preliminary usable features

This commit is contained in:
josc146 2023-05-17 11:39:00 +08:00
parent 53502a8c3d
commit c947052574
21 changed files with 1187 additions and 1080 deletions

7
.vscode/settings.json vendored Normal file
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@ -0,0 +1,7 @@
{
"[python]": {
"editor.defaultFormatter": "ms-python.black-formatter"
},
"python.formatting.provider": "black",
"editor.formatOnSave": true
}

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@ -2,10 +2,16 @@ package backend_golang
import (
"os/exec"
"path/filepath"
"strconv"
)
func (a *App) StartServer(strategy string, modelPath string) (string, error) {
cmd := exec.Command("cmd-helper", "python", "./backend-python/main.py", strategy, modelPath)
func (a *App) StartServer(port int) (string, error) {
cmdHelper, err := filepath.Abs("./cmd-helper")
if err != nil {
return "", err
}
cmd := exec.Command(cmdHelper, "python", "./backend-python/main.py", strconv.Itoa(port))
out, err := cmd.CombinedOutput()
if err != nil {
return "", err

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@ -1,7 +1,8 @@
from enum import Enum, auto
Model = 'model'
Model_Status = 'model_status'
Model = "model"
Model_Status = "model_status"
Model_Config = "model_config"
class ModelStatus(Enum):

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@ -1,5 +1,6 @@
import os
import psutil
import sys
from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
@ -26,7 +27,7 @@ app.include_router(completion.router)
app.include_router(config.router)
@app.on_event('startup')
@app.on_event("startup")
def init():
global_var.init()
@ -38,7 +39,7 @@ def init():
@app.get("/")
def read_root():
return {"Hello": "World!"}
return {"Hello": "World!", "pid": os.getpid()}
@app.post("/exit")
@ -51,4 +52,4 @@ def exit():
if __name__ == "__main__":
uvicorn.run("main:app", port=8000)
uvicorn.run("main:app", port=8000 if len(sys.argv) == 1 else int(sys.argv[1]))

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@ -1,4 +1,6 @@
import asyncio
import json
from threading import Lock
from typing import List
from fastapi import APIRouter, Request, status, HTTPException
@ -15,46 +17,99 @@ class Message(BaseModel):
content: str
class CompletionBody(BaseModel):
class CompletionBody(ModelConfigBody):
messages: List[Message]
model: str
stream: bool
max_tokens: int
completion_lock = Lock()
@router.post("/v1/chat/completions")
@router.post("/chat/completions")
async def completions(body: CompletionBody, request: Request):
model = global_var.get(global_var.Model)
if (model is None):
model: RWKV = global_var.get(global_var.Model)
if model is None:
raise HTTPException(status.HTTP_400_BAD_REQUEST, "model not loaded")
question = body.messages[-1]
if question.role == 'user':
if question.role == "user":
question = question.content
else:
raise HTTPException(status.HTTP_400_BAD_REQUEST, "no question found")
completion_text = ""
for message in body.messages:
if message.role == 'user':
if message.role == "user":
completion_text += "Bob: " + message.content + "\n\n"
elif message.role == 'assistant':
elif message.role == "assistant":
completion_text += "Alice: " + message.content + "\n\n"
completion_text += "Alice:"
async def eval_rwkv():
while completion_lock.locked():
await asyncio.sleep(0.1)
else:
with completion_lock:
set_rwkv_config(model, global_var.get(global_var.Model_Config))
set_rwkv_config(model, body)
if body.stream:
for response, delta in rwkv_generate(model, completion_text, stop="Bob:"):
for response, delta in rwkv_generate(
model, completion_text, stop="Bob:"
):
if await request.is_disconnected():
break
yield json.dumps({"response": response, "choices": [{"delta": {"content": delta}}], "model": "rwkv"})
yield json.dumps(
{
"response": response,
"model": "rwkv",
"choices": [
{
"delta": {"content": delta},
"index": 0,
"finish_reason": None,
}
],
}
)
yield json.dumps(
{
"response": response,
"model": "rwkv",
"choices": [
{
"delta": {},
"index": 0,
"finish_reason": "stop",
}
],
}
)
yield "[DONE]"
else:
response = None
for response, delta in rwkv_generate(model, completion_text, stop="Bob:"):
for response, delta in rwkv_generate(
model, completion_text, stop="Bob:"
):
pass
yield json.dumps({"response": response, "model": "rwkv"})
yield {
"response": response,
"model": "rwkv",
"choices": [
{
"message": {
"role": "assistant",
"content": response,
},
"index": 0,
"finish_reason": "stop",
}
],
}
# torch_gc()
if body.stream:
return EventSourceResponse(eval_rwkv())
else:
return await eval_rwkv().__anext__()

