From 755b08bea2c677d30eaeb8b2dbc810135bbbb61a Mon Sep 17 00:00:00 2001 From: Marco Mancini Date: Thu, 11 Dec 2025 08:52:59 +0100 Subject: [PATCH 1/4] F OpenNebula/one#7370:vllm engine appliance Signed-off-by: Marco Mancini --- Makefile | 3 + Makefile.config | 2 +- .../client/static/css/material-icons.css | 23 + .../client/static/css/materialize.min.css | 31 + .../vllm-engine/client/static/css/style.css | 225 +++++++ .../fonts/flUhRq6tzZclQEJ-Vdg-IuiaDsNc.woff2 | Bin 0 -> 128352 bytes .../client/static/js/marked.min.js | 6 + .../vllm-engine/client/static/js/script.js | 108 +++ .../vllm-engine/client/static/logos/logo.svg | 1 + .../vllm-engine/client/templates/index.html | 41 ++ .../vllm-engine/client/web_client_openai.py | 40 ++ appliances/vllm-engine/config.rb | 90 +++ appliances/vllm-engine/main.rb | 631 ++++++++++++++++++ appliances/vllm-engine/scripts/benchmark.sh | 64 ++ .../service_vllm-engine/81-configure-ssh.sh | 29 + .../82-configure-context.sh | 14 + .../90-custom-scripts/README.md | 1 + .../90-custom-scripts/get_nvidia_driver.sh | 64 ++ packer/service_vllm-engine/gen_context | 32 + packer/service_vllm-engine/variables.pkr.hcl | 18 + .../service_vllm-engine/vars-common.pkr.hcl | 66 ++ .../service_vllm-engine/vllm-engine.pkr.hcl | 223 +++++++ 22 files changed, 1711 insertions(+), 1 deletion(-) create mode 100644 appliances/vllm-engine/client/static/css/material-icons.css create mode 100644 appliances/vllm-engine/client/static/css/materialize.min.css create mode 100644 appliances/vllm-engine/client/static/css/style.css create mode 100644 appliances/vllm-engine/client/static/fonts/flUhRq6tzZclQEJ-Vdg-IuiaDsNc.woff2 create mode 100644 appliances/vllm-engine/client/static/js/marked.min.js create mode 100644 appliances/vllm-engine/client/static/js/script.js create mode 100644 appliances/vllm-engine/client/static/logos/logo.svg create mode 100644 appliances/vllm-engine/client/templates/index.html create mode 100644 appliances/vllm-engine/client/web_client_openai.py create mode 100644 appliances/vllm-engine/config.rb create mode 100644 appliances/vllm-engine/main.rb create mode 100644 appliances/vllm-engine/scripts/benchmark.sh create mode 100644 packer/service_vllm-engine/81-configure-ssh.sh create mode 100644 packer/service_vllm-engine/82-configure-context.sh create mode 100644 packer/service_vllm-engine/90-custom-scripts/README.md create mode 100755 packer/service_vllm-engine/90-custom-scripts/get_nvidia_driver.sh create mode 100755 packer/service_vllm-engine/gen_context create mode 100644 packer/service_vllm-engine/variables.pkr.hcl create mode 100644 packer/service_vllm-engine/vars-common.pkr.hcl create mode 100644 packer/service_vllm-engine/vllm-engine.pkr.hcl diff --git a/Makefile b/Makefile index 5c6fd06d..5a1c846d 100644 --- a/Makefile +++ b/Makefile @@ -55,6 +55,9 @@ packer-service_Vllm.aarch64: packer-ubuntu2404.aarch64 $(DIR_EXPORT)/service_Vll @$(INFO) "Packer service_Vllm.aarch64 done" +packer-service_vllm-engine: packer-ubuntu2404 $(DIR_EXPORT)/service_vllm-engine.qcow2 + @$(INFO) "Packer service_vllm-engine done" + packer-service_Capi: packer-ubuntu2204 $(DIR_EXPORT)/service_Capi.qcow2 @$(INFO) "Packer service_Capi done" diff --git a/Makefile.config b/Makefile.config index 4e774bae..05e928d8 100644 --- a/Makefile.config +++ b/Makefile.config @@ -32,7 +32,7 @@ DISTROS_ARM64 := alma8.aarch64 alma9.aarch64 alma10.aarch64 \ ubuntu2204oneke.aarch64 SERVICES_AMD64 := service_Wordpress service_VRouter service_OneKE service_OneKEa capone \ - service_Harbor service_MinIO service_Vllm service_Capi service_FabricManager service_example + service_Harbor service_MinIO service_Vllm service_vllm-engine service_Capi service_FabricManager service_example SERVICES_ARM64 := service_VRouter.aarch64 service_Vllm.aarch64 service_Capi.aarch64 diff --git a/appliances/vllm-engine/client/static/css/material-icons.css b/appliances/vllm-engine/client/static/css/material-icons.css new file mode 100644 index 00000000..dd151b2f --- /dev/null +++ b/appliances/vllm-engine/client/static/css/material-icons.css @@ -0,0 +1,23 @@ +/* fallback */ +@font-face { + font-family: 'Material Icons'; + font-style: normal; + font-weight: 400; + src: url('../fonts/flUhRq6tzZclQEJ-Vdg-IuiaDsNc.woff2') format('woff2'); + } + + .material-icons { + font-family: 'Material Icons'; + font-weight: normal; + font-style: normal; + font-size: 24px; + line-height: 1; + letter-spacing: normal; + text-transform: none; + display: inline-block; + white-space: nowrap; + word-wrap: normal; + direction: ltr; + -webkit-font-feature-settings: 'liga'; + -webkit-font-smoothing: antialiased; + } \ No newline at end of file diff --git a/appliances/vllm-engine/client/static/css/materialize.min.css b/appliances/vllm-engine/client/static/css/materialize.min.css new file mode 100644 index 00000000..8efefbb0 --- /dev/null +++ b/appliances/vllm-engine/client/static/css/materialize.min.css @@ -0,0 +1,31 @@ +/*! + * 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601px){.datepicker-modal{max-width:625px}.datepicker-container.modal-content{-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.datepicker-date-display{-webkit-box-flex:0;-webkit-flex:0 1 270px;-ms-flex:0 1 270px;flex:0 1 270px}.datepicker-controls,.datepicker-table,.datepicker-footer{width:320px}.datepicker-day-button{line-height:44px}}.timepicker-modal{max-width:325px;max-height:none}.timepicker-container.modal-content{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;padding:0}.text-primary{color:#fff}.timepicker-digital-display{-webkit-box-flex:1;-webkit-flex:1 auto;-ms-flex:1 auto;flex:1 auto;background-color:#26a69a;padding:10px;font-weight:300}.timepicker-text-container{font-size:4rem;font-weight:bold;text-align:center;color:rgba(255,255,255,0.6);font-weight:400;position:relative;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.timepicker-span-hours,.timepicker-span-minutes,.timepicker-span-am-pm div{cursor:pointer}.timepicker-span-hours{margin-right:3px}.timepicker-span-minutes{margin-left:3px}.timepicker-display-am-pm{font-size:1.3rem;position:absolute;right:1rem;bottom:1rem;font-weight:400}.timepicker-analog-display{-webkit-box-flex:2.5;-webkit-flex:2.5 auto;-ms-flex:2.5 auto;flex:2.5 auto}.timepicker-plate{background-color:#eee;border-radius:50%;width:270px;height:270px;overflow:visible;position:relative;margin:auto;margin-top:25px;margin-bottom:5px;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}.timepicker-canvas,.timepicker-dial{position:absolute;left:0;right:0;top:0;bottom:0}.timepicker-minutes{visibility:hidden}.timepicker-tick{border-radius:50%;color:rgba(0,0,0,0.87);line-height:40px;text-align:center;width:40px;height:40px;position:absolute;cursor:pointer;font-size:15px}.timepicker-tick.active,.timepicker-tick:hover{background-color:rgba(38,166,154,0.25)}.timepicker-dial{-webkit-transition:opacity 