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python/ray/autoscaler/updater.py
Python
try: # py3 from shlex import quote except ImportError: # py2 from pipes import quote import hashlib import logging import os import subprocess import sys import time from threading import Thread from getpass import getuser from ray.autoscaler.tags import TAG_RAY_NODE_STATUS, TAG_RAY_RUNTIME_CONFIG, \ ST...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/cloudpickle/__init__.py
Python
from __future__ import absolute_import import os import sys CLOUDPICKLE_PATH = os.path.dirname(os.path.realpath(__file__)) if os.path.exists(os.path.join(CLOUDPICKLE_PATH, "..", "pickle5_files", "pickle5")): HAS_PICKLE5 = True else: HAS_PICKLE5 = False if sys.version_info[:2] >= (3, 8) or HAS_PICKLE5: fr...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/cloudpickle/cloudpickle.py
Python
""" This class is defined to override standard pickle functionality The goals of it follow: -Serialize lambdas and nested functions to compiled byte code -Deal with main module correctly -Deal with other non-serializable objects It does not include an unpickler, as standard python unpickling suffices. This module wa...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/cloudpickle/cloudpickle_fast.py
Python
""" New, fast version of the CloudPickler. This new CloudPickler class can now extend the fast C Pickler instead of the previous Python implementation of the Pickler class. Because this functionality is only available for Python versions 3.8+, a lot of backward-compatibility code is also removed. Note that the C Pick...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/cluster_utils.py
Python
import logging import time import redis import ray from ray import ray_constants logger = logging.getLogger(__name__) class Cluster: def __init__(self, initialize_head=False, connect=False, head_node_args=None, shutdown_at_exit=True): ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/public/index.html
HTML
<!DOCTYPE html> <html lang="en"> <head> <meta charset="utf-8" /> <link rel="shortcut icon" href="%PUBLIC_URL%/favicon.ico" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <!-- Notice the use of %PUBLIC_URL% in the tags above. It will be replaced with the URL of th...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/public/speedscope-1.5.3/demangle-cpp.8a387750.js
JavaScript
parcelRequire=function(e,r,n,t){var i="function"==typeof parcelRequire&&parcelRequire,o="function"==typeof require&&require;function u(n,t){if(!r[n]){if(!e[n]){var f="function"==typeof parcelRequire&&parcelRequire;if(!t&&f)return f(n,!0);if(i)return i(n,!0);if(o&&"string"==typeof n)return o(n);var c=new Error("Cannot f...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/public/speedscope-1.5.3/import.a03c2bef.js
JavaScript
parcelRequire=function(e,r,n,t){var i="function"==typeof parcelRequire&&parcelRequire,o="function"==typeof require&&require;function u(n,t){if(!r[n]){if(!e[n]){var f="function"==typeof parcelRequire&&parcelRequire;if(!t&&f)return f(n,!0);if(i)return i(n,!0);if(o&&"string"==typeof n)return o(n);var c=new Error("Cannot f...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/public/speedscope-1.5.3/index.html
HTML
<!DOCTYPE html><html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <meta http-equiv="X-UA-Compatible" content="ie=edge"> <title>speedscope</title> <link href="https://fonts.googleapis.com/css?family=Source+Code+Pro" rel="stylesheet"> <script></script> <l...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/public/speedscope-1.5.3/reset.7ae984ff.css
CSS
a,abbr,acronym,address,applet,article,aside,audio,b,big,blockquote,body,canvas,caption,center,cite,code,dd,del,details,dfn,div,dl,dt,em,embed,fieldset,figcaption,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,nav,object,ol,output,p,pre,q,ruby,s,samp,section,small,...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/public/speedscope-1.5.3/speedscope.75eb7d8e.js
JavaScript
parcelRequire=function(e,r,n,t){var i="function"==typeof parcelRequire&&parcelRequire,o="function"==typeof require&&require;function u(n,t){if(!r[n]){if(!e[n]){var f="function"==typeof parcelRequire&&parcelRequire;if(!t&&f)return f(n,!0);if(i)return i(n,!0);if(o&&"string"==typeof n)return o(n);var c=new Error("Cannot f...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/App.tsx
TypeScript (TSX)
import CssBaseline from "@material-ui/core/CssBaseline"; import React from "react"; import { Provider } from "react-redux"; import { BrowserRouter, Route } from "react-router-dom"; import Dashboard from "./pages/dashboard/Dashboard"; import Errors from "./pages/dashboard/dialogs/errors/Errors"; import Logs from "./page...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/api.ts
TypeScript
const base = process.env.NODE_ENV === "development" ? "http://localhost:8265" : window.location.origin; // TODO(mitchellstern): Add JSON schema validation for the responses. const get = async <T>(path: string, params: { [key: string]: any }) => { const url = new URL(path, base); for (const [key, value] o...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/common/DialogWithTitle.tsx