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@ -1,5 +1,4 @@
import pathlib
import sys
from fastapi import APIRouter, HTTPException, Response, status
from pydantic import BaseModel
@ -11,19 +10,14 @@ import global_var
router = APIRouter()
class UpdateConfigBody(BaseModel):
model: str = None
strategy: str = None
max_response_token: int = None
temperature: float = None
top_p: float = None
presence_penalty: float = None
count_penalty: float = None
class SwitchModelBody(BaseModel):
model: str
strategy: str
@router.post("/update-config")
def update_config(body: UpdateConfigBody, response: Response):
if (global_var.get(global_var.Model_Status) is global_var.ModelStatus.Loading):
@router.post("/switch-model")
def switch_model(body: SwitchModelBody, response: Response):
if global_var.get(global_var.Model_Status) is global_var.ModelStatus.Loading:
response.status_code = status.HTTP_304_NOT_MODIFIED
return
@ -33,15 +27,34 @@ def update_config(body: UpdateConfigBody, response: Response):
global_var.set(global_var.Model_Status, global_var.ModelStatus.Loading)
try:
global_var.set(global_var.Model, RWKV(
model=sys.argv[2],
strategy=sys.argv[1],
tokens_path=f"{pathlib.Path(__file__).parent.parent.resolve()}/20B_tokenizer.json"
))
global_var.set(
global_var.Model,
RWKV(
model=body.model,
strategy=body.strategy,
tokens_path=f"{pathlib.Path(__file__).parent.parent.resolve()}/20B_tokenizer.json",
),
)
except Exception:
global_var.set(global_var.Model_Status, global_var.ModelStatus.Offline)
raise HTTPException(status.HTTP_500_INTERNAL_SERVER_ERROR, "failed to load")
if global_var.get(global_var.Model_Config) is None:
global_var.set(
global_var.Model_Config, get_rwkv_config(global_var.get(global_var.Model))
)
global_var.set(global_var.Model_Status, global_var.ModelStatus.Working)
return "success"
@router.post("/update-config")
def update_config(body: ModelConfigBody):
"""
Will not update the model config immediately, but set it when completion called to avoid modifications during generation
"""
print(body)
global_var.set(global_var.Model_Config, body)
return "success"

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@ -3,6 +3,7 @@ import os
def ngrok_connect():
from pyngrok import ngrok, conf
conf.set_default(conf.PyngrokConfig(ngrok_path="./ngrok"))
ngrok.set_auth_token(os.environ["ngrok_token"])
http_tunnel = ngrok.connect(8000)

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@ -1,5 +1,37 @@
from typing import Dict
from langchain.llms import RWKV
from pydantic import BaseModel
class ModelConfigBody(BaseModel):
max_tokens: int = None
temperature: float = None
top_p: float = None
presence_penalty: float = None
frequency_penalty: float = None
def set_rwkv_config(model: RWKV, body: ModelConfigBody):
if body.max_tokens:
model.max_tokens_per_generation = body.max_tokens
if body.temperature:
model.temperature = body.temperature
if body.top_p:
model.top_p = body.top_p
if body.presence_penalty:
model.penalty_alpha_presence = body.presence_penalty
if body.frequency_penalty:
model.penalty_alpha_frequency = body.frequency_penalty
def get_rwkv_config(model: RWKV) -> ModelConfigBody:
return ModelConfigBody(
max_tokens=model.max_tokens_per_generation,
temperature=model.temperature,
top_p=model.top_p,
presence_penalty=model.penalty_alpha_presence,
frequency_penalty=model.penalty_alpha_frequency,
)
def rwkv_generate(model: RWKV, prompt: str, stop: str = None):

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@ -11,8 +11,8 @@ def set_torch():
print("torch already set")
else:
print("run:")
os.environ['PATH'] = paths + os.pathsep + torch_path + os.pathsep
print(f'set Path={paths + os.pathsep + torch_path + os.pathsep}')
os.environ["PATH"] = paths + os.pathsep + torch_path + os.pathsep
print(f"set Path={paths + os.pathsep + torch_path + os.pathsep}")
else:
print("torch not found")

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@ -9,26 +9,26 @@
"preview": "vite preview"
},
"dependencies": {
"@fluentui/react-components": "^9.19.1",
"@fluentui/react-components": "^9.20.0",
"@fluentui/react-icons": "^2.0.201",
"mobx": "^6.9.0",
"mobx-react-lite": "^3.4.3",
"react": "^18.2.0",
"react-dom": "^18.2.0",
"react-router": "^6.11.0",
"react-router-dom": "^6.11.0",
"react-toastify": "^9.1.2",
"react-router": "^6.11.1",
"react-router-dom": "^6.11.1",
"react-toastify": "^9.1.3",
"usehooks-ts": "^2.9.1"
},
"devDependencies": {
"@types/react": "^18.0.17",
"@types/react-dom": "^18.0.6",
"@vitejs/plugin-react": "^2.0.1",
"@types/react": "^18.2.6",
"@types/react-dom": "^18.2.4",
"@vitejs/plugin-react": "^4.0.0",
"autoprefixer": "^10.4.14",
"postcss": "^8.4.23",
"rollup-plugin-visualizer": "^5.9.0",
"tailwindcss": "^3.3.2",
"typescript": "^4.6.4",
"vite": "^3.0.7"
"typescript": "^5.0.4",
"vite": "^4.3.6"
}
}

