt2img(message_or_query): @@ -562,7 +564,6 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): # binary_data=binary # ) - # "proxy" handlers just request routers # @bot.message_handler(commands=['txt2img']) @@ -594,7 +595,6 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): # case 'redo': # await _redo(call) - # catch all handler for things we dont support # @bot.message_handler(func=lambda message: True) diff --git a/skynet/frontend/discord/ui.py b/skynet/frontend/discord/ui.py index 1e6fd97..2e6351a 100644 --- a/skynet/frontend/discord/ui.py +++ b/skynet/frontend/discord/ui.py @@ -11,14 +11,22 @@ class SkynetView(discord.ui.View): def __init__(self, bot): self.bot = bot super().__init__(timeout=None) - self.add_item(RedoButton('redo', discord.ButtonStyle.primary, self.bot)) - self.add_item(Txt2ImgButton('txt2img', discord.ButtonStyle.primary, self.bot)) - self.add_item(Img2ImgButton('img2img', discord.ButtonStyle.primary, self.bot)) - self.add_item(StatsButton('stats', discord.ButtonStyle.secondary, self.bot)) - self.add_item(DonateButton('donate', discord.ButtonStyle.secondary, self.bot)) - self.add_item(ConfigButton('config', discord.ButtonStyle.secondary, self.bot)) - self.add_item(HelpButton('help', discord.ButtonStyle.secondary, self.bot)) - self.add_item(CoolButton('cool', discord.ButtonStyle.secondary, self.bot)) + self.add_item(RedoButton( + 'redo', discord.ButtonStyle.primary, self.bot)) + self.add_item(Txt2ImgButton( + 'txt2img', discord.ButtonStyle.primary, self.bot)) + self.add_item(Img2ImgButton( + 'img2img', discord.ButtonStyle.primary, self.bot)) + self.add_item(StatsButton( + 'stats', discord.ButtonStyle.secondary, self.bot)) + self.add_item(DonateButton( + 'donate', discord.ButtonStyle.secondary, self.bot)) + self.add_item(ConfigButton( + 'config', discord.ButtonStyle.secondary, self.bot)) + self.add_item(HelpButton( + 'help', discord.ButtonStyle.secondary, self.bot)) + self.add_item(CoolButton( + 'cool', discord.ButtonStyle.secondary, self.bot)) class Txt2ImgButton(discord.ui.Button): @@ -44,9 +52,8 @@ class Txt2ImgButton(discord.ui.Button): prompt = msg.content if len(prompt) == 0: - await status_msg.edit(content= - 'Empty text prompt ignored.' - ) + await status_msg.edit(content='Empty text prompt ignored.' + ) await db_call('update_user_request', status_msg.id, 'Empty text prompt ignored.') return @@ -111,26 +118,35 @@ class Img2ImgButton(discord.ui.Button): file_id = str(file.id) # file bytes image_raw = await file.read() + + user_config = {**user_row} + del user_config['id'] + with Image.open(io.BytesIO(image_raw)) as image: w, h = image.size - if w > 512 or h > 512: + if w > user_config['width'] or h > user_config['height']: logging.warning(f'user sent img of size {image.size}') - image.thumbnail((512, 512)) + image.thumbnail( + (user_config['width'], user_config['height'])) logging.warning(f'resized it to {image.size}') - image.save(f'ipfs-docker-staging/image.png', format='PNG') + # if w > 512 or h > 512: + # logging.warning(f'user sent img of size {image.size}') + # image.thumbnail((512, 512)) + # logging.warning(f'resized it to {image.size}') + # image.save(f'ipfs-docker-staging/image.png', format='PNG') + image_loc = 'ipfs-staging/image.png' + image.save(image_loc, format='PNG') - ipfs_hash = ipfs_node.add('image.png') - ipfs_node.pin(ipfs_hash) + ipfs_info = await ipfs_node.add(image_loc) + ipfs_hash = ipfs_info['Hash'] + await ipfs_node.pin(ipfs_hash) logging.info(f'published input image {ipfs_hash} on ipfs') logging.info(f'mid: {msg.id}') - user_config = {**user_row} - del user_config['id'] - params = { 'prompt': prompt, **user_config @@ -140,8 +156,8 @@ class Img2ImgButton(discord.ui.Button): 'update_user_stats', user.id, 'img2img', - last_file=file_id, last_prompt=prompt, + last_file=file_id, last_binary=ipfs_hash ) @@ -307,5 +323,3 @@ async def grab(prompt, interaction): await interaction.response.send_message(prompt, ephemeral=True) message = await interaction.client.wait_for('message', check=vet) return message - - From 7f62bf00444d2714a91c01ba14f6d795df879d9c Mon Sep 17 00:00:00 2001 From: zoltan Date: Wed, 19 Jun 2024 22:04:26 +0000 Subject: [PATCH 07/61] update discord link --- skynet/frontend/discord/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/skynet/frontend/discord/utils.py b/skynet/frontend/discord/utils.py index e7ae885..ac73646 100644 --- a/skynet/frontend/discord/utils.py +++ b/skynet/frontend/discord/utils.py @@ -70,7 +70,7 @@ def prepare_metainfo_caption(user, worker: str, reward: str, meta: dict, embed) embed.add_field(name='Parameters', value=f'```{meta_str}```', inline=False) foot_str = f'Made with Skynet v{VERSION}\n' - foot_str += f'JOIN THE SWARM: https://discord.gg/JYM4YPMgK' + foot_str += f'JOIN THE SWARM: https://discord.gg/PAabjJtZAF' embed.set_footer(text=foot_str) From 7c1681f76ec056b23241911ba7beaa9334496dff Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 26 Nov 2024 21:40:13 -0300 Subject: [PATCH 08/61] Switch to gpu.scd in all relevant segments --- skynet/cli.py | 20 ++++++++++---------- skynet/dgpu/network.py | 18 +++++++++--------- skynet/frontend/discord/__init__.py | 4 ++-- skynet/frontend/discord/handlers.py | 2 +- skynet/frontend/discord/utils.py | 4 ++-- skynet/frontend/telegram/__init__.py | 4 ++-- skynet/frontend/telegram/handlers.py | 2 +- skynet/frontend/telegram/utils.py | 4 ++-- skynet/ipfs/pinner.py | 8 ++++---- 9 files changed, 33 insertions(+), 33 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 9dec928..859e2b6 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -141,7 +141,7 @@ def enqueue( }) res = await cleos.a_push_action( - 'telos.gpu', + 'gpu.scd', 'enqueue', { 'user': Name(account), @@ -176,7 +176,7 @@ def clean( trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'clean', {}, account, key, permission=permission @@ -191,9 +191,9 @@ def queue(): resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ - 'code': 'telos.gpu', + 'code': 'gpu.scd', 'table': 'queue', - 'scope': 'telos.gpu', + 'scope': 'gpu.scd', 'json': True } ) @@ -208,7 +208,7 @@ def status(request_id: int): resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ - 'code': 'telos.gpu', + 'code': 'gpu.scd', 'table': 'status', 'scope': request_id, 'json': True @@ -232,7 +232,7 @@ def dequeue(request_id: int): res = trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'dequeue', { 'user': Name(account), @@ -267,7 +267,7 @@ def config( res = trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'config', { 'token_contract': token_contract, @@ -296,13 +296,13 @@ def deposit(quantity: str): res = trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'transfer', { 'sender': Name(account), - 'recipient': Name('telos.gpu'), + 'recipient': Name('gpu.scd'), 'amount': asset_from_str(quantity), - 'memo': f'{account} transferred {quantity} to telos.gpu' + 'memo': f'{account} transferred {quantity} to gpu.scd' }, account, key, permission=permission ) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 276d187..dfe4d67 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -72,7 +72,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'queue', + 'gpu.scd', 'gpu.scd', 'queue', index_position=2, key_type='i64', lower_bound=int(time.time()) - 3600 @@ -83,14 +83,14 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.aget_table, - 'telos.gpu', request_id, 'status'), ret_fail=[]) + 'gpu.scd', request_id, 'status'), ret_fail=[]) async def get_global_config(self): logging.info('get_global_config') rows = await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'config')) + 'gpu.scd', 'gpu.scd', 'config')) if rows: return rows[0] @@ -102,7 +102,7 @@ class SkynetGPUConnector: rows = await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'users', + 'gpu.scd', 'gpu.scd', 'users', index_position=1, key_type='name', lower_bound=self.account, @@ -149,7 +149,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'workbegin', { 'worker': self.account, @@ -166,7 +166,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'workcancel', { 'worker': self.account, @@ -189,7 +189,7 @@ class SkynetGPUConnector: await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'withdraw', { 'user': self.account, @@ -205,7 +205,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'results', + 'gpu.scd', 'gpu.scd', 'results', index_position=4, key_type='name', lower_bound=self.account, @@ -224,7 +224,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'submit', { 'worker': self.account, diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index b083942..71122ea 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -153,7 +153,7 @@ class SkynetDiscordFrontend: reward = '20.0000 GPU' res = await self.cleos.a_push_action( - 'telos.gpu', + 'gpu.scd', 'enqueue', { 'user': Name(self.account), @@ -200,7 +200,7 @@ class SkynetDiscordFrontend: try: submits = await self.hyperion.aget_actions( account=self.account, - filter='telos.gpu:submit', + filter='gpu.scd:submit', sort='desc', after=request_time ) diff --git a/skynet/frontend/discord/handlers.py b/skynet/frontend/discord/handlers.py index 5b68892..75d3563 100644 --- a/skynet/frontend/discord/handlers.py +++ b/skynet/frontend/discord/handlers.py @@ -305,7 +305,7 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): # async def queue(message): # an_hour_ago = datetime.now() - timedelta(hours=1) # queue = await cleos.aget_table( - # 'telos.gpu', 'telos.gpu', 'queue', + # 'gpu.scd', 'gpu.scd', 'queue', # index_position=2, # key_type='i64', # sort='desc', diff --git a/skynet/frontend/discord/utils.py b/skynet/frontend/discord/utils.py index 6156384..3282e17 100644 --- a/skynet/frontend/discord/utils.py +++ b/skynet/frontend/discord/utils.py @@ -110,11 +110,11 @@ def generate_reply_caption( async def get_global_config(cleos): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'config'))[0] + 'gpu.scd', 'gpu.scd', 'config'))[0] async def get_user_nonce(cleos, user: str): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'users', + 'gpu.scd', 'gpu.scd', 'users', index_position=1, key_type='name', lower_bound=user, diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 14f8c6b..d4fd549 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -143,7 +143,7 @@ class SkynetTelegramFrontend: reward = '20.0000 GPU' res = await self.cleos.a_push_action( - 'telos.gpu', + 'gpu.scd', 'enqueue', { 'user': Name(self.account), @@ -193,7 +193,7 @@ class SkynetTelegramFrontend: try: submits = await self.hyperion.aget_actions( account=self.account, - filter='telos.gpu:submit', + filter='gpu.scd:submit', sort='desc', after=request_time ) diff --git a/skynet/frontend/telegram/handlers.py b/skynet/frontend/telegram/handlers.py index ef0e31f..63abe60 100644 --- a/skynet/frontend/telegram/handlers.py +++ b/skynet/frontend/telegram/handlers.py @@ -47,7 +47,7 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): async def queue(message): an_hour_ago = datetime.now() - timedelta(hours=1) queue = await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'queue', + 'gpu.scd', 'gpu.scd', 'queue', index_position=2, key_type='i64', sort='desc', diff --git a/skynet/frontend/telegram/utils.py b/skynet/frontend/telegram/utils.py index 01a2a9b..f438623 100644 --- a/skynet/frontend/telegram/utils.py +++ b/skynet/frontend/telegram/utils.py @@ -95,11 +95,11 @@ def generate_reply_caption( async def get_global_config(cleos): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'config'))[0] + 'gpu.scd', 'gpu.scd', 'config'))[0] async def get_user_nonce(cleos, user: str): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'users', + 'gpu.scd', 'gpu.scd', 'users', index_position=1, key_type='name', lower_bound=user, diff --git a/skynet/ipfs/pinner.py b/skynet/ipfs/pinner.py index f3a51f9..1db06fe 100644 --- a/skynet/ipfs/pinner.py +++ b/skynet/ipfs/pinner.py @@ -44,8 +44,8 @@ class SkynetPinner: async def capture_enqueues(self, after: datetime): enqueues = await self.hyperion.aget_actions( - account='telos.gpu', - filter='telos.gpu:enqueue', + account='gpu.scd', + filter='gpu.scd:enqueue', sort='desc', after=after.isoformat(), limit=1000 @@ -63,8 +63,8 @@ class SkynetPinner: async def capture_submits(self, after: datetime): submits = await self.hyperion.aget_actions( - account='telos.gpu', - filter='telos.gpu:submit', + account='gpu.scd', + filter='gpu.scd:submit', sort='desc', after=after.isoformat(), limit=1000 From 3eab407c00598b5d027f52866addc31ec7e69bb9 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Tue, 26 Nov 2024 21:40:13 -0300 Subject: [PATCH 09/61] Switch to gpu.scd in all relevant segments --- skynet/cli.py | 20 ++++++++++---------- skynet/dgpu/network.py | 18 +++++++++--------- skynet/frontend/discord/__init__.py | 4 ++-- skynet/frontend/discord/handlers.py | 2 +- skynet/frontend/discord/utils.py | 4 ++-- skynet/frontend/telegram/__init__.py | 4 ++-- skynet/frontend/telegram/handlers.py | 2 +- skynet/frontend/telegram/utils.py | 4 ++-- skynet/ipfs/pinner.py | 8 ++++---- 9 files changed, 33 insertions(+), 33 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 9dec928..859e2b6 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -141,7 +141,7 @@ def enqueue( }) res = await cleos.a_push_action( - 'telos.gpu', + 'gpu.scd', 'enqueue', { 'user': Name(account), @@ -176,7 +176,7 @@ def clean( trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'clean', {}, account, key, permission=permission @@ -191,9 +191,9 @@ def queue(): resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ - 'code': 'telos.gpu', + 'code': 'gpu.scd', 'table': 'queue', - 'scope': 'telos.gpu', + 'scope': 'gpu.scd', 'json': True } ) @@ -208,7 +208,7 @@ def status(request_id: int): resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ - 'code': 'telos.gpu', + 'code': 'gpu.scd', 'table': 'status', 'scope': request_id, 'json': True @@ -232,7 +232,7 @@ def dequeue(request_id: int): res = trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'dequeue', { 'user': Name(account), @@ -267,7 +267,7 @@ def config( res = trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'config', { 'token_contract': token_contract, @@ -296,13 +296,13 @@ def deposit(quantity: str): res = trio.run( partial( cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'transfer', { 'sender': Name(account), - 'recipient': Name('telos.gpu'), + 'recipient': Name('gpu.scd'), 'amount': asset_from_str(quantity), - 'memo': f'{account} transferred {quantity} to telos.gpu' + 'memo': f'{account} transferred {quantity} to gpu.scd' }, account, key, permission=permission ) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 276d187..dfe4d67 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -72,7 +72,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'queue', + 'gpu.scd', 'gpu.scd', 'queue', index_position=2, key_type='i64', lower_bound=int(time.time()) - 3600 @@ -83,14 +83,14 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.aget_table, - 'telos.gpu', request_id, 'status'), ret_fail=[]) + 'gpu.scd', request_id, 'status'), ret_fail=[]) async def get_global_config(self): logging.info('get_global_config') rows = await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'config')) + 'gpu.scd', 'gpu.scd', 'config')) if rows: return rows[0] @@ -102,7 +102,7 @@ class SkynetGPUConnector: rows = await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'users', + 'gpu.scd', 'gpu.scd', 'users', index_position=1, key_type='name', lower_bound=self.account, @@ -149,7 +149,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'workbegin', { 'worker': self.account, @@ -166,7 +166,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'workcancel', { 'worker': self.account, @@ -189,7 +189,7 @@ class SkynetGPUConnector: await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'withdraw', { 'user': self.account, @@ -205,7 +205,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.aget_table, - 'telos.gpu', 'telos.gpu', 'results', + 'gpu.scd', 'gpu.scd', 'results', index_position=4, key_type='name', lower_bound=self.account, @@ -224,7 +224,7 @@ class SkynetGPUConnector: return await failable( partial( self.cleos.a_push_action, - 'telos.gpu', + 'gpu.scd', 'submit', { 'worker': self.account, diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index 4c5bf31..a6bc0f3 100644 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -155,7 +155,7 @@ class SkynetDiscordFrontend: reward = '20.0000 GPU' res = await self.cleos.a_push_action( - 'telos.gpu', + 'gpu.scd', 'enqueue', { 'user': Name(self.account), @@ -202,7 +202,7 @@ class SkynetDiscordFrontend: try: submits = await self.hyperion.aget_actions( account=self.account, - filter='telos.gpu:submit', + filter='gpu.scd:submit', sort='desc', after=request_time ) diff --git a/skynet/frontend/discord/handlers.py b/skynet/frontend/discord/handlers.py index 27da3cd..95bfc52 100644 --- a/skynet/frontend/discord/handlers.py +++ b/skynet/frontend/discord/handlers.py @@ -309,7 +309,7 @@ def create_handler_context(frontend: 'SkynetDiscordFrontend'): # async def queue(message): # an_hour_ago = datetime.now() - timedelta(hours=1) # queue = await cleos.aget_table( - # 'telos.gpu', 'telos.gpu', 'queue', + # 'gpu.scd', 'gpu.scd', 'queue', # index_position=2, # key_type='i64', # sort='desc', diff --git a/skynet/frontend/discord/utils.py b/skynet/frontend/discord/utils.py index ac73646..8f6d484 100644 --- a/skynet/frontend/discord/utils.py +++ b/skynet/frontend/discord/utils.py @@ -112,12 +112,12 @@ def generate_reply_caption( async def get_global_config(cleos): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'config'))[0] + 'gpu.scd', 'gpu.scd', 'config'))[0] async def get_user_nonce(cleos, user: str): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'users', + 'gpu.scd', 'gpu.scd', 'users', index_position=1, key_type='name', lower_bound=user, diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 14f8c6b..d4fd549 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -143,7 +143,7 @@ class SkynetTelegramFrontend: reward = '20.0000 GPU' res = await self.cleos.a_push_action( - 'telos.gpu', + 'gpu.scd', 'enqueue', { 'user': Name(self.account), @@ -193,7 +193,7 @@ class SkynetTelegramFrontend: try: submits = await self.hyperion.aget_actions( account=self.account, - filter='telos.gpu:submit', + filter='gpu.scd:submit', sort='desc', after=request_time ) diff --git a/skynet/frontend/telegram/handlers.py b/skynet/frontend/telegram/handlers.py index ef0e31f..63abe60 100644 --- a/skynet/frontend/telegram/handlers.py +++ b/skynet/frontend/telegram/handlers.py @@ -47,7 +47,7 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): async def queue(message): an_hour_ago = datetime.now() - timedelta(hours=1) queue = await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'queue', + 'gpu.scd', 'gpu.scd', 'queue', index_position=2, key_type='i64', sort='desc', diff --git a/skynet/frontend/telegram/utils.py b/skynet/frontend/telegram/utils.py index 01a2a9b..f438623 100644 --- a/skynet/frontend/telegram/utils.py +++ b/skynet/frontend/telegram/utils.py @@ -95,11 +95,11 @@ def generate_reply_caption( async def get_global_config(cleos): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'config'))[0] + 'gpu.scd', 'gpu.scd', 'config'))[0] async def get_user_nonce(cleos, user: str): return (await cleos.aget_table( - 'telos.gpu', 'telos.gpu', 'users', + 'gpu.scd', 'gpu.scd', 'users', index_position=1, key_type='name', lower_bound=user, diff --git a/skynet/ipfs/pinner.py b/skynet/ipfs/pinner.py index f3a51f9..1db06fe 100644 --- a/skynet/ipfs/pinner.py +++ b/skynet/ipfs/pinner.py @@ -44,8 +44,8 @@ class SkynetPinner: async def capture_enqueues(self, after: datetime): enqueues = await self.hyperion.aget_actions( - account='telos.gpu', - filter='telos.gpu:enqueue', + account='gpu.scd', + filter='gpu.scd:enqueue', sort='desc', after=after.isoformat(), limit=1000 @@ -63,8 +63,8 @@ class SkynetPinner: async def capture_submits(self, after: datetime): submits = await self.hyperion.aget_actions( - account='telos.gpu', - filter='telos.gpu:submit', + account='gpu.scd', + filter='gpu.scd:submit', sort='desc', after=after.isoformat(), limit=1000 From 687ff6f118647a4a4e5b9acf1a84fd740c177c11 Mon Sep 17 00:00:00 2001 From: zoltan Date: Wed, 27 Nov 2024 16:19:08 +0000 Subject: [PATCH 10/61] update ipfs_gateway_url reqs for discord config to be optional --- skynet/cli.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/skynet/cli.py b/skynet/cli.py index 859e2b6..18ec273 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -453,7 +453,12 @@ def discord( node_url = load_key(config, 'skynet.discord.node_url') hyperion_url = load_key(config, 'skynet.discord.hyperion_url') - ipfs_gateway_url = load_key(config, 'skynet.discord.ipfs_gateway_url') + try: + ipfs_gateway_url = load_key(config, 'skynet.discord.ipfs_gateway_url') + + except ConfigParsingError: + ipfs_gateway_url = None + ipfs_url = load_key(config, 'skynet.discord.ipfs_url') try: From 7274fb017dab722f8678f7373e66e0df05312ee3 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 9 Jan 2025 14:03:56 -0300 Subject: [PATCH 11/61] Drop old ipfs stuff --- launch_ipfs.sh | 36 ------------------------------------ skynet.toml.example | 2 -- skynet/cli.py | 25 ------------------------- 3 files changed, 63 deletions(-) delete mode 100755 launch_ipfs.sh diff --git a/launch_ipfs.sh b/launch_ipfs.sh deleted file mode 100755 index 47032da..0000000 --- a/launch_ipfs.sh +++ /dev/null @@ -1,36 +0,0 @@ -#!/bin/bash - -name='skynet-ipfs' -peers=("$@") - -data_dir="$(pwd)/ipfs-docker-data" -data_target='/data/ipfs' - -# Create data directory if it doesn't exist -mkdir -p "$data_dir" - -# Run the container -docker run -d \ - --name "$name" \ - -p 8080:8080/tcp \ - -p 4001:4001/tcp \ - -p 127.0.0.1:5001:5001/tcp \ - --mount type=bind,source="$data_dir",target="$data_target" \ - --rm \ - ipfs/go-ipfs:latest - -# Change ownership -docker exec "$name" chown 1000:1000 -R "$data_target" - -# Wait for Daemon to be ready -while read -r log; do - echo "$log" - if [[ "$log" == *"Daemon is ready"* ]]; then - break - fi -done < <(docker logs -f "$name") - -# Connect to peers -for peer in "${peers[@]}"; do - docker exec "$name" ipfs swarm connect "$peer" || echo "Error connecting to peer: $peer" -done diff --git a/skynet.toml.example b/skynet.toml.example index 97423e3..a075a30 100644 --- a/skynet.toml.example +++ b/skynet.toml.example @@ -21,7 +21,6 @@ permission = 'active' key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' node_url = 'https://testnet.skygpu.net' hyperion_url = 'https://testnet.skygpu.net' -ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' ipfs_url = 'http://127.0.0.1:5001' token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' @@ -31,7 +30,6 @@ permission = 'active' key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' node_url = 'https://testnet.skygpu.net' hyperion_url = 'https://testnet.skygpu.net' -ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' ipfs_url = 'http://127.0.0.1:5001' token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' diff --git a/skynet/cli.py b/skynet/cli.py index 18ec273..6c82774 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -383,12 +383,6 @@ def telegram( node_url = load_key(config, 'skynet.telegram.node_url') hyperion_url = load_key(config, 'skynet.telegram.hyperion_url') - try: - ipfs_gateway_url = load_key(config, 'skynet.telegram.ipfs_gateway_url') - - except ConfigParsingError: - ipfs_gateway_url = None - ipfs_url = load_key(config, 'skynet.telegram.ipfs_url') try: @@ -412,7 +406,6 @@ def telegram( hyperion_url, db_host, db_user, db_pass, ipfs_url, - remote_ipfs_node=ipfs_gateway_url, key=key, explorer_domain=explorer_domain, ipfs_domain=ipfs_domain @@ -453,12 +446,6 @@ def discord( node_url = load_key(config, 'skynet.discord.node_url') hyperion_url = load_key(config, 'skynet.discord.hyperion_url') - try: - ipfs_gateway_url = load_key(config, 'skynet.discord.ipfs_gateway_url') - - except ConfigParsingError: - ipfs_gateway_url = None - ipfs_url = load_key(config, 'skynet.discord.ipfs_url') try: @@ -482,7 +469,6 @@ def discord( hyperion_url, db_host, db_user, db_pass, ipfs_url, - remote_ipfs_node=ipfs_gateway_url, key=key, explorer_domain=explorer_domain, ipfs_domain=ipfs_domain @@ -494,17 +480,6 @@ def discord( asyncio.run(_async_main()) -@run.command() -@click.option('--loglevel', '-l', default='INFO', help='logging level') -@click.option('--name', '-n', default='skynet-ipfs', help='container name') -@click.option('--peer', '-p', default=(), help='connect to peer', multiple=True, type=str) -def ipfs(loglevel, name, peer): - from skynet.ipfs.docker import open_ipfs_node - - logging.basicConfig(level=loglevel) - with open_ipfs_node(name=name, peers=peer): - ... - @run.command() @click.option('--loglevel', '-l', default='INFO', help='logging level') def pinner(loglevel): From 18ca8c573ad866d61f4f4088973c7f3c731d0a11 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 9 Jan 2025 15:53:53 -0300 Subject: [PATCH 12/61] Add inpainting cli --- skynet/cli.py | 31 +++++++++++++++++++++++++ skynet/constants.py | 27 ++++++++++++---------- skynet/dgpu/compute.py | 6 ++++- skynet/utils.py | 51 +++++++++++++++++++++++++++++++++++++++--- 4 files changed, 99 insertions(+), 16 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 6c82774..e35b9f4 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -66,6 +66,37 @@ def img2img(model, prompt, input, output, strength, guidance, steps, seed): seed=seed ) + +@click.command() +@click.option('--model', '-m', default=list(MODELS.keys())[-1]) +@click.option( + '--prompt', '-p', default='a red old tractor in a sunny wheat field') +@click.option('--input', '-i', default='input.png') +@click.option('--mask', '-M', default='mask.png') +@click.option('--output', '-o', default='output.png') +@click.option('--strength', '-Z', default=1.0) +@click.option('--guidance', '-g', default=10.0) +@click.option('--steps', '-s', default=26) +@click.option('--seed', '-S', default=None) +def inpaint(model, prompt, input, mask, output, strength, guidance, steps, seed): + from . import utils + config = load_skynet_toml() + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') + set_hf_vars(hf_token, hf_home) + utils.inpaint( + hf_token, + model=model, + prompt=prompt, + img_path=input, + mask_path=mask, + output=output, + strength=strength, + guidance=guidance, + steps=steps, + seed=seed + ) + @click.command() @click.option('--input', '-i', default='input.png') @click.option('--output', '-o', default='output.png') diff --git a/skynet/constants.py b/skynet/constants.py index 07412a4..2eb93b0 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -5,20 +5,23 @@ VERSION = '0.1a12' DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda' MODELS = { - 'prompthero/openjourney': {'short': 'midj', 'mem': 6}, - 'runwayml/stable-diffusion-v1-5': {'short': 'stable', 'mem': 6}, - 'stabilityai/stable-diffusion-2-1-base': {'short': 'stable2', 'mem': 6}, - 'snowkidy/stable-diffusion-xl-base-0.9': {'short': 'stablexl0.9', 'mem': 8.3}, - 'Linaqruf/anything-v3.0': {'short': 'hdanime', 'mem': 6}, - 'hakurei/waifu-diffusion': {'short': 'waifu', 'mem': 6}, - 'nitrosocke/Ghibli-Diffusion': {'short': 'ghibli', 'mem': 6}, - 'dallinmackay/Van-Gogh-diffusion': {'short': 'van-gogh', 'mem': 6}, - 'lambdalabs/sd-pokemon-diffusers': {'short': 'pokemon', 'mem': 6}, - 'Envvi/Inkpunk-Diffusion': {'short': 'ink', 'mem': 6}, - 'nousr/robo-diffusion': {'short': 'robot', 'mem': 6}, + 'prompthero/openjourney': {'short': 'midj', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'runwayml/stable-diffusion-v1-5': {'short': 'stable', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'stabilityai/stable-diffusion-2-1-base': {'short': 'stable2', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'snowkidy/stable-diffusion-xl-base-0.9': {'short': 'stablexl0.9', 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, + 'Linaqruf/anything-v3.0': {'short': 'hdanime', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'hakurei/waifu-diffusion': {'short': 'waifu', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'nitrosocke/Ghibli-Diffusion': {'short': 'ghibli', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'dallinmackay/Van-Gogh-diffusion': {'short': 'van-gogh', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'lambdalabs/sd-pokemon-diffusers': {'short': 'pokemon', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'Envvi/Inkpunk-Diffusion': {'short': 'ink', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + 'nousr/robo-diffusion': {'short': 'robot', 'mem': 6, 'size': {'w': 512, 'h': 512}}, + + # -1 is always inpaint default + 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': {'short': 'stablexl-inpainting': 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, # default is always last - 'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl', 'mem': 8.3}, + 'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl', 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, } SHORT_NAMES = [ diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index de8a7b6..909ce7a 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -168,7 +168,11 @@ class SkynetMM: arguments = prepare_params_for_diffuse( params, input_type, binary=binary) prompt, guidance, step, seed, upscaler, extra_params = arguments - model = self.get_model(params['model'], 'image' in extra_params) + model = self.get_model( + params['model'], + 'image' in extra_params, + 'mask_image' in extra_params + ) output = model( prompt, diff --git a/skynet/utils.py b/skynet/utils.py index 5e88ed8..65c0e42 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -63,6 +63,7 @@ def pipeline_for( model: str, mem_fraction: float = 1.0, image: bool = False, + inpainting: bool = False, cache_dir: str | None = None ) -> DiffusionPipeline: @@ -102,8 +103,13 @@ def pipeline_for( torch.cuda.set_per_process_memory_fraction(mem_fraction) - pipe = DiffusionPipeline.from_pretrained( - model, **params) + if inpainting: + pipe = AutoPipelineForInpainting.from_pretrained( + model, **params) + + else: + pipe = DiffusionPipeline.from_pretrained( + model, **params) pipe.scheduler = EulerAncestralDiscreteScheduler.from_config( pipe.scheduler.config) @@ -168,8 +174,10 @@ def img2img( login(token=hf_token) pipe = pipeline_for(model, image=True) + model_info = MODELS[model] + with open(img_path, 'rb') as img_file: - input_img = convert_from_bytes_and_crop(img_file.read(), 512, 512) + input_img = convert_from_bytes_and_crop(img_file.read(), model_info['size']['w'], model_info['size']['h']) seed = seed if seed else random.randint(0, 2 ** 64) prompt = prompt @@ -184,6 +192,43 @@ def img2img( image.save(output) +def inpaint( + hf_token: str, + model: str = 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1', + prompt: str = 'a red old tractor in a sunny wheat field', + img_path: str = 'input.png', + mask_path: str = 'mask.png', + output: str = 'output.png', + strength: float = 1.0, + guidance: float = 10, + steps: int = 28, + seed: Optional[int] = None +): + login(token=hf_token) + pipe = pipeline_for(model, image=True) + + model_info = MODELS[model] + + with open(img_path, 'rb') as img_file: + input_img = convert_from_bytes_and_crop(img_file.read(), model_info['size']['w'], model_info['size']['h']) + + with open(mask_path, 'rb') as mask_file: + mask_img = convert_from_bytes_and_crop(mask_file.read(), model_info['size']['w'], model_info['size']['h']) + + seed = seed if seed else random.randint(0, 2 ** 64) + prompt = prompt + image = pipe( + prompt, + image=input_img, + mask_image=mask_img + strength=strength, + guidance_scale=guidance, num_inference_steps=steps, + generator=torch.Generator("cuda").manual_seed(seed) + ).images[0] + + image.save(output) + + def init_upscaler(model_path: str = 'weights/RealESRGAN_x4plus.pth'): return RealESRGANer( scale=4, From 1e40c05da69bde831d6f4cbdbc06497796d35dec Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 9 Jan 2025 17:04:35 -0300 Subject: [PATCH 13/61] Fix minor errors, update lockfile, add cli entrypoints in pyproject.toml fix README --- README.md | 6 - docker/build_docker.sh | 13 - poetry.lock | 4141 ++++++++++++++++++++++------------------ pyproject.toml | 4 + skynet/constants.py | 2 +- skynet/utils.py | 8 +- 6 files changed, 2259 insertions(+), 1915 deletions(-) diff --git a/README.md b/README.md index 63218b4..8ca3b02 100644 --- a/README.md +++ b/README.md @@ -29,9 +29,6 @@ poetry shell # test you can run this command skynet --help -# launch ipfs node -skynet run ipfs - # to launch worker skynet run dgpu @@ -77,9 +74,6 @@ docker pull guilledk/skynet:runtime-cuda # or build it (takes a bit of time) ./build_docker.sh -# launch simple ipfs node -./launch_ipfs.sh - # run worker with all gpus docker run \ -it \ diff --git a/docker/build_docker.sh b/docker/build_docker.sh index 2e152fc..94e07d4 100755 --- a/docker/build_docker.sh +++ b/docker/build_docker.sh @@ -1,12 +1,3 @@ - -docker build \ - -t guilledk/skynet:runtime \ - -f docker/Dockerfile.runtime . - -docker build \ - -t guilledk/skynet:runtime-frontend \ - -f docker/Dockerfile.runtime+frontend . - docker build \ -t guilledk/skynet:runtime-cuda-py311 \ -f docker/Dockerfile.runtime+cuda-py311 . @@ -14,7 +5,3 @@ docker build \ docker build \ -t guilledk/skynet:runtime-cuda \ -f docker/Dockerfile.runtime+cuda-py311 . - -docker build \ - -t guilledk/skynet:runtime-cuda-py310 \ - -f docker/Dockerfile.runtime+cuda-py310 . diff --git a/poetry.lock b/poetry.lock index 82832c8..c0d0d10 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,14 +1,14 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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inpaint default - 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': {'short': 'stablexl-inpainting': 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, + 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': {'short': 'stablexl-inpainting', 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, # default is always last 'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl', 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, diff --git a/skynet/utils.py b/skynet/utils.py index 65c0e42..e2a8468 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -18,6 +18,7 @@ from PIL import Image from basicsr.archs.rrdbnet_arch import RRDBNet from diffusers import ( DiffusionPipeline, + AutoPipelineForInpainting, EulerAncestralDiscreteScheduler ) from realesrgan import RealESRGANer @@ -58,6 +59,9 @@ def crop_image(image: Image, max_w: int, max_h: int) -> Image: return image.convert('RGB') +def convert_from_bytes_and_crop(raw: bytes, max_w: int, max_h: int) -> Image: + return crop_image(convert_from_bytes_to_img(raw), max_w, max_h) + def pipeline_for( model: str, @@ -205,7 +209,7 @@ def inpaint( seed: Optional[int] = None ): login(token=hf_token) - pipe = pipeline_for(model, image=True) + pipe = pipeline_for(model, image=True, inpainting=True) model_info = MODELS[model] @@ -220,7 +224,7 @@ def inpaint( image = pipe( prompt, image=input_img, - mask_image=mask_img + mask_image=mask_img, strength=strength, guidance_scale=guidance, num_inference_steps=steps, generator=torch.Generator("cuda").manual_seed(seed) From 8d35e5ed9a48af503a282c21896059261a27d361 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 9 Jan 2025 21:10:07 -0300 Subject: [PATCH 14/61] Start testing inpainting mode --- skynet/cli.py | 6 +- skynet/constants.py | 114 +++++++++++++---- skynet/dgpu/compute.py | 131 ++++++++------------ skynet/dgpu/daemon.py | 178 ++++++++++++++------------- skynet/dgpu/network.py | 47 ++----- skynet/frontend/__init__.py | 18 +-- skynet/frontend/telegram/__init__.py | 62 ++++------ skynet/utils.py | 32 ++--- tests/test_reqs.py | 98 +++++++++++++++ 9 files changed, 384 insertions(+), 302 deletions(-) create mode 100644 tests/test_reqs.py diff --git a/skynet/cli.py b/skynet/cli.py index e35b9f4..9da80de 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -20,7 +20,7 @@ def skynet(*args, **kwargs): @click.command() -@click.option('--model', '-m', default='midj') +@click.option('--model', '-m', default=list(MODELS.keys())[-1]) @click.option( '--prompt', '-p', default='a red old tractor in a sunny wheat field') @click.option('--output', '-o', default='output.png') @@ -39,7 +39,7 @@ def txt2img(*args, **kwargs): utils.txt2img(hf_token, **kwargs) @click.command() -@click.option('--model', '-m', default=list(MODELS.keys())[0]) +@click.option('--model', '-m', default=list(MODELS.keys())[-2]) @click.option( '--prompt', '-p', default='a red old tractor in a sunny wheat field') @click.option('--input', '-i', default='input.png') @@ -68,7 +68,7 @@ def img2img(model, prompt, input, output, strength, guidance, steps, seed): @click.command() -@click.option('--model', '-m', default=list(MODELS.keys())[-1]) +@click.option('--model', '-m', default=list(MODELS.keys())[-3]) @click.option( '--prompt', '-p', default='a red old tractor in a sunny wheat field') @click.option('--input', '-i', default='input.png') diff --git a/skynet/constants.py b/skynet/constants.py index 28b5db3..a4a7bde 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -4,34 +4,108 @@ VERSION = '0.1a12' DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda' -MODELS = { - 'prompthero/openjourney': {'short': 'midj', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'runwayml/stable-diffusion-v1-5': {'short': 'stable', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'stabilityai/stable-diffusion-2-1-base': {'short': 'stable2', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'snowkidy/stable-diffusion-xl-base-0.9': {'short': 'stablexl0.9', 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, - 'Linaqruf/anything-v3.0': {'short': 'hdanime', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'hakurei/waifu-diffusion': {'short': 'waifu', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'nitrosocke/Ghibli-Diffusion': {'short': 'ghibli', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'dallinmackay/Van-Gogh-diffusion': {'short': 'van-gogh', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'lambdalabs/sd-pokemon-diffusers': {'short': 'pokemon', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'Envvi/Inkpunk-Diffusion': {'short': 'ink', 'mem': 6, 'size': {'w': 512, 'h': 512}}, - 'nousr/robo-diffusion': {'short': 'robot', 'mem': 6, 'size': {'w': 512, 'h': 512}}, +import msgspec +from typing import Literal - # -1 is always inpaint default - 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': {'short': 'stablexl-inpainting', 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, +class Size(msgspec.Struct): + w: int + h: int - # default is always last - 'stabilityai/stable-diffusion-xl-base-1.0': {'short': 'stablexl', 'mem': 8.3, 'size': {'w': 1024, 'h': 1024}}, +class ModelDesc(msgspec.Struct): + short: str + mem: float + size: Size + tags: list[Literal['txt2img', 'img2img', 'inpaint']] + +MODELS: dict[str, ModelDesc] = { + 'runwayml/stable-diffusion-v1-5': ModelDesc( + short='stable', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'stabilityai/stable-diffusion-2-1-base': ModelDesc( + short='stable2', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'snowkidy/stable-diffusion-xl-base-0.9': ModelDesc( + short='stablexl0.9', + mem=8.3, + size=Size(w=1024, h=1024), + tags=['txt2img'] + ), + 'Linaqruf/anything-v3.0': ModelDesc( + short='hdanime', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'hakurei/waifu-diffusion': ModelDesc( + short='waifu', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'nitrosocke/Ghibli-Diffusion': ModelDesc( + short='ghibli', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'dallinmackay/Van-Gogh-diffusion': ModelDesc( + short='van-gogh', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'lambdalabs/sd-pokemon-diffusers': ModelDesc( + short='pokemon', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'Envvi/Inkpunk-Diffusion': ModelDesc( + short='ink', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'nousr/robo-diffusion': ModelDesc( + short='robot', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img'] + ), + 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': ModelDesc( + short='stablexl-inpainting', + mem=8.3, + size=Size(w=1024, h=1024), + tags=['inpaint'] + ), + 'prompthero/openjourney': ModelDesc( + short='midj', + mem=6, + size=Size(w=512, h=512), + tags=['txt2img', 'img2img'] + ), + 'stabilityai/stable-diffusion-xl-base-1.0': ModelDesc( + short='stablexl', + mem=8.3, + size=Size(w=1024, h=1024), + tags=['txt2img'] + ), } SHORT_NAMES = [ - model_info['short'] + model_info.short for model_info in MODELS.values() ] def get_model_by_shortname(short: str): for model, info in MODELS.items(): - if short == info['short']: + if short == info.short: return model N = '\n' @@ -169,9 +243,7 @@ DEFAULT_UPSCALER = None DEFAULT_CONFIG_PATH = 'skynet.toml' -DEFAULT_INITAL_MODELS = [ - 'stabilityai/stable-diffusion-xl-base-1.0' -] +DEFAULT_INITAL_MODEL = list(MODELS.keys())[-1] DATE_FORMAT = '%B the %dth %Y, %H:%M:%S' diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 909ce7a..a0cbe62 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -13,7 +13,7 @@ from diffusers import DiffusionPipeline import trio import torch -from skynet.constants import DEFAULT_INITAL_MODELS, MODELS +from skynet.constants import DEFAULT_INITAL_MODEL, MODELS from skynet.dgpu.errors import DGPUComputeError, DGPUInferenceCancelled from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for @@ -21,28 +21,36 @@ from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_ima def prepare_params_for_diffuse( params: dict, - input_type: str, - binary = None + mode: str, + inputs: list[bytes] ): _params = {} - if binary != None: - match input_type: - case 'png': - image = crop_image( - binary, params['width'], params['height']) + match mode: + case 'inpaint': + image = crop_image( + inputs[0], params['width'], params['height']) - _params['image'] = image - _params['strength'] = float(params['strength']) + mask = crop_image( + inputs[1], params['width'], params['height']) - case 'none': - ... + _params['image'] = image + _params['strength'] = float(params['strength']) - case _: - raise DGPUComputeError(f'Unknown input_type {input_type}') + case 'img2img': + image = crop_image( + inputs[0], params['width'], params['height']) - else: - _params['width'] = int(params['width']) - _params['height'] = int(params['height']) + _params['image'] = image + _params['strength'] = float(params['strength']) + + case 'txt2img': + ... + + case _: + raise DGPUComputeError(f'Unknown input_type {input_type}') + + _params['width'] = int(params['width']) + _params['height'] = int(params['height']) return ( params['prompt'], @@ -58,94 +66,52 @@ class SkynetMM: def __init__(self, config: dict): self.upscaler = init_upscaler() - self.initial_models = ( - config['initial_models'] - if 'initial_models' in config else DEFAULT_INITAL_MODELS - ) self.cache_dir = None if 'hf_home' in config: self.cache_dir = config['hf_home'] - self._models = {} - for model in self.initial_models: - self.load_model(model, False, force=True) + self.load_model(DEFAULT_INITAL_MODEL, 'txt2img') def log_debug_info(self): logging.info('memory summary:') logging.info('\n' + torch.cuda.memory_summary()) - def is_model_loaded(self, model_name: str, image: bool): - for model_key, model_data in self._models.items(): - if (model_key == model_name and - model_data['image'] == image): - return True + def is_model_loaded(self, name: str, mode: str): + if (name == self._model_name and + mode == self._model_mode): + return True return False def load_model( self, - model_name: str, - image: bool, - force=False + name: str, + mode: str ): logging.info(f'loading model {model_name}...') - if force or len(self._models.keys()) == 0: - pipe = pipeline_for( - model_name, image=image, cache_dir=self.cache_dir) + self._model_mode = mode + self._model_name = name - self._models[model_name] = { - 'pipe': pipe, - 'generated': 0, - 'image': image - } + gc.collect() + torch.cuda.empty_cache() - else: - least_used = list(self._models.keys())[0] + self._model = pipeline_for( + name, mode, cache_dir=self.cache_dir) - for model in self._models: - if self._models[ - least_used]['generated'] > self._models[model]['generated']: - least_used = model - - del self._models[least_used] - - logging.info(f'swapping model {least_used} for {model_name}...') - - gc.collect() - torch.cuda.empty_cache() - - pipe = pipeline_for( - model_name, image=image, cache_dir=self.cache_dir) - - self._models[model_name] = { - 'pipe': pipe, - 'generated': 0, - 'image': image - } - - logging.info(f'loaded model {model_name}') - return pipe - - def get_model(self, model_name: str, image: bool) -> DiffusionPipeline: - if model_name not in MODELS: + def get_model(self, name: str, mode: str) -> DiffusionPipeline: + if name not in MODELS: raise DGPUComputeError(f'Unknown model {model_name}') - if not self.is_model_loaded(model_name, image): - pipe = self.load_model(model_name, image=image) - - else: - pipe = self._models[model_name]['pipe'] - - return pipe + if not self.is_model_loaded(name, mode): + self.load_model(name, mode) def compute_one( self, request_id: int, method: str, params: dict, - input_type: str = 'png', - binary: bytes | None = None + inputs: list[bytes] = [] ): def maybe_cancel_work(step, *args, **kwargs): if self._should_cancel: @@ -164,17 +130,16 @@ class SkynetMM: output_hash = None try: match method: - case 'diffuse': + case 'txt2img' | 'img2img' | 'inpaint': arguments = prepare_params_for_diffuse( - params, input_type, binary=binary) + params, method, inputs) prompt, guidance, step, seed, upscaler, extra_params = arguments - model = self.get_model( + self.get_model( params['model'], - 'image' in extra_params, - 'mask_image' in extra_params + method ) - output = model( + output = self._model( prompt, guidance_scale=guidance, num_inference_steps=step, diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 7cd68d2..34b574c 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -117,6 +117,96 @@ class SkynetDGPUDaemon: return app + async def maybe_serve_one(self, req): + rid = req['id'] + + # parse request + body = json.loads(req['body']) + model = body['params']['model'] + + # if model not known + if model not in MODELS: + logging.warning(f'Unknown model {model}') + return False + + # if whitelist enabled and model not in it continue + if (len(self.model_whitelist) > 0 and + not model in self.model_whitelist): + return False + + # if blacklist contains model skip + if model in self.model_blacklist: + return False + + my_results = [res['id'] for res in self._snap['my_results']] + if rid not in my_results and rid in self._snap['requests']: + statuses = self._snap['requests'][rid] + + if len(statuses) == 0: + inputs = [ + await self.conn.get_input_data(_input) + for _input in req['binary_data'].split(',') + ] + + hash_str = ( + str(req['nonce']) + + + req['body'] + + + req['binary_data'] + ) + logging.info(f'hashing: {hash_str}') + request_hash = sha256(hash_str.encode('utf-8')).hexdigest() + + # TODO: validate request + + # perform work + logging.info(f'working on {body}') + + resp = await self.conn.begin_work(rid) + if 'code' in resp: + logging.info(f'probably being worked on already... skip.') + + else: + try: + output_type = 'png' + if 'output_type' in body['params']: + output_type = body['params']['output_type'] + + output = None + output_hash = None + match self.backend: + case 'sync-on-thread': + self.mm._should_cancel = self.should_cancel_work + output_hash, output = await trio.to_thread.run_sync( + partial( + self.mm.compute_one, + rid, + body['method'], body['params'], + inputs=inputs + ) + ) + + case _: + raise DGPUComputeError(f'Unsupported backend {self.backend}') + self._last_generation_ts = datetime.now().isoformat() + self._last_benchmark = self._benchmark + self._benchmark = [] + + ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) + + await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) + + except BaseException as e: + traceback.print_exc() + await self.conn.cancel_work(rid, str(e)) + + finally: + return True + + else: + logging.info(f'request {rid} already beign worked on, skip...') + async def serve_forever(self): try: while True: @@ -133,92 +223,8 @@ class SkynetDGPUDaemon: ) for req in queue: - rid = req['id'] - - # parse request - body = json.loads(req['body']) - model = body['params']['model'] - - # if model not known - if model not in MODELS: - logging.warning(f'Unknown model {model}') - continue - - # if whitelist enabled and model not in it continue - if (len(self.model_whitelist) > 0 and - not model in self.model_whitelist): - continue - - # if blacklist contains model skip - if model in self.model_blacklist: - continue - - my_results = [res['id'] for res in self._snap['my_results']] - if rid not in my_results and rid in self._snap['requests']: - statuses = self._snap['requests'][rid] - - if len(statuses) == 0: - binary, input_type = await self.conn.get_input_data(req['binary_data']) - - hash_str = ( - str(req['nonce']) - + - req['body'] - + - req['binary_data'] - ) - logging.info(f'hashing: {hash_str}') - request_hash = sha256(hash_str.encode('utf-8')).hexdigest() - - # TODO: validate request - - # perform work - logging.info(f'working on {body}') - - resp = await self.conn.begin_work(rid) - if 'code' in resp: - logging.info(f'probably being worked on already... skip.') - - else: - try: - output_type = 'png' - if 'output_type' in body['params']: - output_type = body['params']['output_type'] - - output = None - output_hash = None - match self.backend: - case 'sync-on-thread': - self.mm._should_cancel = self.should_cancel_work - output_hash, output = await