TypeScript (TSX)
import Dialog from "@material-ui/core/Dialog"; import IconButton from "@material-ui/core/IconButton"; import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Ty...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/common/NumberedLines.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Table from "@material-ui/core/Table"; import TableBody from "@material-ui/core/TableBody"; import TableC...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/dashboard/client/src/common/UsageBar.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import React from "react"; const blend = ( [r1, g1, b1]: number[], [r2, g2, b2]: number[], ratio: number...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/common/formatUtils.ts
TypeScript
export const formatByteAmount = ( amount: number, unit: "mebibyte" | "gibibyte" ) => `${( amount / (unit === "mebibyte" ? Math.pow(1024, 2) : Math.pow(1024, 3)) ).toFixed(1)} ${unit === "mebibyte" ? "MiB" : "GiB"}`; export const formatUsage = ( used: number, total: number, unit: "mebibyte" | "gibibyt...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/index.tsx
TypeScript (TSX)
import React from "react"; import ReactDOM from "react-dom"; import "typeface-roboto"; import App from "./App"; ReactDOM.render(<App />, document.getElementById("root"));
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/Dashboard.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Tab from "@material-ui/core/Tab"; import Tabs from "@material-ui/core/Tabs"; import Typography from "@ma...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/pages/dashboard/LastUpdated.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Typography from "@material-ui/core/Typography"; import React from "react"; import { connect } from "reac...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/dialogs/errors/Errors.tsx
TypeScript (TSX)
import { fade } from "@material-ui/core/styles/colorManipulator"; import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Typography from "@material-ui/core/Typ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/dialogs/logs/Logs.tsx
TypeScript (TSX)
import { fade } from "@material-ui/core/styles/colorManipulator"; import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Typography from "@material-ui/core/Typ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/logical-view/Actor.tsx
TypeScript (TSX)
import Typography from "@material-ui/core/Typography"; import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import React from "react"; import { RayletInfoResponse }...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/logical-view/Actors.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import React from "react"; import { RayletInfoResponse } from "../../../api"; import Actor from "./Actor"; con...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/logical-view/LogicalView.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Typography from "@material-ui/core/Typography"; import React from "react"; import { connect } from "reac...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/node-info/NodeInfo.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Table from "@material-ui/core/Table"; import TableBody from "@material-ui/core/TableBody"; import TableC...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/dashboard/client/src/pages/dashboard/node-info/NodeRowGroup.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import TableCell from "@material-ui/core/TableCell"; import TableRow from "@material-ui/core/TableRow"; import ...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/pages/dashboard/node-info/TotalRow.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import TableCell from "@material-ui/core/TableCell"; import TableRow from "@material-ui/core/TableRow"; import ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/CPU.tsx
TypeScript (TSX)
import React from "react"; import UsageBar from "../../../../common/UsageBar"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; const getWeightedAverage = ( input: { weight: number; value: number; }[] ) => { if (input.length === 0) { return 0; }...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Disk.tsx
TypeScript (TSX)
import Typography from "@material-ui/core/Typography"; import React from "react"; import { formatUsage } from "../../../../common/formatUtils"; import UsageBar from "../../../../common/UsageBar"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const Cluster...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Errors.tsx
TypeScript (TSX)
import Link from "@material-ui/core/Link"; import Typography from "@material-ui/core/Typography"; import React from "react"; import { Link as RouterLink } from "react-router-dom"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const makeClusterErrors = (er...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Host.tsx
TypeScript (TSX)
import React from "react"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const ClusterHost: ClusterFeatureComponent = ({ nodes }) => ( <React.Fragment> Totals ({nodes.length.toLocaleString()}{" "} {nodes.length === 1 ? "host" : "hosts"}) </Rea...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Logs.tsx