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@ -85,8 +85,9 @@ const App: FC = () => {
style={{
width: '250px'
}}
position="top-right"
position="top-center"
autoClose={4000}
hideProgressBar={true}
newestOnTop={true}
closeOnClick={false}
rtl={false}

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@ -0,0 +1,34 @@
import commonStore, {ModelStatus} from '../stores/commonStore';
export const readRoot = async () => {
const port = commonStore.getCurrentModelConfig().apiParameters.apiPort;
return fetch(`http://127.0.0.1:${port}`);
};
export const exit = async () => {
commonStore.setModelStatus(ModelStatus.Offline);
const port = commonStore.getCurrentModelConfig().apiParameters.apiPort;
return fetch(`http://127.0.0.1:${port}/exit`, {method: 'POST'});
};
export const switchModel = async (body: any) => {
const port = commonStore.getCurrentModelConfig().apiParameters.apiPort;
return fetch(`http://127.0.0.1:${port}/switch-model`, {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify(body)
});
};
export const updateConfig = async (body: any) => {
const port = commonStore.getCurrentModelConfig().apiParameters.apiPort;
return fetch(`http://127.0.0.1:${port}/update-config`, {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify(body)
});
};

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@ -1,8 +1,10 @@
import React, {FC} from 'react';
import React, {FC, MouseEventHandler} from 'react';
import commonStore, {ModelStatus} from '../stores/commonStore';
import {StartServer} from '../../wailsjs/go/backend_golang/App';
import {Button} from '@fluentui/react-components';
import {observer} from 'mobx-react-lite';
import {exit, readRoot, switchModel, updateConfig} from '../apis';
import {toast} from 'react-toastify';
const mainButtonText = {
[ModelStatus.Offline]: 'Run',
@ -12,28 +14,42 @@ const mainButtonText = {
};
const onClickMainButton = async () => {
const modelConfig = commonStore.getCurrentModelConfig();
const port = modelConfig.apiParameters.apiPort;
if (commonStore.modelStatus === ModelStatus.Offline) {
commonStore.setModelStatus(ModelStatus.Starting);
StartServer(commonStore.getStrategy(), `models\\${commonStore.getCurrentModelConfig().modelParameters.modelName}`);
StartServer(port);
let timeoutCount = 5;
let timeoutCount = 6;
let loading = false;
const intervalId = setInterval(() => {
fetch('http://127.0.0.1:8000')
readRoot()
.then(r => {
if (r.ok && !loading) {
clearInterval(intervalId);
commonStore.setModelStatus(ModelStatus.Loading);
loading = true;
fetch('http://127.0.0.1:8000/update-config', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({})
}).then(async (r) => {
if (r.ok)
toast('Loading Model', {type: 'info'});
updateConfig({
max_tokens: modelConfig.apiParameters.maxResponseToken,
temperature: modelConfig.apiParameters.temperature,
top_p: modelConfig.apiParameters.topP,
presence_penalty: modelConfig.apiParameters.presencePenalty,
frequency_penalty: modelConfig.apiParameters.frequencyPenalty
});
switchModel({
model: `models\\${modelConfig.modelParameters.modelName}`,
strategy: commonStore.getStrategy(modelConfig)
}).then((r) => {
if (r.ok) {
commonStore.setModelStatus(ModelStatus.Working);
} else if (r.status === 304) {
toast('Loading Model', {type: 'info'});
} else {
commonStore.setModelStatus(ModelStatus.Offline);
toast('Failed to switch model', {type: 'error'});
}
});
}
}).catch(() => {
@ -46,15 +62,18 @@ const onClickMainButton = async () => {
timeoutCount--;
}, 1000);
} else {
commonStore.setModelStatus(ModelStatus.Offline);
fetch('http://127.0.0.1:8000/exit', {method: 'POST'});
exit();
}
};
export const RunButton: FC = observer(() => {
export const RunButton: FC<{ onClickRun?: MouseEventHandler }> = observer(({onClickRun}) => {
return (
<Button disabled={commonStore.modelStatus === ModelStatus.Starting} appearance="primary" size="large"
onClick={onClickMainButton}>
onClick={async (e) => {
if (commonStore.modelStatus === ModelStatus.Offline)
await onClickRun?.(e);
await onClickMainButton();
}}>
{mainButtonText[commonStore.modelStatus]}
</Button>
);