trio.to_thread.run_sync( - partial( - self.mm.compute_one, - rid, - body['method'], body['params'], - input_type=input_type, - binary=binary - ) - ) - - case _: - raise DGPUComputeError(f'Unsupported backend {self.backend}') - self._last_generation_ts = datetime.now().isoformat() - self._last_benchmark = self._benchmark - self._benchmark = [] - - ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) - - await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) - - except BaseException as e: - traceback.print_exc() - await self.conn.cancel_work(rid, str(e)) - - finally: - break - - else: - logging.info(f'request {rid} already beign worked on, skip...') + if (await self.maybe_serve_one(req)): + break await trio.sleep(1) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index dfe4d67..46f1363 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -267,46 +267,15 @@ class SkynetGPUConnector: return file_cid - async def get_input_data(self, ipfs_hash: str) -> tuple[bytes, str]: - input_type = 'none' - - if ipfs_hash == '': - return b'', input_type - - results = {} + async def get_input_data(self, ipfs_hash: str) -> Image: ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' - ipfs_link_legacy = ipfs_link + '/image.png' - async with trio.open_nursery() as n: - async def get_and_set_results(link: str): - res = await get_ipfs_file(link, timeout=1) - logging.info(f'got response from {link}') - if not res or res.status_code != 200: - logging.warning(f'couldn\'t get ipfs binary data at {link}!') + res = await get_ipfs_file(link, timeout=1) + logging.info(f'got response from {link}') + if not res or res.status_code != 200: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') - else: - try: - # attempt to decode as image - results[link] = Image.open(io.BytesIO(res.raw)) - input_type = 'png' - n.cancel_scope.cancel() + # attempt to decode as image + input_data = Image.open(io.BytesIO(res.raw)) - except UnidentifiedImageError: - logging.warning(f'couldn\'t get ipfs binary data at {link}!') - - n.start_soon( - get_and_set_results, ipfs_link) - n.start_soon( - get_and_set_results, ipfs_link_legacy) - - input_data = None - if ipfs_link_legacy in results: - input_data = results[ipfs_link_legacy] - - if ipfs_link in results: - input_data = results[ipfs_link] - - if input_data == None: - raise DGPUComputeError('Couldn\'t gather input data from ipfs') - - return input_data, input_type + return input_data diff --git a/skynet/frontend/__init__.py b/skynet/frontend/__init__.py index 30d6fa1..bb5e9bc 100644 --- a/skynet/frontend/__init__.py +++ b/skynet/frontend/__init__.py @@ -39,7 +39,7 @@ def validate_user_config_request(req: str): case 'model' | 'algo': attr = 'model' val = params[2] - shorts = [model_info['short'] for model_info in MODELS.values()] + shorts = [model_info.short for model_info in MODELS.values()] if val not in shorts: raise ConfigUnknownAlgorithm(f'no model named {val}') @@ -112,20 +112,10 @@ def validate_user_config_request(req: str): def perform_auto_conf(config: dict) -> dict: - model = config['model'] - prefered_size_w = 512 - prefered_size_h = 512 - - if 'xl' in model: - prefered_size_w = 1024 - prefered_size_h = 1024 - - else: - prefered_size_w = 512 - prefered_size_h = 512 + model = MODELS[config['model']] config['step'] = random.randint(20, 35) - config['width'] = prefered_size_w - config['height'] = prefered_size_h + config['width'] = model.size.w + config['height'] = model.size.h return config diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index d4fd549..a6eadbb 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -116,7 +116,7 @@ class SkynetTelegramFrontend: method: str, params: dict, file_id: str | None = None, - binary_data: str = '' + inputs: list[str] = [] ) -> bool: if params['seed'] == None: params['seed'] = random.randint(0, 0xFFFFFFFF) @@ -148,7 +148,7 @@ class SkynetTelegramFrontend: { 'user': Name(self.account), 'request_body': body, - 'binary_data': binary_data, + 'binary_data': inputs.joint(','), 'reward': asset_from_str(reward), 'min_verification': 1 }, @@ -181,7 +181,7 @@ class SkynetTelegramFrontend: request_id, nonce = out.split(':') request_hash = sha256( - (nonce + body + binary_data).encode('utf-8')).hexdigest().upper() + (nonce + body + inputs.join(',')).encode('utf-8')).hexdigest().upper() request_id = int(request_id) @@ -241,47 +241,29 @@ class SkynetTelegramFrontend: user, params, tx_hash, worker, reward, self.explorer_domain) # attempt to get the image and send it - results = {} ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' - ipfs_link_legacy = ipfs_link + '/image.png' - async def get_and_set_results(link: str): - res = await get_ipfs_file(link) - logging.info(f'got response from {link}') - if not res or res.status_code != 200: + res = await get_ipfs_file(link) + logging.info(f'got response from {link}') + if not res or res.status_code != 200: + logging.warning(f'couldn\'t get ipfs binary data at {link}!') + + else: + try: + with Image.open(io.BytesIO(res.raw)) as image: + w, h = image.size + + if w > TG_MAX_WIDTH or h > TG_MAX_HEIGHT: + logging.warning(f'result is of size {image.size}') + image.thumbnail((TG_MAX_WIDTH, TG_MAX_HEIGHT)) + + tmp_buf = io.BytesIO() + image.save(tmp_buf, format='PNG') + png_img = tmp_buf.getvalue() + + except UnidentifiedImageError: logging.warning(f'couldn\'t get ipfs binary data at {link}!') - else: - try: - with Image.open(io.BytesIO(res.raw)) as image: - w, h = image.size - - if w > TG_MAX_WIDTH or h > TG_MAX_HEIGHT: - logging.warning(f'result is of size {image.size}') - image.thumbnail((TG_MAX_WIDTH, TG_MAX_HEIGHT)) - - tmp_buf = io.BytesIO() - image.save(tmp_buf, format='PNG') - png_img = tmp_buf.getvalue() - - results[link] = png_img - - except UnidentifiedImageError: - logging.warning(f'couldn\'t get ipfs binary data at {link}!') - - tasks = [ - get_and_set_results(ipfs_link), - get_and_set_results(ipfs_link_legacy) - ] - await asyncio.gather(*tasks) - - png_img = None - if ipfs_link_legacy in results: - png_img = results[ipfs_link_legacy] - - if ipfs_link in results: - png_img = results[ipfs_link] - if not png_img: await self.update_status_message( status_msg, diff --git a/skynet/utils.py b/skynet/utils.py index e2a8468..9ea2cf0 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -66,8 +66,7 @@ def convert_from_bytes_and_crop(raw: bytes, max_w: int, max_h: int) -> Image: def pipeline_for( model: str, mem_fraction: float = 1.0, - image: bool = False, - inpainting: bool = False, + mode: str = [], cache_dir: str | None = None ) -> DiffusionPipeline: @@ -85,14 +84,14 @@ def pipeline_for( model_info = MODELS[model] - req_mem = model_info['mem'] + req_mem = model_info.mem mem_gb = torch.cuda.mem_get_info()[1] / (10**9) mem_gb *= mem_fraction over_mem = mem_gb < req_mem if over_mem: logging.warn(f'model requires {req_mem} but card has {mem_gb}, model will run slower..') - shortname = model_info['short'] + shortname = model_info.short params = { 'safety_checker': None, @@ -107,13 +106,14 @@ def pipeline_for( torch.cuda.set_per_process_memory_fraction(mem_fraction) - if inpainting: - pipe = AutoPipelineForInpainting.from_pretrained( - model, **params) + if 'inpaint' in mode: + pipe_class = AutoPipelineForInpainting else: - pipe = DiffusionPipeline.from_pretrained( - model, **params) + pipe_class = DiffusionPipeline + + pipe = AutoPipelineForInpainting.from_pretrained( + model, **params) pipe.scheduler = EulerAncestralDiscreteScheduler.from_config( pipe.scheduler.config) @@ -121,7 +121,7 @@ def pipeline_for( pipe.enable_xformers_memory_efficient_attention() if over_mem: - if not image: + if 'img2img' not in mode: pipe.enable_vae_slicing() pipe.enable_vae_tiling() @@ -140,7 +140,7 @@ def pipeline_for( def txt2img( hf_token: str, - model: str = 'prompthero/openjourney', + model: str = list(MODELS.keys())[-1], prompt: str = 'a red old tractor in a sunny wheat field', output: str = 'output.png', width: int = 512, height: int = 512, @@ -166,7 +166,7 @@ def txt2img( def img2img( hf_token: str, - model: str = 'prompthero/openjourney', + model: str = list(MODELS.keys())[-2], prompt: str = 'a red old tractor in a sunny wheat field', img_path: str = 'input.png', output: str = 'output.png', @@ -181,7 +181,7 @@ def img2img( model_info = MODELS[model] with open(img_path, 'rb') as img_file: - input_img = convert_from_bytes_and_crop(img_file.read(), model_info['size']['w'], model_info['size']['h']) + input_img = convert_from_bytes_and_crop(img_file.read(), model_info.size.w, model_info.size.h) seed = seed if seed else random.randint(0, 2 ** 64) prompt = prompt @@ -198,7 +198,7 @@ def img2img( def inpaint( hf_token: str, - model: str = 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1', + model: str = list(MODELS.keys())[-3], prompt: str = 'a red old tractor in a sunny wheat field', img_path: str = 'input.png', mask_path: str = 'mask.png', @@ -214,10 +214,10 @@ def inpaint( model_info = MODELS[model] with open(img_path, 'rb') as img_file: - input_img = convert_from_bytes_and_crop(img_file.read(), model_info['size']['w'], model_info['size']['h']) + input_img = convert_from_bytes_and_crop(img_file.read(), model_info.size.w, model_info.size.h) with open(mask_path, 'rb') as mask_file: - mask_img = convert_from_bytes_and_crop(mask_file.read(), model_info['size']['w'], model_info['size']['h']) + mask_img = convert_from_bytes_and_crop(mask_file.read(), model_info.size.w, model_info.size.h) seed = seed if seed else random.randint(0, 2 ** 64) prompt = prompt diff --git a/tests/test_reqs.py b/tests/test_reqs.py new file mode 100644 index 0000000..cf97cee --- /dev/null +++ b/tests/test_reqs.py @@ -0,0 +1,98 @@ + +from skynet.config import * + +async def test_txt2img(): + req = { + 'id': 0, + 'body': json.dumps({ + "method": "txt2img", + "params": { + "prompt": "Kronos God Realistic 4k", + "model": list(MODELS.keys())[-1], + "step": 21, + "width": 1024, + "height": 1024, + "seed": 168402949, + "guidance": "7.5" + } + }), + 'inputs': [], + } + + config = load_skynet_toml(file_path=config_path) + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') + set_hf_vars(hf_token, hf_home) + + assert 'skynet' in config + assert 'dgpu' in config['skynet'] + + mm = SkynetMM(config['skynet']['dgpu']) + + mm.maybe_serve_one(req) + + +async def test_img2img(): + req = { + 'id': 0, + 'body': json.dumps({ + "method": "img2img", + "params": { + "prompt": "Kronos God Realistic 4k", + "model": list(MODELS.keys())[-2], + "step": 21, + "width": 1024, + "height": 1024, + "seed": 168402949, + "guidance": "7.5", + "strength": "0.5" + } + }), + 'inputs': ['QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi'], + } + + config = load_skynet_toml(file_path=config_path) + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') + set_hf_vars(hf_token, hf_home) + + assert 'skynet' in config + assert 'dgpu' in config['skynet'] + + mm = SkynetMM(config['skynet']['dgpu']) + + mm.maybe_serve_one(req) + +async def test_inpaint(): + req = { + 'id': 0, + 'body': json.dumps({ + "method": "inpaint", + "params": { + "prompt": "a black panther on a sunny roof", + "model": list(MODELS.keys())[-3], + "step": 21, + "width": 1024, + "height": 1024, + "seed": 168402949, + "guidance": "7.5", + "strength": "0.5" + } + }), + 'inputs': [ + 'QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi', + 'Qmccx1aXNmq5mZDS3YviUhgGHXWhQeHvca3AgA7MDjj2hR' + ], + } + + config = load_skynet_toml(file_path=config_path) + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') + set_hf_vars(hf_token, hf_home) + + assert 'skynet' in config + assert 'dgpu' in config['skynet'] + + mm = SkynetMM(config['skynet']['dgpu']) + + mm.maybe_serve_one(req) From 22e40b766f72ff63d83d3559be39135c9ebb2fc7 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Thu, 9 Jan 2025 21:25:00 -0300 Subject: [PATCH 15/61] Add dgpu fixture --- skynet/dgpu/compute.py | 1 + skynet/dgpu/daemon.py | 1 + skynet/dgpu/network.py | 2 +- skynet/utils.py | 4 +-- tests/conftest.py | 20 ++++++++++++- tests/test_reqs.py | 67 +++++++++++++++++------------------------- 6 files changed, 51 insertions(+), 44 deletions(-) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index a0cbe62..049f00b 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -34,6 +34,7 @@ def prepare_params_for_diffuse( inputs[1], params['width'], params['height']) _params['image'] = image + _params['mask_image'] = mask _params['strength'] = float(params['strength']) case 'img2img': diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 34b574c..005c2a1 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -146,6 +146,7 @@ class SkynetDGPUDaemon: inputs = [ await self.conn.get_input_data(_input) for _input in req['binary_data'].split(',') + if _input ] hash_str = ( diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 46f1363..1e8315d 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -268,7 +268,7 @@ class SkynetGPUConnector: return file_cid async def get_input_data(self, ipfs_hash: str) -> Image: - ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' + link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' res = await get_ipfs_file(link, timeout=1) logging.info(f'got response from {link}') diff --git a/skynet/utils.py b/skynet/utils.py index 9ea2cf0..0b43451 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -65,8 +65,8 @@ def convert_from_bytes_and_crop(raw: bytes, max_w: int, max_h: int) -> Image: def pipeline_for( model: str, + mode: str, mem_fraction: float = 1.0, - mode: str = [], cache_dir: str | None = None ) -> DiffusionPipeline: @@ -112,7 +112,7 @@ def pipeline_for( else: pipe_class = DiffusionPipeline - pipe = AutoPipelineForInpainting.from_pretrained( + pipe = pipe_class.from_pretrained( model, **params) pipe.scheduler = EulerAncestralDiscreteScheduler.from_config( diff --git a/tests/conftest.py b/tests/conftest.py index 03ed434..0ea4821 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -2,7 +2,7 @@ import pytest -from skynet.db import open_new_database +from skynet.config import * from skynet.ipfs import AsyncIPFSHTTP from skynet.ipfs.docker import open_ipfs_node from skynet.nodeos import open_nodeos @@ -15,6 +15,7 @@ def ipfs_client(): @pytest.fixture(scope='session') def postgres_db(): + from skynet.db import open_new_database with open_new_database() as db_params: yield db_params @@ -22,3 +23,20 @@ def postgres_db(): def cleos(): with open_nodeos() as cli: yield cli + +@pytest.fixture(scope='session') +def dgpu(): + from skynet.dgpu.network import SkynetGPUConnector + from skynet.dgpu.compute import SkynetMM + from skynet.dgpu.daemon import SkynetDGPUDaemon + + config = load_skynet_toml(file_path='skynet.toml') + hf_token = load_key(config, 'skynet.dgpu.hf_token') + hf_home = load_key(config, 'skynet.dgpu.hf_home') + set_hf_vars(hf_token, hf_home) + config = config['skynet']['dgpu'] + conn = SkynetGPUConnector(config) + mm = SkynetMM(config) + daemon = SkynetDGPUDaemon(mm, conn, config) + + yield conn, mm, daemon diff --git a/tests/test_reqs.py b/tests/test_reqs.py index cf97cee..fbd5f73 100644 --- a/tests/test_reqs.py +++ b/tests/test_reqs.py @@ -1,9 +1,17 @@ +import json +from skynet.dgpu.compute import SkynetMM +from skynet.constants import * from skynet.config import * -async def test_txt2img(): +async def test_txt2img(dgpu): + conn, mm, daemon = dgpu + await conn.cancel_work(0, 'testing') + + daemon._snap['requests'][0] = {} req = { 'id': 0, + 'nonce': 0, 'body': json.dumps({ "method": "txt2img", "params": { @@ -16,25 +24,20 @@ async def test_txt2img(): "guidance": "7.5" } }), - 'inputs': [], + 'binary_data': '', } - config = load_skynet_toml(file_path=config_path) - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) - - assert 'skynet' in config - assert 'dgpu' in config['skynet'] - - mm = SkynetMM(config['skynet']['dgpu']) - - mm.maybe_serve_one(req) + await daemon.maybe_serve_one(req) -async def test_img2img(): +async def test_img2img(dgpu): + conn, mm, daemon = dgpu + await conn.cancel_work(0, 'testing') + + daemon._snap['requests'][0] = {} req = { 'id': 0, + 'nonce': 0, 'body': json.dumps({ "method": "img2img", "params": { @@ -48,24 +51,19 @@ async def test_img2img(): "strength": "0.5" } }), - 'inputs': ['QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi'], + 'binary_data': 'QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi', } - config = load_skynet_toml(file_path=config_path) - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) + await daemon.maybe_serve_one(req) - assert 'skynet' in config - assert 'dgpu' in config['skynet'] +async def test_inpaint(dgpu): + conn, mm, daemon = dgpu + await conn.cancel_work(0, 'testing') - mm = SkynetMM(config['skynet']['dgpu']) - - mm.maybe_serve_one(req) - -async def test_inpaint(): + daemon._snap['requests'][0] = {} req = { 'id': 0, + 'nonce': 0, 'body': json.dumps({ "method": "inpaint", "params": { @@ -79,20 +77,9 @@ async def test_inpaint(): "strength": "0.5" } }), - 'inputs': [ - 'QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi', + 'binary_data': + 'QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi,' + 'Qmccx1aXNmq5mZDS3YviUhgGHXWhQeHvca3AgA7MDjj2hR' - ], } - config = load_skynet_toml(file_path=config_path) - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) - - assert 'skynet' in config - assert 'dgpu' in config['skynet'] - - mm = SkynetMM(config['skynet']['dgpu']) - - mm.maybe_serve_one(req) + await daemon.maybe_serve_one(req) From 7108543709bc78b3e4a16023f949f4a635707069 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 10 Jan 2025 12:33:23 -0300 Subject: [PATCH 16/61] Fix minor issues on compute daemon found thanks to tests, vastly improve pipeline_for function and support old diffuse method --- skynet/dgpu/compute.py | 20 +++++++++++++------- skynet/utils.py | 16 +++++++++++----- tests/test_reqs.py | 29 ++++++++++++++++++++++++++++- 3 files changed, 52 insertions(+), 13 deletions(-) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 049f00b..1393073 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -44,14 +44,14 @@ def prepare_params_for_diffuse( _params['image'] = image _params['strength'] = float(params['strength']) - case 'txt2img': + case 'txt2img' | 'diffuse': ... case _: - raise DGPUComputeError(f'Unknown input_type {input_type}') + raise DGPUComputeError(f'Unknown mode {mode}') - _params['width'] = int(params['width']) - _params['height'] = int(params['height']) + # _params['width'] = int(params['width']) + # _params['height'] = int(params['height']) return ( params['prompt'], @@ -72,7 +72,10 @@ class SkynetMM: if 'hf_home' in config: self.cache_dir = config['hf_home'] - self.load_model(DEFAULT_INITAL_MODEL, 'txt2img') + self._model_name = '' + self._model_mode = '' + + # self.load_model(DEFAULT_INITAL_MODEL, 'txt2img') def log_debug_info(self): logging.info('memory summary:') @@ -90,10 +93,13 @@ class SkynetMM: name: str, mode: str ): - logging.info(f'loading model {model_name}...') + logging.info(f'loading model {name}...') self._model_mode = mode self._model_name = name + if getattr(self, '_model', None): + del self._model + gc.collect() torch.cuda.empty_cache() @@ -131,7 +137,7 @@ class SkynetMM: output_hash = None try: match method: - case 'txt2img' | 'img2img' | 'inpaint': + case 'diffuse' | 'txt2img' | 'img2img' | 'inpaint': arguments = prepare_params_for_diffuse( params, method, inputs) prompt, guidance, step, seed, upscaler, extra_params = arguments diff --git a/skynet/utils.py b/skynet/utils.py index 0b43451..0ef9c09 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -18,6 +18,8 @@ from PIL import Image from basicsr.archs.rrdbnet_arch import RRDBNet from diffusers import ( DiffusionPipeline, + AutoPipelineForText2Image, + AutoPipelineForImage2Image, AutoPipelineForInpainting, EulerAncestralDiscreteScheduler ) @@ -106,11 +108,15 @@ def pipeline_for( torch.cuda.set_per_process_memory_fraction(mem_fraction) - if 'inpaint' in mode: - pipe_class = AutoPipelineForInpainting + match mode: + case 'inpaint': + pipe_class = AutoPipelineForInpainting - else: - pipe_class = DiffusionPipeline + case 'img2img': + pipe_class = AutoPipelineForImage2Image + + case 'txt2img' | 'diffuse': + pipe_class = AutoPipelineForText2Image pipe = pipe_class.from_pretrained( model, **params) @@ -121,7 +127,7 @@ def pipeline_for( pipe.enable_xformers_memory_efficient_attention() if over_mem: - if 'img2img' not in mode: + if mode == 'txt2img': pipe.enable_vae_slicing() pipe.enable_vae_tiling() diff --git a/tests/test_reqs.py b/tests/test_reqs.py index fbd5f73..d55c940 100644 --- a/tests/test_reqs.py +++ b/tests/test_reqs.py @@ -4,6 +4,33 @@ from skynet.dgpu.compute import SkynetMM from skynet.constants import * from skynet.config import * + +async def test_diffuse(dgpu): + conn, mm, daemon = dgpu + await conn.cancel_work(0, 'testing') + + daemon._snap['requests'][0] = {} + req = { + 'id': 0, + 'nonce': 0, + 'body': json.dumps({ + "method": "diffuse", + "params": { + "prompt": "Kronos God Realistic 4k", + "model": list(MODELS.keys())[-1], + "step": 21, + "width": 1024, + "height": 1024, + "seed": 168402949, + "guidance": "7.5" + } + }), + 'binary_data': '', + } + + await daemon.maybe_serve_one(req) + + async def test_txt2img(dgpu): conn, mm, daemon = dgpu await conn.cancel_work(0, 'testing') @@ -41,7 +68,7 @@ async def test_img2img(dgpu): 'body': json.dumps({ "method": "img2img", "params": { - "prompt": "Kronos God Realistic 4k", + "prompt": "a hindu cat god feline god on a house roof", "model": list(MODELS.keys())[-2], "step": 21, "width": 1024, From 00dcccf2bb4aff7f68e2c70526d2405dac98849a Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 10 Jan 2025 16:36:32 -0300 Subject: [PATCH 17/61] Add missing deps --- poetry.lock | 70 +++++++++++++++++++++++++++++++++++++++++++++++++- pyproject.toml | 2 ++ 2 files 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[tool.poetry.group.cuda] optional = true From 07b211514d65cd22c5a1cc595b6a4a55985e747f Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 17 Jan 2025 11:38:52 -0300 Subject: [PATCH 18/61] First attempt at adding flux models, update all deps, upgrade to cuda 12, add custom pipe sys --- docker/Dockerfile.runtime+cuda-py312 | 45 + docker/build_docker.sh | 10 +- poetry.lock | 1383 +++++++++++++++----------- pyproject.toml | 40 +- skynet/cli.py | 4 +- skynet/constants.py | 14 +- skynet/dgpu/compute.py | 75 +- skynet/dgpu/daemon.py | 18 +- skynet/dgpu/network.py | 251 ++++- skynet/dgpu/pipes/flux.py | 50 + skynet/dgpu/pipes/flux_inpaint.py | 55 + skynet/utils.py | 103 +- 12 files changed, 1352 insertions(+), 696 deletions(-) create mode 100644 docker/Dockerfile.runtime+cuda-py312 create mode 100644 skynet/dgpu/pipes/flux.py create mode 100644 skynet/dgpu/pipes/flux_inpaint.py diff --git a/docker/Dockerfile.runtime+cuda-py312 b/docker/Dockerfile.runtime+cuda-py312 new file mode 100644 index 0000000..43ad864 --- /dev/null +++ b/docker/Dockerfile.runtime+cuda-py312 @@ -0,0 +1,45 @@ +from nvidia/cuda:12.4.1-devel-ubuntu22.04 +from python:3.12 + +env DEBIAN_FRONTEND=noninteractive + +run apt-get update && apt-get install -y \ + git \ + llvm \ + ffmpeg \ + libsm6 \ + libxext6 \ + ninja-build + +# env CC /usr/bin/clang +# env CXX /usr/bin/clang++ +# +# # install llvm10 as required by llvm-lite +# run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1 +# workdir /llvm-project +# # this adds a commit from 12.0.0 that fixes build on newer compilers +# run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1 +# run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release +# run ninja -C build install # -j8 + +run curl -sSL https://install.python-poetry.org | python3 - + +env PATH "/root/.local/bin:$PATH" + +copy . /skynet + +workdir /skynet + +env POETRY_VIRTUALENVS_PATH /skynet/.venv + +run poetry install --with=cuda -v + +workdir 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--git a/pyproject.toml b/pyproject.toml index d8e2dfe..fb0e620 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,21 +1,31 @@ [tool.poetry] name = 'skynet' -version = '0.1a12' +version = '0.1a13' description = 'Decentralized compute platform' authors = ['Guillermo Rodriguez '] license = 'AGPL' readme = 'README.md' [tool.poetry.dependencies] -python = '>=3.10,<3.12' +python = '>=3.10,<3.13' pytz = '^2023.3.post1' trio = '^0.22.2' asks = '^3.0.0' Pillow = '^10.0.1' docker = '^6.1.3' -py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a14'} +py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a32'} toml = '^0.10.2' msgspec = "^0.19.0" +numpy = "<2.1" +gguf = "^0.14.0" +protobuf = "^5.29.3" +zstandard = "^0.23.0" +diskcache = "^5.6.3" +bitsandbytes = "^0.45.0" +hqq = "^0.2.2" +optimum-quanto = "^0.2.6" +basicsr = "^1.4.2" +realesrgan = "^0.3.0" [tool.poetry.group.frontend] optional = true @@ -39,26 +49,24 @@ pytest-trio = "^0.8.0" optional = true [tool.poetry.group.cuda.dependencies] -torch = {version = '2.0.1+cu118', source = 'torch'} -scipy = {version = '^1.11.2'} -numba = {version = '0.57.0'} +torch = {version = '2.5.1+cu121', source = 'torch'} +scipy = {version = '1.15.1'} +numba = {version = '0.60.0'} quart = {version = '^0.19.3'} -triton = {version = '2.0.0', source = 'torch'} -basicsr = {version = '^1.4.2'} -xformers = {version = '^0.0.22'} +triton = {version = '3.1.0', source = 'torch'} +xformers = {version = '^0.0.29'} hypercorn = {version = '^0.14.4'} -diffusers = {version = '^0.21.2'} -realesrgan = {version = '^0.3.0'} +diffusers = {version = '0.32.1'} quart-trio = {version = '^0.11.0'} -torchvision = {version = '0.15.2+cu118', source = 'torch'} -accelerate = {version = '^0.23.0'} -transformers = {version = '^4.33.2'} -huggingface-hub = {version = '^0.17.3'} +torchvision = {version = '0.20.1+cu121', source = 'torch'} +accelerate = {version = '0.34.0'} +transformers = {version = '4.48.0'} +huggingface-hub = {version = '^0.27.1'} invisible-watermark = {version = '^0.2.0'} [[tool.poetry.source]] name = 'torch' -url = 'https://download.pytorch.org/whl/cu118' +url = 'https://download.pytorch.org/whl/cu121' priority = 'explicit' [build-system] diff --git a/skynet/cli.py b/skynet/cli.py index 9da80de..3adefdb 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -8,7 +8,7 @@ from functools import partial import click -from leap.sugar import Name, asset_from_str +from leap.protocol import Name, Asset from .config import * from .constants import * @@ -178,7 +178,7 @@ def enqueue( 'user': Name(account), 'request_body': req, 'binary_data': binary, - 'reward': asset_from_str(reward), + 'reward': Asset.from_str(reward), 'min_verification': 1 }, account, key, permission, diff --git a/skynet/constants.py b/skynet/constants.py index a4a7bde..32adbe0 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -78,8 +78,20 @@ MODELS: dict[str, ModelDesc] = { size=Size(w=512, h=512), tags=['txt2img'] ), + 'black-forest-labs/FLUX.1-schnell': ModelDesc( + short='flux', + mem=24, + size=Size(w=1024, h=1024), + tags=['txt2img'] + ), + 'black-forest-labs/FLUX.1-Fill-dev': ModelDesc( + short='flux-inpaint', + mem=24, + size=Size(w=1024, h=1024), + tags=['inpaint'] + ), 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': ModelDesc( - short='stablexl-inpainting', + short='stablexl-inpaint', mem=8.3, size=Size(w=1024, h=1024), tags=['inpaint'] diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 1393073..4523d48 100644 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -18,7 +18,6 @@ from skynet.dgpu.errors import DGPUComputeError, DGPUInferenceCancelled from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for - def prepare_params_for_diffuse( params: dict, mode: str, @@ -35,7 +34,11 @@ def prepare_params_for_diffuse( _params['image'] = image _params['mask_image'] = mask - _params['strength'] = float(params['strength']) + + if 'flux' in params['model'].lower(): + _params['max_sequence_length'] = 512 + else: + _params['strength'] = float(params['strength']) case 'img2img': image = crop_image( @@ -66,8 +69,6 @@ def prepare_params_for_diffuse( class SkynetMM: def __init__(self, config: dict): - self.upscaler = init_upscaler() - self.cache_dir = None if 'hf_home' in config: self.cache_dir = config['hf_home'] @@ -88,30 +89,28 @@ class SkynetMM: return False - def load_model( - self, - name: str, - mode: str - ): - logging.info(f'loading model {name}...') - self._model_mode = mode - self._model_name = name - + def unload_model(self): if getattr(self, '_model', None): del self._model gc.collect() torch.cuda.empty_cache() + self._model_name = '' + self._model_mode = '' + + def load_model( + self, + name: str, + mode: str + ): + logging.info(f'loading model {name}...') + self.unload_model() self._model = pipeline_for( name, mode, cache_dir=self.cache_dir) + self._model_mode = mode + self._model_name = name - def get_model(self, name: str, mode: str) -> DiffusionPipeline: - if name not in MODELS: - raise DGPUComputeError(f'Unknown model {model_name}') - - if not self.is_model_loaded(name, mode): - self.load_model(name, mode) def compute_one( self, @@ -127,6 +126,8 @@ class SkynetMM: logging.warn(f'cancelling work at step {step}') raise DGPUInferenceCancelled() + return {} + maybe_cancel_work(0) output_type = 'png' @@ -136,23 +137,29 @@ class SkynetMM: output = None output_hash = None try: + name = params['model'] + match method: case 'diffuse' | 'txt2img' | 'img2img' | 'inpaint': + if not self.is_model_loaded(name, method): + self.load_model(name, method) + arguments = prepare_params_for_diffuse( params, method, inputs) prompt, guidance, step, seed, upscaler, extra_params = arguments - self.get_model( - params['model'], - method - ) + + if 'flux' in name.lower(): + extra_params['callback_on_step_end'] = maybe_cancel_work + + else: + extra_params['callback'] = maybe_cancel_work + extra_params['callback_steps'] = 1 output = self._model( prompt, guidance_scale=guidance, num_inference_steps=step, generator=seed, - callback=maybe_cancel_work, - callback_steps=1, **extra_params ).images[0] @@ -161,7 +168,7 @@ class SkynetMM: case 'png': if upscaler == 'x4': input_img = output.convert('RGB') - up_img, _ = self.upscaler.enhance( + up_img, _ = init_upscaler().enhance( convert_from_image_to_cv2(input_img), outscale=4) output = convert_from_cv2_to_image(up_img) @@ -173,6 +180,22 @@ class SkynetMM: output_hash = sha256(output_binary).hexdigest() + case 'upscale': + if self._model_mode != 'upscale': + self.unload_model() + self._model = init_upscaler() + self._model_mode = 'upscale' + self._model_name = 'realesrgan' + + input_img = inputs[0].convert('RGB') + up_img, _ = self._model.enhance( + convert_from_image_to_cv2(input_img), outscale=4) + + output = convert_from_cv2_to_image(up_img) + + output_binary = convert_from_img_to_bytes(output) + output_hash = sha256(output_binary).hexdigest() + case _: raise DGPUComputeError('Unsupported compute method') diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 005c2a1..d4fecf3 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -125,7 +125,7 @@ class SkynetDGPUDaemon: model = body['params']['model'] # if model not known - if model not in MODELS: + if model != 'RealESRGAN_x4plus' and model not in MODELS: logging.warning(f'Unknown model {model}') return False @@ -143,11 +143,17 @@ class SkynetDGPUDaemon: statuses = self._snap['requests'][rid] if len(statuses) == 0: - inputs = [ - await self.conn.get_input_data(_input) - for _input in req['binary_data'].split(',') - if _input - ] + inputs = [] + for _input in req['binary_data'].split(','): + if _input: + for _ in range(3): + try: + img = await self.conn.get_input_data(_input) + inputs.append(img) + break + + except: + ... hash_str = ( str(req['nonce']) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 1e8315d..b40a465 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -15,7 +15,7 @@ import anyio from PIL import Image, UnidentifiedImageError from leap.cleos import CLEOS -from leap.sugar import Checksum256, Name, asset_from_str +from leap.protocol import Asset from skynet.constants import DEFAULT_IPFS_DOMAIN from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file @@ -24,6 +24,225 @@ from skynet.dgpu.errors import DGPUComputeError REQUEST_UPDATE_TIME = 3 +gpu_abi = { + "version": "eosio::abi/1.2", + "types": [], + "structs": [ + { + "name": "account", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "balance", "type": "asset"}, + {"name": "nonce", "type": "uint64"} + ] + }, + { + "name": "card", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "owner", "type": "name"}, + {"name": "card_name", "type": "string"}, + {"name": "version", "type": "string"}, + {"name": "total_memory", "type": "uint64"}, + {"name": "mp_count", "type": "uint32"}, + {"name": "extra", "type": "string"} + ] + }, + { + "name": "clean", + "base": "", + "fields": [] + }, + { + "name": "config", + "base": "", + "fields": [ + {"name": "token_contract", "type": "name"}, + {"name": "token_symbol", "type": "symbol"} + ] + }, + { + "name": "dequeue", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "request_id", "type": "uint64"} + ] + }, + { + "name": "enqueue", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "request_body", "type": "string"}, + {"name": "binary_data", "type": "string"}, + {"name": "reward", "type": "asset"}, + {"name": "min_verification", "type": "uint32"} + ] + }, + { + "name": "gcfgstruct", + "base": "", + "fields": [ + {"name": "token_contract", "type": "name"}, + {"name": "token_symbol", "type": "symbol"} + ] + }, + { + "name": "submit", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "request_hash", "type": "checksum256"}, + {"name": "result_hash", "type": "checksum256"}, + {"name": "ipfs_hash", "type": "string"} + ] + }, + { + "name": "withdraw", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "quantity", "type": "asset"} + ] + }, + { + "name": "work_request_struct", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "user", "type": "name"}, + {"name": "reward", "type": "asset"}, + {"name": "min_verification", "type": "uint32"}, + {"name": "nonce", "type": "uint64"}, + {"name": "body", "type": "string"}, + {"name": "binary_data", "type": "string"}, + {"name": "timestamp", "type": "time_point_sec"} + ] + }, + { + "name": "work_result_struct", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "request_id", "type": "uint64"}, + {"name": "user", "type": "name"}, + {"name": "worker", "type": "name"}, + {"name": "result_hash", "type": "checksum256"}, + {"name": "ipfs_hash", "type": "string"}, + {"name": "submited", "type": "time_point_sec"} + ] + }, + { + "name": "workbegin", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "max_workers", "type": "uint32"} + ] + }, + { + "name": "workcancel", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "reason", "type": "string"} + ] + }, + { + "name": "worker", + "base": "", + "fields": [ + {"name": "account", "type": "name"}, + {"name": "joined", "type": "time_point_sec"}, + {"name": "left", "type": "time_point_sec"}, + {"name": "url", "type": "string"} + ] + }, + { + "name": "worker_status_struct", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "status", "type": "string"}, + {"name": "started", "type": "time_point_sec"} + ] + } + ], + "actions": [ + {"name": "clean", "type": "clean", "ricardian_contract": ""}, + {"name": "config", "type": "config", "ricardian_contract": ""}, + {"name": "dequeue", "type": "dequeue", "ricardian_contract": ""}, + {"name": "enqueue", "type": "enqueue", "ricardian_contract": ""}, + {"name": "submit", "type": "submit", "ricardian_contract": ""}, + {"name": "withdraw", "type": "withdraw", "ricardian_contract": ""}, + {"name": "workbegin", "type": "workbegin", "ricardian_contract": ""}, + {"name": "workcancel", "type": "workcancel", "ricardian_contract": ""} + ], + "tables": [ + { + "name": "cards", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "card" + }, + { + "name": "gcfgstruct", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "gcfgstruct" + }, + { + "name": "queue", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "work_request_struct" + }, + { + "name": "results", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "work_result_struct" + }, + { + "name": "status", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "worker_status_struct" + }, + { + "name": "users", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "account" + }, + { + "name": "workers", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "worker" + } + ], + "ricardian_clauses": [], + "error_messages": [], + "abi_extensions": [], + "variants": [], + "action_results": [] +} + + async def failable(fn: partial, ret_fail=None): try: @@ -35,22 +254,22 @@ async def failable(fn: partial, ret_fail=None): asks.errors.RequestTimeout, asks.errors.BadHttpResponse, anyio.BrokenResourceError - ): + ) as e: return ret_fail class SkynetGPUConnector: def __init__(self, config: dict): - self.account = Name(config['account']) + self.account = config['account'] self.permission = config['permission'] self.key = config['key'] self.node_url = config['node_url'] self.hyperion_url = config['hyperion_url'] - self.cleos = CLEOS( - None, None, self.node_url, remote=self.node_url) + self.cleos = CLEOS(endpoint=self.node_url) + self.cleos.load_abi('gpu.scd', gpu_abi) self.ipfs_gateway_url = None if 'ipfs_gateway_url' in config: @@ -151,11 +370,11 @@ class SkynetGPUConnector: self.cleos.a_push_action, 'gpu.scd', 'workbegin', - { + list({ 'worker': self.account, 'request_id': request_id, 'max_workers': 2 - }, + }.values()), self.account, self.key, permission=self.permission ) @@ -168,11 +387,11 @@ class SkynetGPUConnector: self.cleos.a_push_action, 'gpu.scd', 'workcancel', - { + list({ 'worker': self.account, 'request_id': request_id, 'reason': reason - }, + }.values()), self.account, self.key, permission=self.permission ) @@ -191,10 +410,10 @@ class SkynetGPUConnector: self.cleos.a_push_action, 'gpu.scd', 'withdraw', - { + list({ 'user': self.account, - 'quantity': asset_from_str(balance) - }, + 'quantity': Asset.from_str(balance) + }.values()), self.account, self.key, permission=self.permission ) @@ -226,13 +445,13 @@ class SkynetGPUConnector: self.cleos.a_push_action, 'gpu.scd', 'submit', - { + list({ 'worker': self.account, 'request_id': request_id, - 'request_hash': Checksum256(request_hash), - 'result_hash': Checksum256(result_hash), + 'request_hash': request_hash, + 'result_hash': result_hash, 'ipfs_hash': ipfs_hash - }, + }.values()), self.account, self.key, permission=self.permission ) diff --git a/skynet/dgpu/pipes/flux.py b/skynet/dgpu/pipes/flux.py new file mode 100644 index 0000000..57642c0 --- /dev/null +++ b/skynet/dgpu/pipes/flux.py @@ -0,0 +1,50 @@ +#!/usr/bin/python + +import torch + +from diffusers import ( + DiffusionPipeline, + FluxPipeline, + FluxTransformer2DModel +) +from transformers import T5EncoderModel, BitsAndBytesConfig + +from huggingface_hub import hf_hub_download + +__model = { + 'name': 'black-forest-labs/FLUX.1-schnell' +} + +def pipeline_for( + model: str, + mode: str, + mem_fraction: float = 1.0, + cache_dir: str | None = None +) -> DiffusionPipeline: + qonfig = BitsAndBytesConfig( + load_in_4bit=True, + bnb_4bit_quant_type="nf4", + ) + params = { + 'torch_dtype': torch.bfloat16, + 'cache_dir': cache_dir, + 'device_map': 'balanced', + 'max_memory': {'cpu': '10GiB', 0: '11GiB'} + # 'max_memory': {0: '11GiB'} + } + + text_encoder = T5EncoderModel.from_pretrained( + 'black-forest-labs/FLUX.1-schnell', + subfolder="text_encoder_2", + torch_dtype=torch.bfloat16, + quantization_config=qonfig + ) + params['text_encoder_2'] = text_encoder + + pipe = FluxPipeline.from_pretrained( + model, **params) + + pipe.vae.enable_tiling() + pipe.vae.enable_slicing() + + return pipe diff --git a/skynet/dgpu/pipes/flux_inpaint.py b/skynet/dgpu/pipes/flux_inpaint.py new file mode 100644 index 0000000..ba0b9e7 --- /dev/null +++ b/skynet/dgpu/pipes/flux_inpaint.py @@ -0,0 +1,55 @@ +#!/usr/bin/python + +import torch + +from diffusers import ( + DiffusionPipeline, + FluxFillPipeline, + FluxTransformer2DModel +) +from transformers import T5EncoderModel, BitsAndBytesConfig + +__model = { + 'name': 'black-forest-labs/FLUX.1-Fill-dev' +} + +def pipeline_for( + model: str, + mode: str, + mem_fraction: float = 1.0, + cache_dir: str | None = None +) -> DiffusionPipeline: + qonfig = BitsAndBytesConfig( + load_in_4bit=True, + bnb_4bit_quant_type="nf4", + ) + params = { + 'torch_dtype': torch.bfloat16, + 'cache_dir': cache_dir, + 'device_map': 'balanced', + 'max_memory': {'cpu': '10GiB', 0: '11GiB'} + # 'max_memory': {0: '11GiB'} + } + + text_encoder = T5EncoderModel.from_pretrained( + 'sayakpaul/FLUX.1-Fill-dev-nf4', + subfolder="text_encoder_2", + torch_dtype=torch.bfloat16, + quantization_config=qonfig + ) + params['text_encoder_2'] = text_encoder + + transformer = FluxTransformer2DModel.from_pretrained( + 'sayakpaul/FLUX.1-Fill-dev-nf4', + subfolder="transformer", + torch_dtype=torch.bfloat16, + quantization_config=qonfig + ) + + pipe = FluxFillPipeline.from_pretrained( + model, **params) + + pipe.vae.enable_tiling() + pipe.vae.enable_slicing() + + return pipe diff --git a/skynet/utils.py b/skynet/utils.py index 0ef9c09..0662aca 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -6,29 +6,42 @@ import sys import time import random import logging +import importlib from typing import Optional from pathlib import Path -import asks +import trio import torch import numpy as np from PIL import Image -from basicsr.archs.rrdbnet_arch import RRDBNet from diffusers import ( DiffusionPipeline, AutoPipelineForText2Image, AutoPipelineForImage2Image, AutoPipelineForInpainting, - EulerAncestralDiscreteScheduler + EulerAncestralDiscreteScheduler, ) -from realesrgan import RealESRGANer from huggingface_hub import login -import trio from .constants import MODELS +# Hack to fix a changed import in torchvision 0.17+, which otherwise breaks +# basicsr; see https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/13985 +try: + import torchvision.transforms.functional_tensor # noqa: F401 +except ImportError: + try: + import torchvision.transforms.functional as functional + sys.modules["torchvision.transforms.functional_tensor"] = functional + except ImportError: + pass # shrug... + +from basicsr.archs.rrdbnet_arch import RRDBNet +from realesrgan import RealESRGANer + + def time_ms(): return int(time.time() * 1000) @@ -72,6 +85,7 @@ def pipeline_for( cache_dir: str | None = None ) -> DiffusionPipeline: + logging.info(f'pipeline_for {model} {mode}') assert torch.cuda.is_available() torch.cuda.empty_cache() torch.backends.cuda.matmul.allow_tf32 = True @@ -85,21 +99,35 @@ def pipeline_for( torch.use_deterministic_algorithms(True) model_info = MODELS[model] + shortname = model_info.short + + # disable for compat with "diffuse" method + # assert mode in model_info.tags + + # default to checking if custom pipeline exist and return that if not, attempt generic + try: + normalized_shortname = shortname.replace('-', '_') + custom_pipeline = importlib.import_module(f'skynet.dgpu.pipes.{normalized_shortname}') + assert custom_pipeline.__model['name'] == model + return custom_pipeline.pipeline_for(model, mode, mem_fraction=mem_fraction, cache_dir=cache_dir) + + except ImportError: + ... + req_mem = model_info.mem + mem_gb = torch.cuda.mem_get_info()[1] / (10**9) mem_gb *= mem_fraction over_mem = mem_gb < req_mem if over_mem: logging.warn(f'model requires {req_mem} but card has {mem_gb}, model will run slower..') - shortname = model_info.short - params = { 'safety_checker': None, 'torch_dtype': torch.float16, 'cache_dir': cache_dir, - 'variant': 'fp16' + 'variant': 'fp16', } match shortname: @@ -108,6 +136,7 @@ def pipeline_for( torch.cuda.set_per_process_memory_fraction(mem_fraction) + pipe_class = DiffusionPipeline match mode: case 'inpaint': pipe_class = AutoPipelineForInpainting @@ -115,7 +144,7 @@ def pipeline_for( case 'img2img': pipe_class = AutoPipelineForImage2Image - case 'txt2img' | 'diffuse': + case 'txt2img': pipe_class = AutoPipelineForText2Image pipe = pipe_class.from_pretrained( @@ -124,20 +153,20 @@ def pipeline_for( pipe.scheduler = EulerAncestralDiscreteScheduler.from_config( pipe.scheduler.config) - pipe.enable_xformers_memory_efficient_attention() + # pipe.enable_xformers_memory_efficient_attention() if over_mem: if mode == 'txt2img': - pipe.enable_vae_slicing() - pipe.enable_vae_tiling() - + pipe.vae.enable_tiling() + pipe.vae.enable_slicing() + pipe.enable_model_cpu_offload() else: - if sys.version_info[1] < 11: - # torch.compile only supported on python < 3.11 - pipe.unet = torch.compile( - pipe.unet, mode='reduce-overhead', fullgraph=True) + # if sys.version_info[1] < 11: + # # torch.compile only supported on python < 3.11 + # pipe.unet = torch.compile( + # pipe.unet, mode='reduce-overhead', fullgraph=True) pipe = pipe.to('cuda') @@ -155,7 +184,7 @@ def txt2img( seed: Optional[int] = None ): login(token=hf_token) - pipe = pipeline_for(model) + pipe = pipeline_for(model, 'txt2img') seed = seed if seed else random.randint(0, 2 ** 64) prompt = prompt @@ -182,7 +211,7 @@ def img2img( seed: Optional[int] = None ): login(token=hf_token) - pipe = pipeline_for(model, image=True) + pipe = pipeline_for(model, 'img2img') model_info = MODELS[model] @@ -215,7 +244,7 @@ def inpaint( seed: Optional[int] = None ): login(token=hf_token) - pipe = pipeline_for(model, image=True, inpainting=True) + pipe = pipeline_for(model, 'inpaint') model_info = MODELS[model] @@ -225,21 +254,25 @@ def inpaint( with open(mask_path, 'rb') as mask_file: mask_img = convert_from_bytes_and_crop(mask_file.read(), model_info.size.w, model_info.size.h) + var_params = {} + if 'flux' not in model.lower(): + var_params['strength'] = strength + seed = seed if seed else random.randint(0, 2 ** 64) prompt = prompt image = pipe( prompt, image=input_img, mask_image=mask_img, - strength=strength, guidance_scale=guidance, num_inference_steps=steps, - generator=torch.Generator("cuda").manual_seed(seed) + generator=torch.Generator("cuda").manual_seed(seed), + **var_params ).images[0] image.save(output) -def init_upscaler(model_path: str = 'weights/RealESRGAN_x4plus.pth'): +def init_upscaler(model_path: str = 'hf_home/RealESRGAN_x4plus.pth'): return RealESRGANer( scale=4, model_path=model_path, @@ -258,7 +291,7 @@ def init_upscaler(model_path: str = 'weights/RealESRGAN_x4plus.pth'): def upscale( img_path: str = 'input.png', output: str = 'output.png', - model_path: str = 'weights/RealESRGAN_x4plus.pth' + model_path: str = 'hf_home/RealESRGAN_x4plus.pth' ): input_img = Image.open(img_path).convert('RGB') @@ -269,25 +302,3 @@ def upscale( image = convert_from_cv2_to_image(up_img) image.save(output) - - -async def download_upscaler(): - print('downloading upscaler...') - weights_path = Path('weights') - weights_path.mkdir(exist_ok=True) - upscaler_url = 'https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth' - save_path = weights_path / 'RealESRGAN_x4plus.pth' - response = await asks.get(upscaler_url) - with open(save_path, 'wb') as f: - f.write(response.content) - print('done') - -def download_all_models(hf_token: str, hf_home: str): - assert torch.cuda.is_available() - - trio.run(download_upscaler) - - login(token=hf_token) - for model in MODELS: - print(f'DOWNLOADING {model.upper()}') - pipeline_for(model, cache_dir=hf_home) From e757105444a0bc93b2e5fe80085954908679c8a1 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 18 Jan 2025 18:05:29 +0000 Subject: [PATCH 19/61] Fix telegram frontend --- poetry.lock | 187 +++++++++++++++++++- pyproject.toml | 1 + skynet/frontend/telegram/__init__.py | 250 +++++++++++++++++++++++++-- skynet/frontend/telegram/handlers.py | 4 +- skynet/frontend/telegram/utils.py | 2 +- skynet/ipfs/__init__.py | 2 +- skynet/ipfs/pinner.py | 6 +- 7 files changed, 424 insertions(+), 28 deletions(-) diff --git a/poetry.lock b/poetry.lock index 0f0d396..75ad415 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. [[package]] name = "absl-py" @@ -6,6 +6,7 @@ version = "2.1.0" description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"}, {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"}, @@ -17,6 +18,7 @@ version = "0.34.0" description = "Accelerate" optional = false python-versions = ">=3.8.0" +groups = ["main", "cuda"] files = [ {file = "accelerate-0.34.0-py3-none-any.whl", hash = "sha256:0161fd3f975dd99b5cdb967bb6942bc986d9da466397742008a73290dcb73408"}, {file = "accelerate-0.34.0.tar.gz", hash = "sha256:437a93f0cb15a7768483833975b5c781f61e31a203439948f1c6b0217e1f74d5"}, @@ -48,6 +50,7 @@ version = "2.4.0" description = "Addict is a dictionary whose items can be set using both attribute and item syntax." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "addict-2.4.0-py3-none-any.whl", hash = "sha256:249bb56bbfd3cdc2a004ea0ff4c2b6ddc84d53bc2194761636eb314d5cfa5dfc"}, {file = "addict-2.4.0.tar.gz", hash = "sha256:b3b2210e0e067a281f5646c8c5db92e99b7231ea8b0eb5f74dbdf9e259d4e494"}, @@ -59,6 +62,7 @@ version = "24.1.0" description = "File support for asyncio." optional = false python-versions = ">=3.8" +groups = ["cuda"] files = [ {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"}, {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"}, @@ -70,6 +74,7 @@ version = "2.4.4" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.8" +groups = ["frontend"] files = [ {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"}, {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"}, @@ -81,6 +86,7 @@ version = "3.11.11" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" +groups = ["frontend"] files = [ {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"}, {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"}, @@ -179,6 +185,7 @@ version = "0.24.0" description = "Generic async RPC implementation, including JSON-RPC" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "aiorpcX-0.24.0-py3-none-any.whl", hash = "sha256:aaec0dabceb5468284f4aaedbd1e99ad7234fcbbfbc69a3ebf4dc3892d7283b8"}, {file = "aiorpcx-0.24.0.tar.gz", hash = "sha256:2302d827796d52aa87a457e204a59c6e5bb307792cd31379a9c85f6494a4a59a"}, @@ -193,6 +200,7 @@ version = "1.3.2" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.9" +groups = ["frontend"] files = [ {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"}, {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"}, @@ -207,6 +215,7 @@ version = "3.7.1" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"}, {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"}, @@ -228,6 +237,7 @@ version = "3.0.0" description = "asks - async http" optional = false python-versions = ">= 3.6.2" +groups = ["main"] files = [ {file = "asks-3.0.0.tar.gz", hash = "sha256:e4d61dc8362594c81cfe0198eee9f3a208eef1c0023355d711566a6dcf65e986"}, ] @@ -243,6 +253,7 @@ version = "1.10" description = "Async generators and context managers for Python 3.5+" optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "async_generator-1.10-py3-none-any.whl", hash = "sha256:01c7bf666359b4967d2cda0000cc2e4af16a0ae098cbffcb8472fb9e8ad6585b"}, {file = "async_generator-1.10.tar.gz", hash = "sha256:6ebb3d106c12920aaae42ccb6f787ef5eefdcdd166ea3d628fa8476abe712144"}, @@ -254,6 +265,8 @@ version = "5.0.1" description = "Timeout context manager for asyncio programs" optional = false python-versions = ">=3.8" +groups = ["frontend"] +markers = "python_version < \"3.11.0\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -265,6 +278,7 @@ version = "0.30.0" description = "An asyncio PostgreSQL driver" optional = false python-versions = ">=3.8.0" +groups = ["frontend"] files = [ {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"}, {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"}, @@ -331,6 +345,7 @@ version = "24.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" +groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"}, {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"}, @@ -350,6 +365,7 @@ version = "2.1.1" description = "Base58 and Base58Check implementation." optional = false python-versions = ">=3.5" +groups = ["main"] files = [ {file = "base58-2.1.1-py3-none-any.whl", hash = "sha256:11a36f4d3ce51dfc1043f3218591ac4eb1ceb172919cebe05b52a5bcc8d245c2"}, {file = "base58-2.1.1.tar.gz", hash = "sha256:c5d0cb3f5b6e81e8e35da5754388ddcc6d0d14b6c6a132cb93d69ed580a7278c"}, @@ -364,6 +380,7 @@ version = "1.4.2" description = "Open Source Image and Video Super-Resolution Toolbox" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "basicsr-1.4.2.tar.gz", hash = "sha256:b89b595a87ef964cda9913b4d99380ddb6554c965577c0c10cb7b78e31301e87"}, ] @@ -391,6 +408,7 @@ version = "0.45.0" description = "k-bit optimizers and matrix multiplication routines." optional = false python-versions = "*" +groups = ["main"] files = [ {file = "bitsandbytes-0.45.0-py3-none-manylinux_2_24_x86_64.whl", hash = "sha256:0f0323de1ff1fdf8383e79bdad1283516a4c05a6fd2b44a363bf4e059422305b"}, {file = "bitsandbytes-0.45.0-py3-none-win_amd64.whl", hash = "sha256:ebbf96e0ecb466716a65ecdeaef3fa1983575447b9ab66b74e5211892507c6ff"}, @@ -411,6 +429,7 @@ version = "1.9.0" description = "Fast, simple object-to-object and broadcast signaling" optional = false python-versions = ">=3.9" +groups = ["cuda"] files = [ {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"}, {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"}, @@ -422,6 +441,7 @@ version = "2024.12.14" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" +groups = ["main", "cuda", "frontend"] files = [ {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"}, {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"}, @@ -433,6 +453,7 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" +groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"}, {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"}, @@ -502,6 +523,7 @@ files = [ {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"}, {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"}, ] +markers = {main = "os_name == \"nt\" and implementation_name != \"pypy\" or platform_python_implementation == \"PyPy\"", cuda = "os_name == \"nt\" and implementation_name != \"pypy\"", dev = "os_name == \"nt\" and implementation_name != \"pypy\"", frontend = "os_name == \"nt\" and implementation_name != \"pypy\""} [package.dependencies] pycparser = "*" @@ -512,6 +534,7 @@ version = "3.4.1" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7" +groups = ["main", "cuda", "frontend"] files = [ {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"}, {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"}, @@ -613,6 +636,7 @@ version = "8.1.8" description = "Composable command line interface toolkit" optional = false python-versions = ">=3.7" +groups = ["main", "cuda"] files = [ {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, @@ -627,10 +651,12 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" +groups = ["main", "cuda", "dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] +markers = {main = "platform_system == \"Windows\"", cuda = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""} [[package]] name = "contourpy" @@ -638,6 +664,7 @@ version = "1.3.1" description = "Python library for calculating contours of 2D quadrilateral grids" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"}, {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"}, @@ -711,6 +738,7 @@ version = "2.0.9" description = "Python Crypto Coin Tools" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "cryptos-2.0.9.tar.gz", hash = "sha256:3465f37ff22fad3903394ed1dafa0d712472a2ab2e9bc1f13a31886ffc7df343"}, ] @@ -731,6 +759,7 @@ version = "0.12.1" description = "Composable style cycles" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"}, {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"}, @@ -746,6 +775,7 @@ version = "0.32.1" description = "State-of-the-art diffusion in PyTorch and JAX." optional = false python-versions = ">=3.8.0" +groups = ["cuda"] files = [ {file = "diffusers-0.32.1-py3-none-any.whl", hash = "sha256:ab2ed6efe9dd2364db55b94fae453ff149dc06693ec99702cadfbeeaaa00c9c1"}, {file = "diffusers-0.32.1.tar.gz", hash = "sha256:d48c19a4bce612d225f857e2e5d4f6ee003b88234af46b44c20119ee23f1568c"}, @@ -776,6 +806,7 @@ version = "2.4.0" description = "A Python wrapper for the Discord API" optional = false python-versions = ">=3.8" +groups = ["frontend"] files = [ {file = "discord.py-2.4.0-py3-none-any.whl", hash = "sha256:b8af6711c70f7e62160bfbecb55be699b5cb69d007426759ab8ab06b1bd77d1d"}, {file = "discord_py-2.4.0.tar.gz", hash = "sha256:d07cb2a223a185873a1d0ee78b9faa9597e45b3f6186df21a95cec1e9bcdc9a5"}, @@ -796,6 +827,7 @@ version = "5.6.3" description = "Disk Cache -- Disk and file backed persistent cache." optional = false python-versions = ">=3" +groups = ["main"] files = [ {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"}, {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"}, @@ -807,6 +839,7 @@ version = "6.1.3" description = "A Python library for the Docker Engine API." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "docker-6.1.3-py3-none-any.whl", hash = "sha256:aecd2277b8bf8e506e484f6ab7aec39abe0038e29fa4a6d3ba86c3fe01844ed9"}, {file = "docker-6.1.3.tar.gz", hash = "sha256:aa6d17830045ba5ef0168d5eaa34d37beeb113948c413affe1d5991fc11f9a20"}, @@ -828,6 +861,7 @@ version = "0.8.0" description = "A new flavour of deep learning operations" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "einops-0.8.0-py3-none-any.whl", hash = "sha256:9572fb63046264a862693b0a87088af3bdc8c068fde03de63453cbbde245465f"}, {file = "einops-0.8.0.tar.gz", hash = "sha256:63486517fed345712a8385c100cb279108d9d47e6ae59099b07657e983deae85"}, @@ -839,10 +873,12 @@ version = "1.2.2" description = "Backport of PEP 654 (exception groups)" optional = false python-versions = ">=3.7" +groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"}, {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"}, ] +markers = {main = "python_version < \"3.11\"", dev = "python_version < \"3.11\"", frontend = "python_version < \"3.11\""} [package.extras] test = ["pytest (>=6)"] @@ -853,6 +889,7 @@ version = "0.3.0" description = "Basic face library" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "facexlib-0.3.0-py3-none-any.whl", hash = "sha256:245d58861537b820c616e8b3ef618ccfad2a24724a2d74be2b0542643c01a878"}, {file = "facexlib-0.3.0.tar.gz", hash = "sha256:7ae784a520eb52e05583e8bf9f68f77f45083239ac754d646d635017b49e7763"}, @@ -875,6 +912,7 @@ version = "0.9.1" description = "colorful TAB completion for Python prompt" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "fancycompleter-0.9.1-py3-none-any.whl", hash = "sha256:dd076bca7d9d524cc7f25ec8f35ef95388ffef9ef46def4d3d25e9b044ad7080"}, {file = "fancycompleter-0.9.1.tar.gz", hash = "sha256:09e0feb8ae242abdfd7ef2ba55069a46f011814a80fe5476be48f51b00247272"}, @@ -890,6 +928,7 @@ version = "3.16.1" description = "A platform independent file lock." optional = false python-versions = ">=3.8" +groups = ["main", "cuda"] files = [ {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"}, {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"}, @@ -906,6 +945,7 @@ version = "1.4.5" description = "Kalman filtering and optimal estimation library" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "filterpy-1.4.5.zip", hash = "sha256:4f2a4d39e4ea601b9ab42b2db08b5918a9538c168cff1c6895ae26646f3d73b1"}, ] @@ -921,6 +961,7 @@ version = "3.1.0" description = "A simple framework for building complex web applications." optional = false python-versions = ">=3.9" +groups = ["cuda"] files = [ {file = "flask-3.1.0-py3-none-any.whl", hash = "sha256:d667207822eb83f1c4b50949b1623c8fc8d51f2341d65f72e1a1815397551136"}, {file = "flask-3.1.0.tar.gz", hash = "sha256:5f873c5184c897c8d9d1b05df1e3d01b14910ce69607a117bd3277098a5836ac"}, @@ -943,6 +984,7 @@ version = "4.55.3" description = "Tools to manipulate font files" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1dcc07934a2165ccdc3a5a608db56fb3c24b609658a5b340aee4ecf3ba679dc0"}, {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f7d66c15ba875432a2d2fb419523f5d3d347f91f48f57b8b08a2dfc3c39b8a3f"}, @@ -1016,6 +1058,7 @@ version = "1.5.0" description = "A list-like structure which implements collections.abc.MutableSequence" optional = false python-versions = ">=3.8" +groups = ["frontend"] files = [ {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"}, {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"}, @@ -1117,6 +1160,7 @@ version = "2024.12.0" description = "File-system specification" optional = false python-versions = ">=3.8" +groups = ["main", "cuda"] files = [ {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"}, {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"}, @@ -1156,6 +1200,7 @@ version = "1.0.0" description = "Clean single-source support for Python 3 and 2" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" +groups = ["main"] files = [ {file = "future-1.0.0-py3-none-any.whl", hash = "sha256:929292d34f5872e70396626ef385ec22355a1fae8ad29e1a734c3e43f9fbc216"}, {file = "future-1.0.0.tar.gz", hash = "sha256:bd2968309307861edae1458a4f8a4f3598c03be43b97521076aebf5d94c07b05"}, @@ -1167,6 +1212,7 @@ version = "1.3.8" description = "GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "gfpgan-1.3.8-py3-none-any.whl", hash = "sha256:3d8386df6320aa9dfb0dd4cd09d9f8ed12ae0bbd9b2df257c3d21aefac5d8b85"}, {file = "gfpgan-1.3.8.tar.gz", hash = "sha256:21618b06ce8ea6230448cb526b012004f23a9ab956b55c833f69b9fc8a60c4f9"}, @@ -1192,6 +1238,7 @@ version = "0.14.0" description = "Read and write ML models in GGUF for GGML" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "gguf-0.14.0-py3-none-any.whl", hash = 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@@ version = "4.0.0" description = "Pure-Python HPACK header compression" optional = false python-versions = ">=3.6.1" +groups = ["cuda"] files = [ {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"}, {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"}, @@ -1399,6 +1451,7 @@ version = "0.2.2" description = "Half-Quadratic Quantization (HQQ)" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "hqq-0.2.2.tar.gz", hash = "sha256:d78ee07470ae93c261ffae95ace6da1ac2d1e6864f2d0127916bbf4ee7b41292"}, ] @@ -1418,6 +1471,7 @@ version = "1.0.7" description = "A minimal low-level HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"}, {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"}, @@ -1439,6 +1493,7 @@ version = "0.28.1" description = "The next generation HTTP client." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"}, {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"}, @@ -1463,6 +1518,7 @@ version = "0.27.1" description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" optional = false python-versions = ">=3.8.0" +groups = ["main", "cuda"] files = [ {file = "huggingface_hub-0.27.1-py3-none-any.whl", hash = "sha256:1c5155ca7d60b60c2e2fc38cbb3ffb7f7c3adf48f824015b219af9061771daec"}, {file = "huggingface_hub-0.27.1.tar.gz", hash = "sha256:c004463ca870283909d715d20f066ebd6968c2207dae9393fdffb3c1d4d8f98b"}, @@ -1497,6 +1553,7 @@ version = "0.14.4" description = "A ASGI Server based on Hyper libraries and inspired by Gunicorn" optional = false python-versions = ">=3.7" +groups = ["cuda"] files = [ {file = "hypercorn-0.14.4-py3-none-any.whl", hash = "sha256:f956200dbf8677684e6e976219ffa6691d6cf795281184b41dbb0b135ab37b8d"}, {file = "hypercorn-0.14.4.tar.gz", hash = "sha256:3fa504efc46a271640023c9b88c3184fd64993f47a282e8ae1a13ccb285c2f67"}, @@ -1523,6 +1580,7 @@ version = "6.0.1" description = "HTTP/2 framing layer for Python" optional = false python-versions = ">=3.6.1" +groups = ["cuda"] files = [ {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"}, {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"}, @@ -1534,6 +1592,7 @@ version = "3.10" description = "Internationalized Domain Names in Applications (IDNA)" optional = false python-versions = ">=3.6" +groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"}, {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"}, @@ -1548,6 +1607,7 @@ version = "2.36.1" description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "imageio-2.36.1-py3-none-any.whl", hash = "sha256:20abd2cae58e55ca1af8a8dcf43293336a59adf0391f1917bf8518633cfc2cdf"}, {file = "imageio-2.36.1.tar.gz", hash = "sha256:e4e1d231f47f9a9e16100b0f7ce1a86e8856fb4d1c0fa2c4365a316f1746be62"}, @@ -1581,6 +1641,7 @@ version = "8.5.0" description = "Read metadata from Python packages" optional = false python-versions = ">=3.8" +groups = ["cuda"] files = [ {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = 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"Safely pass data to untrusted environments and back." optional = false python-versions = ">=3.8" +groups = ["cuda"] files = [ {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"}, {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"}, @@ -1643,6 +1707,7 @@ version = "2.0.0" description = "Mixed sync-async queue to interoperate between asyncio tasks and classic threads" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "janus-2.0.0-py3-none-any.whl", hash = "sha256:7e6449d34eab04cd016befbd7d8c0d8acaaaab67cb59e076a69149f9031745f9"}, {file = "janus-2.0.0.tar.gz", hash = "sha256:0970f38e0e725400496c834a368a67ee551dc3b5ad0a257e132f5b46f2e77770"}, @@ -1654,6 +1719,7 @@ version = "3.1.5" description = "A very fast and expressive template engine." optional = false python-versions = ">=3.7" +groups = ["main", "cuda"] files = [ {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"}, {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"}, @@ -1671,6 +1737,7 @@ version = "1.4.8" description = "A fast implementation of the Cassowary constraint solver" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"}, {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"}, @@ -1760,6 +1827,7 @@ version = "0.4" description = "Makes it easy to load subpackages and functions on demand." optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "lazy_loader-0.4-py3-none-any.whl", hash = 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description = "A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML." optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "msgspec-0.19.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d8dd848ee7ca7c8153462557655570156c2be94e79acec3561cf379581343259"}, {file = "msgspec-0.19.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0553bbc77662e5708fe66aa75e7bd3e4b0f209709c48b299afd791d711a93c36"}, @@ -2061,6 +2136,7 @@ version = "6.1.0" description = "multidict implementation" optional = false python-versions = ">=3.8" +groups = ["frontend"] files = [ {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"}, {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"}, @@ -2165,6 +2241,7 @@ version = "3.4.2" description = "Python package for creating and manipulating graphs and networks" optional = false python-versions = ">=3.10" +groups = ["main", "cuda"] files = [ {file = "networkx-3.4.2-py3-none-any.whl", hash = "sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f"}, {file = "networkx-3.4.2.tar.gz", hash = "sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1"}, @@ -2184,6 +2261,7 @@ version = "1.11.1.3" description = "Ninja is a small build system with a focus on speed" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "ninja-1.11.1.3-py3-none-macosx_10_9_universal2.whl", hash = "sha256:2b4879ea3f1169f3d855182c57dcc84d1b5048628c8b7be0d702b81882a37237"}, {file = "ninja-1.11.1.3-py3-none-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:bc3ebc8b2e47716149f3541742b5cd8e0b08f51013b825c05baca3e34854370d"}, @@ -2213,6 +2291,7 @@ version = "0.60.0" description = "compiling Python code using LLVM" optional = false python-versions = ">=3.9" +groups = ["main", "cuda"] files = [ {file = "numba-0.60.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d761de835cd38fb400d2c26bb103a2726f548dc30368853121d66201672e651"}, {file = "numba-0.60.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:159e618ef213fba758837f9837fb402bbe65326e60ba0633dbe6c7f274d42c1b"}, @@ -2247,6 +2326,7 @@ version = "2.0.2" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.9" +groups = ["main", "cuda"] files = [ {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"}, {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"}, @@ -2301,6 +2381,8 @@ version = "12.1.3.1" description = "CUBLAS native runtime libraries" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728"}, {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-win_amd64.whl", hash = "sha256:2b964d60e8cf11b5e1073d179d85fa340c120e99b3067558f3cf98dd69d02906"}, @@ -2312,6 +2394,8 @@ version = "12.1.105" description = "CUDA profiling tools runtime libs." optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e"}, {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:bea8236d13a0ac7190bd2919c3e8e6ce1e402104276e6f9694479e48bb0eb2a4"}, @@ -2323,6 +2407,8 @@ version = "12.1.105" description = "NVRTC native runtime libraries" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2"}, {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:0a98a522d9ff138b96c010a65e145dc1b4850e9ecb75a0172371793752fd46ed"}, @@ -2334,6 +2420,8 @@ version = "12.1.105" description = "CUDA Runtime native Libraries" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40"}, {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:dfb46ef84d73fababab44cf03e3b83f80700d27ca300e537f85f636fac474344"}, @@ -2345,6 +2433,8 @@ version = "9.1.0.70" description = "cuDNN runtime libraries" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl", hash = "sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f"}, {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-win_amd64.whl", hash = "sha256:6278562929433d68365a07a4a1546c237ba2849852c0d4b2262a486e805b977a"}, @@ -2359,6 +2449,8 @@ version = "11.0.2.54" description = "CUFFT native runtime libraries" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl", hash = 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== \"x86_64\"" files = [ {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd"}, {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-win_amd64.whl", hash = "sha256:74e0c3a24c78612192a74fcd90dd117f1cf21dea4822e66d89e8ea80e3cd2da5"}, @@ -2397,6 +2493,8 @@ version = "12.1.0.106" description = "CUSPARSE native runtime libraries" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c"}, {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-win_amd64.whl", hash = "sha256:b798237e81b9719373e8fae8d4f091b70a0cf09d9d85c95a557e11df2d8e9a5a"}, @@ -2411,6 +2509,8 @@ version = "2.21.5" description = "NVIDIA Collective Communication Library (NCCL) Runtime" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_nccl_cu12-2.21.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:8579076d30a8c24988834445f8d633c697d42397e92ffc3f63fa26766d25e0a0"}, ] @@ -2421,6 +2521,8 @@ version = "12.6.85" description = "Nvidia JIT LTO Library" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a"}, {file = "nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cf4eaa7d4b6b543ffd69d6abfb11efdeb2db48270d94dfd3a452c24150829e41"}, @@ -2433,6 +2535,8 @@ version = "12.1.105" description = "NVIDIA Tools Extension" optional = false python-versions = ">=3" +groups = ["main", "cuda"] +markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\"" files = [ {file = "nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:dc21cf308ca5691e7c04d962e213f8a4aa9bbfa23d95412f452254c2caeb09e5"}, {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"}, @@ -2444,6 +2548,7 @@ version = "4.11.0.86" description = "Wrapper package for OpenCV python bindings." optional = false python-versions = ">=3.6" +groups = ["main", "cuda"] files = [ {file = "opencv-python-4.11.0.86.tar.gz", hash = "sha256:03d60ccae62304860d232272e4a4fda93c39d595780cb40b161b310244b736a4"}, {file = "opencv_python-4.11.0.86-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:432f67c223f1dc2824f5e73cdfcd9db0efc8710647d4e813012195dc9122a52a"}, @@ -2468,6 +2573,7 @@ version = "0.2.6" description = "A pytorch quantization backend for optimum." optional = false python-versions = ">=3.9.0" +groups = ["main"] files = [ {file = "optimum_quanto-0.2.6-py3-none-any.whl", hash = "sha256:5b0d41757f982c7c70f8ec23bb843c7eb0e6fe3fd99d5e35d70003df2a6ee11f"}, {file = "optimum_quanto-0.2.6.tar.gz", hash = "sha256:da9a3093a92102f11c3bd7794d566b3a9d7c100962f41800b3e9b330d0bdfb5e"}, @@ -2490,6 +2596,7 @@ version = "1.3.0.post0" description = "Capture the outcome of Python function calls." optional = false python-versions = ">=3.7" +groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "outcome-1.3.0.post0-py2.py3-none-any.whl", hash = "sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b"}, {file = "outcome-1.3.0.post0.tar.gz", hash = "sha256:9dcf02e65f2971b80047b377468e72a268e15c0af3cf1238e6ff14f7f91143b8"}, @@ -2504,6 +2611,7 @@ version = "24.2" description = "Core utilities for Python packages" optional = false python-versions = ">=3.8" +groups = ["main", "cuda", "dev"] files = [ {file = 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false python-versions = ">=3.8" +groups = ["main", "cuda"] files = [ {file = "pillow-10.4.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e"}, {file = "pillow-10.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d"}, @@ -2642,6 +2753,7 @@ version = "4.3.6" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"}, {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"}, @@ -2658,6 +2770,7 @@ version = "1.5.0" description = "plugin and hook calling mechanisms for python" optional = false python-versions = ">=3.8" +groups = ["dev"] files = [ {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, @@ -2673,6 +2786,7 @@ version = "2.0.0" description = "A pure-Python implementation of the HTTP/2 priority tree" optional = false python-versions = ">=3.6.1" +groups = ["cuda"] files = [ {file = "priority-2.0.0-py3-none-any.whl", hash = "sha256:6f8eefce5f3ad59baf2c080a664037bb4725cd0a790d53d59ab4059288faf6aa"}, {file = "priority-2.0.0.tar.gz", hash = "sha256:c965d54f1b8d0d0b19479db3924c7c36cf672dbf2aec92d43fbdaf4492ba18c0"}, @@ -2684,6 +2798,7 @@ version = "0.2.1" description = "Accelerated property cache" optional = false python-versions = ">=3.9" +groups = ["frontend"] files = [ {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"}, {file = 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["main", "cuda", "dev", "frontend"] files = [ {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"}, {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"}, ] +markers = {main = "os_name == \"nt\" and implementation_name != \"pypy\" or platform_python_implementation == \"PyPy\"", cuda = "os_name == \"nt\" and implementation_name != \"pypy\"", dev = "os_name == \"nt\" and implementation_name != \"pypy\"", frontend = "os_name == \"nt\" and implementation_name != \"pypy\""} [[package]] name = "pycryptodomex" @@ -2934,6 +3056,7 @@ version = "3.21.0" description = "Cryptographic library for Python" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" +groups = ["main"] files = [ {file = "pycryptodomex-3.21.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:dbeb84a399373df84a69e0919c1d733b89e049752426041deeb30d68e9867822"}, 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"sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"}, @@ -3003,6 +3128,8 @@ version = "2.1" description = "A python implmementation of GNU readline." optional = false python-versions = "*" +groups = ["dev"] +markers = "platform_system == \"Windows\"" files = [ {file = "pyreadline-2.1.zip", hash = "sha256:4530592fc2e85b25b1a9f79664433da09237c1a270e4d78ea5aa3a2c7229e2d1"}, ] @@ -3013,6 +3140,7 @@ version = "0.9.0" description = "A library for building flexible command line interfaces" optional = false python-versions = "*" +groups = ["dev"] files = [ {file = "pyrepl-0.9.0.tar.gz", hash = "sha256:292570f34b5502e871bbb966d639474f2b57fbfcd3373c2d6a2f3d56e681a775"}, ] @@ -3023,6 +3151,7 @@ version = "4.26.0" description = "Python Telegram bot api." optional = false python-versions = ">=3.9" +groups = ["frontend"] files = [ {file = "pytelegrambotapi-4.26.0-py3-none-any.whl", hash = "sha256:6a7a10571dcecc01aac917269baf4321a0518d5db1fe57b6a09b76cab2bd6b91"}, {file = "pytelegrambotapi-4.26.0.tar.gz", hash = "sha256:ba92f6a83bf991cbf189577dbc314976032ad8a3fbe6cd631d0ccd79db8523f9"}, @@ -3048,6 +3177,7 @@ version = "7.4.4" description = "pytest: simple powerful testing with Python" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"}, {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"}, @@ -3070,6 +3200,7 @@ version = "0.8.0" description = "Pytest plugin for trio" optional = false python-versions = ">=3.7" +groups = ["dev"] files = [ {file = "pytest-trio-0.8.0.tar.gz", hash = "sha256:8363db6336a79e6c53375a2123a41ddbeccc4aa93f93788651641789a56fb52e"}, {file = "pytest_trio-0.8.0-py3-none-any.whl", hash = "sha256:e6a7e7351ae3e8ec3f4564d30ee77d1ec66e1df611226e5618dbb32f9545c841"}, @@ -3086,6 +3217,7 @@ version = "2.9.0.post0" description = "Extensions to the standard Python datetime module" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" +groups = ["main"] files = [ {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"}, {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"}, @@ -3100,6 +3232,7 @@ version = "2023.4" description = "World timezone definitions, modern and historical" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "pytz-2023.4-py2.py3-none-any.whl", hash = "sha256:f90ef520d95e7c46951105338d918664ebfd6f1d995bd7d153127ce90efafa6a"}, {file = "pytz-2023.4.tar.gz", hash = "sha256:31d4583c4ed539cd037956140d695e42c033a19e984bfce9964a3f7d59bc2b40"}, @@ -3111,6 +3244,7 @@ version = "1.8.0" description = "PyWavelets, wavelet transform module" optional = false python-versions = ">=3.10" +groups = ["cuda"] files = [ {file = "pywavelets-1.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f5c86fcb203c8e61d1f3d4afbfc08d626c64e4e3708207315577264c724632bf"}, {file = "pywavelets-1.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fafb5fa126277e1690c3d6329287122fc08e4d25a262ce126e3d81b1f5709308"}, @@ -3164,6 +3298,8 @@ version = "308" description = "Python for Window Extensions" optional = false python-versions = "*" +groups = ["main"] +markers = "sys_platform == \"win32\"" files = [ {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"}, {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"}, @@ -3191,6 +3327,7 @@ version = "6.0.2" description = "YAML parser and emitter for Python" optional = false python-versions = ">=3.8" +groups = ["main", "cuda"] files = [ {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = 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"sha256:149c9c65c2faafdf455a4461b600e1983b71e593b6f8c8b91b592bbda36cea98"}, @@ -3299,6 +3438,7 @@ version = "0.3.0" description = "Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration" optional = false python-versions = "*" +groups = ["main"] files = [ {file = "realesrgan-0.3.0-py3-none-any.whl", hash = "sha256:59336c16c30dd5130eff350dd27424acb9b7281d18a6810130e265606c9a6088"}, {file = "realesrgan-0.3.0.tar.gz", hash = "sha256:0d36da96ab9f447071606e91f502ccdfb08f80cc82ee4f8caf720c7745ccec7e"}, @@ -3321,6 +3461,7 @@ version = "2024.11.6" description = "Alternative regular expression module, to replace re." optional = false python-versions = ">=3.8" +groups = ["main", "cuda"] files = [ {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"}, {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"}, @@ -3424,6 +3565,7 @@ version = "2.31.0" description = "Python HTTP for Humans." optional = false python-versions = ">=3.7" +groups = ["main", "cuda", "frontend"] files = [ {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"}, {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"}, @@ -3445,6 +3587,7 @@ version = "1.0.1" description = "Ripemd library for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "ripemd-hash-1.0.1.tar.gz", hash = "sha256:de2fdacca95e262ce1338e5595c20195ec51bef04732041e9c16789ec8254f3f"}, ] @@ -3455,6 +3598,7 @@ version = "0.5.2" description = "" optional = false python-versions = ">=3.7" +groups = ["main", "cuda"] files = [ {file = "safetensors-0.5.2-cp38-abi3-macosx_10_12_x86_64.whl", hash = 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"sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"}, {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"}, @@ -3701,6 +3852,7 @@ version = "2.4.0" description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set" optional = false python-versions = "*" +groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"}, {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"}, @@ -3712,6 +3864,7 @@ version = "1.13.1" description = "Computer algebra system (CAS) in Python" optional = false python-versions = ">=3.8" +groups = ["main", "cuda"] files = [ {file = "sympy-1.13.1-py3-none-any.whl", hash = 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"2.5.0" description = "ANSI color formatting for output in terminal" optional = false python-versions = ">=3.9" +groups = ["main"] files = [ {file = "termcolor-2.5.0-py3-none-any.whl", hash = "sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8"}, {file = "termcolor-2.5.0.tar.gz", hash = "sha256:998d8d27da6d48442e8e1f016119076b690d962507531df4890fcd2db2ef8a6f"}, @@ -3777,6 +3933,7 @@ version = "2025.1.10" description = "Read and write TIFF files" optional = false python-versions = ">=3.10" +groups = ["main"] files = [ {file = "tifffile-2025.1.10-py3-none-any.whl", hash = "sha256:ed24cf4c99fb13b4f5fb29f8a0d5605e60558c950bccbdca2a6470732a27cfb3"}, {file = "tifffile-2025.1.10.tar.gz", hash = "sha256:baaf0a3b87bf7ec375fa1537503353f70497eabe1bdde590f2e41cc0346e612f"}, @@ -3799,6 +3956,7 @@ version = "0.21.0" description = "" optional = false python-versions = ">=3.7" +groups = ["main", "cuda"] files = [ {file = "tokenizers-0.21.0-cp39-abi3-macosx_10_12_x86_64.whl", hash 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hash = "sha256:03fdfcbfb8b0367fb6c9fbe9d1c9aa54dfd847618be9b52400b2811d22799cb1"}, @@ -4052,6 +4217,7 @@ version = "0.22.2" description = "A friendly Python library for async concurrency and I/O" optional = false python-versions = ">=3.7" +groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "trio-0.22.2-py3-none-any.whl", hash = "sha256:f43da357620e5872b3d940a2e3589aa251fd3f881b65a608d742e00809b1ec38"}, {file = "trio-0.22.2.tar.gz", hash = "sha256:3887cf18c8bcc894433420305468388dac76932e9668afa1c49aa3806b6accb3"}, @@ -4072,6 +4238,7 @@ version = "0.15.0" description = "A re-implementation of the asyncio mainloop on top of Trio" optional = false python-versions = ">=3.8" +groups = ["frontend"] files = [ {file = "trio_asyncio-0.15.0-py3-none-any.whl", hash = "sha256:7dad5a5edcc7c90c5b80b777dcaef11c22668ce7ddc374633068c2b35d683d62"}, {file = "trio_asyncio-0.15.0.tar.gz", hash = "sha256:061e31a71fb039d5074f064ec868dc0e6759e6cca33bf3080733a20ee9667781"}, @@ -4090,6 +4257,7 @@ version = "0.6.0" description = "PostgreSQL client for Trio based on asyncpg" optional = false python-versions = ">=3.6" +groups = ["frontend"] files = [ {file = "triopg-0.6.0-py3-none-any.whl", hash = "sha256:a65147183c0992d0902f6acdeb2b177bb23efbff1ca971ee4f480d02c9cd5442"}, {file = "triopg-0.6.0.tar.gz", hash = "sha256:ead3505aa702da02e4ec78710385cfa3c216747279d0ab4e6c37fff4236ff162"}, @@ -4106,6 +4274,7 @@ version = "3.1.0" description = "A language and compiler for custom Deep Learning operations" optional = false python-versions = "*" +groups = ["main", "cuda"] files = [ {file = "triton-3.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b0dd10a925263abbe9fa37dcde67a5e9b2383fc269fdf59f5657cac38c5d1d8"}, {file = "triton-3.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f34f6e7885d1bf0eaaf7ba875a5f0ce6f3c13ba98f9503651c1e6dc6757ed5c"}, @@ -4133,10 +4302,12 @@ version = "4.12.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" +groups = ["main", "cuda", "frontend"] files = [ {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, ] +markers = {frontend = "python_version < \"3.11\""} [[package]] name = "urllib3" @@ -4144,6 +4315,7 @@ version = "2.3.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" +groups = ["main", "cuda", "frontend"] files = [ {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"}, {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"}, @@ -4161,6 +4333,7 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -4177,6 +4350,7 @@ version = "3.1.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.9" +groups = ["main", "cuda"] files = [ {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, @@ -4194,6 +4368,7 @@ version = "0.5" description = "A tool to programmatically control windows inside X" optional = false python-versions = ">=2.7" +groups = ["dev"] files = [ {file = "wmctrl-0.5-py2.py3-none-any.whl", hash = "sha256:ae695c1863a314c899e7cf113f07c0da02a394b968c4772e1936219d9234ddd7"}, {file = "wmctrl-0.5.tar.gz", hash = "sha256:7839a36b6fe9e2d6fd22304e5dc372dbced2116ba41283ea938b2da57f53e962"}, @@ -4211,6 +4386,7 @@ version = "1.2.0" description = "WebSockets state-machine based protocol implementation" optional = false python-versions = ">=3.7.0" +groups = ["cuda"] files = [ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, @@ -4225,6 +4401,7 @@ version = "0.0.29.post1" description = "XFormers: A collection of composable Transformer building blocks." optional = false python-versions = ">=3.9" +groups = ["cuda"] files = [ {file = "xformers-0.0.29.post1-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:e213ff8123e20602bd486739ffee4013338b02f9d2e0e4635a2912750854fdbe"}, {file = "xformers-0.0.29.post1-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:a0e9e333856f6cd0eb4293cd107014c98ad74464a9706416f0232520699e1e71"}, @@ -4243,6 +4420,7 @@ version = "0.43.0" description = "A formatter for Python code" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "yapf-0.43.0-py3-none-any.whl", hash = "sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca"}, {file = "yapf-0.43.0.tar.gz", hash = "sha256:00d3aa24bfedff9420b2e0d5d9f5ab6d9d4268e72afbf59bb3fa542781d5218e"}, @@ -4258,6 +4436,7 @@ version = "1.18.3" description = "Yet another URL library" optional = false python-versions = ">=3.9" +groups = ["frontend"] files = [ {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"}, {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"}, @@ -4354,6 +4533,7 @@ version = "3.21.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" +groups = ["cuda"] files = [ {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"}, {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"}, @@ -4373,6 +4553,7 @@ version = "0.23.0" description = "Zstandard bindings for Python" optional = false python-versions = ">=3.8" +groups = ["main"] files = [ {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"}, {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"}, @@ -4480,6 +4661,6 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\ cffi = ["cffi (>=1.11)"] [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = ">=3.10,<3.13" -content-hash = "a70372d6a00618deb303cc8ee04c52a69bbdca91a23bed38610f96fd1bdd45b9" +content-hash = "bd4243d73388d88b15d55cb12f21070517448b4b49dffd1ee98109e62eb3e777" diff --git a/pyproject.toml b/pyproject.toml index fb0e620..e1dd2a3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -26,6 +26,7 @@ hqq = "^0.2.2" optimum-quanto = "^0.2.6" basicsr = "^1.4.2" realesrgan = "^0.3.0" +click = "^8.1.8" [tool.poetry.group.frontend] optional = true diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index a6eadbb..9f29b26 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -14,7 +14,7 @@ from contextlib import AsyncExitStack from contextlib import asynccontextmanager as acm from leap.cleos import CLEOS -from leap.sugar import Name, asset_from_str, collect_stdout +from leap.protocol import Name, Asset from leap.hyperion import HyperionAPI from telebot.types import InputMediaPhoto @@ -29,6 +29,224 @@ from . import * from .utils import * from .handlers import create_handler_context +gpu_abi = { + "version": "eosio::abi/1.2", + "types": [], + "structs": [ + { + "name": "account", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "balance", "type": "asset"}, + {"name": "nonce", "type": "uint64"} + ] + }, + { + "name": "card", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "owner", "type": "name"}, + {"name": "card_name", "type": "string"}, + {"name": "version", "type": "string"}, + {"name": "total_memory", "type": "uint64"}, + {"name": "mp_count", "type": "uint32"}, + {"name": "extra", "type": "string"} + ] + }, + { + "name": "clean", + "base": "", + "fields": [] + }, + { + "name": "config", + "base": "", + "fields": [ + {"name": "token_contract", "type": "name"}, + {"name": "token_symbol", "type": "symbol"} + ] + }, + { + "name": "dequeue", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "request_id", "type": "uint64"} + ] + }, + { + "name": "enqueue", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "request_body", "type": "string"}, + {"name": "binary_data", "type": "string"}, + {"name": "reward", "type": "asset"}, + {"name": "min_verification", "type": "uint32"} + ] + }, + { + "name": "gcfgstruct", + "base": "", + "fields": [ + {"name": "token_contract", "type": "name"}, + {"name": "token_symbol", "type": "symbol"} + ] + }, + { + "name": "submit", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "request_hash", "type": "checksum256"}, + {"name": "result_hash", "type": "checksum256"}, + {"name": "ipfs_hash", "type": "string"} + ] + }, + { + "name": "withdraw", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "quantity", "type": "asset"} + ] + }, + { + "name": "work_request_struct", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "user", "type": "name"}, + {"name": "reward", "type": "asset"}, + {"name": "min_verification", "type": "uint32"}, + {"name": "nonce", "type": "uint64"}, + {"name": "body", "type": "string"}, + {"name": "binary_data", "type": "string"}, + {"name": "timestamp", "type": "time_point_sec"} + ] + }, + { + "name": "work_result_struct", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "request_id", "type": "uint64"}, + {"name": "user", "type": "name"}, + {"name": "worker", "type": "name"}, + {"name": "result_hash", "type": "checksum256"}, + {"name": "ipfs_hash", "type": "string"}, + {"name": "submited", "type": "time_point_sec"} + ] + }, + { + "name": "workbegin", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "max_workers", "type": "uint32"} + ] + }, + { + "name": "workcancel", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "reason", "type": "string"} + ] + }, + { + "name": "worker", + "base": "", + "fields": [ + {"name": "account", "type": "name"}, + {"name": "joined", "type": "time_point_sec"}, + {"name": "left", "type": "time_point_sec"}, + {"name": "url", "type": "string"} + ] + }, + { + "name": "worker_status_struct", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "status", "type": "string"}, + {"name": "started", "type": "time_point_sec"} + ] + } + ], + "actions": [ + {"name": "clean", "type": "clean", "ricardian_contract": ""}, + {"name": "config", "type": "config", "ricardian_contract": ""}, + {"name": "dequeue", "type": "dequeue", "ricardian_contract": ""}, + {"name": "enqueue", "type": "enqueue", "ricardian_contract": ""}, + {"name": "submit", "type": "submit", "ricardian_contract": ""}, + {"name": "withdraw", "type": "withdraw", "ricardian_contract": ""}, + {"name": "workbegin", "type": "workbegin", "ricardian_contract": ""}, + {"name": "workcancel", "type": "workcancel", "ricardian_contract": ""} + ], + "tables": [ + { + "name": "cards", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "card" + }, + { + "name": "gcfgstruct", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "gcfgstruct" + }, + { + "name": "queue", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "work_request_struct" + }, + { + "name": "results", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "work_result_struct" + }, + { + "name": "status", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "worker_status_struct" + }, + { + "name": "users", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "account" + }, + { + "name": "workers", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "worker" + } + ], + "ricardian_clauses": [], + "error_messages": [], + "abi_extensions": [], + "variants": [], + "action_results": [] +} + class SkynetTelegramFrontend: @@ -43,7 +261,6 @@ class SkynetTelegramFrontend: db_user: str, db_pass: str, ipfs_node: str, - remote_ipfs_node: str | None, key: str, explorer_domain: str, ipfs_domain: str @@ -56,22 +273,19 @@ class SkynetTelegramFrontend: self.db_host = db_host self.db_user = db_user self.db_pass = db_pass - self.remote_ipfs_node = remote_ipfs_node self.key = key self.explorer_domain = explorer_domain self.ipfs_domain = ipfs_domain self.bot = AsyncTeleBot(token, exception_handler=SKYExceptionHandler) - self.cleos = CLEOS(None, None, url=node_url, remote=node_url) + self.cleos = CLEOS(endpoint=node_url) + self.cleos.load_abi('gpu.scd', gpu_abi) self.hyperion = HyperionAPI(hyperion_url) self.ipfs_node = AsyncIPFSHTTP(ipfs_node) self._async_exit_stack = AsyncExitStack() async def start(self): - if self.remote_ipfs_node: - await self.ipfs_node.connect(self.remote_ipfs_node) - self.db_call = await self._async_exit_stack.enter_async_context( open_database_connection( self.db_user, self.db_pass, self.db_host)) @@ -145,13 +359,13 @@ class SkynetTelegramFrontend: res = await self.cleos.a_push_action( 'gpu.scd', 'enqueue', - { + list({ 'user': Name(self.account), 'request_body': body, - 'binary_data': inputs.joint(','), - 'reward': asset_from_str(reward), + 'binary_data': ','.join(inputs), + 'reward': Asset.from_str(reward), 'min_verification': 1 - }, + }.values()), self.account, self.key, permission=self.permission ) @@ -176,12 +390,12 @@ class SkynetTelegramFrontend: parse_mode='HTML' ) - out = collect_stdout(res) + out = res['processed']['action_traces'][0]['console'] request_id, nonce = out.split(':') request_hash = sha256( - (nonce + body + inputs.join(',')).encode('utf-8')).hexdigest().upper() + (nonce + body + ','.join(inputs)).encode('utf-8')).hexdigest().upper() request_id = int(request_id) @@ -189,7 +403,7 @@ class SkynetTelegramFrontend: tx_hash = None ipfs_hash = None - for i in range(60): + for i in range(60 * 3): try: submits = await self.hyperion.aget_actions( account=self.account, @@ -243,10 +457,10 @@ class SkynetTelegramFrontend: # attempt to get the image and send it ipfs_link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' - res = await get_ipfs_file(link) - logging.info(f'got response from {link}') + res = await get_ipfs_file(ipfs_link) + logging.info(f'got response from {ipfs_link}') if not res or res.status_code != 200: - logging.warning(f'couldn\'t get ipfs binary data at {link}!') + logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!') else: try: @@ -262,7 +476,7 @@ class SkynetTelegramFrontend: png_img = tmp_buf.getvalue() except UnidentifiedImageError: - logging.warning(f'couldn\'t get ipfs binary data at {link}!') + logging.warning(f'couldn\'t get ipfs binary data at {ipfs_link}!') if not png_img: await self.update_status_message( diff --git a/skynet/frontend/telegram/handlers.py b/skynet/frontend/telegram/handlers.py index 63abe60..6a1eb20 100644 --- a/skynet/frontend/telegram/handlers.py +++ b/skynet/frontend/telegram/handlers.py @@ -254,7 +254,7 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): success = await work_request( user, status_msg, 'img2img', params, file_id=file_id, - binary_data=ipfs_hash + inputs=ipfs_hash ) if success: @@ -320,7 +320,7 @@ def create_handler_context(frontend: 'SkynetTelegramFrontend'): success = await work_request( user, status_msg, 'redo', params, file_id=file_id, - binary_data=binary + inputs=binary ) if success: diff --git a/skynet/frontend/telegram/utils.py b/skynet/frontend/telegram/utils.py index f438623..9d6f927 100644 --- a/skynet/frontend/telegram/utils.py +++ b/skynet/frontend/telegram/utils.py @@ -72,7 +72,7 @@ def generate_reply_caption( ): explorer_link = hlink( 'SKYNET Transaction Explorer', - f'https://explorer.{explorer_domain}/v2/explore/transaction/{tx_hash}' + f'https://{explorer_domain}/v2/explore/transaction/{tx_hash}' ) meta_info = prepare_metainfo_caption(tguser, worker, reward, params) diff --git a/skynet/ipfs/__init__.py b/skynet/ipfs/__init__.py index 2f18253..812104c 100644 --- a/skynet/ipfs/__init__.py +++ b/skynet/ipfs/__init__.py @@ -55,7 +55,7 @@ class AsyncIPFSHTTP: ))['Peers'] -async def get_ipfs_file(ipfs_link: str, timeout: int = 60): +async def get_ipfs_file(ipfs_link: str, timeout: int = 60 * 5): logging.info(f'attempting to get image at {ipfs_link}') resp = None for i in range(timeout): diff --git a/skynet/ipfs/pinner.py b/skynet/ipfs/pinner.py index 1db06fe..0cc2836 100644 --- a/skynet/ipfs/pinner.py +++ b/skynet/ipfs/pinner.py @@ -55,9 +55,9 @@ class SkynetPinner: cids = [] for action in enqueues['actions']: - cid = action['act']['data']['binary_data'] - if cid and not self.is_pinned(cid): - cids.append(cid) + for cid in action['act']['data']['binary_data'].split(','): + if cid and not self.is_pinned(cid): + cids.append(cid) return cids From 656693e719833628e1154bae1f111bedd4f36c92 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 18 Jan 2025 15:14:57 -0300 Subject: [PATCH 20/61] Add httpx error to failable handler --- poetry.lock | 202 +---------------------------------------- pyproject.toml | 12 +-- skynet/dgpu/network.py | 4 +- 3 files changed, 14 insertions(+), 204 deletions(-) diff --git a/poetry.lock b/poetry.lock index 75ad415..c37335a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. [[package]] name = "absl-py" @@ -6,7 +6,6 @@ version = "2.1.0" description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "absl-py-2.1.0.tar.gz", hash = "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"}, {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"}, @@ -18,7 +17,6 @@ version = "0.34.0" description = "Accelerate" optional = false python-versions = ">=3.8.0" -groups = ["main", "cuda"] files = [ {file = "accelerate-0.34.0-py3-none-any.whl", hash = "sha256:0161fd3f975dd99b5cdb967bb6942bc986d9da466397742008a73290dcb73408"}, {file = "accelerate-0.34.0.tar.gz", hash = "sha256:437a93f0cb15a7768483833975b5c781f61e31a203439948f1c6b0217e1f74d5"}, @@ -50,7 +48,6 @@ version = "2.4.0" description = "Addict is a dictionary whose items can be set using both attribute and item syntax." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "addict-2.4.0-py3-none-any.whl", hash = "sha256:249bb56bbfd3cdc2a004ea0ff4c2b6ddc84d53bc2194761636eb314d5cfa5dfc"}, {file = "addict-2.4.0.tar.gz", hash = "sha256:b3b2210e0e067a281f5646c8c5db92e99b7231ea8b0eb5f74dbdf9e259d4e494"}, @@ -62,7 +59,6 @@ version = "24.1.0" description = "File support for asyncio." optional = false python-versions = ">=3.8" -groups = ["cuda"] files = [ {file = "aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5"}, {file = "aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c"}, @@ -74,7 +70,6 @@ version = "2.4.4" description = "Happy Eyeballs for asyncio" optional = false python-versions = ">=3.8" -groups = ["frontend"] files = [ {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"}, {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"}, @@ -86,7 +81,6 @@ version = "3.11.11" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.9" -groups = ["frontend"] files = [ {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"}, {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"}, @@ -185,7 +179,6 @@ version = "0.24.0" description = "Generic async RPC implementation, including JSON-RPC" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "aiorpcX-0.24.0-py3-none-any.whl", hash = "sha256:aaec0dabceb5468284f4aaedbd1e99ad7234fcbbfbc69a3ebf4dc3892d7283b8"}, {file = "aiorpcx-0.24.0.tar.gz", hash = "sha256:2302d827796d52aa87a457e204a59c6e5bb307792cd31379a9c85f6494a4a59a"}, @@ -200,7 +193,6 @@ version = "1.3.2" description = "aiosignal: a list of registered asynchronous callbacks" optional = false python-versions = ">=3.9" -groups = ["frontend"] files = [ {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"}, {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"}, @@ -215,7 +207,6 @@ version = "3.7.1" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"}, {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"}, @@ -237,7 +228,6 @@ version = "3.0.0" description = "asks - async http" optional = false python-versions = ">= 3.6.2" -groups = ["main"] files = [ {file = "asks-3.0.0.tar.gz", hash = "sha256:e4d61dc8362594c81cfe0198eee9f3a208eef1c0023355d711566a6dcf65e986"}, ] @@ -253,7 +243,6 @@ version = "1.10" description = "Async generators and context managers for Python 3.5+" optional = false python-versions = ">=3.5" -groups = ["main"] files = [ {file = "async_generator-1.10-py3-none-any.whl", hash = "sha256:01c7bf666359b4967d2cda0000cc2e4af16a0ae098cbffcb8472fb9e8ad6585b"}, {file = "async_generator-1.10.tar.gz", hash = "sha256:6ebb3d106c12920aaae42ccb6f787ef5eefdcdd166ea3d628fa8476abe712144"}, @@ -265,8 +254,6 @@ version = "5.0.1" description = "Timeout context manager for asyncio programs" optional = false python-versions = ">=3.8" -groups = ["frontend"] -markers = "python_version < \"3.11.0\"" files = [ {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"}, {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"}, @@ -278,7 +265,6 @@ version = "0.30.0" description = "An asyncio PostgreSQL driver" optional = false python-versions = ">=3.8.0" -groups = ["frontend"] files = [ {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"}, {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"}, @@ -345,7 +331,6 @@ version = "24.3.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.8" -groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"}, {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"}, @@ -365,7 +350,6 @@ version = "2.1.1" description = "Base58 and Base58Check implementation." optional = false python-versions = ">=3.5" -groups = ["main"] files = [ {file = "base58-2.1.1-py3-none-any.whl", hash = "sha256:11a36f4d3ce51dfc1043f3218591ac4eb1ceb172919cebe05b52a5bcc8d245c2"}, {file = "base58-2.1.1.tar.gz", hash = "sha256:c5d0cb3f5b6e81e8e35da5754388ddcc6d0d14b6c6a132cb93d69ed580a7278c"}, @@ -380,7 +364,6 @@ version = "1.4.2" description = "Open Source Image and Video Super-Resolution Toolbox" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "basicsr-1.4.2.tar.gz", hash = "sha256:b89b595a87ef964cda9913b4d99380ddb6554c965577c0c10cb7b78e31301e87"}, ] @@ -408,7 +391,6 @@ version = "0.45.0" description = "k-bit optimizers and matrix multiplication routines." optional = false python-versions = "*" -groups = ["main"] files = [ {file = "bitsandbytes-0.45.0-py3-none-manylinux_2_24_x86_64.whl", hash = "sha256:0f0323de1ff1fdf8383e79bdad1283516a4c05a6fd2b44a363bf4e059422305b"}, {file = "bitsandbytes-0.45.0-py3-none-win_amd64.whl", hash = "sha256:ebbf96e0ecb466716a65ecdeaef3fa1983575447b9ab66b74e5211892507c6ff"}, @@ -429,7 +411,6 @@ version = "1.9.0" description = "Fast, simple object-to-object and broadcast signaling" optional = false python-versions = ">=3.9" -groups = ["cuda"] files = [ {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"}, {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"}, @@ -441,7 +422,6 @@ version = "2024.12.14" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" -groups = ["main", "cuda", "frontend"] files = [ {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"}, {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"}, @@ -453,7 +433,6 @@ version = "1.17.1" description = "Foreign Function Interface for Python calling C code." optional = false python-versions = ">=3.8" -groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"}, {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"}, @@ -523,7 +502,6 @@ files = [ {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"}, {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"}, ] -markers = {main = "os_name == \"nt\" and implementation_name != \"pypy\" or platform_python_implementation == \"PyPy\"", cuda = "os_name == \"nt\" and implementation_name != \"pypy\"", dev = "os_name == \"nt\" and implementation_name != \"pypy\"", frontend = "os_name == \"nt\" and implementation_name != \"pypy\""} [package.dependencies] pycparser = "*" @@ -534,7 +512,6 @@ version = "3.4.1" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." optional = false python-versions = ">=3.7" -groups = ["main", "cuda", "frontend"] files = [ {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"}, {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"}, @@ -636,7 +613,6 @@ version = "8.1.8" description = "Composable command line interface toolkit" optional = false python-versions = ">=3.7" -groups = ["main", "cuda"] files = [ {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"}, {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"}, @@ -651,12 +627,10 @@ version = "0.4.6" description = "Cross-platform colored terminal text." optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" -groups = ["main", "cuda", "dev"] files = [ {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, ] -markers = {main = "platform_system == \"Windows\"", cuda = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""} [[package]] name = "contourpy" @@ -664,7 +638,6 @@ version = "1.3.1" description = "Python library for calculating contours of 2D quadrilateral grids" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"}, {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"}, @@ -738,7 +711,6 @@ version = "2.0.9" description = "Python Crypto Coin Tools" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "cryptos-2.0.9.tar.gz", hash = "sha256:3465f37ff22fad3903394ed1dafa0d712472a2ab2e9bc1f13a31886ffc7df343"}, ] @@ -759,7 +731,6 @@ version = "0.12.1" description = "Composable style cycles" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"}, {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"}, @@ -775,7 +746,6 @@ version = "0.32.1" description = "State-of-the-art diffusion in PyTorch and JAX." optional = false python-versions = ">=3.8.0" -groups = ["cuda"] files = [ {file = "diffusers-0.32.1-py3-none-any.whl", hash = "sha256:ab2ed6efe9dd2364db55b94fae453ff149dc06693ec99702cadfbeeaaa00c9c1"}, {file = "diffusers-0.32.1.tar.gz", hash = "sha256:d48c19a4bce612d225f857e2e5d4f6ee003b88234af46b44c20119ee23f1568c"}, @@ -806,7 +776,6 @@ version = "2.4.0" description = "A Python wrapper for the Discord API" optional = false python-versions = ">=3.8" -groups = ["frontend"] files = [ {file = "discord.py-2.4.0-py3-none-any.whl", hash = "sha256:b8af6711c70f7e62160bfbecb55be699b5cb69d007426759ab8ab06b1bd77d1d"}, {file = "discord_py-2.4.0.tar.gz", hash = "sha256:d07cb2a223a185873a1d0ee78b9faa9597e45b3f6186df21a95cec1e9bcdc9a5"}, @@ -821,25 +790,12 @@ speed = ["Brotli", "aiodns (>=1.1)", "cchardet (==2.1.7)", "orjson (>=3.5.4)"] test = ["coverage[toml]", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "typing-extensions (>=4.3,<5)", "tzdata"] voice = ["PyNaCl (>=1.3.0,<1.6)"] -[[package]] -name = "diskcache" -version = "5.6.3" -description = "Disk Cache -- Disk and file backed persistent cache." -optional = false -python-versions = ">=3" -groups = ["main"] -files = [ - {file = "diskcache-5.6.3-py3-none-any.whl", hash = "sha256:5e31b2d5fbad117cc363ebaf6b689474db18a1f6438bc82358b024abd4c2ca19"}, - {file = "diskcache-5.6.3.tar.gz", hash = "sha256:2c3a3fa2743d8535d832ec61c2054a1641f41775aa7c556758a109941e33e4fc"}, -] - [[package]] name = "docker" version = "6.1.3" description = "A Python library for the Docker Engine API." optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "docker-6.1.3-py3-none-any.whl", hash = "sha256:aecd2277b8bf8e506e484f6ab7aec39abe0038e29fa4a6d3ba86c3fe01844ed9"}, {file = "docker-6.1.3.tar.gz", hash = "sha256:aa6d17830045ba5ef0168d5eaa34d37beeb113948c413affe1d5991fc11f9a20"}, @@ -861,7 +817,6 @@ version = "0.8.0" description = "A new flavour of deep learning operations" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "einops-0.8.0-py3-none-any.whl", hash = "sha256:9572fb63046264a862693b0a87088af3bdc8c068fde03de63453cbbde245465f"}, {file = "einops-0.8.0.tar.gz", hash = "sha256:63486517fed345712a8385c100cb279108d9d47e6ae59099b07657e983deae85"}, @@ -873,12 +828,10 @@ version = "1.2.2" description = "Backport of PEP 654 (exception groups)" optional = false python-versions = ">=3.7" -groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"}, {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"}, ] -markers = {main = "python_version < \"3.11\"", dev = "python_version < \"3.11\"", frontend = "python_version < \"3.11\""} [package.extras] test = ["pytest (>=6)"] @@ -889,7 +842,6 @@ version = "0.3.0" description = "Basic face library" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "facexlib-0.3.0-py3-none-any.whl", hash = "sha256:245d58861537b820c616e8b3ef618ccfad2a24724a2d74be2b0542643c01a878"}, {file = "facexlib-0.3.0.tar.gz", hash = "sha256:7ae784a520eb52e05583e8bf9f68f77f45083239ac754d646d635017b49e7763"}, @@ -912,7 +864,6 @@ version = "0.9.1" description = "colorful TAB completion for Python prompt" optional = false python-versions = "*" -groups = ["dev"] files = [ {file = "fancycompleter-0.9.1-py3-none-any.whl", hash = "sha256:dd076bca7d9d524cc7f25ec8f35ef95388ffef9ef46def4d3d25e9b044ad7080"}, {file = "fancycompleter-0.9.1.tar.gz", hash = "sha256:09e0feb8ae242abdfd7ef2ba55069a46f011814a80fe5476be48f51b00247272"}, @@ -928,7 +879,6 @@ version = "3.16.1" description = "A platform independent file lock." optional = false python-versions = ">=3.8" -groups = ["main", "cuda"] files = [ {file = "filelock-3.16.1-py3-none-any.whl", hash = "sha256:2082e5703d51fbf98ea75855d9d5527e33d8ff23099bec374a134febee6946b0"}, {file = "filelock-3.16.1.tar.gz", hash = "sha256:c249fbfcd5db47e5e2d6d62198e565475ee65e4831e2561c8e313fa7eb961435"}, @@ -945,7 +895,6 @@ version = "1.4.5" description = "Kalman filtering and optimal estimation library" optional = false python-versions = "*" -groups = ["main"] files = [ {file = "filterpy-1.4.5.zip", hash = "sha256:4f2a4d39e4ea601b9ab42b2db08b5918a9538c168cff1c6895ae26646f3d73b1"}, ] @@ -961,7 +910,6 @@ version = "3.1.0" description = "A simple framework for building complex web applications." optional = false python-versions = ">=3.9" -groups = ["cuda"] files = [ {file = "flask-3.1.0-py3-none-any.whl", hash = "sha256:d667207822eb83f1c4b50949b1623c8fc8d51f2341d65f72e1a1815397551136"}, {file = "flask-3.1.0.tar.gz", hash = "sha256:5f873c5184c897c8d9d1b05df1e3d01b14910ce69607a117bd3277098a5836ac"}, @@ -984,7 +932,6 @@ version = "4.55.3" description = "Tools to manipulate font files" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = 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hash = "sha256:21618b06ce8ea6230448cb526b012004f23a9ab956b55c833f69b9fc8a60c4f9"}, @@ -1238,7 +1181,6 @@ version = "0.14.0" description = "Read and write ML models in GGUF for GGML" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "gguf-0.14.0-py3-none-any.whl", hash = "sha256:d279b33cd743d6211c09d96f0797eb36652c0d9d90844f8986a7c25e445906c4"}, {file = "gguf-0.14.0.tar.gz", hash = "sha256:d9996f197a777831cf9e01efac24cbfa817787375305b8c4ee16074778e2bce8"}, @@ -1256,7 +1198,6 @@ version = "3.1.1" description = "Lightweight in-process concurrent programming" optional = false python-versions = ">=3.7" -groups = ["frontend"] files = [ {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"}, {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"}, @@ -1343,7 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decoding invisible image watermarks" optional = false python-versions = ">=3.6" -groups = ["cuda"] files = [ {file = "invisible_watermark-0.2.0-py3-none-any.whl", hash = "sha256:644311beed9cfe4a9a5a4a46c740f47800cef184fe2e1297f3f4542e2d992f8b"}, ] @@ -1695,7 +1621,6 @@ version = "2.2.0" description = "Safely pass data to untrusted environments and back." optional = false python-versions = ">=3.8" -groups = ["cuda"] files = [ {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"}, {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"}, @@ -1707,7 +1632,6 @@ version = "2.0.0" description = "Mixed sync-async queue to interoperate between asyncio tasks and classic threads" optional = false python-versions = ">=3.9" -groups = ["main"] files = [ {file = "janus-2.0.0-py3-none-any.whl", hash = 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@@ version = "3.0.2" description = "Safely add untrusted strings to HTML/XML markup." optional = false python-versions = ">=3.9" -groups = ["main", "cuda"] files = [ {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"}, {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"}, @@ -2007,7 +1924,6 @@ version = "3.10.0" description = "Python plotting package" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "matplotlib-3.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2c5829a5a1dd5a71f0e31e6e8bb449bc0ee9dbfb05ad28fc0c6b55101b3a4be6"}, {file = "matplotlib-3.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a2a43cbefe22d653ab34bb55d42384ed30f611bcbdea1f8d7f431011a2e1c62e"}, @@ -2065,7 +1981,6 @@ version = "1.3.0" description = "Python library for 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version = "2025.1.10" description = "Read and write TIFF files" optional = false python-versions = ">=3.10" -groups = ["main"] files = [ {file = "tifffile-2025.1.10-py3-none-any.whl", hash = "sha256:ed24cf4c99fb13b4f5fb29f8a0d5605e60558c950bccbdca2a6470732a27cfb3"}, {file = "tifffile-2025.1.10.tar.gz", hash = "sha256:baaf0a3b87bf7ec375fa1537503353f70497eabe1bdde590f2e41cc0346e612f"}, @@ -3956,7 +3788,6 @@ version = "0.21.0" description = "" optional = false python-versions = ">=3.7" -groups = ["main", "cuda"] files = [ {file = "tokenizers-0.21.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3c4c93eae637e7d2aaae3d376f06085164e1660f89304c0ab2b1d08a406636b2"}, {file = "tokenizers-0.21.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:f53ea537c925422a2e0e92a24cce96f6bc5046bbef24a1652a5edc8ba975f62e"}, @@ -3989,7 +3820,6 @@ version = "0.10.2" description = "Python Library for Tom's Obvious, Minimal Language" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" -groups = ["main"] files = [ {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"}, {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"}, @@ -4001,8 +3831,6 @@ version = "2.2.1" description = "A lil' TOML parser" optional = false python-versions = ">=3.8" -groups = ["main", "cuda", "dev"] -markers = "python_version < \"3.11\"" files = [ {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"}, {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"}, @@ -4044,7 +3872,6 @@ version = "2.5.1+cu121" description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration" optional = false python-versions = ">=3.8.0" -groups = ["main", "cuda"] files = [ {file = "torch-2.5.1+cu121-cp310-cp310-linux_x86_64.whl", hash = "sha256:92af92c569de5da937dd1afb45ecfdd598ec1254cf2e49e3d698cb24d71aae14"}, {file = "torch-2.5.1+cu121-cp310-cp310-win_amd64.whl", hash = "sha256:9b22d6d98aa56f9317902dec0e066814a6edba1aada90110ceea2bb0678df22f"}, @@ -4093,7 +3920,6 @@ version = "0.20.1+cu121" description = "image and video datasets and models for torch deep learning" optional = false python-versions = ">=3.8" -groups = ["main", "cuda"] files = [ {file = "torchvision-0.20.1+cu121-cp310-cp310-linux_x86_64.whl", hash = "sha256:304937b82c933d5155bd04d771f4b187273f67a76050bb4276b521f7e9b4c4e7"}, {file = "torchvision-0.20.1+cu121-cp310-cp310-win_amd64.whl", hash = "sha256:4cb1e44c1f7a4992f6d38a15633a1e694c093f1c52f3a036b1a719968031507a"}, @@ -4125,7 +3951,6 @@ version = "4.67.1" description = "Fast, Extensible Progress Meter" optional = false python-versions = ">=3.7" -groups = ["main", "cuda"] files = [ {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"}, {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"}, @@ -4147,7 +3972,6 @@ version = "4.48.0" description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow" optional = false python-versions = ">=3.9.0" -groups = ["main", "cuda"] files = [ {file = "transformers-4.48.0-py3-none-any.whl", hash = "sha256:6d3de6d71cb5f2a10f9775ccc17abce9620195caaf32ec96542bd2a6937f25b0"}, {file = "transformers-4.48.0.tar.gz", hash = "sha256:03fdfcbfb8b0367fb6c9fbe9d1c9aa54dfd847618be9b52400b2811d22799cb1"}, @@ -4217,7 +4041,6 @@ version = "0.22.2" description = "A friendly Python library for async concurrency and I/O" optional = false python-versions = ">=3.7" -groups = ["main", "cuda", "dev", "frontend"] files = [ {file = "trio-0.22.2-py3-none-any.whl", hash = "sha256:f43da357620e5872b3d940a2e3589aa251fd3f881b65a608d742e00809b1ec38"}, {file = "trio-0.22.2.tar.gz", hash = "sha256:3887cf18c8bcc894433420305468388dac76932e9668afa1c49aa3806b6accb3"}, @@ -4238,7 +4061,6 @@ version = "0.15.0" description = "A re-implementation of the asyncio mainloop on top of Trio" optional = false python-versions = ">=3.8" -groups = ["frontend"] files = [ {file = "trio_asyncio-0.15.0-py3-none-any.whl", hash = "sha256:7dad5a5edcc7c90c5b80b777dcaef11c22668ce7ddc374633068c2b35d683d62"}, {file = "trio_asyncio-0.15.0.tar.gz", hash = "sha256:061e31a71fb039d5074f064ec868dc0e6759e6cca33bf3080733a20ee9667781"}, @@ -4257,7 +4079,6 @@ version = "0.6.0" description = "PostgreSQL client for Trio based on asyncpg" optional = false python-versions = ">=3.6" -groups = ["frontend"] files = [ {file = "triopg-0.6.0-py3-none-any.whl", hash = "sha256:a65147183c0992d0902f6acdeb2b177bb23efbff1ca971ee4f480d02c9cd5442"}, {file = "triopg-0.6.0.tar.gz", hash = "sha256:ead3505aa702da02e4ec78710385cfa3c216747279d0ab4e6c37fff4236ff162"}, @@ -4274,7 +4095,6 @@ version = "3.1.0" description = "A language and compiler for custom Deep Learning operations" optional = false python-versions = "*" -groups = ["main", "cuda"] files = [ {file = "triton-3.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b0dd10a925263abbe9fa37dcde67a5e9b2383fc269fdf59f5657cac38c5d1d8"}, {file = "triton-3.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f34f6e7885d1bf0eaaf7ba875a5f0ce6f3c13ba98f9503651c1e6dc6757ed5c"}, @@ -4302,12 +4122,10 @@ version = "4.12.2" description = "Backported and Experimental Type Hints for Python 3.8+" optional = false python-versions = ">=3.8" -groups = ["main", "cuda", "frontend"] files = [ {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, ] -markers = {frontend = "python_version < \"3.11\""} [[package]] name = "urllib3" @@ -4315,7 +4133,6 @@ version = "2.3.0" description = "HTTP library with thread-safe connection pooling, file post, and more." optional = false python-versions = ">=3.9" -groups = ["main", "cuda", "frontend"] files = [ {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"}, {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"}, @@ -4333,7 +4150,6 @@ version = "1.8.0" description = "WebSocket client for Python with low level API options" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"}, {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"}, @@ -4350,7 +4166,6 @@ version = "3.1.3" description = "The comprehensive WSGI web application library." optional = false python-versions = ">=3.9" -groups = ["main", "cuda"] files = [ {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, @@ -4368,7 +4183,6 @@ version = "0.5" description = "A tool to programmatically control windows inside X" optional = false python-versions = ">=2.7" -groups = ["dev"] files = [ {file = "wmctrl-0.5-py2.py3-none-any.whl", hash = "sha256:ae695c1863a314c899e7cf113f07c0da02a394b968c4772e1936219d9234ddd7"}, {file = "wmctrl-0.5.tar.gz", hash = "sha256:7839a36b6fe9e2d6fd22304e5dc372dbced2116ba41283ea938b2da57f53e962"}, @@ -4386,7 +4200,6 @@ version = "1.2.0" description = "WebSockets state-machine based protocol implementation" optional = false python-versions = ">=3.7.0" -groups = ["cuda"] files = [ {file = "wsproto-1.2.0-py3-none-any.whl", hash = "sha256:b9acddd652b585d75b20477888c56642fdade28bdfd3579aa24a4d2c037dd736"}, {file = "wsproto-1.2.0.tar.gz", hash = "sha256:ad565f26ecb92588a3e43bc3d96164de84cd9902482b130d0ddbaa9664a85065"}, @@ -4401,7 +4214,6 @@ version = "0.0.29.post1" description = "XFormers: A collection of composable Transformer building blocks." optional = false python-versions = ">=3.9" -groups = ["cuda"] files = [ {file = "xformers-0.0.29.post1-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:e213ff8123e20602bd486739ffee4013338b02f9d2e0e4635a2912750854fdbe"}, {file = "xformers-0.0.29.post1-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:a0e9e333856f6cd0eb4293cd107014c98ad74464a9706416f0232520699e1e71"}, @@ -4420,7 +4232,6 @@ version = "0.43.0" description = "A formatter for Python code" optional = false python-versions = ">=3.7" -groups = ["main"] files = [ {file = "yapf-0.43.0-py3-none-any.whl", hash = "sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca"}, {file = "yapf-0.43.0.tar.gz", hash = "sha256:00d3aa24bfedff9420b2e0d5d9f5ab6d9d4268e72afbf59bb3fa542781d5218e"}, @@ -4436,7 +4247,6 @@ version = "1.18.3" description = "Yet another URL library" optional = false python-versions = ">=3.9" -groups = ["frontend"] files = [ {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"}, {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"}, @@ -4533,7 +4343,6 @@ version = "3.21.0" description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" -groups = ["cuda"] files = [ {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"}, {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"}, @@ -4553,7 +4362,6 @@ version = "0.23.0" description = "Zstandard bindings for Python" optional = false python-versions = ">=3.8" -groups = ["main"] files = [ {file = "zstandard-0.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bf0a05b6059c0528477fba9054d09179beb63744355cab9f38059548fedd46a9"}, {file = "zstandard-0.23.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc9ca1c9718cb3b06634c7c8dec57d24e9438b2aa9a0f02b8bb36bf478538880"}, @@ -4661,6 +4469,6 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\ cffi = ["cffi (>=1.11)"] [metadata] -lock-version = "2.1" +lock-version = "2.0" python-versions = ">=3.10,<3.13" -content-hash = "bd4243d73388d88b15d55cb12f21070517448b4b49dffd1ee98109e62eb3e777" +content-hash = "39cc139450cc956b48afc9471ef188e898c06a811235be81b22c3ecbe54c89cb" diff --git a/pyproject.toml b/pyproject.toml index e1dd2a3..9792697 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,13 +20,8 @@ numpy = "<2.1" gguf = "^0.14.0" protobuf = "^5.29.3" zstandard = "^0.23.0" -diskcache = "^5.6.3" -bitsandbytes = "^0.45.0" -hqq = "^0.2.2" -optimum-quanto = "^0.2.6" -basicsr = "^1.4.2" -realesrgan = "^0.3.0" click = "^8.1.8" +httpx = "^0.28.1" [tool.poetry.group.frontend] optional = true @@ -64,6 +59,11 @@ accelerate = {version = '0.34.0'} transformers = {version = '4.48.0'} huggingface-hub = {version = '^0.27.1'} invisible-watermark = {version = '^0.2.0'} +bitsandbytes = "^0.45.0" +hqq = "^0.2.2" +optimum-quanto = "^0.2.6" +basicsr = "^1.4.2" +realesrgan = "^0.3.0" [[tool.poetry.source]] name = 'torch' diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index b40a465..8c14344 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -11,6 +11,7 @@ from functools import partial import asks import trio import anyio +import httpx from PIL import Image, UnidentifiedImageError @@ -253,7 +254,8 @@ async def failable(fn: partial, ret_fail=None): json.JSONDecodeError, asks.errors.RequestTimeout, asks.errors.BadHttpResponse, - anyio.BrokenResourceError + anyio.BrokenResourceError, + httpx.ReadError ) as e: return ret_fail From 67cff51085c75902da33120cfa437407bd884ff9 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 18 Jan 2025 15:31:14 -0300 Subject: [PATCH 21/61] Consolidate GPU abi location in constants and drop asks --- poetry.lock | 220 ++------------------------ pyproject.toml | 4 - skynet/constants.py | 218 ++++++++++++++++++++++++++ skynet/dgpu/network.py | 226 +-------------------------- skynet/frontend/telegram/__init__.py | 220 +------------------------- skynet/ipfs/__init__.py | 30 ++-- 6 files changed, 248 insertions(+), 670 deletions(-) diff --git a/poetry.lock b/poetry.lock index c37335a..a274848 100644 --- a/poetry.lock +++ b/poetry.lock @@ -203,50 +203,25 @@ frozenlist = ">=1.1.0" [[package]] name = "anyio" -version = "3.7.1" +version = "4.8.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false -python-versions = ">=3.7" +python-versions = ">=3.9" files = [ - {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"}, - {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"}, + {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"}, + {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"}, ] [package.dependencies] -exceptiongroup = {version = "*", markers = "python_version < \"3.11\""} +exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} idna = ">=2.8" sniffio = ">=1.1" +typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} [package.extras] -doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"] -test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] -trio = ["trio (<0.22)"] - -[[package]] -name = "asks" -version = "3.0.0" -description = "asks - async http" -optional = false -python-versions = ">= 3.6.2" -files = [ - {file = "asks-3.0.0.tar.gz", hash = "sha256:e4d61dc8362594c81cfe0198eee9f3a208eef1c0023355d711566a6dcf65e986"}, -] - -[package.dependencies] -anyio = ">=3.0,<4.0" -async_generator = "*" -h11 = "*" - -[[package]] -name = "async-generator" -version = "1.10" -description = "Async generators and context managers for Python 3.5+" -optional = false -python-versions = ">=3.5" -files = [ - {file = "async_generator-1.10-py3-none-any.whl", hash = "sha256:01c7bf666359b4967d2cda0000cc2e4af16a0ae098cbffcb8472fb9e8ad6585b"}, - {file = "async_generator-1.10.tar.gz", hash = "sha256:6ebb3d106c12920aaae42ccb6f787ef5eefdcdd166ea3d628fa8476abe712144"}, -] +doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"] +trio = ["trio (>=0.26.1)"] [[package]] name = "async-timeout" @@ -811,17 +786,6 @@ websocket-client = ">=0.32.0" [package.extras] ssh = ["paramiko (>=2.4.3)"] -[[package]] -name = "einops" -version = "0.8.0" -description = "A new flavour of deep learning operations" -optional = false -python-versions = ">=3.8" -files = [ - {file = "einops-0.8.0-py3-none-any.whl", hash = "sha256:9572fb63046264a862693b0a87088af3bdc8c068fde03de63453cbbde245465f"}, - {file = "einops-0.8.0.tar.gz", hash = "sha256:63486517fed345712a8385c100cb279108d9d47e6ae59099b07657e983deae85"}, -] - [[package]] name = "exceptiongroup" version = "1.2.2" 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= "tensorboard_data_server-0.7.2-py3-none-manylinux_2_31_x86_64.whl", hash = "sha256:ef687163c24185ae9754ed5650eb5bc4d84ff257aabdc33f0cc6f74d8ba54530"}, ] -[[package]] -name = "termcolor" -version = "2.5.0" -description = "ANSI color formatting for output in terminal" -optional = false -python-versions = ">=3.9" -files = [ - {file = "termcolor-2.5.0-py3-none-any.whl", hash = "sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8"}, - {file = "termcolor-2.5.0.tar.gz", hash = "sha256:998d8d27da6d48442e8e1f016119076b690d962507531df4890fcd2db2ef8a6f"}, -] - -[package.extras] -tests = ["pytest", "pytest-cov"] - [[package]] name = "tifffile" version = "2025.1.10" @@ -4471,4 +4273,4 @@ cffi = ["cffi (>=1.11)"] [metadata] lock-version = "2.0" python-versions = ">=3.10,<3.13" -content-hash = "39cc139450cc956b48afc9471ef188e898c06a811235be81b22c3ecbe54c89cb" +content-hash = "154c089a4cf2730278f49105961b44a5413a5d0227b1ac6c110d4e446bf5a374" diff --git a/pyproject.toml b/pyproject.toml index 9792697..b5c8c24 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,14 +10,12 @@ readme = 'README.md' python = '>=3.10,<3.13' pytz = '^2023.3.post1' trio = '^0.22.2' -asks = '^3.0.0' Pillow = '^10.0.1' docker = '^6.1.3' py-leap = {git = 'https://github.com/guilledk/py-leap.git', rev = 'v0.1a32'} toml = '^0.10.2' msgspec = "^0.19.0" numpy = "<2.1" -gguf = "^0.14.0" protobuf = "^5.29.3" zstandard = "^0.23.0" click = "^8.1.8" @@ -60,8 +58,6 @@ transformers = {version = '4.48.0'} huggingface-hub = {version = '^0.27.1'} invisible-watermark = {version = '^0.2.0'} bitsandbytes = "^0.45.0" -hqq = "^0.2.2" -optimum-quanto = "^0.2.6" basicsr = "^1.4.2" realesrgan = "^0.3.0" diff --git a/skynet/constants.py b/skynet/constants.py index 32adbe0..6bc1867 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -280,3 +280,221 @@ TG_MAX_WIDTH = 1280 TG_MAX_HEIGHT = 1280 DEFAULT_SINGLE_CARD_MAP = 'cuda:0' + +GPU_CONTRACT_ABI = { + "version": "eosio::abi/1.2", + "types": [], + "structs": [ + { + "name": "account", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "balance", "type": "asset"}, + {"name": "nonce", "type": "uint64"} + ] + }, + { + "name": "card", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "owner", "type": "name"}, + {"name": "card_name", "type": "string"}, + {"name": "version", "type": "string"}, + {"name": "total_memory", "type": "uint64"}, + {"name": "mp_count", "type": "uint32"}, + {"name": "extra", "type": "string"} + ] + }, + { + "name": "clean", + "base": "", + "fields": [] + }, + { + "name": "config", + "base": "", + "fields": [ + {"name": "token_contract", "type": "name"}, + {"name": "token_symbol", "type": "symbol"} + ] + }, + { + "name": "dequeue", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "request_id", "type": "uint64"} + ] + }, + { + "name": "enqueue", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "request_body", "type": "string"}, + {"name": "binary_data", "type": "string"}, + {"name": "reward", "type": "asset"}, + {"name": "min_verification", "type": "uint32"} + ] + }, + { + "name": "gcfgstruct", + "base": "", + "fields": [ + {"name": "token_contract", "type": "name"}, + {"name": "token_symbol", "type": "symbol"} + ] + }, + { + "name": "submit", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "request_hash", "type": "checksum256"}, + {"name": "result_hash", "type": "checksum256"}, + {"name": "ipfs_hash", "type": "string"} + ] + }, + { + "name": "withdraw", + "base": "", + "fields": [ + {"name": "user", "type": "name"}, + {"name": "quantity", "type": "asset"} + ] + }, + { + "name": "work_request_struct", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "user", "type": "name"}, + {"name": "reward", "type": "asset"}, + {"name": "min_verification", "type": "uint32"}, + {"name": "nonce", "type": "uint64"}, + {"name": "body", "type": "string"}, + {"name": "binary_data", "type": "string"}, + {"name": "timestamp", "type": "time_point_sec"} + ] + }, + { + "name": "work_result_struct", + "base": "", + "fields": [ + {"name": "id", "type": "uint64"}, + {"name": "request_id", "type": "uint64"}, + {"name": "user", "type": "name"}, + {"name": "worker", "type": "name"}, + {"name": "result_hash", "type": "checksum256"}, + {"name": "ipfs_hash", "type": "string"}, + {"name": "submited", "type": "time_point_sec"} + ] + }, + { + "name": "workbegin", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "max_workers", "type": "uint32"} + ] + }, + { + "name": "workcancel", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "request_id", "type": "uint64"}, + {"name": "reason", "type": "string"} + ] + }, + { + "name": "worker", + "base": "", + "fields": [ + {"name": "account", "type": "name"}, + {"name": "joined", "type": "time_point_sec"}, + {"name": "left", "type": "time_point_sec"}, + {"name": "url", "type": "string"} + ] + }, + { + "name": "worker_status_struct", + "base": "", + "fields": [ + {"name": "worker", "type": "name"}, + {"name": "status", "type": "string"}, + {"name": "started", "type": "time_point_sec"} + ] + } + ], + "actions": [ + {"name": "clean", "type": "clean", "ricardian_contract": ""}, + {"name": "config", "type": "config", "ricardian_contract": ""}, + {"name": "dequeue", "type": "dequeue", "ricardian_contract": ""}, + {"name": "enqueue", "type": "enqueue", "ricardian_contract": ""}, + {"name": "submit", "type": "submit", "ricardian_contract": ""}, + {"name": "withdraw", "type": "withdraw", "ricardian_contract": ""}, + {"name": "workbegin", "type": "workbegin", "ricardian_contract": ""}, + {"name": "workcancel", "type": "workcancel", "ricardian_contract": ""} + ], + "tables": [ + { + "name": "cards", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "card" + }, + { + "name": "gcfgstruct", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "gcfgstruct" + }, + { + "name": "queue", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "work_request_struct" + }, + { + "name": "results", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "work_result_struct" + }, + { + "name": "status", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "worker_status_struct" + }, + { + "name": "users", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "account" + }, + { + "name": "workers", + "index_type": "i64", + "key_names": [], + "key_types": [], + "type": "worker" + } + ], + "ricardian_clauses": [], + "error_messages": [], + "abi_extensions": [], + "variants": [], + "action_results": [] +} diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 8c14344..a9cdaef 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -8,7 +8,6 @@ import logging from pathlib import Path from functools import partial -import asks import trio import anyio import httpx @@ -17,7 +16,7 @@ from PIL import Image, UnidentifiedImageError from leap.cleos import CLEOS from leap.protocol import Asset -from skynet.constants import DEFAULT_IPFS_DOMAIN +from skynet.constants import DEFAULT_IPFS_DOMAIN, GPU_CONTRACT_ABI from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file from skynet.dgpu.errors import DGPUComputeError @@ -25,225 +24,6 @@ from skynet.dgpu.errors import DGPUComputeError REQUEST_UPDATE_TIME = 3 -gpu_abi = { - "version": "eosio::abi/1.2", - "types": [], - "structs": [ - { - "name": "account", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "balance", "type": "asset"}, - {"name": "nonce", "type": "uint64"} - ] - }, - { - "name": "card", - "base": "", - "fields": [ - {"name": "id", "type": "uint64"}, - {"name": "owner", "type": "name"}, - {"name": "card_name", "type": "string"}, - {"name": "version", "type": "string"}, - {"name": "total_memory", "type": "uint64"}, - {"name": "mp_count", "type": "uint32"}, - {"name": "extra", "type": "string"} - ] - }, - { - "name": "clean", - "base": "", - "fields": [] - }, - { - "name": "config", - "base": "", - "fields": [ - {"name": "token_contract", "type": "name"}, - {"name": "token_symbol", "type": "symbol"} - ] - }, - { - "name": "dequeue", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "request_id", "type": "uint64"} - ] - }, - { - "name": "enqueue", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "request_body", "type": "string"}, - {"name": "binary_data", "type": "string"}, - {"name": "reward", "type": "asset"}, - {"name": "min_verification", "type": "uint32"} - ] - }, - { - "name": "gcfgstruct", - "base": "", - "fields": [ - {"name": "token_contract", "type": "name"}, - {"name": "token_symbol", "type": "symbol"} - ] - }, - { - "name": "submit", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "request_id", "type": "uint64"}, - {"name": "request_hash", "type": "checksum256"}, - {"name": "result_hash", "type": "checksum256"}, - {"name": "ipfs_hash", "type": "string"} - ] - }, - { - "name": "withdraw", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "quantity", "type": "asset"} - ] - }, - { - "name": "work_request_struct", - "base": "", - "fields": [ - {"name": "id", "type": "uint64"}, - {"name": "user", "type": "name"}, - {"name": "reward", "type": "asset"}, - {"name": "min_verification", "type": "uint32"}, - {"name": "nonce", "type": "uint64"}, - {"name": "body", "type": "string"}, - {"name": "binary_data", "type": "string"}, - {"name": "timestamp", "type": "time_point_sec"} - ] - }, - { - "name": "work_result_struct", - "base": "", - "fields": [ - {"name": "id", "type": "uint64"}, - {"name": "request_id", "type": "uint64"}, - {"name": "user", "type": "name"}, - {"name": "worker", "type": "name"}, - {"name": "result_hash", "type": "checksum256"}, - {"name": "ipfs_hash", "type": "string"}, - {"name": "submited", "type": "time_point_sec"} - ] - }, - { - "name": "workbegin", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "request_id", "type": "uint64"}, - {"name": "max_workers", "type": "uint32"} - ] - }, - { - "name": "workcancel", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "request_id", "type": "uint64"}, - {"name": "reason", "type": "string"} - ] - }, - { - "name": "worker", - "base": "", - "fields": [ - {"name": "account", "type": "name"}, - {"name": "joined", "type": "time_point_sec"}, - {"name": "left", "type": "time_point_sec"}, - {"name": "url", "type": "string"} - ] - }, - { - "name": "worker_status_struct", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "status", "type": "string"}, - {"name": "started", "type": "time_point_sec"} - ] - } - ], - "actions": [ - {"name": "clean", "type": "clean", "ricardian_contract": ""}, - {"name": "config", "type": "config", "ricardian_contract": ""}, - {"name": "dequeue", "type": "dequeue", "ricardian_contract": ""}, - {"name": "enqueue", "type": "enqueue", "ricardian_contract": ""}, - {"name": "submit", "type": "submit", "ricardian_contract": ""}, - {"name": "withdraw", "type": "withdraw", "ricardian_contract": ""}, - {"name": "workbegin", "type": "workbegin", "ricardian_contract": ""}, - {"name": "workcancel", "type": "workcancel", "ricardian_contract": ""} - ], - "tables": [ - { - "name": "cards", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "card" - }, - { - "name": "gcfgstruct", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "gcfgstruct" - }, - { - "name": "queue", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "work_request_struct" - }, - { - "name": "results", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "work_result_struct" - }, - { - "name": "status", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "worker_status_struct" - }, - { - "name": "users", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "account" - }, - { - "name": "workers", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "worker" - } - ], - "ricardian_clauses": [], - "error_messages": [], - "abi_extensions": [], - "variants": [], - "action_results": [] -} - - async def failable(fn: partial, ret_fail=None): try: @@ -252,8 +32,6 @@ async def failable(fn: partial, ret_fail=None): except ( OSError, json.JSONDecodeError, - asks.errors.RequestTimeout, - asks.errors.BadHttpResponse, anyio.BrokenResourceError, httpx.ReadError ) as e: @@ -271,7 +49,7 @@ class SkynetGPUConnector: self.hyperion_url = config['hyperion_url'] self.cleos = CLEOS(endpoint=self.node_url) - self.cleos.load_abi('gpu.scd', gpu_abi) + self.cleos.load_abi('gpu.scd', GPU_CONTRACT_ABI) self.ipfs_gateway_url = None if 'ipfs_gateway_url' in config: diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 9f29b26..2dd54a3 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -29,224 +29,6 @@ from . import * from .utils import * from .handlers import create_handler_context -gpu_abi = { - "version": "eosio::abi/1.2", - "types": [], - "structs": [ - { - "name": "account", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "balance", "type": "asset"}, - {"name": "nonce", "type": "uint64"} - ] - }, - { - "name": "card", - "base": "", - "fields": [ - {"name": "id", "type": "uint64"}, - {"name": "owner", "type": "name"}, - {"name": "card_name", "type": "string"}, - {"name": "version", "type": "string"}, - {"name": "total_memory", "type": "uint64"}, - {"name": "mp_count", "type": "uint32"}, - {"name": "extra", "type": "string"} - ] - }, - { - "name": "clean", - "base": "", - "fields": [] - }, - { - "name": "config", - "base": "", - "fields": [ - {"name": "token_contract", "type": "name"}, - {"name": "token_symbol", "type": "symbol"} - ] - }, - { - "name": "dequeue", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "request_id", "type": "uint64"} - ] - }, - { - "name": "enqueue", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "request_body", "type": "string"}, - {"name": "binary_data", "type": "string"}, - {"name": "reward", "type": "asset"}, - {"name": "min_verification", "type": "uint32"} - ] - }, - { - "name": "gcfgstruct", - "base": "", - "fields": [ - {"name": "token_contract", "type": "name"}, - {"name": "token_symbol", "type": "symbol"} - ] - }, - { - "name": "submit", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "request_id", "type": "uint64"}, - {"name": "request_hash", "type": "checksum256"}, - {"name": "result_hash", "type": "checksum256"}, - {"name": "ipfs_hash", "type": "string"} - ] - }, - { - "name": "withdraw", - "base": "", - "fields": [ - {"name": "user", "type": "name"}, - {"name": "quantity", "type": "asset"} - ] - }, - { - "name": "work_request_struct", - "base": "", - "fields": [ - {"name": "id", "type": "uint64"}, - {"name": "user", "type": "name"}, - {"name": "reward", "type": "asset"}, - {"name": "min_verification", "type": "uint32"}, - {"name": "nonce", "type": "uint64"}, - {"name": "body", "type": "string"}, - {"name": "binary_data", "type": "string"}, - {"name": "timestamp", "type": "time_point_sec"} - ] - }, - { - "name": "work_result_struct", - "base": "", - "fields": [ - {"name": "id", "type": "uint64"}, - {"name": "request_id", "type": "uint64"}, - {"name": "user", "type": "name"}, - {"name": "worker", "type": "name"}, - {"name": "result_hash", "type": "checksum256"}, - {"name": "ipfs_hash", "type": "string"}, - {"name": "submited", "type": "time_point_sec"} - ] - }, - { - "name": "workbegin", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "request_id", "type": "uint64"}, - {"name": "max_workers", "type": "uint32"} - ] - }, - { - "name": "workcancel", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "request_id", "type": "uint64"}, - {"name": "reason", "type": "string"} - ] - }, - { - "name": "worker", - "base": "", - "fields": [ - {"name": "account", "type": "name"}, - {"name": "joined", "type": "time_point_sec"}, - {"name": "left", "type": "time_point_sec"}, - {"name": "url", "type": "string"} - ] - }, - { - "name": "worker_status_struct", - "base": "", - "fields": [ - {"name": "worker", "type": "name"}, - {"name": "status", "type": "string"}, - {"name": "started", "type": "time_point_sec"} - ] - } - ], - "actions": [ - {"name": "clean", "type": "clean", "ricardian_contract": ""}, - {"name": "config", "type": "config", "ricardian_contract": ""}, - {"name": "dequeue", "type": "dequeue", "ricardian_contract": ""}, - {"name": "enqueue", "type": "enqueue", "ricardian_contract": ""}, - {"name": "submit", "type": "submit", "ricardian_contract": ""}, - {"name": "withdraw", "type": "withdraw", "ricardian_contract": ""}, - {"name": "workbegin", "type": "workbegin", "ricardian_contract": ""}, - {"name": "workcancel", "type": "workcancel", "ricardian_contract": ""} - ], - "tables": [ - { - "name": "cards", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "card" - }, - { - "name": "gcfgstruct", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "gcfgstruct" - }, - { - "name": "queue", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "work_request_struct" - }, - { - "name": "results", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "work_result_struct" - }, - { - "name": "status", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "worker_status_struct" - }, - { - "name": "users", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "account" - }, - { - "name": "workers", - "index_type": "i64", - "key_names": [], - "key_types": [], - "type": "worker" - } - ], - "ricardian_clauses": [], - "error_messages": [], - "abi_extensions": [], - "variants": [], - "action_results": [] -} - class SkynetTelegramFrontend: @@ -279,7 +61,7 @@ class SkynetTelegramFrontend: self.bot = AsyncTeleBot(token, exception_handler=SKYExceptionHandler) self.cleos = CLEOS(endpoint=node_url) - self.cleos.load_abi('gpu.scd', gpu_abi) + self.cleos.load_abi('gpu.scd', GPU_CONTRACT_ABI) self.hyperion = HyperionAPI(hyperion_url) self.ipfs_node = AsyncIPFSHTTP(ipfs_node) diff --git a/skynet/ipfs/__init__.py b/skynet/ipfs/__init__.py index 812104c..5a6384f 100644 --- a/skynet/ipfs/__init__.py +++ b/skynet/ipfs/__init__.py @@ -3,10 +3,10 @@ import logging from pathlib import Path -import asks +import httpx -class IPFSClientException(BaseException): +class IPFSClientException(Exception): ... @@ -16,19 +16,20 @@ class AsyncIPFSHTTP: self.endpoint = endpoint async def _post(self, sub_url: str, *args, **kwargs): - resp = await asks.post( - self.endpoint + sub_url, - *args, **kwargs - ) + async with httpx.AsyncClient() as client: + resp = await client.post( + self.endpoint + sub_url, + *args, **kwargs + ) if resp.status_code != 200: raise IPFSClientException(resp.text) return resp.json() - +#!/usr/bin/python async def add(self, file_path: Path, **kwargs): files = { - 'file': file_path + 'file': (file_path.name, file_path.open('rb')) } return await self._post( '/api/v0/add', @@ -58,15 +59,16 @@ class AsyncIPFSHTTP: async def get_ipfs_file(ipfs_link: str, timeout: int = 60 * 5): logging.info(f'attempting to get image at {ipfs_link}') resp = None - for i in range(timeout): + for _ in range(timeout): try: - resp = await asks.get(ipfs_link, timeout=3) + async with httpx.AsyncClient() as client: + resp = await client.get(ipfs_link, timeout=3) - except asks.errors.RequestTimeout: - logging.warning('timeout...') + except httpx.RequestError as e: + logging.warning(f'Request error: {e}') - except asks.errors.BadHttpResponse as e: - logging.error(f'ifps gateway exception: \n{e}') + if resp is not None: + break if resp: logging.info(f'status_code: {resp.status_code}') From 48a0d0db79f65dcd4d1ecf9161247dcd2af1076f Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 18 Jan 2025 23:33:09 -0300 Subject: [PATCH 22/61] Add new leap error --- skynet/dgpu/network.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index a9cdaef..85c4d92 100644 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -9,6 +9,7 @@ from pathlib import Path from functools import partial import trio +import leap import anyio import httpx @@ -33,7 +34,8 @@ async def failable(fn: partial, ret_fail=None): OSError, json.JSONDecodeError, anyio.BrokenResourceError, - httpx.ReadError + httpx.ReadError, + leap.errors.TransactionPushError ) as e: return ret_fail From 12d015f0b96f1eef0315519b50ca35781d277f53 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 20 Jan 2025 00:50:39 -0300 Subject: [PATCH 23/61] Fix resp none error and params on flux inpaint pipe --- skynet/dgpu/daemon.py | 2 +- skynet/dgpu/pipes/flux_inpaint.