350ms, -webkit-transform 350ms;transition:opacity 350ms, -webkit-transform 350ms;transition:transform 350ms, opacity 350ms;transition:transform 350ms, opacity 350ms, -webkit-transform 350ms}.timepicker-dial-out{opacity:0}.timepicker-dial-out.timepicker-hours{-webkit-transform:scale(1.1, 1.1);transform:scale(1.1, 1.1)}.timepicker-dial-out.timepicker-minutes{-webkit-transform:scale(0.8, 0.8);transform:scale(0.8, 0.8)}.timepicker-canvas{-webkit-transition:opacity 175ms;transition:opacity 175ms}.timepicker-canvas line{stroke:#26a69a;stroke-width:4;stroke-linecap:round}.timepicker-canvas-out{opacity:0.25}.timepicker-canvas-bearing{stroke:none;fill:#26a69a}.timepicker-canvas-bg{stroke:none;fill:#26a69a}.timepicker-footer{margin:0 auto;padding:5px 1rem;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-webkit-justify-content:space-between;-ms-flex-pack:justify;justify-content:space-between}.timepicker-clear{color:#F44336}.timepicker-close{color:#26a69a}.timepicker-clear,.timepicker-close{padding:0 20px}@media only screen and (min-width: 601px){.timepicker-modal{max-width:600px}.timepicker-container.modal-content{-webkit-box-orient:horizontal;-webkit-box-direction:normal;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row}.timepicker-text-container{top:32%}.timepicker-display-am-pm{position:relative;right:auto;bottom:auto;text-align:center;margin-top:1.2rem}} \ No newline at end of file diff --git a/appliances/vllm-engine/client/static/css/style.css b/appliances/vllm-engine/client/static/css/style.css new file mode 100644 index 00000000..6f831a87 --- /dev/null +++ b/appliances/vllm-engine/client/static/css/style.css @@ -0,0 +1,225 @@ +/* Body Setup */ +body { + display: flex; + justify-content: center; + align-items: center; + height: 100vh; + background-color: #f5f5f5; +} + +/* Chat Container */ +.chat-container { + width: 750px; + max-width: 90%; + background: white; + border-radius: 10px; + box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); + display: flex; + flex-direction: column; + overflow: hidden; +} + +/* Header */ +.header { + display: flex; + align-items: center; + justify-content: space-between; + padding: 10px 20px; + background-color: #eeeeee; +} + +.header img { + height: 40px; +} + +.header h1 { + font-size: 1.5rem; + color: rgb(0, 112, 153); + margin: 0; +} + +/* Chat History (Main Content) */ +.chat-history { + padding: 20px; + height: 750px; /* Increased height for the main chat area */ + width: 100%; /* Make sure it takes the full container width */ + overflow-y: auto; + margin-bottom: 10px; + display: flex; + flex-direction: column; + scrollbar-width: thin; + scrollbar-color: rgb(0, 112, 153) transparent; +} + +.message { + padding: 15px 20px; + margin-bottom: 5px; /* Space for timestamp outside the bubble */ + border-radius: 20px; + word-wrap: break-word; + position: relative; + max-width: 100%; + display: flex; + flex-direction: column; + align-items: flex-start; /* Ensures that text starts on the left */ + margin-bottom: 15px; +} + +/* User Message */ +.user-message { + background-color: rgb(191 230 242); + color: black; + align-self: flex-start; +} + +/* User Message Arrow */ +.user-message::after { + content: ''; + position: absolute; + bottom: 0; + left: -15px; + border-width: 15px; + border-style: solid; + border-color: rgb(191 230 242) transparent transparent transparent; +} + +/* Bot Message */ +.bot-message { + background-color: #eeeeee; + color: black; + align-self: flex-end; +} + +/* Bot Message Arrow */ +.bot-message::after { + content: ''; + position: absolute; + bottom: 0; + right: -15px; + border-width: 15px; + border-style: solid; + border-color: #eeeeee transparent transparent transparent; +} + +/* Adjust the timestamp to be outside the bubble */ +.timestamp { + font-size: 0.8rem; + color: rgb(115 111 111); + margin-top: 5px; /* Space between message and timestamp */ + font-style: italic; + align-self: flex-start; /* Left aligned for user messages */ +} + +.bot-message .timestamp { + align-self: flex-end; /* Right aligned for bot messages */ +} + +/* Input Section */ +.input-container { + display: flex; + align-items: center; + padding: 10px; + width: 100%; /* Ensure input area takes full width */ + border-top: 1px solid #ddd; /* Line separating the input area */ +} + +/* Input Field */ +.input-field { + flex: 1; + margin: 0; +} + +.input-field:focus { + border-bottom: 1px solid rgb(0, 112, 153) !important; + box-shadow: 0 1px 0 0 rgb(0, 112, 153) !important; +} + +/* Send Button */ +.send-btn { + margin-left: 10px; + background-color: white; + border: none; + color: rgb(0, 112, 153); + padding: 15px; /* Increase padding to make the button larger */ + border-radius: 50%; + display: flex; + justify-content: center; + align-items: center; + box-shadow: none; + cursor: pointer; + width: 50px; /* Set a fixed width */ + height: 50px; /* Set a fixed height */ +} + +.send-btn i { + font-size: 28px; /* Increase the icon size */ +} + +.send-btn:hover { + background-color: transparent; + box-shadow: none; +} + +.send-btn:active { + background-color: transparent; + box-shadow: none; +} + +.waiting-message { + color: #999; + font-style: italic; + display: flex; /* Ensures children are displayed inline */ + justify-content: flex-end; /* Aligns to the right */ + align-items: center; /* Vertically centers the text and the loading circle */ + padding: 10px 15px; + border-radius: 15px; + margin-bottom: 10px; + max-width: 75%; + align-self: flex-end; /* Aligns to the right of the chat */ + background-color: transparent; /* No background color */ + white-space: nowrap; /* Prevents wrapping of the text and loading circle */ + flex-direction: row; +} + +.waiting-message .loading-circle { + width: 12px; + height: 12px; + border: 3px solid #999; + border-top-color: transparent; + border-radius: 50%; + animation: spin 1s linear infinite; + margin-left: 10px; /* Adds space between the text and loading circle */ +} + + +/* Hide timestamp for waiting message */ +.waiting-message .timestamp { + display: none; +} + +/* Spinner Animation */ +@keyframes spin { + 0% { + transform: rotate(0deg); + } + 100% { + transform: rotate(360deg); + } +} + +/* Scrollbar Customization */ +.chat-history::-webkit-scrollbar { + width: 