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@ -12,6 +12,7 @@ import {NumberInput} from '../components/NumberInput';
import {Page} from '../components/Page';
import {useNavigate} from 'react-router';
import {RunButton} from '../components/RunButton';
import {updateConfig} from '../apis';
export const Configs: FC = observer(() => {
const [selectedIndex, setSelectedIndex] = React.useState(commonStore.currentModelConfigIndex);
@ -49,6 +50,18 @@ export const Configs: FC = observer(() => {
});
};
const onClickSave = () => {
commonStore.setModelConfig(selectedIndex, selectedConfig);
updateConfig({
max_tokens: selectedConfig.apiParameters.maxResponseToken,
temperature: selectedConfig.apiParameters.temperature,
top_p: selectedConfig.apiParameters.topP,
presence_penalty: selectedConfig.apiParameters.presencePenalty,
frequency_penalty: selectedConfig.apiParameters.frequencyPenalty
});
toast('Config Saved', {autoClose: 300, type: 'success'});
};
return (
<Page title="Configs" content={
<div className="flex flex-col gap-2 overflow-hidden">
@ -72,10 +85,7 @@ export const Configs: FC = observer(() => {
commonStore.deleteModelConfig(selectedIndex);
updateSelectedIndex(Math.min(selectedIndex, commonStore.modelConfigs.length - 1));
}}/>
<ToolTipButton desc="Save Config" icon={<Save20Regular/>} onClick={() => {
commonStore.setModelConfig(selectedIndex, selectedConfig);
toast('Config Saved', {hideProgressBar: true, autoClose: 300, position: 'top-center'});
}}/>
<ToolTipButton desc="Save Config" icon={<Save20Regular/>} onClick={onClickSave}/>
</div>
<div className="flex items-center gap-4">
<Label>Config Name</Label>
@ -89,7 +99,7 @@ export const Configs: FC = observer(() => {
desc="Hover your mouse over the text to view a detailed description. Settings marked with * will take effect immediately after being saved."
content={
<div className="grid grid-cols-1 sm:grid-cols-2 gap-2">
<Labeled label="API Port" desc="127.0.0.1:8000" content={
<Labeled label="API Port" desc={`127.0.0.1:${selectedConfig.apiParameters.apiPort}`} content={
<NumberInput value={selectedConfig.apiParameters.apiPort} min={1} max={65535} step={1}
onChange={(e, data) => {
setSelectedConfigApiParams({
@ -130,11 +140,11 @@ export const Configs: FC = observer(() => {
});
}}/>
}/>
<Labeled label="Count Penalty *" content={
<ValuedSlider value={selectedConfig.apiParameters.countPenalty} min={-2} max={2} step={0.1} input
<Labeled label="Frequency Penalty *" content={
<ValuedSlider value={selectedConfig.apiParameters.frequencyPenalty} min={-2} max={2} step={0.1} input
onChange={(e, data) => {
setSelectedConfigApiParams({
countPenalty: data.value
frequencyPenalty: data.value
});
}}/>
}/>
@ -193,12 +203,12 @@ export const Configs: FC = observer(() => {
<Option>fp32</Option>
</Dropdown>
}/>
<Labeled label="Streamed Layers" content={
<ValuedSlider value={selectedConfig.modelParameters.streamedLayers} min={0}
max={selectedConfig.modelParameters.maxStreamedLayers} step={1} input
<Labeled label="Stored Layers" content={
<ValuedSlider value={selectedConfig.modelParameters.storedLayers} min={0}
max={selectedConfig.modelParameters.maxStoredLayers} step={1} input
onChange={(e, data) => {
setSelectedConfigModelParams({
streamedLayers: data.value
storedLayers: data.value
});
}}/>
}/>
@ -215,7 +225,7 @@ export const Configs: FC = observer(() => {
/>
</div>
<div className="flex flex-row-reverse sm:fixed bottom-2 right-2">
<RunButton/>
<RunButton onClickRun={onClickSave}/>
</div>
</div>
}/>

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@ -11,6 +11,8 @@ import {useNavigate} from 'react-router';
import commonStore from '../stores/commonStore';
import {observer} from 'mobx-react-lite';
import {RunButton} from '../components/RunButton';
import manifest from '../../../manifest.json';
import {BrowserOpenURL} from '../../wailsjs/runtime';
type NavCard = {
label: string;
@ -94,8 +96,8 @@ export const Home: FC = observer(() => {
</div>
</div>
<div className="flex gap-4 items-end">
Version: 1.0.0
<Link>Help</Link>
Version: {manifest.version}
<Link onClick={() => BrowserOpenURL('https://github.com/josStorer/RWKV-Runner')}>Help</Link>
</div>
</div>
</div>