TypeScript (TSX)
import Link from "@material-ui/core/Link"; import Typography from "@material-ui/core/Typography"; import React from "react"; import { Link as RouterLink } from "react-router-dom"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const makeClusterLogs = (logC...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/RAM.tsx
TypeScript (TSX)
import React from "react"; import { formatByteAmount, formatUsage } from "../../../../common/formatUtils"; import UsageBar from "../../../../common/UsageBar"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const ClusterRAM: ClusterFeatureComponent = ({ nod...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Received.tsx
TypeScript (TSX)
import Typography from "@material-ui/core/Typography"; import React from "react"; import { formatByteAmount } from "../../../../common/formatUtils"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const ClusterReceived: ClusterFeatureComponent = ({ nodes })...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Sent.tsx
TypeScript (TSX)
import Typography from "@material-ui/core/Typography"; import React from "react"; import { formatByteAmount } from "../../../../common/formatUtils"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const ClusterSent: ClusterFeatureComponent = ({ nodes }) => ...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Uptime.tsx
TypeScript (TSX)
import Typography from "@material-ui/core/Typography"; import React from "react"; import { formatDuration } from "../../../../common/formatUtils"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; const getUptime = (bootTime: number) => Date.now() / 1000 - bootTime;...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/Workers.tsx
TypeScript (TSX)
import React from "react"; import { ClusterFeatureComponent, NodeFeatureComponent, WorkerFeatureComponent } from "./types"; export const ClusterWorkers: ClusterFeatureComponent = ({ nodes }) => { let totalWorkers = 0; let totalCpus = 0; for (const node of nodes) { totalWorkers += node.workers.length; ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/node-info/features/types.tsx
TypeScript (TSX)
import React from "react"; import { NodeInfoResponse } from "../../../../api"; type ArrayType<T> = T extends Array<infer U> ? U : never; type Node = ArrayType<NodeInfoResponse["clients"]>; type Worker = ArrayType<Node["workers"]>; type ClusterFeatureData = { nodes: Node[] }; type NodeFeatureData = { node: Node }; typ...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/pages/dashboard/ray-config/RayConfig.tsx
TypeScript (TSX)
import { Theme } from "@material-ui/core/styles/createMuiTheme"; import createStyles from "@material-ui/core/styles/createStyles"; import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles"; import Table from "@material-ui/core/Table"; import TableBody from "@material-ui/core/TableBody"; import TableC...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/client/src/pages/dashboard/state.ts
TypeScript
import { createSlice, PayloadAction } from "@reduxjs/toolkit"; import { NodeInfoResponse, RayConfigResponse, RayletInfoResponse } from "../../api"; const name = "dashboard"; interface State { tab: number; rayConfig: RayConfigResponse | null; nodeInfo: NodeInfoResponse | null; rayletInfo: RayletInfoRespo...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/client/src/react-app-env.d.ts
TypeScript
/// <reference types="react-scripts" />
zhuohan123/hoplite-rllib
3
Python
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Zhuohan Li
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python/ray/dashboard/client/src/store.ts
TypeScript
import { configureStore } from "@reduxjs/toolkit"; import { dashboardReducer } from "./pages/dashboard/state"; export const store = configureStore({ reducer: { dashboard: dashboardReducer }, devTools: process.env.NODE_ENV === "development" }); export type StoreState = ReturnType<typeof store.getState>;
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/dashboard.py
Python
try: import aiohttp.web except ImportError: print("The dashboard requires aiohttp to run.") import sys sys.exit(1) import argparse import copy import datetime import json import logging import os import re import threading import time import traceback import yaml from base64 import b64decode from coll...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/index.html
HTML
<!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <title>ray dashboard</title> <meta name="description" content="ray dashboard"</meta> <link rel="stylesheet" href="res/main.css"> <meta name="referrer" content="same-origin"> <!-- <script src="https://cdnjs.cloudflare.com/ajax/l...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/dashboard/res/main.css
CSS
* { font-family: monospace; margin: 0; padding: 0; } h1, h2 { text-align: center; margin: 1rem 0; } h1 { font-size: 3rem; margin: 0.5rem auto; text-align: center; } h2 { font-size: 2rem; margin: 1rem auto; text-align: center; } div#dashboard { width: 116rem; margin: 1rem auto; } table, tbody, thead { width: 10...