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index d4fecf3..220fe3c 100644 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -171,7 +171,7 @@ class SkynetDGPUDaemon: logging.info(f'working on {body}') resp = await self.conn.begin_work(rid) - if 'code' in resp: + if not resp or 'code' in resp: logging.info(f'probably being worked on already... skip.') else: diff --git a/skynet/dgpu/pipes/flux_inpaint.py b/skynet/dgpu/pipes/flux_inpaint.py index ba0b9e7..2f88d58 100644 --- a/skynet/dgpu/pipes/flux_inpaint.py +++ b/skynet/dgpu/pipes/flux_inpaint.py @@ -45,6 +45,7 @@ def pipeline_for( torch_dtype=torch.bfloat16, quantization_config=qonfig ) + params['transformer'] = transformer pipe = FluxFillPipeline.from_pretrained( model, **params) From 8f4429bd060c4f3fc9e7aadf42f446c33f7d96c2 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Wed, 22 Jan 2025 01:18:21 -0300 Subject: [PATCH 24/61] Switch to uv package manager --- .gitignore | 1 + docker/Dockerfile.runtime | 25 - docker/Dockerfile.runtime+cuda-py310 | 46 - docker/Dockerfile.runtime+cuda-py311 | 46 - docker/Dockerfile.runtime+cuda-py312 | 46 +- docker/Dockerfile.runtime+frontend | 25 - docker/build_docker.sh | 6 +- docker/entrypoint.sh | 7 +- docker/push_docker.sh | 6 +- poetry.lock | 4276 -------------------------- poetry.toml | 2 - pyproject.toml | 149 +- uv.lock | 2828 +++++++++++++++++ 13 files changed, 2933 insertions(+), 4530 deletions(-) delete mode 100644 docker/Dockerfile.runtime delete mode 100644 docker/Dockerfile.runtime+cuda-py310 delete mode 100644 docker/Dockerfile.runtime+cuda-py311 delete mode 100644 docker/Dockerfile.runtime+frontend delete mode 100644 poetry.lock delete mode 100644 poetry.toml create mode 100644 uv.lock diff --git a/.gitignore b/.gitignore index a428e3f..b5a6c03 100644 --- a/.gitignore +++ b/.gitignore @@ -11,3 +11,4 @@ docs ipfs-docker-data ipfs-staging weights +*.png diff --git a/docker/Dockerfile.runtime b/docker/Dockerfile.runtime deleted file mode 100644 index 64a571c..0000000 --- a/docker/Dockerfile.runtime +++ /dev/null @@ -1,25 +0,0 @@ -from python:3.11 - -env DEBIAN_FRONTEND=noninteractive - -run apt-get update && apt-get install -y \ - git - -run curl -sSL https://install.python-poetry.org | python3 - - -env PATH "/root/.local/bin:$PATH" - -copy . /skynet - -workdir /skynet - -env POETRY_VIRTUALENVS_PATH /skynet/.venv - -run poetry install - -workdir /root/target - -copy docker/entrypoint.sh /entrypoint.sh -entrypoint ["/entrypoint.sh"] - -cmd ["skynet", "--help"] diff --git a/docker/Dockerfile.runtime+cuda-py310 b/docker/Dockerfile.runtime+cuda-py310 deleted file mode 100644 index 1d20b61..0000000 --- a/docker/Dockerfile.runtime+cuda-py310 +++ /dev/null @@ -1,46 +0,0 @@ -from nvidia/cuda:11.8.0-devel-ubuntu20.04 -from python:3.10 - -env DEBIAN_FRONTEND=noninteractive - -run apt-get update && apt-get install -y \ - git \ - clang \ - cmake \ - ffmpeg \ - libsm6 \ - libxext6 \ - ninja-build - -env CC /usr/bin/clang -env CXX /usr/bin/clang++ - -# install llvm10 as required by llvm-lite -run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1 -workdir /llvm-project -# this adds a commit from 12.0.0 that fixes build on newer compilers -run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1 -run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release -run ninja -C build install # -j8 - -run curl -sSL https://install.python-poetry.org | python3 - - -env PATH "/root/.local/bin:$PATH" - -copy . /skynet - -workdir /skynet - -env POETRY_VIRTUALENVS_PATH /skynet/.venv - -run poetry install --with=cuda -v - -workdir /root/target - -env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128 -env NVIDIA_VISIBLE_DEVICES=all - -copy docker/entrypoint.sh /entrypoint.sh -entrypoint ["/entrypoint.sh"] - -cmd ["skynet", "--help"] diff --git a/docker/Dockerfile.runtime+cuda-py311 b/docker/Dockerfile.runtime+cuda-py311 deleted file mode 100644 index 8ae189e..0000000 --- a/docker/Dockerfile.runtime+cuda-py311 +++ /dev/null @@ -1,46 +0,0 @@ -from nvidia/cuda:11.8.0-devel-ubuntu20.04 -from python:3.11 - -env DEBIAN_FRONTEND=noninteractive - -run apt-get update && apt-get install -y \ - git \ - clang \ - cmake \ - ffmpeg \ - libsm6 \ - libxext6 \ - ninja-build - -env CC /usr/bin/clang -env CXX /usr/bin/clang++ - -# install llvm10 as required by llvm-lite -run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1 -workdir /llvm-project -# this adds a commit from 12.0.0 that fixes build on newer compilers -run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1 -run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release -run ninja -C build install # -j8 - -run curl -sSL https://install.python-poetry.org | python3 - - -env PATH "/root/.local/bin:$PATH" - -copy . /skynet - -workdir /skynet - -env POETRY_VIRTUALENVS_PATH /skynet/.venv - -run poetry install --with=cuda -v - -workdir /root/target - -env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128 -env NVIDIA_VISIBLE_DEVICES=all - -copy docker/entrypoint.sh /entrypoint.sh -entrypoint ["/entrypoint.sh"] - -cmd ["skynet", "--help"] diff --git a/docker/Dockerfile.runtime+cuda-py312 b/docker/Dockerfile.runtime+cuda-py312 index 43ad864..1b9d589 100644 --- a/docker/Dockerfile.runtime+cuda-py312 +++ b/docker/Dockerfile.runtime+cuda-py312 @@ -1,42 +1,40 @@ from nvidia/cuda:12.4.1-devel-ubuntu22.04 -from python:3.12 env DEBIAN_FRONTEND=noninteractive run apt-get update && apt-get install -y \ git \ - llvm \ - ffmpeg \ - libsm6 \ - libxext6 \ - ninja-build + curl \ + libgl1 \ + libglib2.0-0 \ + libglu1-mesa \ + libgl1-mesa-glx -# env CC /usr/bin/clang -# env CXX /usr/bin/clang++ -# -# # install llvm10 as required by llvm-lite -# run git clone https://github.com/llvm/llvm-project.git -b llvmorg-10.0.1 -# workdir /llvm-project -# # this adds a commit from 12.0.0 that fixes build on newer compilers -# run git cherry-pick -n b498303066a63a203d24f739b2d2e0e56dca70d1 -# run cmake -S llvm -B build -G Ninja -DCMAKE_BUILD_TYPE=Release -# run ninja -C build install # -j8 +env PATH="/opt/uv:$PATH" -run curl -sSL https://install.python-poetry.org | python3 - +arg USER_ID=1000 +arg GROUP_ID=1000 -env PATH "/root/.local/bin:$PATH" +run groupadd -g $GROUP_ID skynet \ + && useradd -l -u $USER_ID -g skynet -s /bin/bash skynet \ + && mkdir -p /home/skynet \ + && chown -R skynet:skynet /home/skynet -copy . /skynet +run curl -LsSf https://astral.sh/uv/install.sh | env UV_UNMANAGED_INSTALL="/opt/uv" sh -workdir /skynet +run chown -R skynet:skynet /opt/uv -env POETRY_VIRTUALENVS_PATH /skynet/.venv +run ls /opt/uv -lah -run poetry install --with=cuda -v +user skynet -workdir /root/target +workdir /home/skynet -env PYTORCH_CUDA_ALLOC_CONF max_split_size_mb:128 +run uv venv --python 3.12 + +workdir /home/skynet/target + +env PYTORCH_CUDA_ALLOC_CONF=max_split_size_mb:128 env NVIDIA_VISIBLE_DEVICES=all copy docker/entrypoint.sh /entrypoint.sh diff --git a/docker/Dockerfile.runtime+frontend b/docker/Dockerfile.runtime+frontend deleted file mode 100644 index 2b92dd6..0000000 --- a/docker/Dockerfile.runtime+frontend +++ /dev/null @@ -1,25 +0,0 @@ -from python:3.11 - -env DEBIAN_FRONTEND=noninteractive - -run apt-get update && apt-get install -y \ - git - -run curl -sSL https://install.python-poetry.org | python3 - - -env PATH "/root/.local/bin:$PATH" - -copy . /skynet - -workdir /skynet - -env POETRY_VIRTUALENVS_PATH /skynet/.venv - -run poetry install --with=frontend -v - -workdir /root/target - -copy docker/entrypoint.sh /entrypoint.sh -entrypoint ["/entrypoint.sh"] - -cmd ["skynet", "--help"] diff --git a/docker/build_docker.sh b/docker/build_docker.sh index 0eaf2a7..428381d 100755 --- a/docker/build_docker.sh +++ b/docker/build_docker.sh @@ -1,7 +1,3 @@ docker build \ -t guilledk/skynet:runtime-cuda-py312 \ - -f docker/Dockerfile.runtime+cuda-py312 . - -# docker build \ -# -t guilledk/skynet:runtime-cuda \ -# -f docker/Dockerfile.runtime+cuda-py311 . + -f docker/Dockerfile.runtime+cuda-py312 . --progress=plain diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh index 80cc2ce..c182b11 100755 --- a/docker/entrypoint.sh +++ b/docker/entrypoint.sh @@ -1,8 +1,5 @@ #!/bin/sh -export VIRTUAL_ENV='/skynet/.venv' -poetry env use $VIRTUAL_ENV/bin/python +uv sync -poetry install - -exec poetry run "$@" +exec uv run "$@" diff --git a/docker/push_docker.sh b/docker/push_docker.sh index b598367..8b3b66f 100755 --- a/docker/push_docker.sh +++ b/docker/push_docker.sh @@ -1,5 +1 @@ -docker push 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31 Jan 2025 08:25:02 -0500 Subject: [PATCH 25/61] add httpx.ConnectTimeout and httpx.ReadTimeout to netowork failables --- skynet/dgpu/network.py | 2 ++ 1 file changed, 2 insertions(+) mode change 100644 => 100755 skynet/dgpu/network.py diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py old mode 100644 new mode 100755 index 85c4d92..970db04 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -34,7 +34,9 @@ async def failable(fn: partial, ret_fail=None): OSError, json.JSONDecodeError, anyio.BrokenResourceError, + httpx.ConnectTimeout, httpx.ReadError, + httpx.ReadTimeout, leap.errors.TransactionPushError ) as e: return ret_fail From 802af99c39dd2c3413fed31f50551f031feb28a9 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 13:28:46 -0300 Subject: [PATCH 26/61] Add one more error to failable --- skynet/dgpu/network.py | 1 + 1 file changed, 1 insertion(+) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 970db04..55fc786 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -34,6 +34,7 @@ async def failable(fn: partial, ret_fail=None): OSError, json.JSONDecodeError, anyio.BrokenResourceError, + httpx.ConnectError, httpx.ConnectTimeout, httpx.ReadError, httpx.ReadTimeout, From 01e6bfe25252938863ac8b26ee7f479f53c9978b Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Thu, 30 Jan 2025 15:29:56 -0500 Subject: [PATCH 27/61] Doc and type `skynet.dgpu` pkg mod --- skynet/dgpu/__init__.py | 21 +++++++++++++++------ 1 file changed, 15 insertions(+), 6 deletions(-) mode change 100644 => 100755 skynet/dgpu/__init__.py diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py old mode 100644 new mode 100755 index 173dc32..aaf84f7 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -4,27 +4,36 @@ import trio from hypercorn.config import Config from hypercorn.trio import serve +from quart_trio import QuartTrio as Quart from skynet.dgpu.compute import SkynetMM from skynet.dgpu.daemon import SkynetDGPUDaemon from skynet.dgpu.network import SkynetGPUConnector -async def open_dgpu_node(config: dict): +async def open_dgpu_node(config: dict) -> None: + ''' + Open a top level "GPU mgmt daemon", keep the + `SkynetDGPUDaemon._snap: dict[str, list|dict]` table and *maybe* + serve a `hypercorn` web API. + + ''' conn = SkynetGPUConnector(config) mm = SkynetMM(config) daemon = SkynetDGPUDaemon(mm, conn, config) - api = None + api: Quart|None = None if 'api_bind' in config: api_conf = Config() api_conf.bind = [config['api_bind']] - api = await daemon.generate_api() + api: Quart = await daemon.generate_api() - async with trio.open_nursery() as n: - n.start_soon(daemon.snap_updater_task) + tn: trio.Nursery + async with trio.open_nursery() as tn: + tn.start_soon(daemon.snap_updater_task) if api: - n.start_soon(serve, api, api_conf) + tn.start_soon(serve, api, api_conf) + # block until cancelled await daemon.serve_forever() From e0704e3787340b618415a0902a45be78faf9250e Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Mon, 3 Feb 2025 10:25:14 -0500 Subject: [PATCH 28/61] Suggest `skynet.dgpu` docs, typing, pythonisms From the deep-ish dive drafting our first set of design/architecture diagrams in https://github.com/skygpu/cyberdyne/pull/2, this adds a buncha suggestions, typing, and styling adjustments. Namely the code tweaks include, - changing to multi-line import tuples where appropriate (since they're much handier to modify ;) - adding typing in many spots where it wasn't clear to me the types being returned/operated-with in various (internal) methods. - doc strings (in mostly random spots Xp ) where i had the need to remember the impl's purpose but didn't want to re-read the code in detail again. - ALOT of TODOs surrounding various potential style changes, re-factorings, naming and in some cases "modernization" according to the latest python3.12 feats/spec/stdlib. --- skynet/dgpu/__init__.py | 6 +- skynet/dgpu/compute.py | 52 +++++++++++---- skynet/dgpu/daemon.py | 138 +++++++++++++++++++++++++++++----------- skynet/dgpu/errors.py | 1 + skynet/dgpu/network.py | 65 ++++++++++++++++--- 5 files changed, 201 insertions(+), 61 deletions(-) mode change 100644 => 100755 skynet/dgpu/compute.py mode change 100644 => 100755 skynet/dgpu/daemon.py mode change 100644 => 100755 skynet/dgpu/errors.py diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index aaf84f7..b454a95 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -14,8 +14,8 @@ from skynet.dgpu.network import SkynetGPUConnector async def open_dgpu_node(config: dict) -> None: ''' Open a top level "GPU mgmt daemon", keep the - `SkynetDGPUDaemon._snap: dict[str, list|dict]` table and *maybe* - serve a `hypercorn` web API. + `SkynetDGPUDaemon._snap: dict[str, list|dict]` table + and *maybe* serve a `hypercorn` web API. ''' conn = SkynetGPUConnector(config) @@ -32,6 +32,8 @@ async def open_dgpu_node(config: dict) -> None: async with trio.open_nursery() as tn: tn.start_soon(daemon.snap_updater_task) + # TODO, consider a more explicit `as hypercorn_serve` + # to clarify? if api: tn.start_soon(serve, api, api_conf) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py old mode 100644 new mode 100755 index 4523d48..535dfcc --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -1,20 +1,36 @@ #!/usr/bin/python +# ^TODO? again, why.. +# +# Do we expect this mod +# to be invoked? if so why is there no +# `if __name__ == '__main__'` guard? +# +# if anything this should contain a license header ;) -# Skynet Memory Manager +''' +Skynet Memory Manager + +''' import gc import logging from hashlib import sha256 -import zipfile -from PIL import Image -from diffusers import DiffusionPipeline +# import zipfile +# from PIL import Image +# from diffusers import DiffusionPipeline import trio import torch -from skynet.constants import DEFAULT_INITAL_MODEL, MODELS -from skynet.dgpu.errors import DGPUComputeError, DGPUInferenceCancelled +# from skynet.constants import ( +# DEFAULT_INITAL_MODEL, +# MODELS, +# ) +from skynet.dgpu.errors import ( + DGPUComputeError, + DGPUInferenceCancelled, +) from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for @@ -66,15 +82,20 @@ def prepare_params_for_diffuse( ) +# TODO, yet again - drop the redundant prefix ;) class SkynetMM: + ''' + (AI algo) Model manager for loading models, computing outputs, + checking load state, and unloading when no-longer-needed/finished. + ''' def __init__(self, config: dict): self.cache_dir = None if 'hf_home' in config: self.cache_dir = config['hf_home'] - self._model_name = '' - self._model_mode = '' + self._model_name: str = '' + self._model_mode: str = '' # self.load_model(DEFAULT_INITAL_MODEL, 'txt2img') @@ -89,7 +110,7 @@ class SkynetMM: return False - def unload_model(self): + def unload_model(self) -> None: if getattr(self, '_model', None): del self._model @@ -103,7 +124,7 @@ class SkynetMM: self, name: str, mode: str - ): + ) -> None: logging.info(f'loading model {name}...') self.unload_model() self._model = pipeline_for( @@ -111,7 +132,6 @@ class SkynetMM: self._model_mode = mode self._model_name = name - def compute_one( self, request_id: int, @@ -124,6 +144,9 @@ class SkynetMM: should_raise = trio.from_thread.run(self._should_cancel, request_id) if should_raise: logging.warn(f'cancelling work at step {step}') + + # ?TODO, this is never caught, so why is it + # raised specially? raise DGPUInferenceCancelled() return {} @@ -199,9 +222,10 @@ class SkynetMM: case _: raise DGPUComputeError('Unsupported compute method') - except BaseException as e: - logging.error(e) - raise DGPUComputeError(str(e)) + except BaseException as err: + logging.error(err) + # to see the src exc in tb + raise DGPUComputeError(str(err)) from err finally: torch.cuda.empty_cache() diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py old mode 100644 new mode 100755 index 220fe3c..db8da86 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -1,23 +1,25 @@ #!/usr/bin/python -import json -import random -import logging -import time -import traceback - -from hashlib import sha256 from datetime import datetime from functools import partial +from hashlib import sha256 +import json +import logging +import random +# import traceback +import time import trio - from quart import jsonify from quart_trio import QuartTrio as Quart -from skynet.constants import MODELS, VERSION - -from skynet.dgpu.errors import * +from skynet.constants import ( + MODELS, + VERSION, +) +from skynet.dgpu.errors import ( + DGPUComputeError, +) from skynet.dgpu.compute import SkynetMM from skynet.dgpu.network import SkynetGPUConnector @@ -30,22 +32,29 @@ def convert_reward_to_int(reward_str): return int(int_part + decimal_part) +# prolly don't need the `Skynet` prefix since that's kinda implied ;p class SkynetDGPUDaemon: + ''' + The root "GPU daemon". + Contains/manages underlying susystems: + - a GPU connecto + + ''' def __init__( self, mm: SkynetMM, conn: SkynetGPUConnector, config: dict ): - self.mm = mm - self.conn = conn + self.mm: SkynetMM = mm + self.conn: SkynetGPUConnector = conn self.auto_withdraw = ( config['auto_withdraw'] if 'auto_withdraw' in config else False ) - self.account = config['account'] + self.account: str = config['account'] self.non_compete = set() if 'non_compete' in config: @@ -67,13 +76,20 @@ class SkynetDGPUDaemon: 'queue': [], 'requests': {}, 'my_results': [] + # ^and here i thot they were **my** results.. + # :sadcat: } - self._benchmark = [] - self._last_benchmark = None - self._last_generation_ts = None + self._benchmark: list[float] = [] + self._last_benchmark: list[float]|None = None + self._last_generation_ts: str|None = None def _get_benchmark_speed(self) -> float: + ''' + Return the (arithmetic) average work-iterations-per-second + fconducted by this compute worker. + + ''' if not self._last_benchmark: return 0 @@ -99,11 +115,26 @@ class SkynetDGPUDaemon: async def snap_updater_task(self): + ''' + Busy loop update the local `._snap: dict` table from + + ''' while True: self._snap = await self.conn.get_full_queue_snapshot() await trio.sleep(1) - async def generate_api(self): + # TODO, design suggestion, just make this a lazily accessed + # `@class_property` if we're 3.12+ + # |_ https://docs.python.org/3/library/functools.html#functools.cached_property + async def generate_api(self) -> Quart: + ''' + Gen a `Quart`-compat web API spec which (for now) simply + serves a small monitoring ep that reports, + + - iso-time-stamp of the last served model-output + - the worker's average "compute-iterations-per-second" + + ''' app = Quart(__name__) @app.route('/') @@ -117,21 +148,34 @@ class SkynetDGPUDaemon: return app - async def maybe_serve_one(self, req): + # TODO? this func is kinda big and maybe is better at module + # level to reduce indentation? + # -[ ] just pass `daemon: SkynetDGPUDaemon` vs. `self` + async def maybe_serve_one( + self, + req: dict, + ): rid = req['id'] # parse request body = json.loads(req['body']) model = body['params']['model'] - # if model not known - if model != 'RealESRGAN_x4plus' and model not in MODELS: + # if model not known, ignore. + if ( + model != 'RealESRGAN_x4plus' + and + model not in MODELS + ): logging.warning(f'Unknown model {model}') return False - # if whitelist enabled and model not in it continue - if (len(self.model_whitelist) > 0 and - not model in self.model_whitelist): + # only handle whitelisted models + if ( + len(self.model_whitelist) > 0 + and + model not in self.model_whitelist + ): return False # if blacklist contains model skip @@ -139,21 +183,29 @@ class SkynetDGPUDaemon: return False my_results = [res['id'] for res in self._snap['my_results']] - if rid not in my_results and rid in self._snap['requests']: + if ( + rid not in my_results + and + rid in self._snap['requests'] + ): statuses = self._snap['requests'][rid] - if len(statuses) == 0: inputs = [] for _input in req['binary_data'].split(','): if _input: for _ in range(3): try: + # user `GPUConnector` to IO with + # storage layer to seed the compute + # task. img = await self.conn.get_input_data(_input) inputs.append(img) break - except: - ... + except BaseException: + logging.exception( + 'Model input error !?!\n' + ) hash_str = ( str(req['nonce']) @@ -172,7 +224,7 @@ class SkynetDGPUDaemon: resp = await self.conn.begin_work(rid) if not resp or 'code' in resp: - logging.info(f'probably being worked on already... skip.') + logging.info('probably being worked on already... skip.') else: try: @@ -195,25 +247,37 @@ class SkynetDGPUDaemon: ) case _: - raise DGPUComputeError(f'Unsupported backend {self.backend}') - self._last_generation_ts = datetime.now().isoformat() - self._last_benchmark = self._benchmark - self._benchmark = [] + raise DGPUComputeError( + f'Unsupported backend {self.backend}' + ) + + self._last_generation_ts: str = datetime.now().isoformat() + self._last_benchmark: list[float] = self._benchmark + self._benchmark: list[float] = [] ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) - except BaseException as e: - traceback.print_exc() - await self.conn.cancel_work(rid, str(e)) + except BaseException as err: + logging.exception('Failed to serve model request !?\n') + # traceback.print_exc() # TODO? <- replaced by above ya? + await self.conn.cancel_work(rid, str(err)) finally: return True + # TODO, i would inverse this case logic to avoid an indent + # level in above block ;) else: logging.info(f'request {rid} already beign worked on, skip...') + # TODO, as per above on `.maybe_serve_one()`, it's likely a bit + # more *trionic* to define this all as a module level task-func + # which operates on a `daemon: SkynetDGPUDaemon`? + # + # -[ ] keeps tasks-as-funcs style prominent + # -[ ] avoids so much indentation due to methods async def serve_forever(self): try: while True: @@ -230,6 +294,8 @@ class SkynetDGPUDaemon: ) for req in queue: + # TODO, as mentioned above just inline this once + # converted to a mod level func. if (await self.maybe_serve_one(req)): break diff --git a/skynet/dgpu/errors.py b/skynet/dgpu/errors.py old mode 100644 new mode 100755 index 91db585..3c4992c --- a/skynet/dgpu/errors.py +++ b/skynet/dgpu/errors.py @@ -1,4 +1,5 @@ #!/usr/bin/python +# ^TODO, why.. class DGPUComputeError(BaseException): diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 55fc786..6b2ed5a 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -13,23 +13,39 @@ import leap import anyio import httpx -from PIL import Image, UnidentifiedImageError +from PIL import ( + Image, + # UnidentifiedImageError, # TODO, remove? +) from leap.cleos import CLEOS from leap.protocol import Asset -from skynet.constants import DEFAULT_IPFS_DOMAIN, GPU_CONTRACT_ABI +from skynet.constants import ( + DEFAULT_IPFS_DOMAIN, + GPU_CONTRACT_ABI, +) -from skynet.ipfs import AsyncIPFSHTTP, get_ipfs_file -from skynet.dgpu.errors import DGPUComputeError +from skynet.ipfs import ( + AsyncIPFSHTTP, + get_ipfs_file, +) +# TODO, remove? +# from skynet.dgpu.errors import DGPUComputeError -REQUEST_UPDATE_TIME = 3 +REQUEST_UPDATE_TIME: int = 3 -async def failable(fn: partial, ret_fail=None): +# TODO, consider using the `outcome` lib instead? +# - it's already purpose built for exactly this, boxing (async) +# function invocations.. +# |_ https://outcome.readthedocs.io/en/latest/api.html#outcome.capture +async def failable( + fn: partial, + ret_fail=None, +): try: return await fn() - except ( OSError, json.JSONDecodeError, @@ -39,17 +55,33 @@ async def failable(fn: partial, ret_fail=None): httpx.ReadError, httpx.ReadTimeout, leap.errors.TransactionPushError - ) as e: + ): return ret_fail +# TODO, again the prefix XD +# -[ ] better name then `GPUConnector` ?? +# |_ `Compute[Net]IO[Mngr]` class SkynetGPUConnector: + ''' + An API for connecting to and conducting various "high level" + network-service operations in the skynet. + - skynet user account creds + - hyperion API + - IPFs client + - CLEOS client + + ''' def __init__(self, config: dict): + # TODO, why these extra instance vars for an (unsynced) + # copy of the `config` state? self.account = config['account'] self.permission = config['permission'] self.key = config['key'] + # TODO, neither of these instance vars are used anywhere in + # methods? so why are they set on this type? self.node_url = config['node_url'] self.hyperion_url = config['hyperion_url'] @@ -128,7 +160,9 @@ class SkynetGPUConnector: logging.info(f'competitors: {competitors}') return set(competitors) - + # TODO, considery making this a NON-method and instead + # handing in the `snap['queue']` output beforehand? + # -> since that call is the only usage of `self`? async def get_full_queue_snapshot(self): snap = { 'requests': {}, @@ -149,6 +183,11 @@ class SkynetGPUConnector: return snap async def begin_work(self, request_id: int): + ''' + Publish to the bc that the worker is beginning a model-computation + step. + + ''' logging.info('begin_work') return await failable( partial( @@ -272,6 +311,14 @@ class SkynetGPUConnector: return file_cid async def get_input_data(self, ipfs_hash: str) -> Image: + ''' + Retrieve an input (image) from the IPFs layer. + + Normally used to retreive seed (visual) content previously + generated/validated by the network to be fed to some + consuming AI model. + + ''' link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' res = await get_ipfs_file(link, timeout=1) From bb4be24facaacfeffc44ba393c7a4d73c0d4a986 Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Mon, 3 Feb 2025 10:44:01 -0500 Subject: [PATCH 29/61] Some more `import` fixes Removing unused imports in a few modules as well as converting a few more tuple imports to multi-line style. We should prolly consider a linter as part of pre-merge machinery; I noticed a few pretty low hanging pep8 violations just spelunking rando modules ;) --- skynet/config.py | 2 -- skynet/constants.py | 6 ++++-- skynet/frontend/discord/__init__.py | 11 +++++++++-- skynet/utils.py | 5 ++--- 4 files changed, 15 insertions(+), 9 deletions(-) mode change 100644 => 100755 skynet/frontend/discord/__init__.py diff --git a/skynet/config.py b/skynet/config.py index 21cc113..109c54c 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -3,8 +3,6 @@ import os import toml -from pathlib import Path - from .constants import DEFAULT_CONFIG_PATH diff --git a/skynet/constants.py b/skynet/constants.py index 6bc1867..480a5eb 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -1,22 +1,24 @@ #!/usr/bin/python +import msgspec +from typing import Literal VERSION = '0.1a12' DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda' -import msgspec -from typing import Literal class Size(msgspec.Struct): w: int h: int + class ModelDesc(msgspec.Struct): short: str mem: float size: Size tags: list[Literal['txt2img', 'img2img', 'inpaint']] + MODELS: dict[str, ModelDesc] = { 'runwayml/stable-diffusion-v1-5': ModelDesc( short='stable', diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py old mode 100644 new mode 100755 index a6bc0f3..9bfcf08 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -8,11 +8,18 @@ import asyncio from decimal import Decimal from hashlib import sha256 from datetime import datetime -from contextlib import ExitStack, AsyncExitStack +from contextlib import ( + ExitStack, + AsyncExitStack, +) from contextlib import asynccontextmanager as acm from leap.cleos import CLEOS -from leap.sugar import Name, asset_from_str, collect_stdout +from leap.sugar import ( + Name, + asset_from_str, + collect_stdout, +) from leap.hyperion import HyperionAPI # from telebot.types import InputMediaPhoto diff --git a/skynet/utils.py b/skynet/utils.py index 0662aca..24ac04f 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -9,9 +9,7 @@ import logging import importlib from typing import Optional -from pathlib import Path -import trio import torch import numpy as np @@ -112,6 +110,7 @@ def pipeline_for( return custom_pipeline.pipeline_for(model, mode, mem_fraction=mem_fraction, cache_dir=cache_dir) except ImportError: + # TODO, uhh why not warn/error log this? ... @@ -159,7 +158,7 @@ def pipeline_for( if mode == 'txt2img': pipe.vae.enable_tiling() pipe.vae.enable_slicing() - + pipe.enable_model_cpu_offload() else: From 2eb398bb8d3028b6448fde6276eab9789b84e80b Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Mon, 3 Feb 2025 10:46:09 -0500 Subject: [PATCH 30/61] Bit more multi-line styling in `.cli` Such that i could more easily read the flag specs in a vsplit `vim` buffer set ;) Also includes the same for some (internal) `tuple`-imports. --- skynet/cli.py | 47 +++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 39 insertions(+), 8 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 3adefdb..8da96bf 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -8,10 +8,25 @@ from functools import partial import click -from leap.protocol import Name, Asset +from leap.protocol import ( + Name, + Asset, +) -from .config import * -from .constants import * +from .config import ( + load_skynet_toml, + load_key, + set_hf_vars, + ConfigParsingError, +) +from .constants import ( + # TODO, more conventional to make these private i'm pretty + # sure according to pep8? + DEFAULT_IPFS_DOMAIN, + DEFAULT_EXPLORER_DOMAIN, + DEFAULT_CONFIG_PATH, + MODELS, +) @click.group() @@ -22,7 +37,10 @@ def skynet(*args, **kwargs): @click.command() @click.option('--model', '-m', default=list(MODELS.keys())[-1]) @click.option( - '--prompt', '-p', default='a red old tractor in a sunny wheat field') + '--prompt', + '-p', + default='a red old tractor in a sunny wheat field', +) @click.option('--output', '-o', default='output.png') @click.option('--width', '-w', default=512) @click.option('--height', '-h', default=512) @@ -30,7 +48,7 @@ def skynet(*args, **kwargs): @click.option('--steps', '-s', default=26) @click.option('--seed', '-S', default=None) def txt2img(*args, **kwargs): - from . import utils + from . import utils # TODO? why here, import cycle? config = load_skynet_toml() hf_token = load_key(config, 'skynet.dgpu.hf_token') @@ -38,10 +56,18 @@ def txt2img(*args, **kwargs): set_hf_vars(hf_token, hf_home) utils.txt2img(hf_token, **kwargs) + @click.command() -@click.option('--model', '-m', default=list(MODELS.keys())[-2]) @click.option( - '--prompt', '-p', default='a red old tractor in a sunny wheat field') + '--model', + '-m', + default=list(MODELS.keys())[-2] +) +@click.option( + '--prompt', + '-p', + default='a red old tractor in a sunny wheat field', +) @click.option('--input', '-i', default='input.png') @click.option('--output', '-o', default='output.png') @click.option('--strength', '-Z', default=1.0) @@ -118,6 +144,7 @@ def download(): set_hf_vars(hf_token, hf_home) utils.download_all_models(hf_token, hf_home) + @skynet.command() @click.option( '--reward', '-r', default='20.0000 GPU') @@ -315,6 +342,7 @@ def config( def deposit(quantity: str): import trio from leap.cleos import CLEOS + from leap.sugar import asset_from_str config = load_skynet_toml() @@ -365,7 +393,10 @@ def nodeos(): @run.command() @click.option('--loglevel', '-l', default='INFO', help='Logging level') @click.option( - '--config-path', '-c', default=DEFAULT_CONFIG_PATH) + '--config-path', + '-c', + default=DEFAULT_CONFIG_PATH, +) def dgpu( loglevel: str, config_path: str From 286d49a7f5ba533352da85b1a477f96b39812ed7 Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Mon, 3 Feb 2025 10:48:37 -0500 Subject: [PATCH 31/61] Drop unused `as err`, suggest `logging.exception()` --- skynet/ipfs/docker.py | 2 ++ skynet/ipfs/pinner.py | 3 ++- 2 files changed, 4 insertions(+), 1 deletion(-) mode change 100644 => 100755 skynet/ipfs/pinner.py diff --git a/skynet/ipfs/docker.py b/skynet/ipfs/docker.py index 7cdb3e9..69f564a 100755 --- a/skynet/ipfs/docker.py +++ b/skynet/ipfs/docker.py @@ -63,6 +63,8 @@ def open_ipfs_node( if ec != 0: logging.error(out) + # TODO, why not deliver some kinda API here for controlling the + # ipfs node? yield if teardown and container: diff --git a/skynet/ipfs/pinner.py b/skynet/ipfs/pinner.py old mode 100644 new mode 100755 index 0cc2836..a50acb0 --- a/skynet/ipfs/pinner.py +++ b/skynet/ipfs/pinner.py @@ -118,7 +118,8 @@ class SkynetPinner: for cid in cids: n.start_soon(self.task_pin, cid) - except OSError as e: + except OSError: + # TODO, use `logging.exception()` here instead ?? traceback.print_exc() except KeyboardInterrupt: From 1b528e1fa40f6ab0ad7e942ee9d0d00a79ab3441 Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Mon, 3 Feb 2025 10:49:03 -0500 Subject: [PATCH 32/61] Fix non-f-string --- skynet/nodeos.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) mode change 100644 => 100755 skynet/nodeos.py diff --git a/skynet/nodeos.py b/skynet/nodeos.py old mode 100644 new mode 100755 index 10fb76d..f541a52 --- a/skynet/nodeos.py +++ b/skynet/nodeos.py @@ -88,6 +88,8 @@ def open_nodeos(cleanup: bool = True): logging.info(f'GPU KEYS: {(priv, pub)}') cleos.new_account('telos.gpu', ram=4200000, key=pub) + # lol, magic #s much XD ? + # TODO, why is there 4 workers/keys? for i in range(1, 4): priv, pub = cleos.create_key_pair() cleos.import_key(priv) @@ -116,7 +118,7 @@ def open_nodeos(cleanup: bool = True): 'telos.gpu', 'config', ['eosio.token', '4,GPU'], - f'telos.gpu@active' + 'telos.gpu@active' ) assert ec == 0 From 18cdffa70041a6553bee9f571f824f7429015f7e Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Tue, 4 Feb 2025 12:07:43 -0500 Subject: [PATCH 33/61] Doc `GPUConnector.get_full_queue_snapshot()` --- skynet/dgpu/network.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 6b2ed5a..7229e9d 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -164,6 +164,11 @@ class SkynetGPUConnector: # handing in the `snap['queue']` output beforehand? # -> since that call is the only usage of `self`? async def get_full_queue_snapshot(self): + ''' + Keep in-sync with latest (telos chain's smart-contract) table + state by polling (currently with period 1s). + + ''' snap = { 'requests': {}, 'my_results': [] From 336c0122eb737bbd3de620937baa886437049f57 Mon Sep 17 00:00:00 2001 From: Tyler Goodlet Date: Tue, 4 Feb 2025 12:08:46 -0500 Subject: [PATCH 34/61] Tell vim about `uv.lock` toml-ness --- uv.lock | 1 + 1 file changed, 1 insertion(+) diff --git a/uv.lock b/uv.lock index 51d6441..dd706db 100644 --- a/uv.lock +++ b/uv.lock @@ -1,3 +1,4 @@ +# vim: ft=toml version = 1 requires-python = ">=3.10, <3.13" resolution-markers = [ From f2a8f0367fbc970dde45c7bd273976b3e2a5608e Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 16:02:38 -0300 Subject: [PATCH 35/61] Switch failable to use outcome --- pyproject.toml | 1 + skynet/dgpu/network.py | 39 ++++++++++++++++++--------------------- uv.lock | 2 ++ 3 files changed, 21 insertions(+), 21 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 0eccc28..73884a7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,6 +19,7 @@ dependencies = [ "zstandard>=0.23.0,<0.24", "click>=8.1.8,<9", "httpx>=0.28.1,<0.29", + "outcome>=1.3.0.post0", ] [project.scripts] diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 7229e9d..22ee76b 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -12,6 +12,7 @@ import trio import leap import anyio import httpx +import outcome from PIL import ( Image, @@ -36,27 +37,23 @@ from skynet.ipfs import ( REQUEST_UPDATE_TIME: int = 3 -# TODO, consider using the `outcome` lib instead? -# - it's already purpose built for exactly this, boxing (async) -# function invocations.. -# |_ https://outcome.readthedocs.io/en/latest/api.html#outcome.capture -async def failable( - fn: partial, - ret_fail=None, -): - try: - return await fn() - except ( - OSError, - json.JSONDecodeError, - anyio.BrokenResourceError, - httpx.ConnectError, - httpx.ConnectTimeout, - httpx.ReadError, - httpx.ReadTimeout, - leap.errors.TransactionPushError - ): - return ret_fail +async def failable(fn: partial, ret_fail=None): + o = await outcome.acapture(fn) + match o: + case outcome.Error(error=( + OSError() | + json.JSONDecodeError() | + anyio.BrokenResourceError() | + httpx.ConnectError() | + httpx.ConnectTimeout() | + httpx.ReadError() | + httpx.ReadTimeout() | + leap.errors.TransactionPushError() + )): + return ret_fail + + case _: + return o.unwrap() # TODO, again the prefix XD diff --git a/uv.lock b/uv.lock index dd706db..aa03f4a 100644 --- a/uv.lock +++ b/uv.lock @@ -2233,6 +2233,7 @@ dependencies = [ { name = "httpx" }, { name = "msgspec" }, { name = "numpy" }, + { name = "outcome" }, { name = "pillow" }, { name = "protobuf" }, { name = "py-leap" }, @@ -2283,6 +2284,7 @@ requires-dist = [ { name = "httpx", specifier = ">=0.28.1,<0.29" }, { name = "msgspec", specifier = ">=0.19.0,<0.20" }, { name = "numpy", specifier = "<2.1" }, + { name = "outcome", specifier = ">=1.3.0.post0" }, { name = "pillow", specifier = ">=10.0.1,<11" }, { name = "protobuf", specifier = ">=5.29.3,<6" }, { name = "py-leap", git = "https://github.com/guilledk/py-leap.git?rev=v0.1a32" }, From 5f5314cd352a7cf834809cfe6a8ee7d854cc18e4 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 16:59:51 -0300 Subject: [PATCH 36/61] Remove all shebangs --- skynet/__init__.py | 2 -- skynet/cli.py | 2 -- skynet/config.py | 2 -- skynet/constants.py | 1 - skynet/db/__init__.py | 2 -- skynet/db/functions.py | 2 -- skynet/dgpu/__init__.py | 2 -- skynet/dgpu/compute.py | 9 --------- skynet/dgpu/daemon.py | 2 -- skynet/dgpu/errors.py | 3 --- skynet/dgpu/network.py | 2 -- skynet/dgpu/pipes/flux.py | 2 -- skynet/dgpu/pipes/flux_inpaint.py | 2 -- skynet/frontend/__init__.py | 2 -- skynet/frontend/discord/__init__.py | 2 -- skynet/frontend/discord/handlers.py | 2 -- skynet/frontend/discord/utils.py | 2 -- skynet/frontend/telegram/__init__.py | 2 -- skynet/frontend/telegram/handlers.py | 2 -- skynet/frontend/telegram/utils.py | 2 -- skynet/ipfs/__init__.py | 2 -- skynet/ipfs/docker.py | 2 -- skynet/ipfs/pinner.py | 2 -- skynet/nodeos.py | 2 -- skynet/utils.py | 2 -- tests/conftest.py | 2 -- tests/test_deploy.py | 2 -- tests/test_ipfs_client.py | 3 --- 28 files changed, 64 deletions(-) diff --git a/skynet/__init__.py b/skynet/__init__.py index 8d5063a..e69de29 100644 --- a/skynet/__init__.py +++ b/skynet/__init__.py @@ -1,2 +0,0 @@ -#!/usr/bin/python - diff --git a/skynet/cli.py b/skynet/cli.py index 8da96bf..9de9b98 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import json import logging import random diff --git a/skynet/config.py b/skynet/config.py index 109c54c..9470877 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import os import toml diff --git a/skynet/constants.py b/skynet/constants.py index 480a5eb..7431d28 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -1,4 +1,3 @@ -#!/usr/bin/python import msgspec from typing import Literal diff --git a/skynet/db/__init__.py b/skynet/db/__init__.py index ae1dd6b..6ffe5c7 100644 --- a/skynet/db/__init__.py +++ b/skynet/db/__init__.py @@ -1,3 +1 @@ -#!/usr/bin/python - from .functions import open_new_database, open_database_connection diff --git a/skynet/db/functions.py b/skynet/db/functions.py index 91a493e..c4a0331 100644 --- a/skynet/db/functions.py +++ b/skynet/db/functions.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import time import random import string diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index b454a95..e906418 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import trio from hypercorn.config import Config diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 535dfcc..6b2f092 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -1,12 +1,3 @@ -#!/usr/bin/python -# ^TODO? again, why.. -# -# Do we expect this mod -# to be invoked? if so why is there no -# `if __name__ == '__main__'` guard? -# -# if anything this should contain a license header ;) - ''' Skynet Memory Manager diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index db8da86..c95e1ca 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - from datetime import datetime from functools import partial from hashlib import sha256 diff --git a/skynet/dgpu/errors.py b/skynet/dgpu/errors.py index 3c4992c..fa92e8d 100755 --- a/skynet/dgpu/errors.py +++ b/skynet/dgpu/errors.py @@ -1,6 +1,3 @@ -#!/usr/bin/python -# ^TODO, why.. - class DGPUComputeError(BaseException): ... diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 22ee76b..1a8ebd6 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import io import json import time diff --git a/skynet/dgpu/pipes/flux.py b/skynet/dgpu/pipes/flux.py index 57642c0..4b02a49 100644 --- a/skynet/dgpu/pipes/flux.py +++ b/skynet/dgpu/pipes/flux.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import torch from diffusers import ( diff --git a/skynet/dgpu/pipes/flux_inpaint.py b/skynet/dgpu/pipes/flux_inpaint.py index 2f88d58..d13a2b5 100644 --- a/skynet/dgpu/pipes/flux_inpaint.py +++ b/skynet/dgpu/pipes/flux_inpaint.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import torch from diffusers import ( diff --git a/skynet/frontend/__init__.py b/skynet/frontend/__init__.py index bb5e9bc..0404f2f 100644 --- a/skynet/frontend/__init__.py +++ b/skynet/frontend/__init__.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import random from ..constants import * diff --git a/skynet/frontend/discord/__init__.py b/skynet/frontend/discord/__init__.py index 9bfcf08..bae9a8d 100755 --- a/skynet/frontend/discord/__init__.py +++ b/skynet/frontend/discord/__init__.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - from json import JSONDecodeError import random import logging diff --git a/skynet/frontend/discord/handlers.py b/skynet/frontend/discord/handlers.py index 95bfc52..a2b677e 100644 --- a/skynet/frontend/discord/handlers.py +++ b/skynet/frontend/discord/handlers.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import io import json import logging diff --git a/skynet/frontend/discord/utils.py b/skynet/frontend/discord/utils.py index 8f6d484..1fdcc32 100644 --- a/skynet/frontend/discord/utils.py +++ b/skynet/frontend/discord/utils.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import json import logging import traceback diff --git a/skynet/frontend/telegram/__init__.py b/skynet/frontend/telegram/__init__.py index 2dd54a3..540a240 100644 --- a/skynet/frontend/telegram/__init__.py +++ b/skynet/frontend/telegram/__init__.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import io import random import logging diff --git a/skynet/frontend/telegram/handlers.py b/skynet/frontend/telegram/handlers.py index 6a1eb20..e9eaebb 100644 --- a/skynet/frontend/telegram/handlers.py +++ b/skynet/frontend/telegram/handlers.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import io import json import logging diff --git a/skynet/frontend/telegram/utils.py b/skynet/frontend/telegram/utils.py index 9d6f927..13271fb 100644 --- a/skynet/frontend/telegram/utils.py +++ b/skynet/frontend/telegram/utils.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import json import logging import traceback diff --git a/skynet/ipfs/__init__.py b/skynet/ipfs/__init__.py index 5a6384f..125c225 100644 --- a/skynet/ipfs/__init__.py +++ b/skynet/ipfs/__init__.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import logging from pathlib import Path diff --git a/skynet/ipfs/docker.py b/skynet/ipfs/docker.py index 69f564a..c2da5fb 100755 --- a/skynet/ipfs/docker.py +++ b/skynet/ipfs/docker.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import sys import logging diff --git a/skynet/ipfs/pinner.py b/skynet/ipfs/pinner.py index a50acb0..dc9fe2d 100755 --- a/skynet/ipfs/pinner.py +++ b/skynet/ipfs/pinner.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import logging import traceback diff --git a/skynet/nodeos.py b/skynet/nodeos.py index f541a52..d5d05b4 100755 --- a/skynet/nodeos.py +++ b/skynet/nodeos.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python3 - import json import time import logging diff --git a/skynet/utils.py b/skynet/utils.py index 24ac04f..f29bea2 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import io import os import sys diff --git a/tests/conftest.py b/tests/conftest.py index 0ea4821..34309dd 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,5 +1,3 @@ -#!/usr/bin/python - import pytest from skynet.config import * diff --git a/tests/test_deploy.py b/tests/test_deploy.py index 62ef635..bfd93d9 100644 --- a/tests/test_deploy.py +++ b/tests/test_deploy.py @@ -1,5 +1,3 @@ -#!/usr/bin/env python3 - import time import json diff --git a/tests/test_ipfs_client.py b/tests/test_ipfs_client.py index 5ad4409..a400cdf 100644 --- a/tests/test_ipfs_client.py +++ b/tests/test_ipfs_client.py @@ -1,6 +1,3 @@ -#!/usr/bin/python - - from pathlib import Path From f0604f54fb3e47f13b0b3876c9b4185d767d0640 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 17:00:44 -0300 Subject: [PATCH 37/61] Fix some import related TODOs --- skynet/dgpu/compute.py | 7 ------- skynet/dgpu/daemon.py | 7 +++---- skynet/dgpu/network.py | 10 +--------- 3 files changed, 4 insertions(+), 20 deletions(-) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 6b2f092..f069e60 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -7,17 +7,10 @@ import gc import logging from hashlib import sha256 -# import zipfile -# from PIL import Image -# from diffusers import DiffusionPipeline import trio import torch -# from skynet.constants import ( -# DEFAULT_INITAL_MODEL, -# MODELS, -# ) from skynet.dgpu.errors import ( DGPUComputeError, DGPUInferenceCancelled, diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index c95e1ca..0f49ff7 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -1,11 +1,10 @@ -from datetime import datetime -from functools import partial -from hashlib import sha256 import json import logging import random -# import traceback import time +from datetime import datetime +from functools import partial +from hashlib import sha256 import trio from quart import jsonify diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 1a8ebd6..a6753aa 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -2,7 +2,6 @@ import io import json import time import logging - from pathlib import Path from functools import partial @@ -11,12 +10,7 @@ import leap import anyio import httpx import outcome - -from PIL import ( - Image, - # UnidentifiedImageError, # TODO, remove? -) - +from PIL import Image from leap.cleos import CLEOS from leap.protocol import Asset from skynet.constants import ( @@ -28,8 +22,6 @@ from skynet.ipfs import ( AsyncIPFSHTTP, get_ipfs_file, ) -# TODO, remove? -# from skynet.dgpu.errors import DGPUComputeError REQUEST_UPDATE_TIME: int = 3 From 1b437b761b9d9ba8e69694d15b3ffc50e90dc2c5 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 18:31:12 -0300 Subject: [PATCH 38/61] Change dgpu submodules classes name per fomos suggestion --- skynet/dgpu/__init__.py | 14 +++++++------- skynet/dgpu/compute.py | 3 +-- skynet/dgpu/daemon.py | 19 +++++++++---------- skynet/dgpu/network.py | 5 +---- tests/conftest.py | 12 ++++++------ tests/test_reqs.py | 2 +- 6 files changed, 25 insertions(+), 30 deletions(-) diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index e906418..eb93697 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -4,21 +4,21 @@ from hypercorn.config import Config from hypercorn.trio import serve from quart_trio import QuartTrio as Quart -from skynet.dgpu.compute import SkynetMM -from skynet.dgpu.daemon import SkynetDGPUDaemon -from skynet.dgpu.network import SkynetGPUConnector +from skynet.dgpu.compute import ModelMngr +from skynet.dgpu.daemon import WorkerDaemon +from skynet.dgpu.network import NetConnector async def open_dgpu_node(config: dict) -> None: ''' Open a top level "GPU mgmt daemon", keep the - `SkynetDGPUDaemon._snap: dict[str, list|dict]` table + `WorkerDaemon._snap: dict[str, list|dict]` table and *maybe* serve a `hypercorn` web API. ''' - conn = SkynetGPUConnector(config) - mm = SkynetMM(config) - daemon = SkynetDGPUDaemon(mm, conn, config) + conn = NetConnector(config) + mm = ModelMngr(config) + daemon = WorkerDaemon(mm, conn, config) api: Quart|None = None if 'api_bind' in config: diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index f069e60..085b2a3 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -66,8 +66,7 @@ def prepare_params_for_diffuse( ) -# TODO, yet again - drop the redundant prefix ;) -class SkynetMM: +class ModelMngr: ''' (AI algo) Model manager for loading models, computing outputs, checking load state, and unloading when no-longer-needed/finished. diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 0f49ff7..a709d0b 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -17,8 +17,8 @@ from skynet.constants import ( from skynet.dgpu.errors import ( DGPUComputeError, ) -from skynet.dgpu.compute import SkynetMM -from skynet.dgpu.network import SkynetGPUConnector +from skynet.dgpu.compute import ModelMngr +from skynet.dgpu.network import NetConnector def convert_reward_to_int(reward_str): @@ -29,8 +29,7 @@ def convert_reward_to_int(reward_str): return int(int_part + decimal_part) -# prolly don't need the `Skynet` prefix since that's kinda implied ;p -class SkynetDGPUDaemon: +class WorkerDaemon: ''' The root "GPU daemon". @@ -40,12 +39,12 @@ class SkynetDGPUDaemon: ''' def __init__( self, - mm: SkynetMM, - conn: SkynetGPUConnector, + mm: ModelMngr, + conn: NetConnector, config: dict ): - self.mm: SkynetMM = mm - self.conn: SkynetGPUConnector = conn + self.mm: ModelMngr = mm + self.conn: NetConnector = conn self.auto_withdraw = ( config['auto_withdraw'] if 'auto_withdraw' in config else False @@ -147,7 +146,7 @@ class SkynetDGPUDaemon: # TODO? this func is kinda big and maybe is better at module # level to reduce indentation? - # -[ ] just pass `daemon: SkynetDGPUDaemon` vs. `self` + # -[ ] just pass `daemon: WorkerDaemon` vs. `self` async def maybe_serve_one( self, req: dict, @@ -271,7 +270,7 @@ class SkynetDGPUDaemon: # TODO, as per above on `.maybe_serve_one()`, it's likely a bit # more *trionic* to define this all as a module level task-func - # which operates on a `daemon: SkynetDGPUDaemon`? + # which operates on a `daemon: WorkerDaemon`? # # -[ ] keeps tasks-as-funcs style prominent # -[ ] avoids so much indentation due to methods diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index a6753aa..e80bea3 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -46,10 +46,7 @@ async def failable(fn: partial, ret_fail=None): return o.unwrap() -# TODO, again the prefix XD -# -[ ] better name then `GPUConnector` ?? -# |_ `Compute[Net]IO[Mngr]` -class SkynetGPUConnector: +class NetConnector: ''' An API for connecting to and conducting various "high level" network-service operations in the skynet. diff --git a/tests/conftest.py b/tests/conftest.py index 34309dd..f990935 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -24,17 +24,17 @@ def cleos(): @pytest.fixture(scope='session') def dgpu(): - from skynet.dgpu.network import SkynetGPUConnector - from skynet.dgpu.compute import SkynetMM - from skynet.dgpu.daemon import SkynetDGPUDaemon + from skynet.dgpu.network import NetConnector + from skynet.dgpu.compute import ModelMngr + from skynet.dgpu.daemon import WorkerDaemon config = load_skynet_toml(file_path='skynet.toml') hf_token = load_key(config, 'skynet.dgpu.hf_token') hf_home = load_key(config, 'skynet.dgpu.hf_home') set_hf_vars(hf_token, hf_home) config = config['skynet']['dgpu'] - conn = SkynetGPUConnector(config) - mm = SkynetMM(config) - daemon = SkynetDGPUDaemon(mm, conn, config) + conn = NetConnector(config) + mm = ModelMngr(config) + daemon = WorkerDaemon(mm, conn, config) yield conn, mm, daemon diff --git a/tests/test_reqs.py b/tests/test_reqs.py index d55c940..48ca886 100644 --- a/tests/test_reqs.py +++ b/tests/test_reqs.py @@ -1,6 +1,6 @@ import json -from skynet.dgpu.compute import SkynetMM +from skynet.dgpu.compute import ModelMngr from skynet.constants import * from skynet.config import * From 62f891c0174c01a9e622e3e1c84444994f9e401b Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 18:43:42 -0300 Subject: [PATCH 39/61] Rename my_results --- skynet/dgpu/daemon.py | 8 +++----- skynet/dgpu/network.py | 8 ++++---- 2 files changed, 7 insertions(+), 9 deletions(-) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index a709d0b..d874e37 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -71,9 +71,7 @@ class WorkerDaemon: self._snap = { 'queue': [], 'requests': {}, - 'my_results': [] - # ^and here i thot they were **my** results.. - # :sadcat: + 'results': [] } self._benchmark: list[float] = [] @@ -178,9 +176,9 @@ class WorkerDaemon: if model in self.model_blacklist: return False - my_results = [res['id'] for res in self._snap['my_results']] + results = [res['id'] for res in self._snap['results']] if ( - rid not in my_results + rid not in results and rid in self._snap['requests'] ): diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index e80bea3..7915b3d 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -155,7 +155,7 @@ class NetConnector: ''' snap = { 'requests': {}, - 'my_results': [] + 'results': [] } snap['queue'] = await self.get_work_requests_last_hour() @@ -164,7 +164,7 @@ class NetConnector: d[key] = await fn(*args, **kwargs) async with trio.open_nursery() as n: - n.start_soon(_run_and_save, snap, 'my_results', self.find_my_results) + n.start_soon(_run_and_save, snap, 'results', self.find_results) for req in snap['queue']: n.start_soon( _run_and_save, snap['requests'], req['id'], self.get_status_by_request_id, req['id']) @@ -232,8 +232,8 @@ class NetConnector: ) ) - async def find_my_results(self): - logging.info('find_my_results') + async def find_results(self): + logging.info('find_results') return await failable( partial( self.cleos.aget_table, From eaad7d9112d8a1c0c6c22933d87d6f648b9269c5 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 18:45:18 -0300 Subject: [PATCH 40/61] Remove todo about hardcoded numbers in test setup --- skynet/nodeos.