fix: app failed to load model sometime due to race condition (#1071)
This commit is contained in:
parent
99acaffd2c
commit
e3c1787d57
@ -31,9 +31,7 @@
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"dependencies": {
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"dependencies": {
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"@janhq/core": "file:../../core",
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"@janhq/core": "file:../../core",
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"download-cli": "^1.1.1",
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"download-cli": "^1.1.1",
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"electron-log": "^5.0.1",
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"fetch-retry": "^5.0.6",
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"fetch-retry": "^5.0.6",
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"kill-port": "^2.0.1",
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"path-browserify": "^1.0.1",
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"path-browserify": "^1.0.1",
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"rxjs": "^7.8.1",
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"rxjs": "^7.8.1",
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"systeminformation": "^5.21.20",
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"systeminformation": "^5.21.20",
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@ -51,9 +49,7 @@
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],
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],
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"bundleDependencies": [
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"bundleDependencies": [
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"tcp-port-used",
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"tcp-port-used",
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"kill-port",
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"fetch-retry",
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"fetch-retry",
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"electron-log",
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"systeminformation"
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"systeminformation"
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]
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]
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}
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}
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@ -1,13 +1,10 @@
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const fs = require("fs");
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const fs = require("fs");
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const kill = require("kill-port");
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const path = require("path");
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const path = require("path");
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const { spawn } = require("child_process");
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const { spawn } = require("child_process");
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const tcpPortUsed = require("tcp-port-used");
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const tcpPortUsed = require("tcp-port-used");
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const fetchRetry = require("fetch-retry")(global.fetch);
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const fetchRetry = require("fetch-retry")(global.fetch);
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const si = require("systeminformation");
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const si = require("systeminformation");
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const log = require("electron-log");
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// The PORT to use for the Nitro subprocess
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// The PORT to use for the Nitro subprocess
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const PORT = 3928;
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const PORT = 3928;
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const LOCAL_HOST = "127.0.0.1";
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const LOCAL_HOST = "127.0.0.1";
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@ -18,19 +15,17 @@ const NITRO_HTTP_VALIDATE_MODEL_URL = `${NITRO_HTTP_SERVER_URL}/inferences/llama
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const NITRO_HTTP_KILL_URL = `${NITRO_HTTP_SERVER_URL}/processmanager/destroy`;
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const NITRO_HTTP_KILL_URL = `${NITRO_HTTP_SERVER_URL}/processmanager/destroy`;
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// The subprocess instance for Nitro
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// The subprocess instance for Nitro
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let subprocess = null;
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let subprocess = undefined;
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let currentModelFile = null;
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let currentModelFile = undefined;
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let currentSettings = undefined;
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/**
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/**
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* Stops a Nitro subprocess.
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* Stops a Nitro subprocess.
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* @param wrapper - The model wrapper.
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* @param wrapper - The model wrapper.
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* @returns A Promise that resolves when the subprocess is terminated successfully, or rejects with an error message if the subprocess fails to terminate.
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* @returns A Promise that resolves when the subprocess is terminated successfully, or rejects with an error message if the subprocess fails to terminate.
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*/
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*/
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function stopModel(): Promise<ModelOperationResponse> {
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function stopModel(): Promise<void> {
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return new Promise((resolve, reject) => {
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return killSubprocess();
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checkAndUnloadNitro();
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resolve({ error: undefined });
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});
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}
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}
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/**
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/**
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@ -45,9 +40,7 @@ async function initModel(wrapper: any): Promise<ModelOperationResponse> {
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if (wrapper.model.engine !== "nitro") {
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if (wrapper.model.engine !== "nitro") {
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return Promise.resolve({ error: "Not a nitro model" });
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return Promise.resolve({ error: "Not a nitro model" });
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} else {
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} else {
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// Gather system information for CPU physical cores and memory
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const nitroResourceProbe = await getResourcesInfo();
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const nitroResourceProbe = await getResourcesInfo();
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// Convert settings.prompt_template to system_prompt, user_prompt, ai_prompt
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// Convert settings.prompt_template to system_prompt, user_prompt, ai_prompt
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if (wrapper.model.settings.prompt_template) {
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if (wrapper.model.settings.prompt_template) {
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const promptTemplate = wrapper.model.settings.prompt_template;
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const promptTemplate = wrapper.model.settings.prompt_template;
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@ -60,29 +53,28 @@ async function initModel(wrapper: any): Promise<ModelOperationResponse> {