10px; +} + +.chat-history::-webkit-scrollbar-track { + background: transparent; +} + +.chat-history::-webkit-scrollbar-thumb { + background-color: rgb(0, 112, 153); + border-radius: 10px; +} + +.chat-history::-webkit-scrollbar-thumb:hover { + background-color: rgb(0, 112, 153); +} diff --git a/appliances/vllm-engine/client/static/fonts/flUhRq6tzZclQEJ-Vdg-IuiaDsNc.woff2 b/appliances/vllm-engine/client/static/fonts/flUhRq6tzZclQEJ-Vdg-IuiaDsNc.woff2 new file mode 100644 index 0000000000000000000000000000000000000000..5492a6e75937db19f9ba860cd2575744887fa26b GIT binary patch literal 128352 zcmV)EK)}CuPew8T0RR910rg-24*&oF1%B`V0rdp{0RR9100000000000000000000 z0000Q92*QAgWp63U;yh52m}!b3XsDrjK*{e#aI9VHUcCAqHqKt1%i49AY0vBlugt^ z-0b%Jye$%_R#YJBCL+M9QDf(;QTmXjw1U7cB5cD 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{0,3}(?:[*+-]|1[.)]) ").replace("html",")|<(?:script|pre|style|textarea|!--)").replace("tag",d).getRegex()},$={...w,html:r("^ *(?:comment *(?:\\n|\\s*$)|<(tag)[\\s\\S]+? *(?:\\n{2,}|\\s*$)|\\s]*)*?/?> *(?:\\n{2,}|\\s*$))").replace("comment",f).replace(/tag/g,"(?!(?:a|em|strong|small|s|cite|q|dfn|abbr|data|time|code|var|samp|kbd|sub|sup|i|b|u|mark|ruby|rt|rp|bdi|bdo|span|br|wbr|ins|del|img)\\b)\\w+(?!:|[^\\w\\s@]*@)\\b").getRegex(),def:/^ *\[([^\]]+)\]: *]+)>?(?: +(["(][^\n]+[")]))? *(?:\n+|$)/,heading:/^(#{1,6})(.*)(?:\n+|$)/,fences:s,lheading:/^(.+?)\n {0,3}(=+|-+) *(?:\n+|$)/,paragraph:r(p).replace("hr",l).replace("heading"," *#{1,6} *[^\n]").replace("lheading",c).replace("|table","").replace("blockquote"," {0,3}>").replace("|fences","").replace("|list","").replace("|html","").replace("|tag","").getRegex()},R=/^( {2,}|\\)\n(?!\s*$)/,S=/[\p{P}\p{S}]/u,T=/[\s\p{P}\p{S}]/u,z=/[^\s\p{P}\p{S}]/u,A=r(/^((?![*_])punctSpace)/,"u").replace(/punctSpace/g,T).getRegex(),_=/(?!~)[\p{P}\p{S}]/u,P=/^(?:\*+(?:((?!\*)punct)|[^\s*]))|^_+(?:((?!_)punct)|([^\s_]))/,I=r(P,"u").replace(/punct/g,S).getRegex(),L=r(P,"u").replace(/punct/g,_).getRegex(),B="^[^_*]*?__[^_*]*?\\*[^_*]*?(?=__)|[^*]+(?=[^*])|(?!\\*)punct(\\*+)(?=[\\s]|$)|notPunctSpace(\\*+)(?!\\*)(?=punctSpace|$)|(?!\\*)punctSpace(\\*+)(?=notPunctSpace)|[\\s](\\*+)(?!\\*)(?=punct)|(?!\\*)punct(\\*+)(?!\\*)(?=punct)|notPunctSpace(\\*+)(?=notPunctSpace)",C=r(B,"gu").replace(/notPunctSpace/g,z).replace(/punctSpace/g,T).replace(/punct/g,S).getRegex(),q=r(B,"gu").replace(/notPunctSpace/g,/(?:[^\s\p{P}\p{S}]|~)/u).replace(/punctSpace/g,/(?!~)[\s\p{P}\p{S}]/u).replace(/punct/g,_).getRegex(),E=r("^[^_*]*?\\*\\*[^_*]*?_[^_*]*?(?=\\*\\*)|[^_]+(?=[^_])|(?!_)punct(_+)(?=[\\s]|$)|notPunctSpace(_+)(?!_)(?=punctSpace|$)|(?!_)punctSpace(_+)(?=notPunctSpace)|[\\s](_+)(?!_)(?=punct)|(?!_)punct(_+)(?!_)(?=punct)","gu").replace(/notPunctSpace/g,z).replace(/punctSpace/g,T).replace(/punct/g,S).getRegex(),Z=r(/\\(punct)/,"gu").replace(/punct/g,S).getRegex(),v=r(/^<(scheme:[^\s\x00-\x1f<>]*|email)>/).replace("scheme",/[a-zA-Z][a-zA-Z0-9+.-]{1,31}/).replace("email",/[a-zA-Z0-9.!#$%&'*+/=?^_`{|}~-]+(@)[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?(?:\.[a-zA-Z0-9](?:[a-zA-Z0-9-]{0,61}[a-zA-Z0-9])?)+(?![-_])/).getRegex(),D=r(f).replace("(?:--\x3e|$)","--\x3e").getRegex(),M=r("^comment|^|^<[a-zA-Z][\\w-]*(?:attribute)*?\\s*/?>|^<\\?[\\s\\S]*?\\?>|^|^").replace("comment",D).replace("attribute",/\s+[a-zA-Z:_][\w.:-]*(?:\s*=\s*"[^"]*"|\s*=\s*'[^']*'|\s*=\s*[^\s"'=<>`]+)?