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/skynet/nodeos.py b/skynet/nodeos.py index d5d05b4..6b9f756 100755 --- a/skynet/nodeos.py +++ b/skynet/nodeos.py @@ -86,8 +86,6 @@ def open_nodeos(cleanup: bool = True): logging.info(f'GPU KEYS: {(priv, pub)}') cleos.new_account('telos.gpu', ram=4200000, key=pub) - # lol, magic #s much XD ? - # TODO, why is there 4 workers/keys? for i in range(1, 4): priv, pub = cleos.create_key_pair() cleos.import_key(priv) From e09652eaaed8136300a8db1c9bf4ea9d7eaf5a3a Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 18:48:29 -0300 Subject: [PATCH 41/61] Drop old ipfs node docker managment --- skynet/ipfs/docker.py | 69 ------------------------------------------- tests/conftest.py | 4 +-- 2 files changed, 1 insertion(+), 72 deletions(-) delete mode 100755 skynet/ipfs/docker.py diff --git a/skynet/ipfs/docker.py b/skynet/ipfs/docker.py deleted file mode 100755 index c2da5fb..0000000 --- a/skynet/ipfs/docker.py +++ /dev/null @@ -1,69 +0,0 @@ -import sys -import logging - -from pathlib import Path -from contextlib import contextmanager as cm - -import docker - -from docker.types import Mount - - -@cm -def open_ipfs_node( - name: str = 'skynet-ipfs', - teardown: bool = False, - peers: list[str] = [] -): - dclient = docker.from_env() - - container = None - try: - container = dclient.containers.get(name) - - except docker.errors.NotFound: - data_dir = Path().resolve() / 'ipfs-docker-data' - data_dir.mkdir(parents=True, exist_ok=True) - - data_target = '/data/ipfs' - - container = dclient.containers.run( - 'ipfs/go-ipfs:latest', - name='skynet-ipfs', - ports={ - '8080/tcp': 8080, - '4001/tcp': 4001, - '5001/tcp': ('127.0.0.1', 5001) - }, - mounts=[ - Mount(data_target, str(data_dir), 'bind') - ], - detach=True, - remove=True - ) - - uid, gid = 1000, 1000 - - if sys.platform != 'win32': - ec, out = container.exec_run(['chown', f'{uid}:{gid}', '-R', data_target]) - logging.info(out) - assert ec == 0 - - for log in container.logs(stream=True): - log = log.decode().rstrip() - logging.info(log) - if 'Daemon is ready' in log: - break - - for peer in peers: - ec, out = container.exec_run( - ['ipfs', 'swarm', 'connect', peer]) - if ec != 0: - logging.error(out) - - # TODO, why not deliver some kinda API here for controlling the - # ipfs node? - yield - - if teardown and container: - container.stop() diff --git a/tests/conftest.py b/tests/conftest.py index f990935..56c0780 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -2,14 +2,12 @@ import pytest from skynet.config import * from skynet.ipfs import AsyncIPFSHTTP -from skynet.ipfs.docker import open_ipfs_node from skynet.nodeos import open_nodeos @pytest.fixture(scope='session') def ipfs_client(): - with open_ipfs_node(teardown=True): - yield AsyncIPFSHTTP('http://127.0.0.1:5001') + yield AsyncIPFSHTTP('http://127.0.0.1:5001') @pytest.fixture(scope='session') def postgres_db(): From cc7015eb0350546fb4ada92f3faa87466d07744a Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 18:58:55 -0300 Subject: [PATCH 42/61] Rework if statement to reduce indentation, add comment about logic --- skynet/dgpu/daemon.py | 169 +++++++++++++++++++++--------------------- 1 file changed, 83 insertions(+), 86 deletions(-) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index d874e37..1e7cdb5 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -177,94 +177,91 @@ class WorkerDaemon: return False results = [res['id'] for res in self._snap['results']] - if ( - rid not in results - and - rid in self._snap['requests'] - ): - statuses = self._snap['requests'][rid] - if len(statuses) == 0: - inputs = [] - for _input in req['binary_data'].split(','): - if _input: - for _ in range(3): - try: - # user `GPUConnector` to IO with - # storage layer to seed the compute - # task. - img = await self.conn.get_input_data(_input) - inputs.append(img) - break - except BaseException: - logging.exception( - 'Model input error !?!\n' - ) - - hash_str = ( - str(req['nonce']) - + - req['body'] - + - req['binary_data'] - ) - logging.info(f'hashing: {hash_str}') - request_hash = sha256(hash_str.encode('utf-8')).hexdigest() - - # TODO: validate request - - # perform work - logging.info(f'working on {body}') - - resp = await self.conn.begin_work(rid) - if not resp or 'code' in resp: - logging.info('probably being worked on already... skip.') - - else: - try: - output_type = 'png' - if 'output_type' in body['params']: - output_type = body['params']['output_type'] - - output = None - output_hash = None - match self.backend: - case 'sync-on-thread': - self.mm._should_cancel = self.should_cancel_work - output_hash, output = await trio.to_thread.run_sync( - partial( - self.mm.compute_one, - rid, - body['method'], body['params'], - inputs=inputs - ) - ) - - case _: - raise DGPUComputeError( - f'Unsupported backend {self.backend}' - ) - - self._last_generation_ts: str = datetime.now().isoformat() - self._last_benchmark: list[float] = self._benchmark - self._benchmark: list[float] = [] - - ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) - - await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) - - except BaseException as err: - logging.exception('Failed to serve model request !?\n') - # traceback.print_exc() # TODO? <- replaced by above ya? - await self.conn.cancel_work(rid, str(err)) - - finally: - return True - - # TODO, i would inverse this case logic to avoid an indent - # level in above block ;) - else: + # if worker is already on that request or + # if worker has a stale status for that request + if rid in results or rid not in self._snap['requests']: logging.info(f'request {rid} already beign worked on, skip...') + return + + statuses = self._snap['requests'][rid] + if len(statuses) == 0: + inputs = [] + for _input in req['binary_data'].split(','): + if _input: + for _ in range(3): + try: + # user `GPUConnector` to IO with + # storage layer to seed the compute + # task. + img = await self.conn.get_input_data(_input) + inputs.append(img) + break + + except BaseException: + logging.exception( + 'Model input error !?!\n' + ) + + hash_str = ( + str(req['nonce']) + + + req['body'] + + + req['binary_data'] + ) + logging.info(f'hashing: {hash_str}') + request_hash = sha256(hash_str.encode('utf-8')).hexdigest() + + # TODO: validate request + + # perform work + logging.info(f'working on {body}') + + resp = await self.conn.begin_work(rid) + if not resp or 'code' in resp: + logging.info('probably being worked on already... skip.') + + else: + try: + output_type = 'png' + if 'output_type' in body['params']: + output_type = body['params']['output_type'] + + output = None + output_hash = None + match self.backend: + case 'sync-on-thread': + self.mm._should_cancel = self.should_cancel_work + output_hash, output = await trio.to_thread.run_sync( + partial( + self.mm.compute_one, + rid, + body['method'], body['params'], + inputs=inputs + ) + ) + + case _: + raise DGPUComputeError( + f'Unsupported backend {self.backend}' + ) + + self._last_generation_ts: str = datetime.now().isoformat() + self._last_benchmark: list[float] = self._benchmark + self._benchmark: list[float] = [] + + ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) + + await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) + + except BaseException as err: + logging.exception('Failed to serve model request !?\n') + # traceback.print_exc() # TODO? <- replaced by above ya? + await self.conn.cancel_work(rid, str(err)) + + finally: + return True # TODO, as per above on `.maybe_serve_one()`, it's likely a bit # more *trionic* to define this all as a module level task-func From a5dbe5ab123355967d11e943ee1e4c90f419124a Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 20:07:45 -0300 Subject: [PATCH 43/61] Further improvements in indentation and logic in daemons maybe_serve_one, also might of fixed a bug related to using id instead of request_id in the search existing results phase, and add way more logging --- skynet/dgpu/__init__.py | 7 ++ skynet/dgpu/compute.py | 14 ++-- skynet/dgpu/daemon.py | 171 ++++++++++++++++++++++------------------ skynet/dgpu/network.py | 53 ++++++------- 4 files changed, 130 insertions(+), 115 deletions(-) diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index eb93697..4371f83 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -1,3 +1,5 @@ +import logging + import trio from hypercorn.config import Config @@ -16,6 +18,10 @@ async def open_dgpu_node(config: dict) -> None: and *maybe* serve a `hypercorn` web API. ''' + + # suppress logs from httpx (logs url + status after every query) + logging.getLogger("httpx").setLevel(logging.WARNING) + conn = NetConnector(config) mm = ModelMngr(config) daemon = WorkerDaemon(mm, conn, config) @@ -33,6 +39,7 @@ async def open_dgpu_node(config: dict) -> None: # TODO, consider a more explicit `as hypercorn_serve` # to clarify? if api: + logging.info(f'serving api @ {config["api_bind"]}') tn.start_soon(serve, api, api_conf) # block until cancelled diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 085b2a3..8b10bd7 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -83,8 +83,8 @@ class ModelMngr: # self.load_model(DEFAULT_INITAL_MODEL, 'txt2img') def log_debug_info(self): - logging.info('memory summary:') - logging.info('\n' + torch.cuda.memory_summary()) + logging.debug('memory summary:') + logging.debug('\n' + torch.cuda.memory_summary()) def is_model_loaded(self, name: str, mode: str): if (name == self._model_name and @@ -114,6 +114,8 @@ class ModelMngr: name, mode, cache_dir=self.cache_dir) self._model_mode = mode self._model_name = name + logging.info('{name} loaded!') + self.log_debug_info() def compute_one( self, @@ -126,11 +128,7 @@ class ModelMngr: if self._should_cancel: should_raise = trio.from_thread.run(self._should_cancel, request_id) if should_raise: - logging.warn(f'cancelling work at step {step}') - - # ?TODO, this is never caught, so why is it - # raised specially? - raise DGPUInferenceCancelled() + logging.warn(f'CANCELLING work at step {step}') return {} @@ -206,8 +204,6 @@ class ModelMngr: raise DGPUComputeError('Unsupported compute method') except BaseException as err: - logging.error(err) - # to see the src exc in tb raise DGPUComputeError(str(err)) from err finally: diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 1e7cdb5..137259b 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -105,7 +105,11 @@ class WorkerDaemon: for status in self._snap['requests'][request_id] if status['worker'] != self.account ]) - return bool(self.non_compete & competitors) + logging.info('should cancel work?') + logging.info(f'competitors: {competitors}') + should_cancel = bool(self.non_compete & competitors) + logging.info(f'cancel: {should_cancel}') + return should_cancel async def snap_updater_task(self): @@ -150,6 +154,7 @@ class WorkerDaemon: req: dict, ): rid = req['id'] + logging.info(f'maybe serve request #{rid}') # parse request body = json.loads(req['body']) @@ -161,7 +166,7 @@ class WorkerDaemon: and model not in MODELS ): - logging.warning(f'Unknown model {model}') + logging.warning(f'unknown model {model}!, skip...') return False # only handle whitelisted models @@ -170,98 +175,110 @@ class WorkerDaemon: and model not in self.model_whitelist ): + logging.warning('model not whitelisted!, skip...') return False # if blacklist contains model skip if model in self.model_blacklist: + logging.warning('model not blacklisted!, skip...') return False - results = [res['id'] for res in self._snap['results']] + results = [res['request_id'] for res in self._snap['results']] - # if worker is already on that request or - # if worker has a stale status for that request - if rid in results or rid not in self._snap['requests']: - logging.info(f'request {rid} already beign worked on, skip...') - return + # if worker already produced a result for this request + if rid in results: + logging.info(f'worker already submitted a result for request #{rid}, skip...') + return False statuses = self._snap['requests'][rid] - if len(statuses) == 0: - inputs = [] - for _input in req['binary_data'].split(','): - if _input: - for _ in range(3): - try: - # user `GPUConnector` to IO with - # storage layer to seed the compute - # task. - img = await self.conn.get_input_data(_input) - inputs.append(img) - break - except BaseException: - logging.exception( - 'Model input error !?!\n' + # skip if workers in non_compete already on it + competitors = set((status['worker'] for status in statuses)) + if bool(self.non_compete & competitors): + logging.info('worker in configured non_compete list already working on request, skip...') + return False + + # resolve the ipfs hashes into the actual data behind them + inputs = [] + raw_inputs = req['binary_data'].split(',') + if raw_inputs: + logging.info(f'fetching IPFS inputs: {raw_inputs}') + + retry = 3 + for _input in req['binary_data'].split(','): + if _input: + for r in range(retry): + try: + # user `GPUConnector` to IO with + # storage layer to seed the compute + # task. + img = await self.conn.get_input_data(_input) + inputs.append(img) + logging.info(f'retrieved {_input}!') + break + + except BaseException: + logging.exception( + f'IPFS fetch input error !?! retries left {retry - r - 1}\n' + ) + + # compute unique request hash used on submit + hash_str = ( + str(req['nonce']) + + + req['body'] + + + req['binary_data'] + ) + logging.debug(f'hashing: {hash_str}') + request_hash = sha256(hash_str.encode('utf-8')).hexdigest() + logging.info(f'calculated request hash: {request_hash}') + + # TODO: validate request + + resp = await self.conn.begin_work(rid) + if not resp or 'code' in resp: + logging.info('begin_work error, probably being worked on already... skip.') + + else: + try: + output_type = 'png' + if 'output_type' in body['params']: + output_type = body['params']['output_type'] + + output = None + output_hash = None + match self.backend: + case 'sync-on-thread': + self.mm._should_cancel = self.should_cancel_work + output_hash, output = await trio.to_thread.run_sync( + partial( + self.mm.compute_one, + rid, + body['method'], body['params'], + inputs=inputs ) + ) - hash_str = ( - str(req['nonce']) - + - req['body'] - + - req['binary_data'] - ) - logging.info(f'hashing: {hash_str}') - request_hash = sha256(hash_str.encode('utf-8')).hexdigest() + case _: + raise DGPUComputeError( + f'Unsupported backend {self.backend}' + ) - # TODO: validate request + self._last_generation_ts: str = datetime.now().isoformat() + self._last_benchmark: list[float] = self._benchmark + self._benchmark: list[float] = [] - # perform work - logging.info(f'working on {body}') + ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) - resp = await self.conn.begin_work(rid) - if not resp or 'code' in resp: - logging.info('probably being worked on already... skip.') + await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) - else: - try: - output_type = 'png' - if 'output_type' in body['params']: - output_type = body['params']['output_type'] + except BaseException as err: + logging.exception('Failed to serve model request !?\n') + await self.conn.cancel_work(rid, str(err)) - output = None - output_hash = None - match self.backend: - case 'sync-on-thread': - self.mm._should_cancel = self.should_cancel_work - output_hash, output = await trio.to_thread.run_sync( - partial( - self.mm.compute_one, - rid, - body['method'], body['params'], - inputs=inputs - ) - ) - - case _: - raise DGPUComputeError( - f'Unsupported backend {self.backend}' - ) - - self._last_generation_ts: str = datetime.now().isoformat() - self._last_benchmark: list[float] = self._benchmark - self._benchmark: list[float] = [] - - ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) - - await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) - - except BaseException as err: - logging.exception('Failed to serve model request !?\n') - # traceback.print_exc() # TODO? <- replaced by above ya? - await self.conn.cancel_work(rid, str(err)) - - finally: - return True + finally: + return True # TODO, as per above on `.maybe_serve_one()`, it's likely a bit # more *trionic* to define this all as a module level task-func diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 7915b3d..45c19fe 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -72,9 +72,6 @@ class NetConnector: self.cleos = CLEOS(endpoint=self.node_url) self.cleos.load_abi('gpu.scd', GPU_CONTRACT_ABI) - self.ipfs_gateway_url = None - if 'ipfs_gateway_url' in config: - self.ipfs_gateway_url = config['ipfs_gateway_url'] self.ipfs_url = config['ipfs_url'] self.ipfs_client = AsyncIPFSHTTP(self.ipfs_url) @@ -89,7 +86,7 @@ class NetConnector: async def get_work_requests_last_hour(self): logging.info('get_work_requests_last_hour') - return await failable( + rows = await failable( partial( self.cleos.aget_table, 'gpu.scd', 'gpu.scd', 'queue', @@ -98,13 +95,19 @@ class NetConnector: lower_bound=int(time.time()) - 3600 ), ret_fail=[]) + logging.info(f'found {len(rows)} requests on queue') + return rows + async def get_status_by_request_id(self, request_id: int): logging.info('get_status_by_request_id') - return await failable( + rows = await failable( partial( self.cleos.aget_table, 'gpu.scd', request_id, 'status'), ret_fail=[]) + logging.info(f'found status for workers: {[r["worker"] for r in rows]}') + return rows + async def get_global_config(self): logging.info('get_global_config') rows = await failable( @@ -113,8 +116,11 @@ class NetConnector: 'gpu.scd', 'gpu.scd', 'config')) if rows: - return rows[0] + cfg = rows[0] + logging.info(f'config found: {cfg}') + return cfg else: + logging.error('global config not found, is the contract initialized?') return None async def get_worker_balance(self): @@ -130,20 +136,13 @@ class NetConnector: )) if rows: - return rows[0]['balance'] + b = rows[0]['balance'] + logging.info(f'balance: {b}') + return b else: + logging.info('no balance info found') return None - async def get_competitors_for_req(self, request_id: int) -> set: - competitors = [ - status['worker'] - for status in - (await self.get_status_by_request_id(request_id)) - if status['worker'] != self.account - ] - logging.info(f'competitors: {competitors}') - return set(competitors) - # TODO, considery making this a NON-method and instead # handing in the `snap['queue']` output beforehand? # -> since that call is the only usage of `self`? @@ -177,7 +176,7 @@ class NetConnector: step. ''' - logging.info('begin_work') + logging.info(f'begin_work on #{request_id}') return await failable( partial( self.cleos.a_push_action, @@ -194,7 +193,7 @@ class NetConnector: ) async def cancel_work(self, request_id: int, reason: str): - logging.info('cancel_work') + logging.info(f'cancel_work on #{request_id}') return await failable( partial( self.cleos.a_push_action, @@ -234,7 +233,7 @@ class NetConnector: async def find_results(self): logging.info('find_results') - return await failable( + rows = await failable( partial( self.cleos.aget_table, 'gpu.scd', 'gpu.scd', 'results', @@ -244,6 +243,7 @@ class NetConnector: upper_bound=self.account ) ) + return rows async def submit_work( self, @@ -252,7 +252,7 @@ class NetConnector: result_hash: str, ipfs_hash: str ): - logging.info('submit_work') + logging.info('submit_work #{request_id}') return await failable( partial( self.cleos.a_push_action, @@ -285,17 +285,12 @@ class NetConnector: case _: raise ValueError(f'Unsupported output type: {typ}') - if self.ipfs_gateway_url: - # check peer connections, reconnect to skynet gateway if not - gateway_id = Path(self.ipfs_gateway_url).name - peers = await self.ipfs_client.peers() - if gateway_id not in [p['Peer'] for p in peers]: - await self.ipfs_client.connect(self.ipfs_gateway_url) - file_info = await self.ipfs_client.add(Path(target_file)) file_cid = file_info['Hash'] + logging.info(f'added file to ipfs, CID: {file_cid}') await self.ipfs_client.pin(file_cid) + logging.info(f'pinned {file_cid}') return file_cid @@ -311,11 +306,11 @@ class NetConnector: link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' res = await get_ipfs_file(link, timeout=1) - logging.info(f'got response from {link}') if not res or res.status_code != 200: logging.warning(f'couldn\'t get ipfs binary data at {link}!') # attempt to decode as image input_data = Image.open(io.BytesIO(res.raw)) + logging.info('decoded as image successfully') return input_data From 4c9be4e63e69ce2e5a7a4756ef4488feba412aa5 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Mon, 3 Feb 2025 21:08:54 -0300 Subject: [PATCH 44/61] Fix cancellation system and provide a reason for the raise --- skynet/dgpu/compute.py | 8 ++++++-- skynet/dgpu/daemon.py | 13 ++++++++++--- 2 files changed, 16 insertions(+), 5 deletions(-) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 8b10bd7..56403a1 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -114,7 +114,7 @@ class ModelMngr: name, mode, cache_dir=self.cache_dir) self._model_mode = mode self._model_name = name - logging.info('{name} loaded!') + logging.info(f'{name} loaded!') self.log_debug_info() def compute_one( @@ -125,10 +125,14 @@ class ModelMngr: inputs: list[bytes] = [] ): def maybe_cancel_work(step, *args, **kwargs): + '''This is a callback function that gets invoked every inference step, + we need to raise an exception here if we need to cancel work + ''' if self._should_cancel: should_raise = trio.from_thread.run(self._should_cancel, request_id) if should_raise: - logging.warn(f'CANCELLING work at step {step}') + logging.warning(f'CANCELLING work at step {step}') + raise DGPUInferenceCancelled('network cancel') return {} diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 137259b..bfcab79 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -100,12 +100,16 @@ class WorkerDaemon: async def should_cancel_work(self, request_id: int): self._benchmark.append(time.time()) + logging.info('should cancel work?') + if request_id not in self._snap['requests']: + logging.info(f'request #{request_id} no longer in queue, likely its been filled by another worker, cancelling work...') + return True + competitors = set([ status['worker'] for status in self._snap['requests'][request_id] if status['worker'] != self.account ]) - logging.info('should cancel work?') logging.info(f'competitors: {competitors}') should_cancel = bool(self.non_compete & competitors) logging.info(f'cancel: {should_cancel}') @@ -274,8 +278,11 @@ class WorkerDaemon: await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) except BaseException as err: - logging.exception('Failed to serve model request !?\n') - await self.conn.cancel_work(rid, str(err)) + if 'network cancel' not in str(err): + logging.exception('Failed to serve model request !?\n') + + if rid in self._snap['requests']: + await self.conn.cancel_work(rid, 'reason not provided') finally: return True From e66f8d74fde71821522815f7baa0fdf626e8f966 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Wed, 5 Feb 2025 00:40:37 -0300 Subject: [PATCH 45/61] Fix asks -> httpx bug on get_ipfs_link response handling --- skynet/dgpu/network.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 45c19fe..2b67362 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -310,7 +310,7 @@ class NetConnector: logging.warning(f'couldn\'t get ipfs binary data at {link}!') # attempt to decode as image - input_data = Image.open(io.BytesIO(res.raw)) + input_data = Image.open(io.BytesIO(res.read())) logging.info('decoded as image successfully') return input_data From 8b45fb597995da6b6ee7f77914f6b22a5c196cd2 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Wed, 5 Feb 2025 15:35:40 -0300 Subject: [PATCH 46/61] Begin adding TUI --- pyproject.toml | 1 + skynet/dgpu/__init__.py | 43 ++++++- skynet/dgpu/compute.py | 39 +++++-- skynet/dgpu/daemon.py | 23 +++- skynet/dgpu/network.py | 10 +- skynet/dgpu/tui.py | 248 ++++++++++++++++++++++++++++++++++++++++ skynet/utils.py | 25 +++- uv.lock | 24 ++++ 8 files changed, 391 insertions(+), 22 deletions(-) create mode 100644 skynet/dgpu/tui.py diff --git a/pyproject.toml b/pyproject.toml index 73884a7..94a9740 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -61,6 +61,7 @@ cuda = [ "basicsr>=1.4.2,<2", "realesrgan>=0.3.0,<0.4", "sentencepiece>=0.2.0", + "urwid>=2.6.16", ] [tool.uv] diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 4371f83..59af61c 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -1,4 +1,5 @@ import logging +import warnings import trio @@ -6,11 +7,31 @@ from hypercorn.config import Config from hypercorn.trio import serve from quart_trio import QuartTrio as Quart +from skynet.dgpu.tui import WorkerMonitor from skynet.dgpu.compute import ModelMngr from skynet.dgpu.daemon import WorkerDaemon from skynet.dgpu.network import NetConnector +def setup_logging_for_tui(level): + warnings.filterwarnings("ignore") + + logger = logging.getLogger() + logger.setLevel(level) + + fh = logging.FileHandler('dgpu.log') + fh.setLevel(level) + + formatter = logging.Formatter("%(asctime)s - %(levelname)s - %(message)s") + fh.setFormatter(formatter) + + logger.addHandler(fh) + + for handler in logger.handlers: + if isinstance(handler, logging.StreamHandler): + logger.removeHandler(handler) + + async def open_dgpu_node(config: dict) -> None: ''' Open a top level "GPU mgmt daemon", keep the @@ -18,13 +39,17 @@ async def open_dgpu_node(config: dict) -> None: and *maybe* serve a `hypercorn` web API. ''' - # suppress logs from httpx (logs url + status after every query) logging.getLogger("httpx").setLevel(logging.WARNING) - conn = NetConnector(config) - mm = ModelMngr(config) - daemon = WorkerDaemon(mm, conn, config) + tui = None + if config['tui']: + setup_logging_for_tui(logging.INFO) + tui = WorkerMonitor() + + conn = NetConnector(config, tui=tui) + mm = ModelMngr(config, tui=tui) + daemon = WorkerDaemon(mm, conn, config, tui=tui) api: Quart|None = None if 'api_bind' in config: @@ -35,6 +60,8 @@ async def open_dgpu_node(config: dict) -> None: tn: trio.Nursery async with trio.open_nursery() as tn: tn.start_soon(daemon.snap_updater_task) + if tui: + tn.start_soon(tui.run) # TODO, consider a more explicit `as hypercorn_serve` # to clarify? @@ -42,5 +69,9 @@ async def open_dgpu_node(config: dict) -> None: logging.info(f'serving api @ {config["api_bind"]}') tn.start_soon(serve, api, api_conf) - # block until cancelled - await daemon.serve_forever() + try: + # block until cancelled + await daemon.serve_forever() + + except *urwid.ExitMainLoop in ex_group: + ... diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 56403a1..d0e8689 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -11,6 +11,7 @@ from hashlib import sha256 import trio import torch +from skynet.dgpu.tui import WorkerMonitor from skynet.dgpu.errors import ( DGPUComputeError, DGPUInferenceCancelled, @@ -72,7 +73,8 @@ class ModelMngr: checking load state, and unloading when no-longer-needed/finished. ''' - def __init__(self, config: dict): + def __init__(self, config: dict, tui: WorkerMonitor | None = None): + self._tui = tui self.cache_dir = None if 'hf_home' in config: self.cache_dir = config['hf_home'] @@ -80,8 +82,6 @@ class ModelMngr: self._model_name: str = '' self._model_mode: str = '' - # self.load_model(DEFAULT_INITAL_MODEL, 'txt2img') - def log_debug_info(self): logging.debug('memory summary:') logging.debug('\n' + torch.cuda.memory_summary()) @@ -110,6 +110,7 @@ class ModelMngr: ) -> None: logging.info(f'loading model {name}...') self.unload_model() + self._model = pipeline_for( name, mode, cache_dir=self.cache_dir) self._model_mode = mode @@ -124,19 +125,30 @@ class ModelMngr: params: dict, inputs: list[bytes] = [] ): - def maybe_cancel_work(step, *args, **kwargs): + total_steps = params['step'] + def inference_step_wakeup(*args, **kwargs): '''This is a callback function that gets invoked every inference step, we need to raise an exception here if we need to cancel work ''' - if self._should_cancel: - should_raise = trio.from_thread.run(self._should_cancel, request_id) - if should_raise: - logging.warning(f'CANCELLING work at step {step}') - raise DGPUInferenceCancelled('network cancel') + step = args[0] + # compat with callback_on_step_end + if not isinstance(step, int): + step = args[1] + + if self._tui: + self._tui.set_progress(step, done=total_steps) + + should_raise = trio.from_thread.run(self._should_cancel, request_id) + if should_raise: + logging.warning(f'CANCELLING work at step {step}') + raise DGPUInferenceCancelled('network cancel') return {} - maybe_cancel_work(0) + if self._tui: + self._tui.set_status(f'Request #{request_id}') + + inference_step_wakeup(0) output_type = 'png' if 'output_type' in params: @@ -157,10 +169,10 @@ class ModelMngr: prompt, guidance, step, seed, upscaler, extra_params = arguments if 'flux' in name.lower(): - extra_params['callback_on_step_end'] = maybe_cancel_work + extra_params['callback_on_step_end'] = inference_step_wakeup else: - extra_params['callback'] = maybe_cancel_work + extra_params['callback'] = inference_step_wakeup extra_params['callback_steps'] = 1 output = self._model( @@ -213,4 +225,7 @@ class ModelMngr: finally: torch.cuda.empty_cache() + if self._tui: + self._tui.set_status('') + return output_hash, output diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index bfcab79..98d3eda 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -17,6 +17,7 @@ from skynet.constants import ( from skynet.dgpu.errors import ( DGPUComputeError, ) +from skynet.dgpu.tui import WorkerMonitor from skynet.dgpu.compute import ModelMngr from skynet.dgpu.network import NetConnector @@ -41,10 +42,12 @@ class WorkerDaemon: self, mm: ModelMngr, conn: NetConnector, - config: dict + config: dict, + tui: WorkerMonitor | None = None ): self.mm: ModelMngr = mm self.conn: NetConnector = conn + self._tui = tui self.auto_withdraw = ( config['auto_withdraw'] if 'auto_withdraw' in config else False @@ -150,6 +153,12 @@ class WorkerDaemon: return app + async def _update_balance(self): + if self._tui: + # update balance + balance = await self.conn.get_worker_balance() + self._tui.set_header_text(new_balance=f'balance: {balance}') + # TODO? this func is kinda big and maybe is better at module # level to reduce indentation? # -[ ] just pass `daemon: WorkerDaemon` vs. `self` @@ -238,6 +247,8 @@ class WorkerDaemon: request_hash = sha256(hash_str.encode('utf-8')).hexdigest() logging.info(f'calculated request hash: {request_hash}') + total_step = body['params']['step'] + # TODO: validate request resp = await self.conn.begin_work(rid) @@ -246,6 +257,9 @@ class WorkerDaemon: else: try: + if self._tui: + self._tui.set_progress(0, done=total_step) + output_type = 'png' if 'output_type' in body['params']: output_type = body['params']['output_type'] @@ -269,6 +283,9 @@ class WorkerDaemon: f'Unsupported backend {self.backend}' ) + if self._tui: + self._tui.set_progress(total_step) + self._last_generation_ts: str = datetime.now().isoformat() self._last_benchmark: list[float] = self._benchmark self._benchmark: list[float] = [] @@ -277,6 +294,9 @@ class WorkerDaemon: await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) + await self._update_balance() + + except BaseException as err: if 'network cancel' not in str(err): logging.exception('Failed to serve model request !?\n') @@ -294,6 +314,7 @@ class WorkerDaemon: # -[ ] keeps tasks-as-funcs style prominent # -[ ] avoids so much indentation due to methods async def serve_forever(self): + await self._update_balance() try: while True: if self.auto_withdraw: diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 2b67362..e80a5c3 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -13,6 +13,7 @@ import outcome from PIL import Image from leap.cleos import CLEOS from leap.protocol import Asset +from skynet.dgpu.tui import WorkerMonitor from skynet.constants import ( DEFAULT_IPFS_DOMAIN, GPU_CONTRACT_ABI, @@ -57,7 +58,7 @@ class NetConnector: - CLEOS client ''' - def __init__(self, config: dict): + def __init__(self, config: dict, tui: WorkerMonitor | None = None): # TODO, why these extra instance vars for an (unsynced) # copy of the `config` state? self.account = config['account'] @@ -81,6 +82,10 @@ class NetConnector: self.ipfs_domain = config['ipfs_domain'] self._wip_requests = {} + self._tui = tui + if self._tui: + self._tui.set_header_text(new_worker_name=self.account) + # blockchain helpers @@ -168,6 +173,9 @@ class NetConnector: n.start_soon( _run_and_save, snap['requests'], req['id'], self.get_status_by_request_id, req['id']) + if self._tui: + self._tui.network_update(snap) + return snap async def begin_work(self, request_id: int): diff --git a/skynet/dgpu/tui.py b/skynet/dgpu/tui.py new file mode 100644 index 0000000..6530b58 --- /dev/null +++ b/skynet/dgpu/tui.py @@ -0,0 +1,248 @@ +import urwid +import trio +import json + + +class WorkerMonitor: + def __init__(self): + self.requests = [] + self.header_info = {} + + self.palette = [ + ('headerbar', 'white', 'dark blue'), + ('request_row', 'white', 'dark gray'), + ('worker_row', 'light gray', 'black'), + ('progress_normal', 'black', 'light gray'), + ('progress_complete', 'black', 'dark green'), + ('body', 'white', 'black'), + ] + + # --- Top bar (header) --- + worker_name = self.header_info.get('left', "unknown") + balance = self.header_info.get('right', "balance: unknown") + + self.worker_name_widget = urwid.Text(worker_name) + self.balance_widget = urwid.Text(balance, align='right') + + header = urwid.Columns([self.worker_name_widget, self.balance_widget]) + header_attr = urwid.AttrMap(header, 'headerbar') + + # --- Body (List of requests) --- + self.body_listbox = self._create_listbox_body(self.requests) + + # --- Bottom bar (progress) --- + self.status_text = urwid.Text("Request: none", align='left') + self.progress_bar = urwid.ProgressBar( + 'progress_normal', + 'progress_complete', + current=0, + done=100 + ) + + footer_cols = urwid.Columns([ + ('fixed', 20, self.status_text), + self.progress_bar, + ]) + + # Build the main frame + frame = urwid.Frame( + self.body_listbox, + header=header_attr, + footer=footer_cols + ) + + # Set up the main loop with Trio + self.event_loop = urwid.TrioEventLoop() + self.main_loop = urwid.MainLoop( + frame, + palette=self.palette, + event_loop=self.event_loop, + unhandled_input=self._exit_on_q + ) + + def _create_listbox_body(self, requests): + """ + Build a ListBox (vertical list) of requests & workers using SimpleFocusListWalker. + """ + widgets = self._build_request_widgets(requests) + walker = urwid.SimpleFocusListWalker(widgets) + return urwid.ListBox(walker) + + def _build_request_widgets(self, requests): + """ + Build a list of Urwid widgets (one row per request + per worker). + """ + row_widgets = [] + + for req in requests: + # Build a columns widget for the request row + columns = urwid.Columns([ + ('fixed', 5, urwid.Text(f"#{req['id']}")), # e.g. "#12" + ('weight', 3, urwid.Text(req['model'])), + ('weight', 3, urwid.Text(req['prompt'])), + ('fixed', 13, urwid.Text(req['user'])), + ('fixed', 13, urwid.Text(req['reward'])), + ], dividechars=1) + + # Wrap the columns with an attribute map for coloring + request_row = urwid.AttrMap(columns, 'request_row') + row_widgets.append(request_row) + + # Then add each worker in its own line below + for w in req["workers"]: + worker_line = urwid.Text(f" {w}") + worker_row = urwid.AttrMap(worker_line, 'worker_row') + row_widgets.append(worker_row) + + # Optional blank line after each request + row_widgets.append(urwid.Text("")) + + return row_widgets + + def _exit_on_q(self, key): + """Exit the TUI on 'q' or 'Q'.""" + if key in ('q', 'Q'): + raise urwid.ExitMainLoop() + + async def run(self): + """ + Run the TUI in an async context (Trio). + This method blocks until the user quits (pressing q/Q). + """ + with self.main_loop.start(): + await self.event_loop.run_async() + + raise urwid.ExitMainLoop() + + # ------------------------------------------------------------------------- + # Public Methods to Update Various Parts of the UI + # ------------------------------------------------------------------------- + def set_status(self, status: str): + self.status_text.set_text(status) + + def set_progress(self, current, done=None): + """ + Update the bottom progress bar. + - `current`: new current progress value (int). + - `done`: max progress value (int). If None, we don’t change it. + """ + if done is not None: + self.progress_bar.done = done + + self.progress_bar.current = current + + pct = 0 + if self.progress_bar.done != 0: + pct = int((self.progress_bar.current / self.progress_bar.done) * 100) + + def update_requests(self, new_requests): + """ + Replace the data in the existing ListBox with new request widgets. + """ + new_widgets = self._build_request_widgets(new_requests) + self.body_listbox.body[:] = new_widgets # replace content of the list walker + + def set_header_text(self, new_worker_name=None, new_balance=None): + """ + Update the text in the header bar for worker name and/or balance. + """ + if new_worker_name is not None: + self.worker_name_widget.set_text(new_worker_name) + if new_balance is not None: + self.balance_widget.set_text(new_balance) + + def network_update(self, snapshot: dict): + queue = [ + { + **r, + **(json.loads(r['body'])['params']), + 'workers': [s['worker'] for s in snapshot['requests'][r['id']]] + } + for r in snapshot['queue'] + ] + self.update_requests(queue) + + +# # ----------------------------------------------------------------------------- +# # Example usage +# # ----------------------------------------------------------------------------- +# +# async def main(): +# # Example data +# example_requests = [ +# { +# "id": 12, +# "model": "black-forest-labs/FLUX.1-schnell", +# "prompt": "Generate an answer about quantum entanglement.", +# "user": "alice123", +# "reward": "20.0000 GPU", +# "workers": ["workerA", "workerB"], +# }, +# { +# "id": 5, +# "model": "some-other-model/v2.0", +# "prompt": "A story about dragons.", +# "user": "bobthebuilder", +# "reward": "15.0000 GPU", +# "workers": ["workerX"], +# }, +# { +# "id": 99, +# "model": "cool-model/turbo", +# "prompt": "Classify sentiment in these tweets.", +# "user": "charlie", +# "reward": "25.5000 GPU", +# "workers": ["workerOne", "workerTwo", "workerThree"], +# }, +# ] +# +# ui = WorkerMonitor() +# +# async def progress_task(): +# # Fill from 0% to 100% +# for pct in range(101): +# ui.set_progress( +# current=pct, +# status_str=f"Request #1234 ({pct}%)" +# ) +# await trio.sleep(0.05) +# # Reset to 0 +# ui.set_progress( +# current=0, +# status_str="Starting again..." +# ) +# +# async def update_data_task(): +# await trio.sleep(3) # Wait a bit, then update requests +# new_data = [{ +# "id": 101, +# "model": "new-model/v1.0", +# "prompt": "Say hi to the world.", +# "user": "eve", +# "reward": "50.0000 GPU", +# "workers": ["workerFresh", "workerPower"], +# }] +# ui.update_requests(new_data) +# ui.set_header_text(new_worker_name="NewNodeName", +# new_balance="balance: 12345.6789 GPU") +# +# try: +# async with trio.open_nursery() as nursery: +# # Run the TUI +# nursery.start_soon(ui.run_teadown_on_exit, nursery) +# +# ui.update_requests(example_requests) +# ui.set_header_text( +# new_worker_name="worker1.scd", +# new_balance="balance: 12345.6789 GPU" +# ) +# # Start background tasks +# nursery.start_soon(progress_task) +# nursery.start_soon(update_data_task) +# +# except *KeyboardInterrupt as ex_group: +# ... +# +# +# if __name__ == "__main__": +# trio.run(main) diff --git a/skynet/utils.py b/skynet/utils.py index f29bea2..ce029bd 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -7,8 +7,10 @@ import logging import importlib from typing import Optional +from contextlib import contextmanager import torch +import diffusers import numpy as np from PIL import Image @@ -74,12 +76,27 @@ def convert_from_bytes_and_crop(raw: bytes, max_w: int, max_h: int) -> Image: return crop_image(convert_from_bytes_to_img(raw), max_w, max_h) +class DummyPB: + def update(self): + ... + +@torch.compiler.disable +@contextmanager +def dummy_progress_bar(*args, **kwargs): + yield DummyPB() + + +def monkey_patch_pipeline_disable_progress_bar(pipe): + pipe.progress_bar = dummy_progress_bar + + def pipeline_for( model: str, mode: str, mem_fraction: float = 1.0, cache_dir: str | None = None ) -> DiffusionPipeline: + diffusers.utils.logging.disable_progress_bar() logging.info(f'pipeline_for {model} {mode}') assert torch.cuda.is_available() @@ -105,7 +122,9 @@ def pipeline_for( normalized_shortname = shortname.replace('-', '_') custom_pipeline = importlib.import_module(f'skynet.dgpu.pipes.{normalized_shortname}') assert custom_pipeline.