zhuohan123/hoplite-rllib
3
Python
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python/ray/dashboard/res/main.js
JavaScript
let dashboard = new Vue({ el: "#dashboard", data: { now: (new Date()).getTime() / 1000, shown: {}, error: "loading...", last_update: undefined, clients: undefined, totals: undefined, tasks: undefined, ray_config: undefined, }, methods: { ...
zhuohan123/hoplite-rllib
3
Python
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Zhuohan Li
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python/ray/dataframe/__init__.py
Python
raise DeprecationWarning("Pandas on Ray has moved to Modin: " "github.com/modin-project/modin")
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/exceptions.py
Python
import os import colorama try: import setproctitle except ImportError: setproctitle = None import ray class RayError(Exception): """Super class of all ray exception types.""" pass class RayTaskError(RayError): """Indicates that a task threw an exception during execution. If a task throws...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/__init__.py
Python
from .gcs_flush_policy import (set_flushing_policy, GcsFlushPolicy, SimpleGcsFlushPolicy) from .named_actors import get_actor, register_actor from .api import get, wait from .actor_pool import ActorPool from .dynamic_resources import set_resource from . import iter def TensorFlowVariabl...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/experimental/actor_pool.py
Python
import ray class ActorPool: """Utility class to operate on a fixed pool of actors. Arguments: actors (list): List of Ray actor handles to use in this pool. Examples: >>> a1, a2 = Actor.remote(), Actor.remote() >>> pool = ActorPool([a1, a2]) >>> print(pool.map(lambda a, v:...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/api.py
Python
import ray import numpy as np def get(object_ids): """Get a single or a collection of remote objects from the object store. This method is identical to `ray.get` except it adds support for tuples, ndarrays and dictionaries. Args: object_ids: Object ID of the object to get, a list, tuple, nda...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
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python/ray/experimental/array/distributed/__init__.py
Python
from . import random from . import linalg from .core import (BLOCK_SIZE, DistArray, assemble, zeros, ones, copy, eye, triu, tril, blockwise_dot, dot, transpose, add, subtract, numpy_to_dist, subblocks) __all__ = [ "random", "linalg", "BLOCK_SIZE", "DistArray", "assemble", "zer...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/array/distributed/core.py
Python
import numpy as np import ray.experimental.array.remote as ra import ray BLOCK_SIZE = 10 class DistArray: def __init__(self, shape, objectids=None): self.shape = shape self.ndim = len(shape) self.num_blocks = [ int(np.ceil(1.0 * a / BLOCK_SIZE)) for a in self.shape ] ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/array/distributed/linalg.py
Python
import numpy as np import ray.experimental.array.remote as ra import ray from . import core __all__ = ["tsqr", "modified_lu", "tsqr_hr", "qr"] @ray.remote(num_return_vals=2) def tsqr(a): """Perform a QR decomposition of a tall-skinny matrix. Args: a: A distributed matrix with shape MxN (suppose K =...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/array/distributed/random.py
Python
import numpy as np import ray.experimental.array.remote as ra import ray from .core import DistArray @ray.remote def normal(shape): num_blocks = DistArray.compute_num_blocks(shape) objectids = np.empty(num_blocks, dtype=object) for index in np.ndindex(*num_blocks): objectids[index] = ra.random.no...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/array/remote/__init__.py
Python
from . import random from . import linalg from .core import (zeros, zeros_like, ones, eye, dot, vstack, hstack, subarray, copy, tril, triu, diag, transpose, add, subtract, sum, shape, sum_list) __all__ = [ "random", "linalg", "zeros", "zeros_like", "ones", "eye", "dot", "vstac...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/array/remote/core.py
Python
import numpy as np import ray @ray.remote def zeros(shape, dtype_name="float", order="C"): return np.zeros(shape, dtype=np.dtype(dtype_name), order=order) @ray.remote def zeros_like(a, dtype_name="None", order="K", subok=True): dtype_val = None if dtype_name == "None" else np.dtype(dtype_name) return np...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/array/remote/linalg.py
Python
import numpy as np import ray __all__ = [ "matrix_power", "solve", "tensorsolve", "tensorinv", "inv", "cholesky", "eigvals", "eigvalsh", "pinv", "slogdet", "det", "svd", "eig", "eigh", "lstsq", "norm", "qr", "cond", "matrix_rank", "multi_dot" ] @ray.remote def matrix_power(M, n): return np.linalg.mat...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/array/remote/random.py
Python
import numpy as np import ray @ray.remote def normal(shape): return np.random.normal(size=shape)