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@ -27,7 +27,7 @@ export type ApiParameters = {
temperature: number;
topP: number;
presencePenalty: number;
countPenalty: number;
frequencyPenalty: number;
}
export type Device = 'CPU' | 'CUDA';
@ -38,8 +38,8 @@ export type ModelParameters = {
modelName: string;
device: Device;
precision: Precision;
streamedLayers: number;
maxStreamedLayers: number;
storedLayers: number;
maxStoredLayers: number;
enableHighPrecisionForLastLayer: boolean;
}
@ -59,14 +59,14 @@ export const defaultModelConfigs: ModelConfig[] = [
temperature: 1,
topP: 1,
presencePenalty: 0,
countPenalty: 0
frequencyPenalty: 0
},
modelParameters: {
modelName: 'RWKV-4-Raven-1B5-v11-Eng99%-Other1%-20230425-ctx4096.pth',
device: 'CUDA',
precision: 'fp16',
streamedLayers: 25,
maxStreamedLayers: 25,
storedLayers: 25,
maxStoredLayers: 25,
enableHighPrecisionForLastLayer: false
}
}
@ -98,8 +98,8 @@ class CommonStore {
let strategy = '';
strategy += (params.device === 'CPU' ? 'cpu' : 'cuda') + ' ';
strategy += (params.precision === 'fp16' ? 'fp16' : params.precision === 'int8' ? 'fp16i8' : 'fp32');
if (params.streamedLayers < params.maxStreamedLayers)
strategy += ` *${params.streamedLayers}+`;
if (params.storedLayers < params.maxStoredLayers)
strategy += ` *${params.storedLayers}+`;
if (params.enableHighPrecisionForLastLayer)
strategy += ' -> cpu fp32 *1';
return strategy;

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@ -16,4 +16,4 @@ export function ReadJson(arg1:string):Promise<any>;
export function SaveJson(arg1:string,arg2:any):Promise<void>;
export function StartServer(arg1:string,arg2:string):Promise<string>;
export function StartServer(arg1:number):Promise<string>;

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@ -30,6 +30,6 @@ export function SaveJson(arg1, arg2) {
return window['go']['backend_golang']['App']['SaveJson'](arg1, arg2);
}
export function StartServer(arg1, arg2) {
return window['go']['backend_golang']['App']['StartServer'](arg1, arg2);
export function StartServer(arg1) {
return window['go']['backend_golang']['App']['StartServer'](arg1);
}

39
go.mod
View File

@ -1,36 +1,35 @@
module rwkv-runner
go 1.18
go 1.20
require (
github.com/cavaliergopher/grab/v3 v3.0.1
github.com/wailsapp/wails/v2 v2.4.1
github.com/wailsapp/wails/v2 v2.5.1
)
require (
github.com/bep/debounce v1.2.1 // indirect
github.com/go-ole/go-ole v1.2.6 // indirect
github.com/google/uuid v1.1.2 // indirect
github.com/google/uuid v1.3.0 // indirect
github.com/jchv/go-winloader v0.0.0-20210711035445-715c2860da7e // indirect
github.com/labstack/echo/v4 v4.9.0 // indirect
github.com/labstack/gommon v0.3.1 // indirect
github.com/leaanthony/go-ansi-parser v1.0.1 // indirect
github.com/labstack/echo/v4 v4.10.2 // indirect
github.com/labstack/gommon v0.4.0 // indirect
github.com/leaanthony/go-ansi-parser v1.6.0 // indirect
github.com/leaanthony/gosod v1.0.3 // indirect
github.com/leaanthony/slicer v1.5.0 // indirect
github.com/mattn/go-colorable v0.1.11 // indirect
github.com/mattn/go-isatty v0.0.14 // indirect
github.com/pkg/browser v0.0.0-20210706143420-7d21f8c997e2 // indirect
github.com/leaanthony/slicer v1.6.0 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.18 // indirect
github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // indirect
github.com/pkg/errors v0.9.1 // indirect
github.com/samber/lo v1.27.1 // indirect
github.com/tkrajina/go-reflector v0.5.5 // indirect
github.com/rivo/uniseg v0.4.4 // indirect
github.com/samber/lo v1.38.1 // indirect
github.com/tkrajina/go-reflector v0.5.6 // indirect
github.com/valyala/bytebufferpool v1.0.0 // indirect
github.com/valyala/fasttemplate v1.2.1 // indirect
github.com/valyala/fasttemplate v1.2.2 // indirect
github.com/wailsapp/mimetype v1.4.1 // indirect
golang.org/x/crypto v0.1.0 // indirect
golang.org/x/exp v0.0.0-20220303212507-bbda1eaf7a17 // indirect
golang.org/x/net v0.8.0 // indirect
golang.org/x/sys v0.6.0 // indirect
golang.org/x/text v0.8.0 // indirect
golang.org/x/crypto v0.9.0 // indirect
golang.org/x/exp v0.0.0-20230515195305-f3d0a9c9a5cc // indirect
golang.org/x/net v0.10.0 // indirect
golang.org/x/sys v0.8.0 // indirect
golang.org/x/text v0.9.0 // indirect
)
// replace github.com/wailsapp/wails/v2 v2.4.1 => C:\Users\JosStorer\go\pkg\mod