__model['name'] == model - return custom_pipeline.pipeline_for(model, mode, mem_fraction=mem_fraction, cache_dir=cache_dir) + pipe = custom_pipeline.pipeline_for(model, mode, mem_fraction=mem_fraction, cache_dir=cache_dir) + monkey_patch_pipeline_disable_progress_bar(pipe) + return pipe except ImportError: # TODO, uhh why not warn/error log this? @@ -121,7 +140,6 @@ def pipeline_for( logging.warn(f'model requires {req_mem} but card has {mem_gb}, model will run slower..') params = { - 'safety_checker': None, 'torch_dtype': torch.float16, 'cache_dir': cache_dir, 'variant': 'fp16', @@ -130,6 +148,7 @@ def pipeline_for( match shortname: case 'stable': params['revision'] = 'fp16' + params['safety_checker'] = None torch.cuda.set_per_process_memory_fraction(mem_fraction) @@ -167,6 +186,8 @@ def pipeline_for( pipe = pipe.to('cuda') + monkey_patch_pipeline_disable_progress_bar(pipe) + return pipe diff --git a/uv.lock b/uv.lock index aa03f4a..4dbb56d 100644 --- a/uv.lock +++ b/uv.lock @@ -2262,6 +2262,7 @@ cuda = [ { name = "torchvision" }, { name = "transformers" }, { name = "triton" }, + { name = "urwid" }, { name = "xformers" }, ] dev = [ @@ -2313,6 +2314,7 @@ cuda = [ { name = "torchvision", specifier = "==0.20.1+cu121", index = "https://download.pytorch.org/whl/cu121" }, { name = "transformers", specifier = "==4.48.0" }, { name = "triton", specifier = "==3.1.0", index = "https://download.pytorch.org/whl/cu121" }, + { name = "urwid", specifier = ">=2.6.16" }, { name = "xformers", specifier = ">=0.0.29,<0.0.30" }, ] dev = [ @@ -2627,6 +2629,28 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/c8/19/4ec628951a74043532ca2cf5d97b7b14863931476d117c471e8e2b1eb39f/urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df", size = 128369 }, ] +[[package]] +name = "urwid" +version = "2.6.16" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, + { name = "wcwidth" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/98/21/ad23c9e961b2d36d57c63686a6f86768dd945d406323fb58c84f09478530/urwid-2.6.16.tar.gz", hash = "sha256:93ad239939e44c385e64aa00027878b9e5c486d59e855ec8ab5b1e1adcdb32a2", size = 848179 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/54/cb/271a4f5a1bf4208dbdc96d85b9eae744cf4e5e11ac73eda76dc98c8fd2d7/urwid-2.6.16-py3-none-any.whl", hash = "sha256:de14896c6df9eb759ed1fd93e0384a5279e51e0dde8f621e4083f7a8368c0797", size = 297196 }, +] + +[[package]] +name = "wcwidth" +version = "0.2.13" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/6c/63/53559446a878410fc5a5974feb13d31d78d752eb18aeba59c7fef1af7598/wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5", size = 101301 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fd/84/fd2ba7aafacbad3c4201d395674fc6348826569da3c0937e75505ead3528/wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859", size = 34166 }, +] + [[package]] name = "websocket-client" version = "1.8.0" From 12b32a7188bf15b147c039d57c6781b5463d2e09 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Wed, 5 Feb 2025 19:24:21 -0300 Subject: [PATCH 47/61] Refactor ModelMngr to be a context manager + function combo --- skynet/dgpu/__init__.py | 4 +- skynet/dgpu/compute.py | 241 +++++++++++++++++++--------------------- skynet/dgpu/daemon.py | 18 +-- 3 files changed, 124 insertions(+), 139 deletions(-) diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 59af61c..f5fcc9e 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -8,7 +8,6 @@ from hypercorn.trio import serve from quart_trio import QuartTrio as Quart from skynet.dgpu.tui import WorkerMonitor -from skynet.dgpu.compute import ModelMngr from skynet.dgpu.daemon import WorkerDaemon from skynet.dgpu.network import NetConnector @@ -48,8 +47,7 @@ async def open_dgpu_node(config: dict) -> None: tui = WorkerMonitor() conn = NetConnector(config, tui=tui) - mm = ModelMngr(config, tui=tui) - daemon = WorkerDaemon(mm, conn, config, tui=tui) + daemon = WorkerDaemon(conn, config, tui=tui) api: Quart|None = None if 'api_bind' in config: diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index d0e8689..ec50054 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -7,6 +7,7 @@ import gc import logging from hashlib import sha256 +from contextlib import contextmanager as cm import trio import torch @@ -66,166 +67,150 @@ def prepare_params_for_diffuse( _params ) +_model_name: str = '' +_model_mode: str = '' +_model = None -class ModelMngr: - ''' - (AI algo) Model manager for loading models, computing outputs, - checking load state, and unloading when no-longer-needed/finished. +@cm +def maybe_load_model(name: str, mode: str): + if mode == 'diffuse': + mode = 'txt2img' - ''' - def __init__(self, config: dict, tui: WorkerMonitor | None = None): - self._tui = tui - self.cache_dir = None - if 'hf_home' in config: - self.cache_dir = config['hf_home'] - - self._model_name: str = '' - self._model_mode: str = '' - - def log_debug_info(self): - logging.debug('memory summary:') - logging.debug('\n' + torch.cuda.memory_summary()) - - def is_model_loaded(self, name: str, mode: str): - if (name == self._model_name and - mode == self._model_mode): - return True - - return False - - def unload_model(self) -> None: - if getattr(self, '_model', None): - del self._model + global _model_name, _model_mode, _model + if _model_name != name or _model_mode != mode: + # unload model + _model = None gc.collect() torch.cuda.empty_cache() - self._model_name = '' - self._model_mode = '' + _model_name = _model_mode = '' - def load_model( - self, - name: str, - mode: str - ) -> None: - logging.info(f'loading model {name}...') - self.unload_model() + # load model + if mode == 'upscale': + _model = init_upscaler() - self._model = pipeline_for( - name, mode, cache_dir=self.cache_dir) - self._model_mode = mode - self._model_name = name - logging.info(f'{name} loaded!') - self.log_debug_info() + else: + _model = pipeline_for( + name, mode, cache_dir='hf_home') - def compute_one( - self, - request_id: int, - method: str, - params: dict, - inputs: list[bytes] = [] - ): - total_steps = params['step'] - def inference_step_wakeup(*args, **kwargs): - '''This is a callback function that gets invoked every inference step, - we need to raise an exception here if we need to cancel work - ''' - step = args[0] - # compat with callback_on_step_end - if not isinstance(step, int): - step = args[1] + _model_name = name + _model_mode = mode - if self._tui: - self._tui.set_progress(step, done=total_steps) + logging.debug('memory summary:') + logging.debug('\n' + torch.cuda.memory_summary()) - should_raise = trio.from_thread.run(self._should_cancel, request_id) - if should_raise: - logging.warning(f'CANCELLING work at step {step}') - raise DGPUInferenceCancelled('network cancel') + yield - return {} - if self._tui: - self._tui.set_status(f'Request #{request_id}') +def compute_one( + request_id: int, + method: str, + params: dict, + inputs: list[bytes] = [], + should_cancel = None, + tui: WorkerMonitor | None = None +): + if method == 'diffuse': + method = 'txt2img' - inference_step_wakeup(0) + global _model, _model_name, _model_mode - output_type = 'png' - if 'output_type' in params: - output_type = params['output_type'] + # validate correct model is loaded + assert params['model'] == _model_name + assert method == _model_mode - output = None - output_hash = None - try: - name = params['model'] + total_steps = params['step'] + def inference_step_wakeup(*args, **kwargs): + '''This is a callback function that gets invoked every inference step, + we need to raise an exception here if we need to cancel work + ''' + step = args[0] + # compat with callback_on_step_end + if not isinstance(step, int): + step = args[1] - match method: - case 'diffuse' | 'txt2img' | 'img2img' | 'inpaint': - if not self.is_model_loaded(name, method): - self.load_model(name, method) + if tui: + tui.set_progress(step, done=total_steps) - arguments = prepare_params_for_diffuse( - params, method, inputs) - prompt, guidance, step, seed, upscaler, extra_params = arguments + if should_cancel: + should_raise = trio.from_thread.run(should_cancel, request_id) - if 'flux' in name.lower(): - extra_params['callback_on_step_end'] = inference_step_wakeup + if should_raise: + logging.warning(f'CANCELLING work at step {step}') + raise DGPUInferenceCancelled('network cancel') - else: - extra_params['callback'] = inference_step_wakeup - extra_params['callback_steps'] = 1 + return {} - output = self._model( - prompt, - guidance_scale=guidance, - num_inference_steps=step, - generator=seed, - **extra_params - ).images[0] + if tui: + tui.set_status(f'Request #{request_id}') - output_binary = b'' - match output_type: - case 'png': - if upscaler == 'x4': - input_img = output.convert('RGB') - up_img, _ = init_upscaler().enhance( - convert_from_image_to_cv2(input_img), outscale=4) + inference_step_wakeup(0) - output = convert_from_cv2_to_image(up_img) + output_type = 'png' + if 'output_type' in params: + output_type = params['output_type'] - output_binary = convert_from_img_to_bytes(output) + output = None + output_hash = None + try: + name = params['model'] - case _: - raise DGPUComputeError(f'Unsupported output type: {output_type}') + match method: + case 'txt2img' | 'img2img' | 'inpaint': + arguments = prepare_params_for_diffuse( + params, method, inputs) + prompt, guidance, step, seed, upscaler, extra_params = arguments - output_hash = sha256(output_binary).hexdigest() + if 'flux' in name.lower(): + extra_params['callback_on_step_end'] = inference_step_wakeup - case 'upscale': - if self._model_mode != 'upscale': - self.unload_model() - self._model = init_upscaler() - self._model_mode = 'upscale' - self._model_name = 'realesrgan' + else: + extra_params['callback'] = inference_step_wakeup + extra_params['callback_steps'] = 1 - input_img = inputs[0].convert('RGB') - up_img, _ = self._model.enhance( - convert_from_image_to_cv2(input_img), outscale=4) + output = _model( + prompt, + guidance_scale=guidance, + num_inference_steps=step, + generator=seed, + **extra_params + ).images[0] - output = convert_from_cv2_to_image(up_img) + output_binary = b'' + match output_type: + case 'png': + if upscaler == 'x4': + input_img = output.convert('RGB') + up_img, _ = init_upscaler().enhance( + convert_from_image_to_cv2(input_img), outscale=4) - output_binary = convert_from_img_to_bytes(output) - output_hash = sha256(output_binary).hexdigest() + output = convert_from_cv2_to_image(up_img) - case _: - raise DGPUComputeError('Unsupported compute method') + output_binary = convert_from_img_to_bytes(output) - except BaseException as err: - raise DGPUComputeError(str(err)) from err + case _: + raise DGPUComputeError(f'Unsupported output type: {output_type}') - finally: - torch.cuda.empty_cache() + output_hash = sha256(output_binary).hexdigest() - if self._tui: - self._tui.set_status('') + case 'upscale': + input_img = inputs[0].convert('RGB') + up_img, _ = _model.enhance( + convert_from_image_to_cv2(input_img), outscale=4) - return output_hash, output + output = convert_from_cv2_to_image(up_img) + + output_binary = convert_from_img_to_bytes(output) + output_hash = sha256(output_binary).hexdigest() + + case _: + raise DGPUComputeError('Unsupported compute method') + + except BaseException as err: + raise DGPUComputeError(str(err)) from err + + if tui: + tui.set_status('') + + return output_hash, output diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 98d3eda..4c0bdce 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -18,7 +18,7 @@ from skynet.dgpu.errors import ( DGPUComputeError, ) from skynet.dgpu.tui import WorkerMonitor -from skynet.dgpu.compute import ModelMngr +from skynet.dgpu.compute import maybe_load_model, compute_one from skynet.dgpu.network import NetConnector @@ -40,12 +40,10 @@ class WorkerDaemon: ''' def __init__( self, - mm: ModelMngr, conn: NetConnector, config: dict, tui: WorkerMonitor | None = None ): - self.mm: ModelMngr = mm self.conn: NetConnector = conn self._tui = tui self.auto_withdraw = ( @@ -248,14 +246,17 @@ class WorkerDaemon: logging.info(f'calculated request hash: {request_hash}') total_step = body['params']['step'] + model = body['params']['model'] + mode = body['method'] # TODO: validate request resp = await self.conn.begin_work(rid) if not resp or 'code' in resp: logging.info('begin_work error, probably being worked on already... skip.') + return False - else: + with maybe_load_model(model, mode): try: if self._tui: self._tui.set_progress(0, done=total_step) @@ -268,13 +269,14 @@ class WorkerDaemon: output_hash = None match self.backend: case 'sync-on-thread': - self.mm._should_cancel = self.should_cancel_work output_hash, output = await trio.to_thread.run_sync( partial( - self.mm.compute_one, + compute_one, rid, - body['method'], body['params'], - inputs=inputs + mode, body['params'], + inputs=inputs, + should_cancel=self.should_cancel_work, + tui=self._tui ) ) From 5a3a43b3c6880286c7a9ec46d30fb8baac6104ee Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Wed, 5 Feb 2025 19:48:57 -0300 Subject: [PATCH 48/61] Refactoring tui to be functional style --- skynet/dgpu/__init__.py | 32 ++-------- skynet/dgpu/compute.py | 14 ++--- skynet/dgpu/daemon.py | 19 +++--- skynet/dgpu/network.py | 13 ++-- skynet/dgpu/tui.py | 128 ++++++++++++++-------------------------- 5 files changed, 68 insertions(+), 138 deletions(-) diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index f5fcc9e..96cc303 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -1,36 +1,17 @@ import logging -import warnings import trio +import urwid from hypercorn.config import Config from hypercorn.trio import serve from quart_trio import QuartTrio as Quart -from skynet.dgpu.tui import WorkerMonitor +from skynet.dgpu.tui import init_tui from skynet.dgpu.daemon import WorkerDaemon from skynet.dgpu.network import NetConnector -def setup_logging_for_tui(level): - warnings.filterwarnings("ignore") - - logger = logging.getLogger() - logger.setLevel(level) - - fh = logging.FileHandler('dgpu.log') - fh.setLevel(level) - - formatter = logging.Formatter("%(asctime)s - %(levelname)s - %(message)s") - fh.setFormatter(formatter) - - logger.addHandler(fh) - - for handler in logger.handlers: - if isinstance(handler, logging.StreamHandler): - logger.removeHandler(handler) - - async def open_dgpu_node(config: dict) -> None: ''' Open a top level "GPU mgmt daemon", keep the @@ -43,11 +24,10 @@ async def open_dgpu_node(config: dict) -> None: tui = None if config['tui']: - setup_logging_for_tui(logging.INFO) - tui = WorkerMonitor() + tui = init_tui() - conn = NetConnector(config, tui=tui) - daemon = WorkerDaemon(conn, config, tui=tui) + conn = NetConnector(config) + daemon = WorkerDaemon(conn, config) api: Quart|None = None if 'api_bind' in config: @@ -71,5 +51,5 @@ async def open_dgpu_node(config: dict) -> None: # block until cancelled await daemon.serve_forever() - except *urwid.ExitMainLoop in ex_group: + except *urwid.ExitMainLoop: ... diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index ec50054..a027dc8 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -12,7 +12,7 @@ from contextlib import contextmanager as cm import trio import torch -from skynet.dgpu.tui import WorkerMonitor +from skynet.dgpu.tui import maybe_update_tui from skynet.dgpu.errors import ( DGPUComputeError, DGPUInferenceCancelled, @@ -108,8 +108,7 @@ def compute_one( method: str, params: dict, inputs: list[bytes] = [], - should_cancel = None, - tui: WorkerMonitor | None = None + should_cancel = None ): if method == 'diffuse': method = 'txt2img' @@ -130,8 +129,7 @@ def compute_one( if not isinstance(step, int): step = args[1] - if tui: - tui.set_progress(step, done=total_steps) + maybe_update_tui(lambda tui: tui.set_progress(step, done=total_steps)) if should_cancel: should_raise = trio.from_thread.run(should_cancel, request_id) @@ -142,8 +140,7 @@ def compute_one( return {} - if tui: - tui.set_status(f'Request #{request_id}') + maybe_update_tui(lambda tui: tui.set_status(f'Request #{request_id}')) inference_step_wakeup(0) @@ -210,7 +207,6 @@ def compute_one( except BaseException as err: raise DGPUComputeError(str(err)) from err - if tui: - tui.set_status('') + maybe_update_tui(lambda tui: tui.set_status('')) return output_hash, output diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 4c0bdce..88c0eed 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -17,7 +17,7 @@ from skynet.constants import ( from skynet.dgpu.errors import ( DGPUComputeError, ) -from skynet.dgpu.tui import WorkerMonitor +from skynet.dgpu.tui import maybe_update_tui, maybe_update_tui_async from skynet.dgpu.compute import maybe_load_model, compute_one from skynet.dgpu.network import NetConnector @@ -41,11 +41,9 @@ class WorkerDaemon: def __init__( self, conn: NetConnector, - config: dict, - tui: WorkerMonitor | None = None + config: dict ): self.conn: NetConnector = conn - self._tui = tui self.auto_withdraw = ( config['auto_withdraw'] if 'auto_withdraw' in config else False @@ -152,10 +150,12 @@ class WorkerDaemon: return app async def _update_balance(self): - if self._tui: + async def _fn(tui): # update balance balance = await self.conn.get_worker_balance() - self._tui.set_header_text(new_balance=f'balance: {balance}') + tui.set_header_text(new_balance=f'balance: {balance}') + + await maybe_update_tui_async(_fn) # TODO? this func is kinda big and maybe is better at module # level to reduce indentation? @@ -258,8 +258,7 @@ class WorkerDaemon: with maybe_load_model(model, mode): try: - if self._tui: - self._tui.set_progress(0, done=total_step) + maybe_update_tui(lambda tui: tui.set_progress(0, done=total_step)) output_type = 'png' if 'output_type' in body['params']: @@ -276,7 +275,6 @@ class WorkerDaemon: mode, body['params'], inputs=inputs, should_cancel=self.should_cancel_work, - tui=self._tui ) ) @@ -285,8 +283,7 @@ class WorkerDaemon: f'Unsupported backend {self.backend}' ) - if self._tui: - self._tui.set_progress(total_step) + maybe_update_tui(lambda tui: tui.set_progress(total_step)) self._last_generation_ts: str = datetime.now().isoformat() self._last_benchmark: list[float] = self._benchmark diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index e80a5c3..a20084e 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -13,7 +13,7 @@ import outcome from PIL import Image from leap.cleos import CLEOS from leap.protocol import Asset -from skynet.dgpu.tui import WorkerMonitor +from skynet.dgpu.tui import maybe_update_tui from skynet.constants import ( DEFAULT_IPFS_DOMAIN, GPU_CONTRACT_ABI, @@ -58,7 +58,7 @@ class NetConnector: - CLEOS client ''' - def __init__(self, config: dict, tui: WorkerMonitor | None = None): + def __init__(self, config: dict): # TODO, why these extra instance vars for an (unsynced) # copy of the `config` state? self.account = config['account'] @@ -82,9 +82,8 @@ class NetConnector: self.ipfs_domain = config['ipfs_domain'] self._wip_requests = {} - self._tui = tui - if self._tui: - self._tui.set_header_text(new_worker_name=self.account) + + maybe_update_tui(lambda tui: tui.set_header_text(new_worker_name=self.account)) # blockchain helpers @@ -173,8 +172,8 @@ class NetConnector: n.start_soon( _run_and_save, snap['requests'], req['id'], self.get_status_by_request_id, req['id']) - if self._tui: - self._tui.network_update(snap) + + maybe_update_tui(lambda tui: tui.network_update(snap)) return snap diff --git a/skynet/dgpu/tui.py b/skynet/dgpu/tui.py index 6530b58..7614d1c 100644 --- a/skynet/dgpu/tui.py +++ b/skynet/dgpu/tui.py @@ -1,6 +1,9 @@ -import urwid -import trio import json +import logging +import warnings + +import trio +import urwid class WorkerMonitor: @@ -163,86 +166,41 @@ class WorkerMonitor: self.update_requests(queue) -# # ----------------------------------------------------------------------------- -# # Example usage -# # ----------------------------------------------------------------------------- -# -# async def main(): -# # Example data -# example_requests = [ -# { -# "id": 12, -# "model": "black-forest-labs/FLUX.1-schnell", -# "prompt": "Generate an answer about quantum entanglement.", -# "user": "alice123", -# "reward": "20.0000 GPU", -# "workers": ["workerA", "workerB"], -# }, -# { -# "id": 5, -# "model": "some-other-model/v2.0", -# "prompt": "A story about dragons.", -# "user": "bobthebuilder", -# "reward": "15.0000 GPU", -# "workers": ["workerX"], -# }, -# { -# "id": 99, -# "model": "cool-model/turbo", -# "prompt": "Classify sentiment in these tweets.", -# "user": "charlie", -# "reward": "25.5000 GPU", -# "workers": ["workerOne", "workerTwo", "workerThree"], -# }, -# ] -# -# ui = WorkerMonitor() -# -# async def progress_task(): -# # Fill from 0% to 100% -# for pct in range(101): -# ui.set_progress( -# current=pct, -# status_str=f"Request #1234 ({pct}%)" -# ) -# await trio.sleep(0.05) -# # Reset to 0 -# ui.set_progress( -# current=0, -# status_str="Starting again..." -# ) -# -# async def update_data_task(): -# await trio.sleep(3) # Wait a bit, then update requests -# new_data = [{ -# "id": 101, -# "model": "new-model/v1.0", -# "prompt": "Say hi to the world.", -# "user": "eve", -# "reward": "50.0000 GPU", -# "workers": ["workerFresh", "workerPower"], -# }] -# ui.update_requests(new_data) -# ui.set_header_text(new_worker_name="NewNodeName", -# new_balance="balance: 12345.6789 GPU") -# -# try: -# async with trio.open_nursery() as nursery: -# # Run the TUI -# nursery.start_soon(ui.run_teadown_on_exit, nursery) -# -# ui.update_requests(example_requests) -# ui.set_header_text( -# new_worker_name="worker1.scd", -# new_balance="balance: 12345.6789 GPU" -# ) -# # Start background tasks -# nursery.start_soon(progress_task) -# nursery.start_soon(update_data_task) -# -# except *KeyboardInterrupt as ex_group: -# ... -# -# -# if __name__ == "__main__": -# trio.run(main) +def setup_logging_for_tui(level): + warnings.filterwarnings("ignore") + + logger = logging.getLogger() + logger.setLevel(level) + + fh = logging.FileHandler('dgpu.log') + fh.setLevel(level) + + formatter = logging.Formatter("%(asctime)s - %(levelname)s - %(message)s") + fh.setFormatter(formatter) + + logger.addHandler(fh) + + for handler in logger.handlers: + if isinstance(handler, logging.StreamHandler): + logger.removeHandler(handler) + + +_tui = None +def init_tui(): + global _tui + assert not _tui + setup_logging_for_tui(logging.INFO) + _tui = WorkerMonitor() + return _tui + + +def maybe_update_tui(fn): + global _tui + if _tui: + fn(_tui) + + +async def maybe_update_tui_async(fn): + global _tui + if _tui: + await fn(_tui) From ea3b35904ce40775435f50b1648aff9c10e4b7ed Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 15:07:48 -0300 Subject: [PATCH 49/61] Create msgspec struct for config --- skynet/cli.py | 270 +++++----------------------------------- skynet/config.py | 65 ++++++++-- skynet/dgpu/__init__.py | 13 +- skynet/dgpu/daemon.py | 51 +++----- skynet/dgpu/network.py | 61 ++++----- 5 files changed, 129 insertions(+), 331 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 9de9b98..0ead5d3 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -13,7 +13,6 @@ from leap.protocol import ( from .config import ( load_skynet_toml, - load_key, set_hf_vars, ConfigParsingError, ) @@ -49,9 +48,7 @@ def txt2img(*args, **kwargs): from . import utils # TODO? why here, import cycle? config = load_skynet_toml() - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) + set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) utils.txt2img(hf_token, **kwargs) @@ -75,9 +72,7 @@ def txt2img(*args, **kwargs): def img2img(model, prompt, input, output, strength, guidance, steps, seed): from . import utils config = load_skynet_toml() - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) + set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) utils.img2img( hf_token, model=model, @@ -105,9 +100,7 @@ def img2img(model, prompt, input, output, strength, guidance, steps, seed): def inpaint(model, prompt, input, mask, output, strength, guidance, steps, seed): from . import utils config = load_skynet_toml() - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) + set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) utils.inpaint( hf_token, model=model, @@ -137,113 +130,15 @@ def upscale(input, output, model): def download(): from . import utils config = load_skynet_toml() - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) - utils.download_all_models(hf_token, hf_home) + set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) + utils.download_all_models(config.dgpu.hf_token, config.dgpu.hf_home) -@skynet.command() -@click.option( - '--reward', '-r', default='20.0000 GPU') -@click.option('--jobs', '-j', default=1) -@click.option('--model', '-m', default='stabilityai/stable-diffusion-xl-base-1.0') -@click.option( - '--prompt', '-p', default='a red old tractor in a sunny wheat field') -@click.option('--output', '-o', default='output.png') -@click.option('--width', '-w', default=1024) -@click.option('--height', '-h', default=1024) -@click.option('--guidance', '-g', default=10) -@click.option('--step', '-s', default=26) -@click.option('--seed', '-S', default=None) -@click.option('--upscaler', '-U', default='x4') -@click.option('--binary_data', '-b', default='') -@click.option('--strength', '-Z', default=None) -def enqueue( - reward: str, - jobs: int, - **kwargs -): - import trio - from leap.cleos import CLEOS - - config = load_skynet_toml() - - key = load_key(config, 'skynet.user.key') - account = load_key(config, 'skynet.user.account') - permission = load_key(config, 'skynet.user.permission') - node_url = load_key(config, 'skynet.user.node_url') - - cleos = CLEOS(None, None, url=node_url, remote=node_url) - - binary = kwargs['binary_data'] - if not kwargs['strength']: - if binary: - raise ValueError('strength -Z param required if binary data passed') - - del kwargs['strength'] - - else: - kwargs['strength'] = float(kwargs['strength']) - - async def enqueue_n_jobs(): - for i in range(jobs): - if not kwargs['seed']: - kwargs['seed'] = random.randint(0, 10e9) - - req = json.dumps({ - 'method': 'diffuse', - 'params': kwargs - }) - - res = await cleos.a_push_action( - 'gpu.scd', - 'enqueue', - { - 'user': Name(account), - 'request_body': req, - 'binary_data': binary, - 'reward': Asset.from_str(reward), - 'min_verification': 1 - }, - account, key, permission, - ) - print(res) - - trio.run(enqueue_n_jobs) - - -@skynet.command() -@click.option('--loglevel', '-l', default='INFO', help='Logging level') -def clean( - loglevel: str, -): - import trio - from leap.cleos import CLEOS - - config = load_skynet_toml() - key = load_key(config, 'skynet.user.key') - account = load_key(config, 'skynet.user.account') - permission = load_key(config, 'skynet.user.permission') - node_url = load_key(config, 'skynet.user.node_url') - - logging.basicConfig(level=loglevel) - cleos = CLEOS(None, None, url=node_url, remote=node_url) - trio.run( - partial( - cleos.a_push_action, - 'gpu.scd', - 'clean', - {}, - account, key, permission=permission - ) - ) - @skynet.command() def queue(): import requests config = load_skynet_toml() - node_url = load_key(config, 'skynet.user.node_url') + node_url = config.user.node_url resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ @@ -260,7 +155,7 @@ def queue(): def status(request_id: int): import requests config = load_skynet_toml() - node_url = load_key(config, 'skynet.user.node_url') + node_url = config.user.node_url resp = requests.post( f'{node_url}/v1/chain/get_table_rows', json={ @@ -272,101 +167,6 @@ def status(request_id: int): ) print(json.dumps(resp.json(), indent=4)) -@skynet.command() -@click.argument('request-id') -def dequeue(request_id: int): - import trio - from leap.cleos import CLEOS - - config = load_skynet_toml() - key = load_key(config, 'skynet.user.key') - account = load_key(config, 'skynet.user.account') - permission = load_key(config, 'skynet.user.permission') - node_url = load_key(config, 'skynet.user.node_url') - - cleos = CLEOS(None, None, url=node_url, remote=node_url) - res = trio.run( - partial( - cleos.a_push_action, - 'gpu.scd', - 'dequeue', - { - 'user': Name(account), - 'request_id': int(request_id), - }, - account, key, permission=permission - ) - ) - print(res) - - -@skynet.command() -@click.option( - '--token-contract', '-c', default='eosio.token') -@click.option( - '--token-symbol', '-S', default='4,GPU') -def config( - token_contract: str, - token_symbol: str -): - import trio - from leap.cleos import CLEOS - - config = load_skynet_toml() - - key = load_key(config, 'skynet.user.key') - account = load_key(config, 'skynet.user.account') - permission = load_key(config, 'skynet.user.permission') - node_url = load_key(config, 'skynet.user.node_url') - - cleos = CLEOS(None, None, url=node_url, remote=node_url) - res = trio.run( - partial( - cleos.a_push_action, - 'gpu.scd', - 'config', - { - 'token_contract': token_contract, - 'token_symbol': token_symbol, - }, - account, key, permission=permission - ) - ) - print(res) - - -@skynet.command() -@click.argument('quantity') -def deposit(quantity: str): - import trio - from leap.cleos import CLEOS - from leap.sugar import asset_from_str - - config = load_skynet_toml() - - key = load_key(config, 'skynet.user.key') - account = load_key(config, 'skynet.user.account') - permission = load_key(config, 'skynet.user.permission') - node_url = load_key(config, 'skynet.user.node_url') - cleos = CLEOS(None, None, url=node_url, remote=node_url) - - res = trio.run( - partial( - cleos.a_push_action, - 'gpu.scd', - 'transfer', - { - 'sender': Name(account), - 'recipient': Name('gpu.scd'), - 'amount': asset_from_str(quantity), - 'memo': f'{account} transferred {quantity} to gpu.scd' - }, - account, key, permission=permission - ) - ) - print(res) - - @skynet.group() def run(*args, **kwargs): pass @@ -380,13 +180,6 @@ def db(): container, passwd, host = db_params logging.info(('skynet', passwd, host)) -@run.command() -def nodeos(): - from .nodeos import open_nodeos - - logging.basicConfig(filename='skynet-nodeos.log', level=logging.INFO) - with open_nodeos(cleanup=False): - ... @run.command() @click.option('--loglevel', '-l', default='INFO', help='Logging level') @@ -405,14 +198,9 @@ def dgpu( logging.basicConfig(level=loglevel) config = load_skynet_toml(file_path=config_path) - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) + set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) - assert 'skynet' in config - assert 'dgpu' in config['skynet'] - - trio.run(open_dgpu_node, config['skynet']['dgpu']) + trio.run(open_dgpu_node, config.dgpu) @run.command() @@ -435,24 +223,24 @@ def telegram( logging.basicConfig(level=loglevel) config = load_skynet_toml() - tg_token = load_key(config, 'skynet.telegram.tg_token') + tg_token = config.telegram.tg_token - key = load_key(config, 'skynet.telegram.key') - account = load_key(config, 'skynet.telegram.account') - permission = load_key(config, 'skynet.telegram.permission') - node_url = load_key(config, 'skynet.telegram.node_url') - hyperion_url = load_key(config, 'skynet.telegram.hyperion_url') + key = config.telegram.key + account = config.telegram.account + permission = config.telegram.permission + node_url = config.telegram.node_url + hyperion_url = config.telegram.hyperion_url - ipfs_url = load_key(config, 'skynet.telegram.ipfs_url') + ipfs_url = config.telegram.ipfs_url try: - explorer_domain = load_key(config, 'skynet.telegram.explorer_domain') + explorer_domain = config.telegram.explorer_domain except ConfigParsingError: explorer_domain = DEFAULT_EXPLORER_DOMAIN try: - ipfs_domain = load_key(config, 'skynet.telegram.ipfs_domain') + ipfs_domain = config.telegram.ipfs_domain except ConfigParsingError: ipfs_domain = DEFAULT_IPFS_DOMAIN @@ -498,24 +286,24 @@ def discord( logging.basicConfig(level=loglevel) config = load_skynet_toml() - dc_token = load_key(config, 'skynet.discord.dc_token') + dc_token = config.discord.dc_token - key = load_key(config, 'skynet.discord.key') - account = load_key(config, 'skynet.discord.account') - permission = load_key(config, 'skynet.discord.permission') - node_url = load_key(config, 'skynet.discord.node_url') - hyperion_url = load_key(config, 'skynet.discord.hyperion_url') + key = config.discord.key + account = config.discord.account + permission = config.discord.permission + node_url = config.discord.node_url + hyperion_url = config.discord.hyperion_url - ipfs_url = load_key(config, 'skynet.discord.ipfs_url') + ipfs_url = config.discord.ipfs_url try: - explorer_domain = load_key(config, 'skynet.discord.explorer_domain') + explorer_domain = config.discord.explorer_domain except ConfigParsingError: explorer_domain = DEFAULT_EXPLORER_DOMAIN try: - ipfs_domain = load_key(config, 'skynet.discord.ipfs_domain') + ipfs_domain = config.discord.ipfs_domain except ConfigParsingError: ipfs_domain = DEFAULT_IPFS_DOMAIN @@ -549,8 +337,8 @@ def pinner(loglevel): from .ipfs.pinner import SkynetPinner config = load_skynet_toml() - hyperion_url = load_key(config, 'skynet.pinner.hyperion_url') - ipfs_url = load_key(config, 'skynet.pinner.ipfs_url') + hyperion_url = config.pinner.hyperion_url + ipfs_url = config.pinner.ipfs_url logging.basicConfig(level=loglevel) ipfs_node = AsyncIPFSHTTP(ipfs_url) diff --git a/skynet/config.py b/skynet/config.py index 9470877..ca7b745 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -1,27 +1,70 @@ import os import toml -from .constants import DEFAULT_CONFIG_PATH +import msgspec + +from skynet.constants import DEFAULT_CONFIG_PATH, DEFAULT_IPFS_DOMAIN class ConfigParsingError(BaseException): ... -def load_skynet_toml(file_path=DEFAULT_CONFIG_PATH) -> dict: - config = toml.load(file_path) - return config +class DgpuConfig(msgspec.Struct): + account: str + permission: str + key: str + node_url: str + hyperion_url: str + ipfs_url: str + hf_token: str + ipfs_domain: str = DEFAULT_IPFS_DOMAIN + hf_home: str = 'hf_home' + non_compete: set[str] = set() + model_whitelist: set[str] = set() + model_blacklist: set[str] = set() + backend: str = 'sync-on-thread' + api_bind: str = False + tui: bool = False +class TelegramConfig(msgspec.Struct): + account: str + permission: str + key: str + node_url: str + hyperion_url: str + ipfs_url: str + token: str -def load_key(config: dict, key: str) -> str: - for skey in key.split('.'): - if skey not in config: - conf_keys = [k for k in config] - raise ConfigParsingError(f'key \"{skey}\" not in {conf_keys}') +class DiscordConfig(msgspec.Struct): + account: str + permission: str + key: str + node_url: str + hyperion_url: str + ipfs_url: str + token: str - config = config[skey] +class PinnerConfig(msgspec.Struct): + hyperion_url: str + ipfs_url: str - return config +class UserConfig(msgspec.Struct): + account: str + permission: str + key: str + node_url: str + +class Config(msgspec.Struct): + dgpu: DgpuConfig | None = None + telegram: TelegramConfig | None = None + discord: DiscordConfig | None = None + pinner: PinnerConfig | None = None + user: UserConfig | None = None + +def load_skynet_toml(file_path=DEFAULT_CONFIG_PATH) -> Config: + with open(file_path, 'r') as file: + return msgspec.toml.decode(file.read(), type=Config) def set_hf_vars(hf_token: str, hf_home: str): diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 96cc303..6f7c6f7 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -3,16 +3,17 @@ import logging import trio import urwid -from hypercorn.config import Config +from hypercorn.config import Config as HCConfig from hypercorn.trio import serve from quart_trio import QuartTrio as Quart +from skynet.config import Config from skynet.dgpu.tui import init_tui from skynet.dgpu.daemon import WorkerDaemon from skynet.dgpu.network import NetConnector -async def open_dgpu_node(config: dict) -> None: +async def open_dgpu_node(config: Config) -> None: ''' Open a top level "GPU mgmt daemon", keep the `WorkerDaemon._snap: dict[str, list|dict]` table @@ -23,16 +24,16 @@ async def open_dgpu_node(config: dict) -> None: logging.getLogger("httpx").setLevel(logging.WARNING) tui = None - if config['tui']: + if config.tui: tui = init_tui() conn = NetConnector(config) daemon = WorkerDaemon(conn, config) api: Quart|None = None - if 'api_bind' in config: - api_conf = Config() - api_conf.bind = [config['api_bind']] + if config.api_bind: + api_conf = HCConfig() + api_conf.bind = [config.api_bind] api: Quart = await daemon.generate_api() tn: trio.Nursery diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 88c0eed..31c3d79 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -10,6 +10,7 @@ import trio from quart import jsonify from quart_trio import QuartTrio as Quart +from skynet.config import DgpuConfig as Config from skynet.constants import ( MODELS, VERSION, @@ -41,31 +42,10 @@ class WorkerDaemon: def __init__( self, conn: NetConnector, - config: dict + config: Config ): + self.config = config self.conn: NetConnector = conn - self.auto_withdraw = ( - config['auto_withdraw'] - if 'auto_withdraw' in config else False - ) - - self.account: str = config['account'] - - self.non_compete = set() - if 'non_compete' in config: - self.non_compete = set(config['non_compete']) - - self.model_whitelist = set() - if 'model_whitelist' in config: - self.model_whitelist = set(config['model_whitelist']) - - self.model_blacklist = set() - if 'model_blacklist' in config: - self.model_blacklist = set(config['model_blacklist']) - - self.backend = 'sync-on-thread' - if 'backend' in config: - self.backend = config['backend'] self._snap = { 'queue': [], @@ -107,10 +87,10 @@ class WorkerDaemon: competitors = set([ status['worker'] for status in self._snap['requests'][request_id] - if status['worker'] != self.account + if status['worker'] != self.config.account ]) logging.info(f'competitors: {competitors}') - should_cancel = bool(self.non_compete & competitors) + should_cancel = bool(self.config.non_compete & competitors) logging.info(f'cancel: {should_cancel}') return should_cancel @@ -141,7 +121,7 @@ class WorkerDaemon: @app.route('/') async def health(): return jsonify( - account=self.account, + account=self.config.account, version=VERSION, last_generation_ts=self._last_generation_ts, last_generation_speed=self._get_benchmark_speed() @@ -182,15 +162,19 @@ class WorkerDaemon: # only handle whitelisted models if ( - len(self.model_whitelist) > 0 + len(self.config.model_whitelist) > 0 and - model not in self.model_whitelist + model not in self.config.model_whitelist ): logging.warning('model not whitelisted!, skip...') return False # if blacklist contains model skip - if model in self.model_blacklist: + if ( + len(self.config.model_blacklist) > 0 + and + model in self.config.model_blacklist + ): logging.warning('model not blacklisted!, skip...') return False @@ -205,7 +189,7 @@ class WorkerDaemon: # skip if workers in non_compete already on it competitors = set((status['worker'] for status in statuses)) - if bool(self.non_compete & competitors): + if bool(self.config.non_compete & competitors): logging.info('worker in configured non_compete list already working on request, skip...') return False @@ -266,7 +250,7 @@ class WorkerDaemon: output = None output_hash = None - match self.backend: + match self.config.backend: case 'sync-on-thread': output_hash, output = await trio.to_thread.run_sync( partial( @@ -280,7 +264,7 @@ class WorkerDaemon: case _: raise DGPUComputeError( - f'Unsupported backend {self.backend}' + f'Unsupported backend {self.config.backend}' ) maybe_update_tui(lambda tui: tui.set_progress(total_step)) @@ -316,9 +300,6 @@ class WorkerDaemon: await self._update_balance() try: while True: - if self.auto_withdraw: - await self.conn.maybe_withdraw_all() - queue = self._snap['queue'] random.shuffle(queue) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index a20084e..9076ee2 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -14,6 +14,7 @@ from PIL import Image from leap.cleos import CLEOS from leap.protocol import Asset from skynet.dgpu.tui import maybe_update_tui +from skynet.config import DgpuConfig as Config from skynet.constants import ( DEFAULT_IPFS_DOMAIN, GPU_CONTRACT_ABI, @@ -58,32 +59,16 @@ class NetConnector: - CLEOS client ''' - def __init__(self, config: dict): - # TODO, why these extra instance vars for an (unsynced) - # copy of the `config` state? - self.account = config['account'] - self.permission = config['permission'] - self.key = config['key'] - - # TODO, neither of these instance vars are used anywhere in - # methods? so why are they set on this type? - self.node_url = config['node_url'] - self.hyperion_url = config['hyperion_url'] - - self.cleos = CLEOS(endpoint=self.node_url) + def __init__(self, config: Config): + self.config = config + self.cleos = CLEOS(endpoint=config.node_url) self.cleos.load_abi('gpu.scd', GPU_CONTRACT_ABI) - self.ipfs_url = config['ipfs_url'] - - self.ipfs_client = AsyncIPFSHTTP(self.ipfs_url) - - self.ipfs_domain = DEFAULT_IPFS_DOMAIN - if 'ipfs_domain' in config: - self.ipfs_domain = config['ipfs_domain'] + self.ipfs_client = AsyncIPFSHTTP(config.ipfs_url) self._wip_requests = {} - maybe_update_tui(lambda tui: tui.set_header_text(new_worker_name=self.account)) + maybe_update_tui(lambda tui: tui.set_header_text(new_worker_name=self.config.account)) # blockchain helpers @@ -135,8 +120,8 @@ class NetConnector: 'gpu.scd', 'gpu.scd', 'users', index_position=1, key_type='name', - lower_bound=self.account, - upper_bound=self.account + lower_bound=self.config.account, + upper_bound=self.config.account )) if rows: @@ -190,12 +175,12 @@ class NetConnector: 'gpu.scd', 'workbegin', list({ - 'worker': self.account, + 'worker': self.config.account, 'request_id': request_id, 'max_workers': 2 }.values()), - self.account, self.key, - permission=self.permission + self.config.account, self.config.key, + permission=self.config.permission ) ) @@ -207,12 +192,12 @@ class NetConnector: 'gpu.scd', 'workcancel', list({ - 'worker': self.account, + 'worker': self.config.account, 'request_id': request_id, 'reason': reason }.values()), - self.account, self.key, - permission=self.permission + self.config.account, self.config.key, + permission=self.config.permission ) ) @@ -230,11 +215,11 @@ class NetConnector: 'gpu.scd', 'withdraw', list({ - 'user': self.account, + 'user': self.config.account, 'quantity': Asset.from_str(balance) }.values()), - self.account, self.key, - permission=self.permission + self.config.account, self.config.key, + permission=self.config.permission ) ) @@ -246,8 +231,8 @@ class NetConnector: 'gpu.scd', 'gpu.scd', 'results', index_position=4, key_type='name', - lower_bound=self.account, - upper_bound=self.account + lower_bound=self.config.account, + upper_bound=self.config.account ) ) return rows @@ -266,14 +251,14 @@ class NetConnector: 'gpu.scd', 'submit', list({ - 'worker': self.account, + 'worker': self.config.account, 'request_id': request_id, 'request_hash': request_hash, 'result_hash': result_hash, 'ipfs_hash': ipfs_hash }.values()), - self.account, self.key, - permission=self.permission + self.config.account, self.config.key, + permission=self.config.permission ) ) @@ -310,7 +295,7 @@ class NetConnector: consuming AI model. ''' - link = f'https://{self.ipfs_domain}/ipfs/{ipfs_hash}' + link = f'https://{self.config.ipfs_domain}/ipfs/{ipfs_hash}' res = await get_ipfs_file(link, timeout=1) if not res or res.status_code != 200: From 149d9f9f33c3f9df57ab8e678f9d0d444f5f20ba Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 16:41:50 -0300 Subject: [PATCH 50/61] Factor out WorkerDaemon, split into functions, made poller into an async gen and moved it to NetConnector as well as should_cancel --- skynet/cli.py | 4 +- skynet/config.py | 1 + skynet/dgpu/__init__.py | 45 +---- skynet/dgpu/compute.py | 1 + skynet/dgpu/daemon.py | 418 ++++++++++++++-------------------------- skynet/dgpu/network.py | 40 +++- 6 files changed, 199 insertions(+), 310 deletions(-) diff --git a/skynet/cli.py b/skynet/cli.py index 0ead5d3..f835d98 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -193,14 +193,14 @@ def dgpu( config_path: str ): import trio - from .dgpu import open_dgpu_node + from .dgpu import _dgpu_main logging.basicConfig(level=loglevel) config = load_skynet_toml(file_path=config_path) set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) - trio.run(open_dgpu_node, config.dgpu) + trio.run(_dgpu_main, config.dgpu) @run.command() diff --git a/skynet/config.py b/skynet/config.py index ca7b745..7625dab 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -26,6 +26,7 @@ class DgpuConfig(msgspec.Struct): backend: str = 'sync-on-thread' api_bind: str = False tui: bool = False + poll_time: float = 0.5 class TelegramConfig(msgspec.Struct): account: str diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 6f7c6f7..1c1f40c 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -3,23 +3,13 @@ import logging import trio import urwid -from hypercorn.config import Config as HCConfig -from hypercorn.trio import serve -from quart_trio import QuartTrio as Quart - from skynet.config import Config from skynet.dgpu.tui import init_tui -from skynet.dgpu.daemon import WorkerDaemon +from skynet.dgpu.daemon import serve_forever from skynet.dgpu.network import NetConnector -async def open_dgpu_node(config: Config) -> None: - ''' - Open a top level "GPU mgmt daemon", keep the - `WorkerDaemon._snap: dict[str, list|dict]` table - and *maybe* serve a `hypercorn` web API. - - ''' +async def _dgpu_main(config: Config) -> None: # suppress logs from httpx (logs url + status after every query) logging.getLogger("httpx").setLevel(logging.WARNING) @@ -28,29 +18,14 @@ async def open_dgpu_node(config: Config) -> None: tui = init_tui() conn = NetConnector(config) - daemon = WorkerDaemon(conn, config) - api: Quart|None = None - if config.api_bind: - api_conf = HCConfig() - api_conf.bind = [config.api_bind] - api: Quart = await daemon.generate_api() + try: + n: trio.Nursery + async with trio.open_nursery() as n: + if tui: + n.start_soon(tui.run) - tn: trio.Nursery - async with trio.open_nursery() as tn: - tn.start_soon(daemon.snap_updater_task) - if tui: - tn.start_soon(tui.run) + await serve_forever(config, conn) - # TODO, consider a more explicit `as hypercorn_serve` - # to clarify? - if api: - logging.info(f'serving api @ {config["api_bind"]}') - tn.start_soon(serve, api, api_conf) - - try: - # block until cancelled - await daemon.serve_forever() - - except *urwid.ExitMainLoop: - ... + except *urwid.ExitMainLoop: + ... diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index a027dc8..5e90791 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -20,6 +20,7 @@ from skynet.dgpu.errors import ( from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for + def prepare_params_for_diffuse( params: dict, mode: str, diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 31c3d79..f3f8ef3 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -7,8 +7,6 @@ from functools import partial from hashlib import sha256 import trio -from quart import jsonify -from quart_trio import QuartTrio as Quart from skynet.config import DgpuConfig as Config from skynet.constants import ( @@ -31,291 +29,175 @@ def convert_reward_to_int(reward_str): return int(int_part + decimal_part) -class WorkerDaemon: - ''' - The root "GPU daemon". +async def maybe_update_tui_balance(conn: NetConnector): + async def _fn(tui): + # update balance + balance = await conn.get_worker_balance() + tui.set_header_text(new_balance=f'balance: {balance}') - Contains/manages underlying susystems: - - a GPU connecto + await maybe_update_tui_async(_fn) - ''' - def __init__( - self, - conn: NetConnector, - config: Config + +async def maybe_serve_one( + config: Config, + conn: NetConnector, + req: dict, +): + rid = req['id'] + logging.info(f'maybe serve request #{rid}') + + # parse request + body = json.loads(req['body']) + model = body['params']['model'] + + # if model not known, ignore. + if ( + model != 'RealESRGAN_x4plus' + and + model not in MODELS ): - self.config = config - self.conn: NetConnector = conn + logging.warning(f'unknown model {model}!, skip...') + return - self._snap = { - 'queue': [], - 'requests': {}, - 'results': [] - } + # only handle whitelisted models + if ( + len(config.model_whitelist) > 0 + and + model not in config.model_whitelist + ): + logging.warning('model not whitelisted!, skip...') + return - self._benchmark: list[float] = [] - self._last_benchmark: list[float]|None = None - self._last_generation_ts: str|None = None + # if blacklist contains model skip + if ( + len(config.model_blacklist) > 0 + and + model in config.model_blacklist + ): + logging.warning('model not blacklisted!, skip...') + return - def _get_benchmark_speed(self) -> float: - ''' - Return the (arithmetic) average work-iterations-per-second - fconducted by this compute worker. + results = [res['request_id'] for res in conn._tables['results']] - ''' - if not self._last_benchmark: - return 0 + # if worker already produced a result for this request + if rid in results: + logging.info(f'worker already submitted a result for request #{rid}, skip...') + return - start = self._last_benchmark[0] - end = self._last_benchmark[-1] + statuses = conn._tables['requests'][rid] - elapsed = end - start - its = len(self._last_benchmark) - speed = its / elapsed + # skip if workers in non_compete already on it + competitors = set((status['worker'] for status in statuses)) + if bool(config.non_compete & competitors): + logging.info('worker in configured non_compete list already working on request, skip...') + return - logging.info(f'{elapsed} s total its: {its}, at {speed} it/s ') + # resolve the ipfs hashes into the actual data behind them + inputs = [] + raw_inputs = req['binary_data'].split(',') + if raw_inputs: + logging.info(f'fetching IPFS inputs: {raw_inputs}') - return speed + retry = 3 + for _input in req['binary_data'].split(','): + if _input: + for r in range(retry): + try: + # user `GPUConnector` to IO with + # storage layer to seed the compute + # task. + img = await conn.get_input_data(_input) + inputs.append(img) + logging.info(f'retrieved {_input}!') + break - async def should_cancel_work(self, request_id: int): - self._benchmark.append(time.time()) - logging.info('should cancel work?') - if request_id not in self._snap['requests']: - logging.info(f'request #{request_id} no longer in queue, likely its been filled by another worker, cancelling work...') - return True + except BaseException: + logging.exception( + f'IPFS fetch input error !?! retries left {retry - r - 1}\n' + ) - competitors = set([ - status['worker'] - for status in self._snap['requests'][request_id] - if status['worker'] != self.config.account - ]) - logging.info(f'competitors: {competitors}') - should_cancel = bool(self.config.non_compete & competitors) - logging.info(f'cancel: {should_cancel}') - return should_cancel + # compute unique request hash used on submit + hash_str = ( + str(req['nonce']) + + + req['body'] + + + req['binary_data'] + ) + logging.debug(f'hashing: {hash_str}') + request_hash = sha256(hash_str.encode('utf-8')).hexdigest() + logging.info(f'calculated request hash: {request_hash}') + + total_step = body['params']['step'] + model = body['params']['model'] + mode = body['method'] + + # TODO: validate request + + resp = await conn.begin_work(rid) + if not resp or 'code' in resp: + logging.info('begin_work error, probably being worked on already... skip.') + return + + with maybe_load_model(model, mode): + try: + maybe_update_tui(lambda tui: tui.set_progress(0, done=total_step)) + + output_type = 'png' + if 'output_type' in body['params']: + output_type = body['params']['output_type'] + + output = None + output_hash = None + match config.backend: + case 'sync-on-thread': + output_hash, output = await trio.to_thread.run_sync( + partial( + compute_one, + rid, + mode, body['params'], + inputs=inputs, + should_cancel=conn.should_cancel_work, + ) + ) + + case _: + raise DGPUComputeError( + f'Unsupported backend {config.backend}' + ) + + maybe_update_tui(lambda tui: tui.set_progress(total_step)) + + ipfs_hash = await conn.publish_on_ipfs(output, typ=output_type) + + await conn.submit_work(rid, request_hash, output_hash, ipfs_hash) + + await maybe_update_tui_balance(conn) - async def snap_updater_task(self): - ''' - Busy loop update the local `._snap: dict` table from + except BaseException as err: + if 'network cancel' not in str(err): + logging.exception('Failed to serve model request !?\n') - ''' - while True: - self._snap = await self.conn.get_full_queue_snapshot() - await trio.sleep(1) + if rid in conn._tables['requests']: + await conn.cancel_work(rid, 'reason not provided') - # TODO, design suggestion, just make this a lazily accessed - # `@class_property` if we're 3.12+ - # |_ https://docs.python.org/3/library/functools.html#functools.cached_property - async def generate_api(self) -> Quart: - ''' - Gen a `Quart`-compat web API spec which (for now) simply - serves a small monitoring ep that reports, - - iso-time-stamp of the last served model-output - - the worker's average "compute-iterations-per-second" +async def serve_forever(config: Config, conn: NetConnector): + await maybe_update_tui_balance(conn) + try: + async for tables in conn.iter_poll_update(config.poll_time): + queue = tables['queue'] - ''' - app = Quart(__name__) - - @app.route('/') - async def health(): - return jsonify( - account=self.config.account, - version=VERSION, - last_generation_ts=self._last_generation_ts, - last_generation_speed=self._get_benchmark_speed() + random.shuffle(queue) + queue = sorted( + queue, + key=lambda req: convert_reward_to_int(req['reward']), + reverse=True ) - return app + if len(queue) > 0: + await maybe_serve_one(config, conn, queue[0]) - async def _update_balance(self): - async def _fn(tui): - # update balance - balance = await self.conn.get_worker_balance() - tui.set_header_text(new_balance=f'balance: {balance}') - - await maybe_update_tui_async(_fn) - - # TODO? this func is kinda big and maybe is better at module - # level to reduce indentation? - # -[ ] just pass `daemon: WorkerDaemon` vs. `self` - async def maybe_serve_one( - self, - req: dict, - ): - rid = req['id'] - logging.info(f'maybe serve request #{rid}') - - # parse request - body = json.loads(req['body']) - model = body['params']['model'] - - # if model not known, ignore. - if ( - model != 'RealESRGAN_x4plus' - and - model not in MODELS - ): - logging.warning(f'unknown model {model}!, skip...') - return False - - # only handle whitelisted models - if ( - len(self.config.model_whitelist) > 0 - and - model not in self.config.model_whitelist - ): - logging.warning('model not whitelisted!, skip...') - return False - - # if blacklist contains model skip - if ( - len(self.config.model_blacklist) > 0 - and - model in self.config.model_blacklist - ): - logging.warning('model not blacklisted!, skip...') - return False - - results = [res['request_id'] for res in self._snap['results']] - - # if worker already produced a result for this request - if rid in results: - logging.info(f'worker already submitted a result for request #{rid}, skip...') - return False - - statuses = self._snap['requests'][rid] - - # skip if workers in non_compete already on it - competitors = set((status['worker'] for status in statuses)) - if bool(self.config.non_compete & competitors): - logging.info('worker in configured non_compete list already working on request, skip...') - return False - - # resolve the ipfs hashes into the actual data behind them - inputs = [] - raw_inputs = req['binary_data'].split(',') - if raw_inputs: - logging.info(f'fetching IPFS inputs: {raw_inputs}') - - retry = 3 - for _input in req['binary_data'].split(','): - if _input: - for r in range(retry): - try: - # user `GPUConnector` to IO with - # storage layer to seed the compute - # task. - img = await self.conn.get_input_data(_input) - inputs.append(img) - logging.info(f'retrieved {_input}!') - break - - except BaseException: - logging.exception( - f'IPFS fetch input error !?! retries left {retry - r - 1}\n' - ) - - # compute unique request hash used on submit - hash_str = ( - str(req['nonce']) - + - req['body'] - + - req['binary_data'] - ) - logging.debug(f'hashing: {hash_str}') - request_hash = sha256(hash_str.encode('utf-8')).hexdigest() - logging.info(f'calculated request hash: {request_hash}') - - total_step = body['params']['step'] - model = body['params']['model'] - mode = body['method'] - - # TODO: validate request - - resp = await self.conn.begin_work(rid) - if not resp or 'code' in resp: - logging.info('begin_work error, probably being worked on already... skip.') - return False - - with maybe_load_model(model, mode): - try: - maybe_update_tui(lambda tui: tui.set_progress(0, done=total_step)) - - output_type = 'png' - if 'output_type' in body['params']: - output_type = body['params']['output_type'] - - output = None - output_hash = None - match self.config.backend: - case 'sync-on-thread': - output_hash, output = await trio.to_thread.run_sync( - partial( - compute_one, - rid, - mode, body['params'], - inputs=inputs, - should_cancel=self.should_cancel_work, - ) - ) - - case _: - raise DGPUComputeError( - f'Unsupported backend {self.config.backend}' - ) - - maybe_update_tui(lambda tui: tui.set_progress(total_step)) - - self._last_generation_ts: str = datetime.now().isoformat() - self._last_benchmark: list[float] = self._benchmark - self._benchmark: list[float] = [] - - ipfs_hash = await self.conn.publish_on_ipfs(output, typ=output_type) - - await self.conn.submit_work(rid, request_hash, output_hash, ipfs_hash) - - await self._update_balance() - - - except BaseException as err: - if 'network cancel' not in str(err): - logging.exception('Failed to serve model request !?