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/async_api.py
Python
# Note: asyncio is only compatible with Python 3 import asyncio import functools import threading import pyarrow.plasma as plasma import ray from ray.experimental.async_plasma import PlasmaProtocol, PlasmaEventHandler from ray.services import logger handler = None transport = None protocol = None class _ThreadSaf...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/async_plasma.py
Python
import asyncio import ctypes import sys import pyarrow.plasma as plasma import ray from ray.services import logger INT64_SIZE = ctypes.sizeof(ctypes.c_int64) def _release_waiter(waiter, *_): if not waiter.done(): waiter.set_result(None) class PlasmaProtocol(asyncio.Protocol): """Protocol control ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/dynamic_resources.py
Python
import ray def set_resource(resource_name, capacity, client_id=None): """ Set a resource to a specified capacity. This creates, updates or deletes a custom resource for a target clientId. If the resource already exists, it's capacity is updated to the new value. If the capacity is set to 0, the resou...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/gcs_flush_policy.py
Python
import os import time import ray import ray.cloudpickle as pickle class GcsFlushPolicy: """Experimental: a policy to control GCS flushing. Used by Monitor to enable automatic control of memory usage. """ def should_flush(self, redis_client): """Returns a bool, whether a flush request should...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/internal_kv.py
Python
import ray _local = {} # dict for local mode def _internal_kv_initialized(): worker = ray.worker.get_global_worker() return hasattr(worker, "mode") and worker.mode is not None def _internal_kv_get(key): """Fetch the value of a binary key.""" worker = ray.worker.get_global_worker() if worker.m...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/iter.py
Python
from typing import TypeVar, Generic, Iterable, List, Callable, Any import ray # The type of an iterator element. T = TypeVar("T") U = TypeVar("U") def from_items(items: List[T], num_shards: int = 2, repeat: bool = False) -> "ParallelIterator[T]": """Create a parallel iterator from an existing set...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/multiprocessing/__init__.py
Python
from multiprocessing import TimeoutError from .pool import Pool __all__ = ["Pool", "TimeoutError"]
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/multiprocessing/pool.py
Python
import logging from multiprocessing import TimeoutError import os import time import random import collections import threading import queue import copy import ray logger = logging.getLogger(__name__) RAY_ADDRESS_ENV = "RAY_ADDRESS" # Helper function to divide a by b and round the result up. def div_round_up(a, b)...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/named_actors.py
Python
import ray import ray.cloudpickle as pickle from ray.experimental.internal_kv import _internal_kv_get, _internal_kv_put def _calculate_key(name): """Generate a Redis key with the given name. Args: name: The name of the named actor. Returns: The key to use for storing a named actor in Red...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/no_return.py
Python
class NoReturn: """Do not store the return value in the object store. If a task returns this object, then Ray will not store this object in the object store. Calling `ray.get` on the task's return ObjectIDs may block indefinitely unless the task manually stores an object for the corresponding Objec...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/queue.py
Python
from collections import deque import time import ray class Empty(Exception): pass class Full(Exception): pass class Queue: """Queue implementation on Ray. Args: maxsize (int): maximum size of the queue. If zero, size is unboundend. """ def __init__(self, maxsize=0): self...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/__init__.py
Python
from ray.experimental.serve.backend_config import BackendConfig from ray.experimental.serve.policy import RoutePolicy from ray.experimental.serve.api import ( init, create_backend, create_endpoint, link, split, get_handle, stat, set_backend_config, get_backend_config, accept_batch) # noqa: E402 __all__ = [ ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/api.py
Python
import inspect from functools import wraps from tempfile import mkstemp import numpy as np import ray from ray.experimental.serve.constants import ( DEFAULT_HTTP_HOST, DEFAULT_HTTP_PORT, SERVE_NURSERY_NAME) from ray.experimental.serve.global_state import (GlobalState, ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/backend_config.py
Python
from copy import deepcopy class BackendConfig: # configs not needed for actor creation when # instantiating a replica _serve_configs = ["_num_replicas", "max_batch_size"] # configs which when changed leads to restarting # the existing replicas. restart_on_change_fields = ["resources", "num_cp...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/constants.py