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wrapper.model.settings.ai_prompt = prompt.ai_prompt;
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wrapper.model.settings.ai_prompt = prompt.ai_prompt;
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}
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}
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const settings = {
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currentSettings = {
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llama_model_path: currentModelFile,
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llama_model_path: currentModelFile,
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...wrapper.model.settings,
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...wrapper.model.settings,
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// This is critical and requires real system information
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// This is critical and requires real system information
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cpu_threads: nitroResourceProbe.numCpuPhysicalCore,
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cpu_threads: nitroResourceProbe.numCpuPhysicalCore,
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};
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};
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log.info(`Load model settings: ${JSON.stringify(settings, null, 2)}`);
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return loadModel(nitroResourceProbe);
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return (
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}
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// 1. Check if the port is used, if used, attempt to unload model / kill nitro process
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}
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validateModelVersion()
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.then(checkAndUnloadNitro)
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async function loadModel(nitroResourceProbe: any | undefined) {
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// 2. Spawn the Nitro subprocess
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// Gather system information for CPU physical cores and memory
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.then(await spawnNitroProcess(nitroResourceProbe))
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if (!nitroResourceProbe) nitroResourceProbe = await getResourcesInfo();
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// 4. Load the model into the Nitro subprocess (HTTP POST request)
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return killSubprocess()
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.then(() => loadLLMModel(settings))
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.then(() => spawnNitroProcess(nitroResourceProbe))
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// 5. Check if the model is loaded successfully
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.then(() => loadLLMModel(currentSettings))
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.then(validateModelStatus)
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.then(validateModelStatus)
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.catch((err) => {
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.catch((err) => {
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log.error("error: " + JSON.stringify(err));
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console.log("error: ", err);
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// TODO: Broadcast error so app could display proper error message
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return { error: err, currentModelFile };
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return { error: err, currentModelFile };
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})
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});
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);
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}
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}
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}
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function promptTemplateConverter(promptTemplate) {
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function promptTemplateConverter(promptTemplate) {
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@ -138,13 +130,8 @@ function loadLLMModel(settings): Promise<Response> {
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"Content-Type": "application/json",
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"Content-Type": "application/json",
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},
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},
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body: JSON.stringify(settings),
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body: JSON.stringify(settings),
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retries: 5,
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retries: 3,
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retryDelay: 1000,
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retryDelay: 500,
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}).catch((err) => {
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console.error(err);
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log.error("error: " + JSON.stringify(err));
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// Fetch error, Nitro server might not started properly
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throw new Error("Model loading failed.");
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});
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});
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}
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}
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@ -164,8 +151,7 @@ async function validateModelStatus(): Promise<ModelOperationResponse> {
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},
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},
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retries: 5,
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retries: 5,
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retryDelay: 500,
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retryDelay: 500,
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})
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}).then(async (res: Response) => {
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.then(async (res: Response) => {
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// If the response is OK, check model_loaded status.
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// If the response is OK, check model_loaded status.
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if (res.ok) {
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if (res.ok) {
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const body = await res.json();
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const body = await res.json();
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@ -176,10 +162,6 @@ async function validateModelStatus(): Promise<ModelOperationResponse> {
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}
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}
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}
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}
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return { error: "Model loading failed" };
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return { error: "Model loading failed" };
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})
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.catch((err) => {
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log.error("Model loading failed" + err.toString());
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return { error: `Model loading failed.` };
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});
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});
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}
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}
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@ -187,44 +169,29 @@ async function validateModelStatus(): Promise<ModelOperationResponse> {
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* Terminates the Nitro subprocess.
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* Terminates the Nitro subprocess.
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* @returns A Promise that resolves when the subprocess is terminated successfully, or rejects with an error message if the subprocess fails to terminate.
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* @returns A Promise that resolves when the subprocess is terminated successfully, or rejects with an error message if the subprocess fails to terminate.