\n') - - if rid in self._snap['requests']: - await self.conn.cancel_work(rid, 'reason not provided') - - finally: - return True - - # TODO, as per above on `.maybe_serve_one()`, it's likely a bit - # more *trionic* to define this all as a module level task-func - # which operates on a `daemon: WorkerDaemon`? - # - # -[ ] keeps tasks-as-funcs style prominent - # -[ ] avoids so much indentation due to methods - async def serve_forever(self): - await self._update_balance() - try: - while True: - queue = self._snap['queue'] - - random.shuffle(queue) - queue = sorted( - queue, - key=lambda req: convert_reward_to_int(req['reward']), - reverse=True - ) - - for req in queue: - # TODO, as mentioned above just inline this once - # converted to a mod level func. - if (await self.maybe_serve_one(req)): - break - - await trio.sleep(1) - - except KeyboardInterrupt: - ... + except KeyboardInterrupt: + ... diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 9076ee2..8b45197 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -3,6 +3,7 @@ import json import time import logging from pathlib import Path +from typing import AsyncGenerator from functools import partial import trio @@ -66,7 +67,11 @@ class NetConnector: self.ipfs_client = AsyncIPFSHTTP(config.ipfs_url) - self._wip_requests = {} + self._tables = { + 'queue': [], + 'requests': {}, + 'results': [] + } maybe_update_tui(lambda tui: tui.set_header_text(new_worker_name=self.config.account)) @@ -132,9 +137,6 @@ class NetConnector: logging.info('no balance info found') return None - # TODO, considery making this a NON-method and instead - # handing in the `snap['queue']` output beforehand? - # -> since that call is the only usage of `self`? async def get_full_queue_snapshot(self): ''' Keep in-sync with latest (telos chain's smart-contract) table @@ -162,6 +164,34 @@ class NetConnector: return snap + async def iter_poll_update(self, poll_time: float) -> AsyncGenerator[dict, None]: + ''' + Long running task, olls gpu contract tables yields latest table rows + + ''' + while True: + start_time = time.time() + self._tables = await self.get_full_queue_snapshot() + elapsed = time.time() - start_time + yield self._tables + await trio.sleep(max(poll_time - elapsed, 0.1)) + + async def should_cancel_work(self, request_id: int) -> bool: + logging.info('should cancel work?') + if request_id not in self._tables['requests']: + logging.info(f'request #{request_id} no longer in queue, likely its been filled by another worker, cancelling work...') + return True + + competitors = set([ + status['worker'] + for status in self._tables['requests'][request_id] + if status['worker'] != self.config.account + ]) + logging.info(f'competitors: {competitors}') + should_cancel = bool(self.config.non_compete & competitors) + logging.info(f'cancel: {should_cancel}') + return should_cancel + async def begin_work(self, request_id: int): ''' Publish to the bc that the worker is beginning a model-computation @@ -244,7 +274,7 @@ class NetConnector: result_hash: str, ipfs_hash: str ): - logging.info('submit_work #{request_id}') + logging.info(f'submit_work #{request_id}') return await failable( partial( self.cleos.a_push_action, From f39859943de1a6630579d17ee43a5ef74a20671d Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 20:24:31 -0300 Subject: [PATCH 51/61] Update py-leap and use its new apis on testing, add a comment on fields of DgpuConfig struct, minor name changing and mechanics of open_worker, make logging configurable --- pyproject.toml | 4 +- skynet/config.py | 50 +++++++------- skynet/dgpu/__init__.py | 15 +++-- skynet/dgpu/daemon.py | 2 +- skynet/dgpu/tui.py | 14 ++-- skynet/nodeos.py | 143 ---------------------------------------- tests/conftest.py | 30 +++++++-- tests/test_chain.py | 3 + tests/test_deploy.py | 104 ----------------------------- uv.lock | 18 ++++- 10 files changed, 90 insertions(+), 293 deletions(-) delete mode 100755 skynet/nodeos.py create mode 100644 tests/test_chain.py delete mode 100644 tests/test_deploy.py diff --git a/pyproject.toml b/pyproject.toml index 94a9740..0f074db 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -40,6 +40,7 @@ frontend = [ dev = [ "pdbpp>=0.10.3,<0.11", "pytest>=7.4.2,<8", + "pytest-dockerctl", "pytest-trio>=0.8.0,<0.9", ] cuda = [ @@ -80,7 +81,8 @@ explicit = true torch = { index = "torch" } triton = { index = "torch" } torchvision = { index = "torch" } -py-leap = { git = "https://github.com/guilledk/py-leap.git", rev = "v0.1a32" } +py-leap = { git = "https://github.com/guilledk/py-leap.git", rev = "v0.1a34" } +pytest-dockerctl = { git = "https://github.com/pikers/pytest-dockerctl.git", branch = "g_update" } [build-system] requires = ["hatchling"] diff --git a/skynet/config.py b/skynet/config.py index 7625dab..f319714 100755 --- a/skynet/config.py +++ b/skynet/config.py @@ -11,24 +11,25 @@ class ConfigParsingError(BaseException): class DgpuConfig(msgspec.Struct): - account: str - permission: str - key: str - node_url: str - hyperion_url: str - ipfs_url: str - hf_token: str - ipfs_domain: str = DEFAULT_IPFS_DOMAIN - hf_home: str = 'hf_home' - non_compete: set[str] = set() - model_whitelist: set[str] = set() - model_blacklist: set[str] = set() - backend: str = 'sync-on-thread' - api_bind: str = False - tui: bool = False - poll_time: float = 0.5 + account: str # worker account name + permission: str # account permission name associated with key + key: str # private key + node_url: str # antelope http api endpoint + ipfs_url: str # IPFS node http rpc endpoint + hf_token: str # hugging face token + ipfs_domain: str = DEFAULT_IPFS_DOMAIN # IPFS Gateway domain + hf_home: str = 'hf_home' # hugging face data cache location + non_compete: set[str] = set() # set of worker names to not compete in requests + model_whitelist: set[str] = set() # only run these models + model_blacklist: set[str] = set() # don't run this models + backend: str = 'sync-on-thread' # select inference backend + tui: bool = False # enable TUI monitor + poll_time: float = 0.5 # wait time for polling updates from contract + log_level: str = 'info' + log_file: str = 'dgpu.log' # log file path (only used when tui = true) -class TelegramConfig(msgspec.Struct): + +class FrontendConfig(msgspec.Struct): account: str permission: str key: str @@ -37,32 +38,27 @@ class TelegramConfig(msgspec.Struct): ipfs_url: str token: str -class DiscordConfig(msgspec.Struct): - account: str - permission: str - key: str - node_url: str - hyperion_url: str - ipfs_url: str - token: str class PinnerConfig(msgspec.Struct): hyperion_url: str ipfs_url: str + class UserConfig(msgspec.Struct): account: str permission: str key: str node_url: str + class Config(msgspec.Struct): dgpu: DgpuConfig | None = None - telegram: TelegramConfig | None = None - discord: DiscordConfig | None = None + telegram: FrontendConfig | None = None + discord: FrontendConfig | None = None pinner: PinnerConfig | None = None user: UserConfig | None = None + def load_skynet_toml(file_path=DEFAULT_CONFIG_PATH) -> Config: with open(file_path, 'r') as file: return msgspec.toml.decode(file.read(), type=Config) diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 1c1f40c..24e2f7a 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -1,21 +1,23 @@ import logging +from contextlib import asynccontextmanager as acm import trio import urwid from skynet.config import Config from skynet.dgpu.tui import init_tui -from skynet.dgpu.daemon import serve_forever +from skynet.dgpu.daemon import dgpu_serve_forever from skynet.dgpu.network import NetConnector -async def _dgpu_main(config: Config) -> None: +@acm +async def open_worker(config: Config): # suppress logs from httpx (logs url + status after every query) logging.getLogger("httpx").setLevel(logging.WARNING) tui = None if config.tui: - tui = init_tui() + tui = init_tui(config) conn = NetConnector(config) @@ -25,7 +27,12 @@ async def _dgpu_main(config: Config) -> None: if tui: n.start_soon(tui.run) - await serve_forever(config, conn) + yield conn except *urwid.ExitMainLoop: ... + + +async def _dgpu_main(config: Config): + async with open_worker(config) as conn: + await dgpu_serve_forever(config, conn) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index f3f8ef3..b94af9b 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -183,7 +183,7 @@ async def maybe_serve_one( await conn.cancel_work(rid, 'reason not provided') -async def serve_forever(config: Config, conn: NetConnector): +async def dgpu_serve_forever(config: Config, conn: NetConnector): await maybe_update_tui_balance(conn) try: async for tables in conn.iter_poll_update(config.poll_time): diff --git a/skynet/dgpu/tui.py b/skynet/dgpu/tui.py index 7614d1c..ed3c1a7 100644 --- a/skynet/dgpu/tui.py +++ b/skynet/dgpu/tui.py @@ -5,6 +5,8 @@ import warnings import trio import urwid +from skynet.config import DgpuConfig as Config + class WorkerMonitor: def __init__(self): @@ -166,13 +168,15 @@ class WorkerMonitor: self.update_requests(queue) -def setup_logging_for_tui(level): +def setup_logging_for_tui(config: Config): warnings.filterwarnings("ignore") + level = getattr(logging, config.log_level.upper(), logging.WARNING) + logger = logging.getLogger() logger.setLevel(level) - fh = logging.FileHandler('dgpu.log') + fh = logging.FileHandler(config.log_file) fh.setLevel(level) formatter = logging.Formatter("%(asctime)s - %(levelname)s - %(message)s") @@ -185,11 +189,11 @@ def setup_logging_for_tui(level): logger.removeHandler(handler) -_tui = None -def init_tui(): +_tui: WorkerMonitor | None = None +def init_tui(config: Config): global _tui assert not _tui - setup_logging_for_tui(logging.INFO) + setup_logging_for_tui(config) _tui = WorkerMonitor() return _tui diff --git a/skynet/nodeos.py b/skynet/nodeos.py deleted file mode 100755 index 6b9f756..0000000 --- a/skynet/nodeos.py +++ /dev/null @@ -1,143 +0,0 @@ -import json -import time -import logging - -from contextlib import contextmanager as cm - -import docker - -from leap.cleos import CLEOS -from leap.sugar import get_container, Symbol - - -@cm -def open_nodeos(cleanup: bool = True): - dclient = docker.from_env() - vtestnet = get_container( - dclient, - 'guilledk/skynet:leap-4.0.1', - name='skynet-nodeos', - force_unique=True, - detach=True, - network='host') - - try: - cleos = CLEOS( - dclient, vtestnet, - url='http://127.0.0.1:42000', - remote='http://127.0.0.1:42000' - ) - - cleos.start_keosd() - - priv, pub = cleos.create_key_pair() - logging.info(f'SUDO KEYS: {(priv, pub)}') - - cleos.setup_wallet(priv) - - genesis = json.dumps({ - "initial_timestamp": '2017-08-29T02:14:00.000', - "initial_key": pub, - "initial_configuration": { - "max_block_net_usage": 1048576, - "target_block_net_usage_pct": 1000, - "max_transaction_net_usage": 1048575, - "base_per_transaction_net_usage": 12, - "net_usage_leeway": 500, - "context_free_discount_net_usage_num": 20, - "context_free_discount_net_usage_den": 100, - "max_block_cpu_usage": 200000, - "target_block_cpu_usage_pct": 1000, - "max_transaction_cpu_usage": 150000, - "min_transaction_cpu_usage": 100, - "max_transaction_lifetime": 3600, - "deferred_trx_expiration_window": 600, - "max_transaction_delay": 3888000, - "max_inline_action_size": 4096, - "max_inline_action_depth": 4, - "max_authority_depth": 6 - } - }, indent=4) - - ec, out = cleos.run( - ['bash', '-c', f'echo \'{genesis}\' > /root/skynet.json']) - assert ec == 0 - - place_holder = 'EOS5fLreY5Zq5owBhmNJTgQaLqQ4ufzXSTpStQakEyfxNFuUEgNs1=KEY:5JnvSc6pewpHHuUHwvbJopsew6AKwiGnexwDRc2Pj2tbdw6iML9' - sig_provider = f'{pub}=KEY:{priv}' - nodeos_config_ini = '/root/nodeos/config.ini' - ec, out = cleos.run( - ['bash', '-c', f'sed -i -e \'s/{place_holder}/{sig_provider}/g\' {nodeos_config_ini}']) - assert ec == 0 - - cleos.start_nodeos_from_config( - nodeos_config_ini, - data_dir='/root/nodeos/data', - genesis='/root/skynet.json', - state_plugin=True) - - time.sleep(0.5) - cleos.wait_blocks(1) - cleos.boot_sequence(token_sym=Symbol('GPU', 4)) - - priv, pub = cleos.create_key_pair() - cleos.import_key(priv) - cleos.private_keys['telos.gpu'] = priv - logging.info(f'GPU KEYS: {(priv, pub)}') - cleos.new_account('telos.gpu', ram=4200000, key=pub) - - for i in range(1, 4): - priv, pub = cleos.create_key_pair() - cleos.import_key(priv) - cleos.private_keys[f'testworker{i}'] = priv - logging.info(f'testworker{i} KEYS: {(priv, pub)}') - cleos.create_account_staked( - 'eosio', f'testworker{i}', key=pub) - - priv, pub = cleos.create_key_pair() - cleos.import_key(priv) - logging.info(f'TELEGRAM KEYS: {(priv, pub)}') - cleos.create_account_staked( - 'eosio', 'telegram', ram=500000, key=pub) - - cleos.transfer_token( - 'eosio', 'telegram', '1000000.0000 GPU', 'Initial testing funds') - - cleos.deploy_contract_from_host( - 'telos.gpu', - 'tests/contracts/telos.gpu', - verify_hash=False, - create_account=False - ) - - ec, out = cleos.push_action( - 'telos.gpu', - 'config', - ['eosio.token', '4,GPU'], - 'telos.gpu@active' - ) - assert ec == 0 - - ec, out = cleos.transfer_token( - 'telegram', 'telos.gpu', '1000000.0000 GPU', 'Initial testing funds') - assert ec == 0 - - user_row = cleos.get_table( - 'telos.gpu', - 'telos.gpu', - 'users', - index_position=1, - key_type='name', - lower_bound='telegram', - upper_bound='telegram' - ) - assert len(user_row) == 1 - - yield cleos - - finally: - # ec, out = cleos.list_all_keys() - # logging.info(out) - if cleanup: - vtestnet.stop() - vtestnet.remove() diff --git a/tests/conftest.py b/tests/conftest.py index 56c0780..fe8bcf3 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -2,23 +2,43 @@ import pytest from skynet.config import * from skynet.ipfs import AsyncIPFSHTTP -from skynet.nodeos import open_nodeos @pytest.fixture(scope='session') def ipfs_client(): yield AsyncIPFSHTTP('http://127.0.0.1:5001') + @pytest.fixture(scope='session') def postgres_db(): from skynet.db import open_new_database with open_new_database() as db_params: yield db_params -@pytest.fixture(scope='session') -def cleos(): - with open_nodeos() as cli: - yield cli + +@pytest.fixture(scope='module') +def skynet_cleos(cleos_bs): + cleos = cleos_bs + + priv, pub = cleos.create_key_pair() + cleos.import_key('telos.gpu', priv) + cleos.new_account('telos.gpu', ram=4200000, key=pub) + + cleos.deploy_contract_from_path( + 'telos.gpu', + 'tests/contracts/telos.gpu', + create_account=False + ) + + cleos.push_action( + 'telos.gpu', + 'config', + ['eosio.token', '4,GPU'], + 'telos.gpu' + ) + + yield cleos + @pytest.fixture(scope='session') def dgpu(): diff --git a/tests/test_chain.py b/tests/test_chain.py new file mode 100644 index 0000000..243115a --- /dev/null +++ b/tests/test_chain.py @@ -0,0 +1,3 @@ +def test_dev(skynet_cleos): + cleos = skynet_cleos + ... diff --git a/tests/test_deploy.py b/tests/test_deploy.py deleted file mode 100644 index bfd93d9..0000000 --- a/tests/test_deploy.py +++ /dev/null @@ -1,104 +0,0 @@ -import time -import json - -from hashlib import sha256 -from functools import partial - -import trio -import requests -from skynet.constants import DEFAULT_IPFS_REMOTE - -from skynet.dgpu import open_dgpu_node - -from leap.sugar import collect_stdout - - -def test_enqueue_work(cleos): - user = 'telegram' - req = json.dumps({ - 'method': 'diffuse', - 'params': { - 'algo': 'midj', - 'prompt': 'skynet terminator dystopic', - 'width': 512, - 'height': 512, - 'guidance': 10, - 'step': 28, - 'seed': 420, - 'upscaler': 'x4' - } - }) - binary = '' - - ec, out = cleos.push_action( - 'telos.gpu', 'enqueue', [user, req, binary, '20.0000 GPU', 1], f'{user}@active' - ) - - assert ec == 0 - - queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue') - - assert len(queue) == 1 - - req_on_chain = queue[0] - - assert req_on_chain['user'] == user - assert req_on_chain['body'] == req - assert req_on_chain['binary_data'] == binary - - trio.run( - partial( - open_dgpu_node, - f'testworker1', - 'active', - cleos, - DEFAULT_IPFS_REMOTE, - cleos.private_keys['testworker1'], - initial_algos=['midj'] - ) - ) - - queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue') - - assert len(queue) == 0 - - -def test_enqueue_dequeue(cleos): - user = 'telegram' - req = json.dumps({ - 'method': 'diffuse', - 'params': { - 'algo': 'midj', - 'prompt': 'skynet terminator dystopic', - 'width': 512, - 'height': 512, - 'guidance': 10, - 'step': 28, - 'seed': 420, - 'upscaler': 'x4' - } - }) - binary = '' - - ec, out = cleos.push_action( - 'telos.gpu', 'enqueue', [user, req, binary, '20.0000 GPU', 1], f'{user}@active' - ) - - assert ec == 0 - - request_id, _ = collect_stdout(out).split(':') - request_id = int(request_id) - - queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue') - - assert len(queue) == 1 - - ec, out = cleos.push_action( - 'telos.gpu', 'dequeue', [user, request_id], f'{user}@active' - ) - - assert ec == 0 - - queue = cleos.get_table('telos.gpu', 'telos.gpu', 'queue') - - assert len(queue) == 0 diff --git a/uv.lock b/uv.lock index 4dbb56d..23dd35c 100644 --- a/uv.lock +++ b/uv.lock @@ -1730,8 +1730,8 @@ wheels = [ [[package]] name = "py-leap" -version = "0.1a32" -source = { git = "https://github.com/guilledk/py-leap.git?rev=v0.1a32#c8137dec3d0a7d1e883cafe5212d58a8e9db9b84" } +version = "0.1a34" +source = { git = "https://github.com/guilledk/py-leap.git?rev=v0.1a34#6055ca7063c1eb32644e855c6726c29a1d7ac7e9" } dependencies = [ { name = "base58" }, { name = "cryptos" }, @@ -1832,6 +1832,16 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/51/ff/f6e8b8f39e08547faece4bd80f89d5a8de68a38b2d179cc1c4490ffa3286/pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8", size = 325287 }, ] +[[package]] +name = "pytest-dockerctl" +version = "0.2a0" +source = { git = "https://github.com/pikers/pytest-dockerctl.git?branch=g_update#d58e9317b55954f05f139730a62d55e1acb5f5d1" } +dependencies = [ + { name = "docker" }, + { name = "pytest" }, + { name = "pytest-trio" }, +] + [[package]] name = "pytest-trio" version = "0.8.0" @@ -2268,6 +2278,7 @@ cuda = [ dev = [ { name = "pdbpp" }, { name = "pytest" }, + { name = "pytest-dockerctl" }, { name = "pytest-trio" }, ] frontend = [ @@ -2288,7 +2299,7 @@ requires-dist = [ { name = "outcome", specifier = ">=1.3.0.post0" }, { name = "pillow", specifier = ">=10.0.1,<11" }, { name = "protobuf", specifier = ">=5.29.3,<6" }, - { name = "py-leap", git = "https://github.com/guilledk/py-leap.git?rev=v0.1a32" }, + { name = "py-leap", git = "https://github.com/guilledk/py-leap.git?rev=v0.1a34" }, { name = "pytz", specifier = "~=2023.3.post1" }, { name = "toml", specifier = ">=0.10.2,<0.11" }, { name = "trio", specifier = ">=0.22.2,<0.23" }, @@ -2320,6 +2331,7 @@ cuda = [ dev = [ { name = "pdbpp", specifier = ">=0.10.3,<0.11" }, { name = "pytest", specifier = ">=7.4.2,<8" }, + { name = "pytest-dockerctl", git = "https://github.com/pikers/pytest-dockerctl.git?branch=g_update" }, { name = "pytest-trio", specifier = ">=0.8.0,<0.9" }, ] frontend = [ From d0e084b867abe5a5e1fc1dc06ad8bc3ea5fdccdd Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 20:55:01 -0300 Subject: [PATCH 52/61] Update example config --- skynet.toml.example | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/skynet.toml.example b/skynet.toml.example index a075a30..b50b8b2 100644 --- a/skynet.toml.example +++ b/skynet.toml.example @@ -1,21 +1,20 @@ # config sections are optional, depending on which services # you wish to run -[skynet.dgpu] +[dgpu] account = 'testworkerX' permission = 'active' key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' node_url = 'https://testnet.skygpu.net' -hyperion_url = 'https://testnet.skygpu.net' -ipfs_gateway_url = '/ip4/169.197.140.154/tcp/4001/p2p/12D3KooWKWogLFNEcNNMKnzU7Snrnuj84RZdMBg3sLiQSQc51oEv' ipfs_url = 'http://127.0.0.1:5001' hf_home = 'hf_home' hf_token = 'hf_XxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXxXx' -auto_withdraw = true non_compete = [] -api_bind = '127.0.0.1:42690' +tui = true +log_file = 'dgpu.log' +log_level = 'info' -[skynet.telegram] +[telegram] account = 'telegram' permission = 'active' key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' @@ -24,7 +23,7 @@ hyperion_url = 'https://testnet.skygpu.net' ipfs_url = 'http://127.0.0.1:5001' token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' -[skynet.discord] +[discord] account = 'discord' permission = 'active' key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' @@ -33,11 +32,11 @@ hyperion_url = 'https://testnet.skygpu.net' ipfs_url = 'http://127.0.0.1:5001' token = 'XXXXXXXXXX:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' -[skynet.pinner] +[pinner] hyperion_url = 'https://testnet.skygpu.net' ipfs_url = 'http://127.0.0.1:5001' -[skynet.user] +[user] account = 'testuser' permission = 'active' key = '5Xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx' From cebbd1059eae2aa31799d851831081b14f9bf3e2 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 22:01:00 -0300 Subject: [PATCH 53/61] Fix Upscaler hardcoding, add mockerpipeline and streamline dgpu tests --- pyproject.toml | 10 +- skynet/cli.py | 6 +- skynet/constants.py | 51 ++++--- skynet/dgpu/compute.py | 23 ++- skynet/dgpu/daemon.py | 9 +- skynet/dgpu/pipes/tester.py | 42 ++++++ skynet/utils.py | 2 +- tests/conftest.py | 24 ++- tests/test_reqs.py | 119 ++------------- uv.lock | 283 +----------------------------------- 10 files changed, 120 insertions(+), 449 deletions(-) create mode 100644 skynet/dgpu/pipes/tester.py diff --git a/pyproject.toml b/pyproject.toml index 0f074db..05bc088 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -16,10 +16,10 @@ dependencies = [ "msgspec>=0.19.0,<0.20", "numpy<2.1", "protobuf>=5.29.3,<6", - "zstandard>=0.23.0,<0.24", "click>=8.1.8,<9", "httpx>=0.28.1,<0.29", "outcome>=1.3.0.post0", + "urwid>=2.6.16", ] [project.scripts] @@ -47,12 +47,9 @@ cuda = [ "torch==2.5.1+cu121", "scipy==1.15.1", "numba==0.60.0", - "quart>=0.19.3,<0.20", - "triton==3.1.0", - "xformers>=0.0.29,<0.0.30", - "hypercorn>=0.14.4,<0.15", + # "triton==3.1.0", + # "xformers>=0.0.29,<0.0.30", "diffusers==0.32.1", - "quart-trio>=0.11.0,<0.12", "torchvision==0.20.1+cu121", "accelerate==0.34.0", "transformers==4.48.0", @@ -62,7 +59,6 @@ cuda = [ "basicsr>=1.4.2,<2", "realesrgan>=0.3.0,<0.4", "sentencepiece>=0.2.0", - "urwid>=2.6.16", ] [tool.uv] diff --git a/skynet/cli.py b/skynet/cli.py index f835d98..f78d31d 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -197,10 +197,10 @@ def dgpu( logging.basicConfig(level=loglevel) - config = load_skynet_toml(file_path=config_path) - set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) + config = load_skynet_toml(file_path=config_path).dgpu + set_hf_vars(config.hf_token, config.hf_home) - trio.run(_dgpu_main, config.dgpu) + trio.run(_dgpu_main, config) @run.command() diff --git a/skynet/constants.py b/skynet/constants.py index 7431d28..f0af6ee 100755 --- a/skynet/constants.py +++ b/skynet/constants.py @@ -1,4 +1,6 @@ import msgspec + +from enum import Enum from typing import Literal VERSION = '0.1a12' @@ -6,107 +8,108 @@ VERSION = '0.1a12' DOCKER_RUNTIME_CUDA = 'skynet:runtime-cuda' -class Size(msgspec.Struct): - w: int - h: int - - class ModelDesc(msgspec.Struct): - short: str - mem: float - size: Size - tags: list[Literal['txt2img', 'img2img', 'inpaint']] + short: str # short unique name + mem: float # recomended mem + attrs: dict # additional mode specific attrs + tags: list[Literal['txt2img', 'img2img', 'inpaint', 'upscale']] MODELS: dict[str, ModelDesc] = { + 'RealESRGAN_x4plus': ModelDesc( + short='realesrgan', + mem=4, + attrs={}, + tags=['upscale'] + ), 'runwayml/stable-diffusion-v1-5': ModelDesc( short='stable', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'stabilityai/stable-diffusion-2-1-base': ModelDesc( short='stable2', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'snowkidy/stable-diffusion-xl-base-0.9': ModelDesc( short='stablexl0.9', mem=8.3, - size=Size(w=1024, h=1024), + attrs={'size': {'w': 1024, 'h': 1024}}, tags=['txt2img'] ), 'Linaqruf/anything-v3.0': ModelDesc( short='hdanime', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'hakurei/waifu-diffusion': ModelDesc( short='waifu', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'nitrosocke/Ghibli-Diffusion': ModelDesc( short='ghibli', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'dallinmackay/Van-Gogh-diffusion': ModelDesc( short='van-gogh', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'lambdalabs/sd-pokemon-diffusers': ModelDesc( short='pokemon', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'Envvi/Inkpunk-Diffusion': ModelDesc( short='ink', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'nousr/robo-diffusion': ModelDesc( short='robot', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img'] ), 'black-forest-labs/FLUX.1-schnell': ModelDesc( short='flux', mem=24, - size=Size(w=1024, h=1024), + attrs={'size': {'w': 1024, 'h': 1024}}, tags=['txt2img'] ), 'black-forest-labs/FLUX.1-Fill-dev': ModelDesc( short='flux-inpaint', mem=24, - size=Size(w=1024, h=1024), + attrs={'size': {'w': 1024, 'h': 1024}}, tags=['inpaint'] ), 'diffusers/stable-diffusion-xl-1.0-inpainting-0.1': ModelDesc( short='stablexl-inpaint', mem=8.3, - size=Size(w=1024, h=1024), + attrs={'size': {'w': 1024, 'h': 1024}}, tags=['inpaint'] ), 'prompthero/openjourney': ModelDesc( short='midj', mem=6, - size=Size(w=512, h=512), + attrs={'size': {'w': 512, 'h': 512}}, tags=['txt2img', 'img2img'] ), 'stabilityai/stable-diffusion-xl-base-1.0': ModelDesc( short='stablexl', mem=8.3, - size=Size(w=1024, h=1024), + attrs={'size': {'w': 1024, 'h': 1024}}, tags=['txt2img'] ), } diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 5e90791..23daa63 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -12,6 +12,7 @@ from contextlib import contextmanager as cm import trio import torch +from skynet.config import load_skynet_toml from skynet.dgpu.tui import maybe_update_tui from skynet.dgpu.errors import ( DGPUComputeError, @@ -78,6 +79,7 @@ def maybe_load_model(name: str, mode: str): mode = 'txt2img' global _model_name, _model_mode, _model + config = load_skynet_toml().dgpu if _model_name != name or _model_mode != mode: # unload model @@ -93,7 +95,7 @@ def maybe_load_model(name: str, mode: str): else: _model = pipeline_for( - name, mode, cache_dir='hf_home') + name, mode, cache_dir=config.hf_home) _model_name = name _model_mode = mode @@ -101,25 +103,17 @@ def maybe_load_model(name: str, mode: str): logging.debug('memory summary:') logging.debug('\n' + torch.cuda.memory_summary()) - yield + yield _model def compute_one( + model, request_id: int, method: str, params: dict, inputs: list[bytes] = [], should_cancel = None ): - if method == 'diffuse': - method = 'txt2img' - - global _model, _model_name, _model_mode - - # validate correct model is loaded - assert params['model'] == _model_name - assert method == _model_mode - total_steps = params['step'] def inference_step_wakeup(*args, **kwargs): '''This is a callback function that gets invoked every inference step, @@ -132,6 +126,7 @@ def compute_one( maybe_update_tui(lambda tui: tui.set_progress(step, done=total_steps)) + should_raise = False if should_cancel: should_raise = trio.from_thread.run(should_cancel, request_id) @@ -155,7 +150,7 @@ def compute_one( name = params['model'] match method: - case 'txt2img' | 'img2img' | 'inpaint': + case 'diffuse' | 'txt2img' | 'img2img' | 'inpaint': arguments = prepare_params_for_diffuse( params, method, inputs) prompt, guidance, step, seed, upscaler, extra_params = arguments @@ -167,7 +162,7 @@ def compute_one( extra_params['callback'] = inference_step_wakeup extra_params['callback_steps'] = 1 - output = _model( + output = model( prompt, guidance_scale=guidance, num_inference_steps=step, @@ -194,7 +189,7 @@ def compute_one( case 'upscale': input_img = inputs[0].convert('RGB') - up_img, _ = _model.enhance( + up_img, _ = model.enhance( convert_from_image_to_cv2(input_img), outscale=4) output = convert_from_cv2_to_image(up_img) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index b94af9b..eb002b5 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -51,11 +51,7 @@ async def maybe_serve_one( model = body['params']['model'] # if model not known, ignore. - if ( - model != 'RealESRGAN_x4plus' - and - model not in MODELS - ): + if model not in MODELS: logging.warning(f'unknown model {model}!, skip...') return @@ -139,7 +135,7 @@ async def maybe_serve_one( logging.info('begin_work error, probably being worked on already... skip.') return - with maybe_load_model(model, mode): + with maybe_load_model(model, mode) as model: try: maybe_update_tui(lambda tui: tui.set_progress(0, done=total_step)) @@ -154,6 +150,7 @@ async def maybe_serve_one( output_hash, output = await trio.to_thread.run_sync( partial( compute_one, + model, rid, mode, body['params'], inputs=inputs, diff --git a/skynet/dgpu/pipes/tester.py b/skynet/dgpu/pipes/tester.py new file mode 100644 index 0000000..7978f22 --- /dev/null +++ b/skynet/dgpu/pipes/tester.py @@ -0,0 +1,42 @@ +import time + +from PIL import Image + +import msgspec + + +__model = { + 'name': 'skygpu/txt2img-mocker' +} + +class MockPipelineResult(msgspec.Struct): + images: list[Image] + +class MockPipeline: + + def __call__( + self, + prompt: str, + *args, + num_inference_steps: int = 3, + callback=None, + mock_step_time: float = 0.1, + **kwargs + ): + for i in range(num_inference_steps): + time.sleep(mock_step_time) + if callback: + callback(i+1) + + img = Image.new('RGB', (1, 1), color='green') + + return MockPipelineResult(images=[img]) + + +def pipeline_for( + model: str, + mode: str, + mem_fraction: float = 1.0, + cache_dir: str | None = None +): + return MockPipeline() diff --git a/skynet/utils.py b/skynet/utils.py index ce029bd..0ebf6fb 100755 --- a/skynet/utils.py +++ b/skynet/utils.py @@ -99,7 +99,7 @@ def pipeline_for( diffusers.utils.logging.disable_progress_bar() logging.info(f'pipeline_for {model} {mode}') - assert torch.cuda.is_available() + # assert torch.cuda.is_available() torch.cuda.empty_cache() torch.backends.cuda.matmul.allow_tf32 = True torch.backends.cudnn.allow_tf32 = True diff --git a/tests/conftest.py b/tests/conftest.py index fe8bcf3..4c6a406 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -40,19 +40,15 @@ def skynet_cleos(cleos_bs): yield cleos -@pytest.fixture(scope='session') -def dgpu(): - from skynet.dgpu.network import NetConnector - from skynet.dgpu.compute import ModelMngr - from skynet.dgpu.daemon import WorkerDaemon +@pytest.fixture +def inject_mockers(): + from skynet.constants import MODELS, ModelDesc - config = load_skynet_toml(file_path='skynet.toml') - hf_token = load_key(config, 'skynet.dgpu.hf_token') - hf_home = load_key(config, 'skynet.dgpu.hf_home') - set_hf_vars(hf_token, hf_home) - config = config['skynet']['dgpu'] - conn = NetConnector(config) - mm = ModelMngr(config) - daemon = WorkerDaemon(mm, conn, config) + MODELS['skygpu/txt2img-mocker'] = ModelDesc( + short='tester', + mem=0.01, + attrs={}, + tags=['txt2img'] + ) - yield conn, mm, daemon + yield diff --git a/tests/test_reqs.py b/tests/test_reqs.py index 48ca886..a8d8564 100644 --- a/tests/test_reqs.py +++ b/tests/test_reqs.py @@ -1,112 +1,21 @@ import json -from skynet.dgpu.compute import ModelMngr from skynet.constants import * -from skynet.config import * +from skynet.dgpu.compute import maybe_load_model, compute_one -async def test_diffuse(dgpu): - conn, mm, daemon = dgpu - await conn.cancel_work(0, 'testing') - - daemon._snap['requests'][0] = {} - req = { - 'id': 0, - 'nonce': 0, - 'body': json.dumps({ - "method": "diffuse", - "params": { - "prompt": "Kronos God Realistic 4k", - "model": list(MODELS.keys())[-1], - "step": 21, - "width": 1024, - "height": 1024, - "seed": 168402949, - "guidance": "7.5" - } - }), - 'binary_data': '', +async def test_diffuse(inject_mockers): + model = 'skygpu/txt2img-mocker' + mode = 'diffuse' + params = { + "prompt": "Kronos God Realistic 4k", + "model": model, + "step": 21, + "width": 1024, + "height": 1024, + "seed": 168402949, + "guidance": "7.5" } - await daemon.maybe_serve_one(req) - - -async def test_txt2img(dgpu): - conn, mm, daemon = dgpu - await conn.cancel_work(0, 'testing') - - daemon._snap['requests'][0] = {} - req = { - 'id': 0, - 'nonce': 0, - 'body': json.dumps({ - "method": "txt2img", - "params": { - "prompt": "Kronos God Realistic 4k", - "model": list(MODELS.keys())[-1], - "step": 21, - "width": 1024, - "height": 1024, - "seed": 168402949, - "guidance": "7.5" - } - }), - 'binary_data': '', - } - - await daemon.maybe_serve_one(req) - - -async def test_img2img(dgpu): - conn, mm, daemon = dgpu - await conn.cancel_work(0, 'testing') - - daemon._snap['requests'][0] = {} - req = { - 'id': 0, - 'nonce': 0, - 'body': json.dumps({ - "method": "img2img", - "params": { - "prompt": "a hindu cat god feline god on a house roof", - "model": list(MODELS.keys())[-2], - "step": 21, - "width": 1024, - "height": 1024, - "seed": 168402949, - "guidance": "7.5", - "strength": "0.5" - } - }), - 'binary_data': 'QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi', - } - - await daemon.maybe_serve_one(req) - -async def test_inpaint(dgpu): - conn, mm, daemon = dgpu - await conn.cancel_work(0, 'testing') - - daemon._snap['requests'][0] = {} - req = { - 'id': 0, - 'nonce': 0, - 'body': json.dumps({ - "method": "inpaint", - "params": { - "prompt": "a black panther on a sunny roof", - "model": list(MODELS.keys())[-3], - "step": 21, - "width": 1024, - "height": 1024, - "seed": 168402949, - "guidance": "7.5", - "strength": "0.5" - } - }), - 'binary_data': - 'QmZcGdXXVQfpco1G3tr2CGFBtv8xVsCwcwuq9gnJBWDymi,' + - 'Qmccx1aXNmq5mZDS3YviUhgGHXWhQeHvca3AgA7MDjj2hR' - } - - await daemon.maybe_serve_one(req) + with maybe_load_model(model, mode) as model: + compute_one(model, 0, mode, params) diff --git a/uv.lock b/uv.lock index 23dd35c..29475b7 100644 --- a/uv.lock +++ b/uv.lock @@ -49,15 +49,6 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl", hash = "sha256:249bb56bbfd3cdc2a004ea0ff4c2b6ddc84d53bc2194761636eb314d5cfa5dfc", size = 3832 }, ] -[[package]] -name = "aiofiles" -version = "24.1.0" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247 } -wheels = [ - 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{ url = "https://files.pythonhosted.org/packages/75/37/872d74bd7739639c4553bf94c84af7d54d8211b626b352bc57f0fd8d1e3f/zstandard-0.23.0-cp312-cp312-win_amd64.whl", hash = "sha256:64585e1dba664dc67c7cdabd56c1e5685233fbb1fc1966cfba2a340ec0dfff7b", size = 495595 }, -] From a652fdd781b0ce5f6202f5b90b61b05b66be087a Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 22:14:21 -0300 Subject: [PATCH 54/61] Move skynet.utils to skynet.dgpu submodule --- skynet/cli.py | 10 +++++----- skynet/dgpu/compute.py | 2 +- skynet/{ => dgpu}/utils.py | 2 +- 3 files changed, 7 insertions(+), 7 deletions(-) rename skynet/{ => dgpu}/utils.py (99%) diff --git a/skynet/cli.py b/skynet/cli.py index f78d31d..4a5850e 100755 --- a/skynet/cli.py +++ b/skynet/cli.py @@ -45,7 +45,7 @@ def skynet(*args, **kwargs): @click.option('--steps', '-s', default=26) @click.option('--seed', '-S', default=None) def txt2img(*args, **kwargs): - from . import utils # TODO? why here, import cycle? + from skynet.dgpu import utils config = load_skynet_toml() set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) @@ -70,7 +70,7 @@ def txt2img(*args, **kwargs): @click.option('--steps', '-s', default=26) @click.option('--seed', '-S', default=None) def img2img(model, prompt, input, output, strength, guidance, steps, seed): - from . import utils + from skynet.dgpu import utils config = load_skynet_toml() set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) utils.img2img( @@ -98,7 +98,7 @@ def img2img(model, prompt, input, output, strength, guidance, steps, seed): @click.option('--steps', '-s', default=26) @click.option('--seed', '-S', default=None) def inpaint(model, prompt, input, mask, output, strength, guidance, steps, seed): - from . import utils + from skynet.dgpu import utils config = load_skynet_toml() set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) utils.inpaint( @@ -119,7 +119,7 @@ def inpaint(model, prompt, input, mask, output, strength, guidance, steps, seed) @click.option('--output', '-o', default='output.png') @click.option('--model', '-m', default='weights/RealESRGAN_x4plus.pth') def upscale(input, output, model): - from . import utils + from skynet.dgpu import utils utils.upscale( img_path=input, output=output, @@ -128,7 +128,7 @@ def upscale(input, output, model): @skynet.command() def download(): - from . import utils + from skynet.dgpu import utils config = load_skynet_toml() set_hf_vars(config.dgpu.hf_token, config.dgpu.hf_home) utils.download_all_models(config.dgpu.hf_token, config.dgpu.hf_home) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 23daa63..67bc7ea 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -19,7 +19,7 @@ from skynet.dgpu.errors import ( DGPUInferenceCancelled, ) -from skynet.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for +from skynet.dgpu.utils import crop_image, convert_from_cv2_to_image, convert_from_image_to_cv2, convert_from_img_to_bytes, init_upscaler, pipeline_for def prepare_params_for_diffuse( diff --git a/skynet/utils.py b/skynet/dgpu/utils.py similarity index 99% rename from skynet/utils.py rename to skynet/dgpu/utils.py index 0ebf6fb..31d0797 100755 --- a/skynet/utils.py +++ b/skynet/dgpu/utils.py @@ -23,7 +23,7 @@ from diffusers import ( ) from huggingface_hub import login -from .constants import MODELS +from skynet.constants import MODELS # Hack to fix a changed import in torchvision 0.17+, which otherwise breaks # basicsr; see https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/13985 From 80633627da4c1c525afab497c4d51dc432ac3fbd Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 22:15:01 -0300 Subject: [PATCH 55/61] Remove un-used util --- skynet/dgpu/utils.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/skynet/dgpu/utils.py b/skynet/dgpu/utils.py index 31d0797..86179a2 100755 --- a/skynet/dgpu/utils.py +++ b/skynet/dgpu/utils.py @@ -41,10 +41,6 @@ from realesrgan import RealESRGANer -def time_ms(): - return int(time.time() * 1000) - - def convert_from_cv2_to_image(img: np.ndarray) -> Image: # return Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB)) return Image.fromarray(img) From b365614194f6e39d8227c3ff2d2f0062651a9cd0 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 22:24:12 -0300 Subject: [PATCH 56/61] Add real compute test and parametrize the mocker test --- tests/test_reqs.py | 26 ++++++++++++++++++++++---- 1 file changed, 22 insertions(+), 4 deletions(-) diff --git a/tests/test_reqs.py b/tests/test_reqs.py index a8d8564..03a1cc6 100644 --- a/tests/test_reqs.py +++ b/tests/test_reqs.py @@ -1,12 +1,30 @@ -import json +import pytest -from skynet.constants import * from skynet.dgpu.compute import maybe_load_model, compute_one -async def test_diffuse(inject_mockers): +@pytest.mark.parametrize("mode", [ + ('diffuse'), ('txt2img') +]) +async def test_pipeline_mocker(inject_mockers, mode): model = 'skygpu/txt2img-mocker' - mode = 'diffuse' + params = { + "prompt": "Kronos God Realistic 4k", + "model": model, + "step": 21, + "width": 1024, + "height": 1024, + "seed": 168402949, + "guidance": "7.5" + } + + with maybe_load_model(model, mode) as model: + compute_one(model, 0, mode, params) + + +async def test_pipeline(): + model = 'stabilityai/stable-diffusion-xl-base-1.0' + mode = 'txt2img' params = { "prompt": "Kronos God Realistic 4k", "model": model, From 5edd7f4db44df79946e57d8fdfe9df545cf72040 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 22:40:19 -0300 Subject: [PATCH 57/61] Log information about non custom pipelines --- skynet/dgpu/utils.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/skynet/dgpu/utils.py b/skynet/dgpu/utils.py index 86179a2..2b3090e 100755 --- a/skynet/dgpu/utils.py +++ b/skynet/dgpu/utils.py @@ -123,8 +123,7 @@ def pipeline_for( return pipe except ImportError: - # TODO, uhh why not warn/error log this? - ... + logging.info(f'didn\'t find a custom pipeline file for {shortname}') req_mem = model_info.mem From 5d67b3cd60d42f4cc1f5e332c8315936ce2fcd36 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 22:43:40 -0300 Subject: [PATCH 58/61] Address last of fomo\'s comments, related to pinner logging, cleanup ipfs module --- skynet/ipfs/__init__.py | 2 +- skynet/ipfs/pinner.py | 5 +---- 2 files changed, 2 insertions(+), 5 deletions(-) diff --git a/skynet/ipfs/__init__.py b/skynet/ipfs/__init__.py index 125c225..af77da9 100644 --- a/skynet/ipfs/__init__.py +++ b/skynet/ipfs/__init__.py @@ -24,7 +24,7 @@ class AsyncIPFSHTTP: raise IPFSClientException(resp.text) return resp.json() -#!/usr/bin/python + async def add(self, file_path: Path, **kwargs): files = { 'file': (file_path.name, file_path.open('rb')) diff --git a/skynet/ipfs/pinner.py b/skynet/ipfs/pinner.py index dc9fe2d..dd53219 100755 --- a/skynet/ipfs/pinner.py +++ b/skynet/ipfs/pinner.py @@ -1,6 +1,4 @@ import logging -import traceback - from datetime import datetime, timedelta import trio @@ -117,8 +115,7 @@ class SkynetPinner: n.start_soon(self.task_pin, cid) except OSError: - # TODO, use `logging.exception()` here instead ?? - traceback.print_exc() + logging.exception('OSError while trying to pin?') except KeyboardInterrupt: break From 30eaa6c19427793847d90c23141f2ad4f230662c Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 23:12:28 -0300 Subject: [PATCH 59/61] Switch to non interator poller, NetConnector has wait_data_update() now --- skynet/dgpu/__init__.py | 2 ++ skynet/dgpu/daemon.py | 6 ++++-- skynet/dgpu/network.py | 15 ++++++++++----- 3 files changed, 16 insertions(+), 7 deletions(-) diff --git a/skynet/dgpu/__init__.py b/skynet/dgpu/__init__.py index 24e2f7a..2d834f8 100755 --- a/skynet/dgpu/__init__.py +++ b/skynet/dgpu/__init__.py @@ -27,6 +27,8 @@ async def open_worker(config: Config): if tui: n.start_soon(tui.run) + n.start_soon(conn.iter_poll_update, config.poll_time) + yield conn except *urwid.ExitMainLoop: diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index eb002b5..fabe5a9 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -182,9 +182,11 @@ async def maybe_serve_one( async def dgpu_serve_forever(config: Config, conn: NetConnector): await maybe_update_tui_balance(conn) + try: - async for tables in conn.iter_poll_update(config.poll_time): - queue = tables['queue'] + while True: + await conn.wait_data_update() + queue = conn._tables['queue'] random.shuffle(queue) queue = sorted( diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index 8b45197..a54c032 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -72,6 +72,7 @@ class NetConnector: 'requests': {}, 'results': [] } + self._data_event = trio.Event() maybe_update_tui(lambda tui: tui.set_header_text(new_worker_name=self.config.account)) @@ -139,8 +140,7 @@ class NetConnector: async def get_full_queue_snapshot(self): ''' - Keep in-sync with latest (telos chain's smart-contract) table - state by polling (currently with period 1s). + Get a "snapshot" of current contract table state ''' snap = { @@ -164,17 +164,22 @@ class NetConnector: return snap - async def iter_poll_update(self, poll_time: float) -> AsyncGenerator[dict, None]: + async def wait_data_update(self): + await self._data_event.wait() + + async def iter_poll_update(self, poll_time: float): ''' - Long running task, olls gpu contract tables yields latest table rows + Long running task, polls gpu contract tables latest table rows, + awakes any self._data_event waiters ''' while True: start_time = time.time() self._tables = await self.get_full_queue_snapshot() elapsed = time.time() - start_time - yield self._tables + self._data_event.set() await trio.sleep(max(poll_time - elapsed, 0.1)) + self._data_event = trio.Event() async def should_cancel_work(self, request_id: int) -> bool: logging.info('should cancel work?') From 8828fa13fc706586e38be586011a5cd869d1a775 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Fri, 7 Feb 2025 23:17:33 -0300 Subject: [PATCH 60/61] Add table_index system in poller in order for daemon to be aware of stale data --- skynet/dgpu/daemon.py | 7 +++++++ skynet/dgpu/network.py | 3 +++ 2 files changed, 10 insertions(+) diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index fabe5a9..2fc2159 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -183,9 +183,16 @@ async def maybe_serve_one( async def dgpu_serve_forever(config: Config, conn: NetConnector): await maybe_update_tui_balance(conn) + last_poll_idx = -1 try: while True: await conn.wait_data_update() + if conn.poll_index == last_poll_idx: + await trio.sleep(config.poll_time) + continue + + last_poll_idx = conn.poll_index + queue = conn._tables['queue'] random.shuffle(queue) diff --git a/skynet/dgpu/network.py b/skynet/dgpu/network.py index a54c032..e6585d1 100755 --- a/skynet/dgpu/network.py +++ b/skynet/dgpu/network.py @@ -67,6 +67,8 @@ class NetConnector: self.ipfs_client = AsyncIPFSHTTP(config.ipfs_url) + # poll_index is used to detect stale data + self.poll_index = 0 self._tables = { 'queue': [], 'requests': {}, @@ -180,6 +182,7 @@ class NetConnector: self._data_event.set() await trio.sleep(max(poll_time - elapsed, 0.1)) self._data_event = trio.Event() + self.poll_index += 1 async def should_cancel_work(self, request_id: int) -> bool: logging.info('should cancel work?') From a4e40ba6624cc7a27c761a54e02938e1d23f4ca9 Mon Sep 17 00:00:00 2001 From: Guillermo Rodriguez Date: Sat, 8 Feb 2025 00:18:38 -0300 Subject: [PATCH 61/61] Added auto-download through hf for the upscaler --- skynet/dgpu/compute.py | 2 +- skynet/dgpu/daemon.py | 5 +++-- skynet/dgpu/tui.py | 3 ++- skynet/dgpu/utils.py | 18 ++++++++++++------ 4 files changed, 18 insertions(+), 10 deletions(-) diff --git a/skynet/dgpu/compute.py b/skynet/dgpu/compute.py index 67bc7ea..3a0645a 100755 --- a/skynet/dgpu/compute.py +++ b/skynet/dgpu/compute.py @@ -114,7 +114,7 @@ def compute_one( inputs: list[bytes] = [], should_cancel = None ): - total_steps = params['step'] + total_steps = params['step'] if 'step' in params else 1 def inference_step_wakeup(*args, **kwargs): '''This is a callback function that gets invoked every inference step, we need to raise an exception here if we need to cancel work diff --git a/skynet/dgpu/daemon.py b/skynet/dgpu/daemon.py index 2fc2159..b23c652 100755 --- a/skynet/dgpu/daemon.py +++ b/skynet/dgpu/daemon.py @@ -124,7 +124,8 @@ async def maybe_serve_one( request_hash = sha256(hash_str.encode('utf-8')).hexdigest() logging.info(f'calculated request hash: {request_hash}') - total_step = body['params']['step'] + params = body['params'] + total_step = params['step'] if 'step' in params else 1 model = body['params']['model'] mode = body['method'] @@ -152,7 +153,7 @@ async def maybe_serve_one( compute_one, model, rid, - mode, body['params'], + mode, params, inputs=inputs, should_cancel=conn.should_cancel_work, ) diff --git a/skynet/dgpu/tui.py b/skynet/dgpu/tui.py index ed3c1a7..5403025 100644 --- a/skynet/dgpu/tui.py +++ b/skynet/dgpu/tui.py @@ -81,10 +81,11 @@ class WorkerMonitor: for req in requests: # Build a columns widget for the request row + prompt = req['prompt'] if 'prompt' in req else 'UPSCALE' columns = urwid.Columns([ ('fixed', 5, urwid.Text(f"#{req['id']}")), # e.g. "#12" ('weight', 3, urwid.Text(req['model'])), - ('weight', 3, urwid.Text(req['prompt'])), + ('weight', 3, urwid.Text(prompt)), ('fixed', 13, urwid.Text(req['user'])), ('fixed', 13, urwid.Text(req['reward'])), ], dividechars=1) diff --git a/skynet/dgpu/utils.py b/skynet/dgpu/utils.py index 2b3090e..a355be9 100755 --- a/skynet/dgpu/utils.py +++ b/skynet/dgpu/utils.py @@ -21,8 +21,9 @@ from diffusers import ( AutoPipelineForInpainting, EulerAncestralDiscreteScheduler, ) -from huggingface_hub import login +from huggingface_hub import login, hf_hub_download +from skynet.config import load_skynet_toml from skynet.constants import MODELS # Hack to fix a changed import in torchvision 0.17+, which otherwise breaks @@ -40,7 +41,6 @@ from basicsr.archs.rrdbnet_arch import RRDBNet from realesrgan import RealESRGANer - def convert_from_cv2_to_image(img: np.ndarray) -> Image: # return Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB)) return Image.fromarray(img) @@ -285,7 +285,14 @@ def inpaint( image.save(output) -def init_upscaler(model_path: str = 'hf_home/RealESRGAN_x4plus.pth'): +def init_upscaler(): + config = load_skynet_toml().dgpu + model_path = hf_hub_download( + 'leonelhs/realesrgan', + 'RealESRGAN_x4plus.pth', + token=config.hf_token, + cache_dir=config.hf_home + ) return RealESRGANer( scale=4, model_path=model_path, @@ -303,12 +310,11 @@ def init_upscaler(model_path: str = 'hf_home/RealESRGAN_x4plus.pth'): def upscale( img_path: str = 'input.png', - output: str = 'output.png', - model_path: str = 'hf_home/RealESRGAN_x4plus.pth' + output: str = 'output.png' ): input_img = Image.open(img_path).convert('RGB') - upscaler = init_upscaler(model_path=model_path) + upscaler = init_upscaler() up_img, _ = upscaler.enhance( convert_from_image_to_cv2(input_img), outscale=4)