Python
#: The interval which http server refreshes its routing table HTTP_ROUTER_CHECKER_INTERVAL_S = 2 #: Actor name used to register actor nursery SERVE_NURSERY_NAME = "SERVE_ACTOR_NURSERY" #: KVStore connector key in bootstrap config BOOTSTRAP_KV_STORE_CONN_KEY = "kv_store_connector" #: HTTP Address DEFAULT_HTTP_ADDRESS...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/context.py
Python
from enum import IntEnum from ray.experimental.serve.exceptions import RayServeException class TaskContext(IntEnum): """TaskContext constants for queue.enqueue method""" Web = 1 Python = 2 # Global variable will be modified in worker # web == True: currrently processing a request from web server # web ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo.py
Python
""" Example service that prints out http context. """ import time import requests from ray.experimental import serve from ray.experimental.serve.utils import pformat_color_json def echo(flask_request): return "hello " + flask_request.args.get("name", "serve!") serve.init(blocking=True) serve.create_endpoint...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_actor.py
Python
""" Example actor that adds an increment to a number. This number can come from either web (parsing Flask request) or python call. This actor can be called from HTTP as well as from Python. """ import time import requests import ray from ray.experimental import serve from ray.experimental.serve.utils import pformat...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_actor_batch.py
Python
""" Example actor that adds an increment to a number. This number can come from either web (parsing Flask request) or python call. The queries incoming to this actor are batched. This actor can be called from HTTP as well as from Python. """ import time import requests import ray from ray.experimental import serve f...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_batching.py
Python
""" This example has backend which has batching functionality enabled. """ import ray from ray.experimental import serve from ray.experimental.serve import BackendConfig class MagicCounter: def __init__(self, increment): self.increment = increment @serve.accept_batch def __call__(self, flask_req...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/serve/examples/echo_error.py
Python
""" Example of error handling mechanism in ray serve. We are going to define a buggy function that raise some exception: >>> def echo(_): raise Exception("oh no") The expected behavior is: - HTTP server should respond with "internal error" in the response JSON - ray.get(handle.remote()) should raise RayTaskEr...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_fixed_packing.py
Python
""" Example showing fixed packing policy. The outputs from v1 and v2 will be coming according to packing_num specified! This is a packed round robin example. First batch of packing_num (five in this example) queries would go to 'echo:v1' backend and then next batch of packing_num queries would go to 'echo:v2' backend. ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_full.py
Python
""" Full example of ray.serve module """ import time import requests import ray import ray.experimental.serve as serve from ray.experimental.serve.utils import pformat_color_json # initialize ray serve system. # blocking=True will wait for HTTP server to be ready to serve request. serve.init(blocking=True) # an en...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_round_robin.py
Python
""" Example showing round robin policy. The outputs from v1 and v2 will be (almost) interleaved as queries get processed. """ import time import requests from ray.experimental import serve from ray.experimental.serve.utils import pformat_color_json def echo_v1(_): return "v1" def echo_v2(_): return "v2" ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_slo_reverse.py
Python
""" SLO [reverse] example of ray.serve module """ import time import requests import ray import ray.experimental.serve as serve # initialize ray serve system. # blocking=True will wait for HTTP server to be ready to serve request. serve.init(blocking=True) # an endpoint is associated with an http URL. serve.create...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/examples/echo_split.py
Python
""" Example of traffic splitting. We will first use echo:v1. Then v1 and v2 will split the incoming traffic evenly. """ import time import requests from ray.experimental import serve from ray.experimental.serve.utils import pformat_color_json def echo_v1(_): return "v1" def echo_v2(_): return "v2" serve...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/exceptions.py
Python
class RayServeException(Exception): pass
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/serve/global_state.py
Python