71
go.sum
View File

@ -7,57 +7,64 @@ github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/go-ole/go-ole v1.2.6 h1:/Fpf6oFPoeFik9ty7siob0G6Ke8QvQEuVcuChpwXzpY=
github.com/go-ole/go-ole v1.2.6/go.mod h1:pprOEPIfldk/42T2oK7lQ4v4JSDwmV0As9GaiUsvbm0=
github.com/google/uuid v1.1.2 h1:EVhdT+1Kseyi1/pUmXKaFxYsDNy9RQYkMWRH68J/W7Y=
github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
github.com/jchv/go-winloader v0.0.0-20210711035445-715c2860da7e h1:Q3+PugElBCf4PFpxhErSzU3/PY5sFL5Z6rfv4AbGAck=
github.com/jchv/go-winloader v0.0.0-20210711035445-715c2860da7e/go.mod h1:alcuEEnZsY1WQsagKhZDsoPCRoOijYqhZvPwLG0kzVs=
github.com/labstack/echo/v4 v4.9.0 h1:wPOF1CE6gvt/kmbMR4dGzWvHMPT+sAEUJOwOTtvITVY=
github.com/labstack/echo/v4 v4.9.0/go.mod h1:xkCDAdFCIf8jsFQ5NnbK7oqaF/yU1A1X20Ltm0OvSks=
github.com/labstack/gommon v0.3.1 h1:OomWaJXm7xR6L1HmEtGyQf26TEn7V6X88mktX9kee9o=
github.com/labstack/gommon v0.3.1/go.mod h1:uW6kP17uPlLJsD3ijUYn3/M5bAxtlZhMI6m3MFxTMTM=
github.com/labstack/echo/v4 v4.10.2 h1:n1jAhnq/elIFTHr1EYpiYtyKgx4RW9ccVgkqByZaN2M=
github.com/labstack/echo/v4 v4.10.2/go.mod h1:OEyqf2//K1DFdE57vw2DRgWY0M7s65IVQO2FzvI4J5k=
github.com/labstack/gommon v0.4.0 h1:y7cvthEAEbU0yHOf4axH8ZG2NH8knB9iNSoTO8dyIk8=
github.com/labstack/gommon v0.4.0/go.mod h1:uW6kP17uPlLJsD3ijUYn3/M5bAxtlZhMI6m3MFxTMTM=
github.com/leaanthony/debme v1.2.1 h1:9Tgwf+kjcrbMQ4WnPcEIUcQuIZYqdWftzZkBr+i/oOc=
github.com/leaanthony/debme v1.2.1/go.mod h1:3V+sCm5tYAgQymvSOfYQ5Xx2JCr+OXiD9Jkw3otUjiA=
github.com/leaanthony/go-ansi-parser v1.0.1 h1:97v6c5kYppVsbScf4r/VZdXyQ21KQIfeQOk2DgKxGG4=
github.com/leaanthony/go-ansi-parser v1.0.1/go.mod h1:7arTzgVI47srICYhvgUV4CGd063sGEeoSlych5yeSPM=
github.com/leaanthony/go-ansi-parser v1.6.0 h1:T8TuMhFB6TUMIUm0oRrSbgJudTFw9csT3ZK09w0t4Pg=
github.com/leaanthony/go-ansi-parser v1.6.0/go.mod h1:+vva/2y4alzVmmIEpk9QDhA7vLC5zKDTRwfZGOp3IWU=
github.com/leaanthony/gosod v1.0.3 h1:Fnt+/B6NjQOVuCWOKYRREZnjGyvg+mEhd1nkkA04aTQ=
github.com/leaanthony/gosod v1.0.3/go.mod h1:BJ2J+oHsQIyIQpnLPjnqFGTMnOZXDbvWtRCSG7jGxs4=
github.com/leaanthony/slicer v1.5.0 h1:aHYTN8xbCCLxJmkNKiLB6tgcMARl4eWmH9/F+S/0HtY=
github.com/leaanthony/slicer v1.5.0/go.mod h1:FwrApmf8gOrpzEWM2J/9Lh79tyq8KTX5AzRtwV7m4AY=
github.com/leaanthony/slicer v1.6.0 h1:1RFP5uiPJvT93TAHi+ipd3NACobkW53yUiBqZheE/Js=
github.com/leaanthony/slicer v1.6.0/go.mod h1:o/Iz29g7LN0GqH3aMjWAe90381nyZlDNquK+mtH2Fj8=
github.com/matryer/is v1.4.0 h1:sosSmIWwkYITGrxZ25ULNDeKiMNzFSr4V/eqBQP0PeE=
github.com/matryer/is v1.4.0/go.mod h1:8I/i5uYgLzgsgEloJE1U6xx5HkBQpAZvepWuujKwMRU=
github.com/mattn/go-colorable v0.1.11 h1:nQ+aFkoE2TMGc0b68U2OKSexC+eq46+XwZzWXHRmPYs=