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*/
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*/
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function killSubprocess(): Promise<void> {
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async function killSubprocess(): Promise<void> {
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fetch(NITRO_HTTP_KILL_URL, {
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const controller = new AbortController();
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setTimeout(() => controller.abort(), 5000);
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console.log("Start requesting to kill Nitro...");
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return fetch(NITRO_HTTP_KILL_URL, {
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method: "DELETE",
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method: "DELETE",
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}).catch((err) => {
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signal: controller.signal,
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console.error(err);
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})
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.then(() => {
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subprocess?.kill();
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subprocess?.kill();
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kill(PORT, "tcp").then(console.log).catch(console.log);
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subprocess = undefined;
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subprocess = null;
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})
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});
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.catch(() => {})
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return
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.then(() => tcpPortUsed.waitUntilFree(PORT, 300, 5000))
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.then(() => console.log("Nitro is killed"));
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}
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}
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/**
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* Check port is used or not, if used, attempt to unload model
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* If unload failed, kill the port
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*/
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async function checkAndUnloadNitro() {
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return tcpPortUsed.check(PORT, LOCAL_HOST).then(async (inUse) => {
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// If inUse - try unload or kill process, otherwise do nothing
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if (inUse) {
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// Attempt to unload model
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return fetch(NITRO_HTTP_UNLOAD_MODEL_URL, {
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method: "GET",
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}).catch((err) => {
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console.error(err);
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// Fallback to kill the port
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return killSubprocess();
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});
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}
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});
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}
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/**
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/**
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* Look for the Nitro binary and execute it
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* Look for the Nitro binary and execute it
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* Using child-process to spawn the process
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* Using child-process to spawn the process
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* Should run exactly platform specified Nitro binary version
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* Should run exactly platform specified Nitro binary version
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*/
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*/
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async function spawnNitroProcess(nitroResourceProbe: any): Promise<any> {
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function spawnNitroProcess(nitroResourceProbe: any): Promise<any> {
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console.log("Starting Nitro subprocess...");
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return new Promise(async (resolve, reject) => {
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return new Promise(async (resolve, reject) => {
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let binaryFolder = path.join(__dirname, "bin"); // Current directory by default
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let binaryFolder = path.join(__dirname, "bin"); // Current directory by default
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let binaryName;
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let binaryName;
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@ -243,7 +210,6 @@ async function spawnNitroProcess(nitroResourceProbe: any): Promise<any> {
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}
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}
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const binaryPath = path.join(binaryFolder, binaryName);
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const binaryPath = path.join(binaryFolder, binaryName);
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// Execute the binary
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// Execute the binary
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subprocess = spawn(binaryPath, [1, LOCAL_HOST, PORT], {
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subprocess = spawn(binaryPath, [1, LOCAL_HOST, PORT], {
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cwd: binaryFolder,
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cwd: binaryFolder,
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@ -255,77 +221,27 @@ async function spawnNitroProcess(nitroResourceProbe: any): Promise<any> {
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});
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});
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subprocess.stderr.on("data", (data) => {
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subprocess.stderr.on("data", (data) => {
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log.error("subprocess error:" + data.toString());
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console.log("subprocess error:" + data.toString());
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console.error(`stderr: ${data}`);
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console.error(`stderr: ${data}`);
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});
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});
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subprocess.on("close", (code) => {
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subprocess.on("close", (code) => {
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console.debug(`child process exited with code ${code}`);
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console.debug(`child process exited with code ${code}`);
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subprocess = null;
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subprocess = null;
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reject(`Nitro process exited. ${code ?? ""}`);
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reject(`child process exited with code ${code}`);
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});
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});
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tcpPortUsed.waitUntilUsed(PORT, 300, 30000).then(() => {
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tcpPortUsed.waitUntilUsed(PORT, 300, 30000).then(() => {
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resolve(nitroResourceProbe);
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resolve(nitroResourceProbe);
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});
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});
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});
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});
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}
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}
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/**
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* Validate the model version, if it is GGUFv1, reject the promise
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* @returns A Promise that resolves when the model is loaded successfully, or rejects with an error message if the model is not found or fails to load.
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*/
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function validateModelVersion(): Promise<void> {
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log.info("validateModelVersion");
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// Read the file
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return new Promise((resolve, reject) => {
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fs.open(currentModelFile, "r", (err, fd) => {
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if (err) {
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log.error("validateModelVersion error" + JSON.stringify(err));
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console.error(err.message);
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reject(err);
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return;
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}
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// Buffer to store the byte
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const buffer = Buffer.alloc(1);
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// Model version will be the 5th byte of the file
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fs.read(fd, buffer, 0, 1, 4, (err, bytesRead, buffer) => {
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if (err) {
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log.error("validateModelVersion open error" + JSON.stringify(err));
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console.error(err.message);
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fs.close(fd, (err) => {
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log.error("validateModelVersion close error" + JSON.stringify(err));
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if (err) console.error(err.message);
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});
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reject(err);
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} else {
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// Interpret the byte as ASCII
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if (buffer[0] === 0x01) {
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// This is GGUFv1, which is deprecated
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reject("GGUFv1 model is deprecated, please try another model.");
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}
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}
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// Close the file descriptor
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fs.close(fd, (err) => {
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if (err) console.error(err.message);
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});
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resolve();
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});
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});
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});
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}
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function dispose() {
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// clean other registered resources here
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killSubprocess();
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}
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/**
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/**
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* Get the system resources information
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* Get the system resources information
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* TODO: Move to Core so that it can be reused
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*/
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*/
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async function getResourcesInfo(): Promise<ResourcesInfo> {
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function getResourcesInfo(): Promise<ResourcesInfo> {
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return new Promise(async (resolve) => {
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return new Promise(async (resolve) => {
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const cpu = await si.cpu();
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const cpu = await si.cpu();
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const mem = await si.mem();
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const mem = await si.mem();
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@ -338,6 +254,11 @@ async function getResourcesInfo(): Promise<ResourcesInfo> {
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});
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});
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}
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}
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function dispose() {
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// clean other registered resources here
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killSubprocess();
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}
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module.exports = {
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module.exports = {
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initModel,
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initModel,
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stopModel,
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stopModel,
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