import ray from ray.experimental.serve.constants import ( BOOTSTRAP_KV_STORE_CONN_KEY, DEFAULT_HTTP_HOST, DEFAULT_HTTP_PORT, SERVE_NURSERY_NAME) from ray.experimental.serve.kv_store_service import ( BackendTable, RoutingTable, TrafficPolicyTable) from ray.experimental.serve.metric import (MetricMonitor, ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/handle.py
Python
import ray from ray.experimental import serve from ray.experimental.serve.context import TaskContext from ray.experimental.serve.exceptions import RayServeException from ray.experimental.serve.constants import DEFAULT_HTTP_ADDRESS class RayServeHandle: """A handle to a service endpoint. Invoking this endpoin...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/http_util.py
Python
import io import flask def build_flask_request(asgi_scope_dict, request_body): """Build and return a flask request from ASGI payload This function is indented to be used immediately before task invocation happen. """ wsgi_environ = build_wsgi_environ(asgi_scope_dict, request_body) return fla...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/kv_store_service.py
Python
import json import sqlite3 from abc import ABC from ray import cloudpickle as pickle import ray.experimental.internal_kv as ray_kv from ray.experimental.serve.utils import logger class NamespacedKVStore(ABC): """Abstract base class for a namespaced key-value store. The idea is that multiple key-value store...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/metric.py
Python
import time import numpy as np import pandas as pd import ray @ray.remote(num_cpus=0) class MetricMonitor: def __init__(self, gc_window_seconds=3600): """Metric monitor scrapes metrics from ray serve actors and allow windowed query operations. Args: gc_window_seconds(int): H...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/policy.py
Python
from enum import Enum from ray.experimental.serve.queues import ( RoundRobinPolicyQueueActor, RandomPolicyQueueActor, PowerOfTwoPolicyQueueActor, FixedPackingPolicyQueueActor) class RoutePolicy(Enum): """ A class for registering the backend selection policy. Add a name and the corresponding class....
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/queues.py
Python
from collections import defaultdict, deque import numpy as np import ray from ray.experimental.serve.utils import logger import itertools from blist import sortedlist import time class Query: def __init__(self, request_args, request_kwargs, request_context, ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/scripts.py
Python
import json import click import ray import ray.experimental.serve as serve @click.group("serve", help="Commands working with ray serve") def serve_cli(): pass @serve_cli.command(help="Initialize ray serve components") def init(): ray.init(address="auto") serve.init(blocking=True) @serve_cli.command(...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/server.py
Python
import asyncio import json import uvicorn import ray from ray.experimental.async_api import _async_init from ray.experimental.serve.constants import HTTP_ROUTER_CHECKER_INTERVAL_S from ray.experimental.serve.context import TaskContext from ray.experimental.serve.utils import BytesEncoder from urllib.parse import pars...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/task_runner.py
Python
import time import traceback import ray from ray.experimental.serve import context as serve_context from ray.experimental.serve.context import FakeFlaskRequest from collections import defaultdict from ray.experimental.serve.utils import parse_request_item from ray.experimental.serve.exceptions import RayServeException...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/serve/tests/conftest.py
Python
import os import tempfile import pytest import ray from ray.experimental import serve @pytest.fixture(scope="session") def serve_instance(): _, new_db_path = tempfile.mkstemp(suffix=".test.db") serve.init( kv_store_path=new_db_path, blocking=True, ray_init_kwargs={"num_cpus": 36}) ...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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python/ray/experimental/serve/tests/test_api.py
Python
import time import pytest import requests from ray.experimental import serve from ray.experimental.serve import BackendConfig import ray def test_e2e(serve_instance): serve.init() # so we have access to global state serve.create_endpoint("endpoint", "/api", blocking=True) result = serve.api._get_global_...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
vLLM / Meta
python/ray/experimental/serve/tests/test_metric.py
Python
import numpy as np import pytest import ray from ray.experimental.serve.metric import MetricMonitor @pytest.fixture(scope="session") def start_target_actor(ray_instance): @ray.remote class Target: def __init__(self): self.counter_value = 0 def _serve_metric(self): sel...
zhuohan123/hoplite-rllib
3
Python
zhuohan123
Zhuohan Li
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