github.com/mattn/go-colorable v0.1.11/go.mod h1:u5H1YNBxpqRaxsYJYSkiCWKzEfiAb1Gb520KVy5xxl4=
github.com/mattn/go-isatty v0.0.14 h1:yVuAays6BHfxijgZPzw+3Zlu5yQgKGP2/hcQbHb7S9Y=
github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxecdEvA=
github.com/mattn/go-colorable v0.1.13/go.mod h1:7S9/ev0klgBDR4GtXTXX8a3vIGJpMovkB8vQcUbaXHg=
github.com/mattn/go-isatty v0.0.14/go.mod h1:7GGIvUiUoEMVVmxf/4nioHXj79iQHKdU27kJ6hsGG94=
github.com/pkg/browser v0.0.0-20210706143420-7d21f8c997e2 h1:acNfDZXmm28D2Yg/c3ALnZStzNaZMSagpbr96vY6Zjc=
github.com/pkg/browser v0.0.0-20210706143420-7d21f8c997e2/go.mod h1:HKlIX3XHQyzLZPlr7++PzdhaXEj94dEiJgZDTsxEqUI=
github.com/mattn/go-isatty v0.0.16/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/yFXSvRLM=
github.com/mattn/go-isatty v0.0.18 h1:DOKFKCQ7FNG2L1rbrmstDN4QVRdS89Nkh85u68Uwp98=
github.com/mattn/go-isatty v0.0.18/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y=
github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 h1:KoWmjvw+nsYOo29YJK9vDA65RGE3NrOnUtO7a+RF9HU=
github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8/go.mod h1:HKlIX3XHQyzLZPlr7++PzdhaXEj94dEiJgZDTsxEqUI=
github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
github.com/samber/lo v1.27.1 h1:sTXwkRiIFIQG+G0HeAvOEnGjqWeWtI9cg5/n51KrxPg=
github.com/samber/lo v1.27.1/go.mod h1:it33p9UtPMS7z72fP4gw/EIfQB2eI8ke7GR2wc6+Rhg=
github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
github.com/rivo/uniseg v0.4.4 h1:8TfxU8dW6PdqD27gjM8MVNuicgxIjxpm4K7x4jp8sis=
github.com/rivo/uniseg v0.4.4/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88=
github.com/samber/lo v1.38.1 h1:j2XEAqXKb09Am4ebOg31SpvzUTTs6EN3VfgeLUhPdXM=
github.com/samber/lo v1.38.1/go.mod h1:+m/ZKRl6ClXCE2Lgf3MsQlWfh4bn1bz6CXEOxnEXnEA=
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.8.0 h1:pSgiaMZlXftHpm5L7V1+rVB+AZJydKsMxsQBIJw4PKk=
github.com/thoas/go-funk v0.9.1 h1:O549iLZqPpTUQ10ykd26sZhzD+rmR5pWhuElrhbC20M=
github.com/tkrajina/go-reflector v0.5.5 h1:gwoQFNye30Kk7NrExj8zm3zFtrGPqOkzFMLuQZg1DtQ=
github.com/tkrajina/go-reflector v0.5.5/go.mod h1:ECbqLgccecY5kPmPmXg1MrHW585yMcDkVl6IvJe64T4=
github.com/stretchr/testify v1.8.1 h1:w7B6lhMri9wdJUVmEZPGGhZzrYTPvgJArz7wNPgYKsk=
github.com/tkrajina/go-reflector v0.5.6 h1:hKQ0gyocG7vgMD2M3dRlYN6WBBOmdoOzJ6njQSepKdE=
github.com/tkrajina/go-reflector v0.5.6/go.mod h1:ECbqLgccecY5kPmPmXg1MrHW585yMcDkVl6IvJe64T4=
github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6KllzawFIhcdPw=
github.com/valyala/bytebufferpool v1.0.0/go.mod h1:6bBcMArwyJ5K/AmCkWv1jt77kVWyCJ6HpOuEn7z0Csc=
github.com/valyala/fasttemplate v1.2.1 h1:TVEnxayobAdVkhQfrfes2IzOB6o+z4roRkPF52WA1u4=
github.com/valyala/fasttemplate v1.2.1/go.mod h1:KHLXt3tVN2HBp8eijSv/kGJopbvo7S+qRAEEKiv+SiQ=
github.com/valyala/fasttemplate v1.2.2 h1:lxLXG0uE3Qnshl9QyaK6XJxMXlQZELvChBOCmQD0Loo=
github.com/valyala/fasttemplate v1.2.2/go.mod h1:KHLXt3tVN2HBp8eijSv/kGJopbvo7S+qRAEEKiv+SiQ=
github.com/wailsapp/mimetype v1.4.1 h1:pQN9ycO7uo4vsUUuPeHEYoUkLVkaRntMnHJxVwYhwHs=
github.com/wailsapp/mimetype v1.4.1/go.mod h1:9aV5k31bBOv5z6u+QP8TltzvNGJPmNJD4XlAL3U+j3o=
github.com/wailsapp/wails/v2 v2.4.1 h1:Ns7MOKWQM6l0ttBxpd5VcgYrH+GNPOnoDfnsBpbDnzM=
github.com/wailsapp/wails/v2 v2.4.1/go.mod h1:jbOZbcr/zm79PxXxAjP8UoVlDd9wLW3uDs+isIthDfs=
golang.org/x/crypto v0.1.0 h1:MDRAIl0xIo9Io2xV565hzXHw3zVseKrJKodhohM5CjU=
golang.org/x/crypto v0.1.0/go.mod h1:RecgLatLF4+eUMCP1PoPZQb+cVrJcOPbHkTkbkB9sbw=
golang.org/x/exp v0.0.0-20220303212507-bbda1eaf7a17 h1:3MTrJm4PyNL9NBqvYDSj3DHl46qQakyfqfWo4jgfaEM=
golang.org/x/exp v0.0.0-20220303212507-bbda1eaf7a17/go.mod h1:lgLbSvA5ygNOMpwM/9anMpWVlVJ7Z+cHWq/eFuinpGE=
github.com/wailsapp/wails/v2 v2.5.1 h1:mfG+2kWqQXYOwdgI43HEILjOZDXbk5woPYI3jP2b+js=
github.com/wailsapp/wails/v2 v2.5.1/go.mod h1:jbOZbcr/zm79PxXxAjP8UoVlDd9wLW3uDs+isIthDfs=
golang.org/x/crypto v0.9.0 h1:LF6fAI+IutBocDJ2OT0Q1g8plpYljMZ4+lty+dsqw3g=
golang.org/x/crypto v0.9.0/go.mod h1:yrmDGqONDYtNj3tH8X9dzUun2m2lzPa9ngI6/RUPGR0=
golang.org/x/exp v0.0.0-20230515195305-f3d0a9c9a5cc h1:mCRnTeVUjcrhlRmO0VK8a6k6Rrf6TF9htwo2pJVSjIU=
golang.org/x/exp v0.0.0-20230515195305-f3d0a9c9a5cc/go.mod h1:V1LtkGg67GoY2N1AnLN78QLrzxkLyJw7RJb1gzOOz9w=
golang.org/x/net v0.0.0-20210505024714-0287a6fb4125/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
golang.org/x/net v0.8.0 h1:Zrh2ngAOFYneWTAIAPethzeaQLuHwhuBkuV6ZiRnUaQ=
golang.org/x/net v0.8.0/go.mod h1:QVkue5JL9kW//ek3r6jTKnTFis1tRmNAW2P1shuFdJc=
golang.org/x/net v0.10.0 h1:X2//UzNDwYmtCLn7To6G58Wr6f5ahEAQgKNzv9Y951M=
golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
golang.org/x/sys v0.0.0-20190916202348-b4ddaad3f8a3/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20200810151505-1b9f1253b3ed/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@ -66,12 +73,14 @@ golang.org/x/sys v0.0.0-20210616045830-e2b7044e8c71/go.mod h1:oPkhp1MJrh7nUepCBc
golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.0.0-20211103235746-7861aae1554b/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0 h1:MVltZSvRTcU2ljQOhs94SXPftV6DCNnZViHeQps87pQ=
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/sys v0.8.0 h1:EBmGv8NaZBZTWvrbjNoL6HVt+IVy3QDQpJs7VRIw3tU=
golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
golang.org/x/text v0.8.0 h1:57P1ETyNKtuIjB4SRd15iJxuhj8Gc416Y78H3qgMh68=
golang.org/x/text v0.8.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE=
golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=