/).getRegex(),O=/(?:\[(?:\\.|[^\[\]\\])*\]|\\.|`[^`]*`|[^\[\]\\`])*?/,Q=r(/^!?\[(label)\]\(\s*(href)(?:\s+(title))?\s*\)/).replace("label",O).replace("href",/<(?:\\.|[^\n<>\\])+>|[^\s\x00-\x1f]*/).replace("title",/"(?:\\"?|[^"\\])*"|'(?:\\'?|[^'\\])*'|\((?:\\\)?|[^)\\])*\)/).getRegex(),j=r(/^!?\[(label)\]\[(ref)\]/).replace("label",O).replace("ref",u).getRegex(),N=r(/^!?\[(ref)\](?:\[\])?/).replace("ref",u).getRegex(),G={_backpedal:s,anyPunctuation:Z,autolink:v,blockSkip:/\[[^[\]]*?\]\((?:\\.|[^\\\(\)]|\((?:\\.|[^\\\(\)])*\))*\)|`[^`]*?`|<[^<>]*?>/g,br:R,code:/^(`+)([^`]|[^`][\s\S]*?[^`])\1(?!`)/,del:s,emStrongLDelim:I,emStrongRDelimAst:C,emStrongRDelimUnd:E,escape:/^\\([!"#$%&'()*+,\-./:;<=>?@\[\]\\^_`{|}~])/,link:Q,nolink:N,punctuation:A,reflink:j,reflinkSearch:r("reflink|nolink(?!\\()","g").replace("reflink",j).replace("nolink",N).getRegex(),tag:M,text:/^(`+|[^`])(?:(?= {2,}\n)|[\s\S]*?(?:(?=[\\":">",'"':""","'":"'"},V=e=>K[e];function W(e,t){if(t){if(i.escapeTest.test(e))return e.replace(i.escapeReplace,V)}else if(i.escapeTestNoEncode.test(e))return e.replace(i.escapeReplaceNoEncode,V);return e}function Y(e){try{e=encodeURI(e).replace(i.percentDecode,"%")}catch{return null}return e}function ee(e,t){const n=e.replace(i.findPipe,((e,t,n)=>{let s=!1,r=t;for(;--r>=0&&"\\"===n[r];)s=!s;return s?"|":" |"})).split(i.splitPipe);let s=0;if(n[0].trim()||n.shift(),n.length>0&&!n.at(-1)?.trim()&&n.pop(),t)if(n.length>t)n.splice(t);else for(;n.length0)return{type:"space",raw:t[0]}}code(e){const t=this.rules.block.code.exec(e);if(t){const e=t[0].replace(this.rules.other.codeRemoveIndent,"");return{type:"code",raw:t[0],codeBlockStyle:"indented",text:this.options.pedantic?e:te(e,"\n")}}}fences(e){const t=this.rules.block.fences.exec(e);if(t){const e=t[0],n=function(e,t,n){const s=e.match(n.other.indentCodeCompensation);if(null===s)return t;const r=s[1];return t.split("\n").map((e=>{const t=e.match(n.other.beginningSpace);if(null===t)return e;const[s]=t;return s.length>=r.length?e.slice(r.length):e})).join("\n")}(e,t[3]||"",this.rules);return{type:"code",raw:e,lang:t[2]?t[2].trim().replace(this.rules.inline.anyPunctuation,"$1"):t[2],text:n}}}heading(e){const t=this.rules.block.heading.exec(e);if(t){let e=t[2].trim();if(this.rules.other.endingHash.test(e)){const t=te(e,"#");this.options.pedantic?e=t.trim():t&&!this.rules.other.endingSpaceChar.test(t)||(e=t.trim())}return{type:"heading",raw:t[0],depth:t[1].length,text:e,tokens:this.lexer.inline(e)}}}hr(e){const t=this.rules.block.hr.exec(e);if(t)return{type:"hr",raw:te(t[0],"\n")}}blockquote(e){const t=this.rules.block.blockquote.exec(e);if(t){let e=te(t[0],"\n").split("\n"),n="",s="";const r=[];for(;e.length>0;){let t=!1;const i=[];let l;for(l=0;l1,r={type:"list",raw:"",ordered:s,start:s?+n.slice(0,-1):"",loose:!1,items:[]};n=s?`\\d{1,9}\\${n.slice(-1)}`:`\\${n}`,this.options.pedantic&&(n=s?n:"[*+-]");const i=this.rules.other.listItemRegex(n);let l=!1;for(;e;){let n=!1,s="",o="";if(!(t=i.exec(e)))break;if(this.rules.block.hr.test(e))break;s=t[0],e=e.substring(s.length);let a=t[2].split("\n",1)[0].replace(this.rules.other.listReplaceTabs,(e=>" ".repeat(3*e.length))),c=e.split("\n",1)[0],h=!a.trim(),p=0;if(this.options.pedantic?(p=2,o=a.trimStart()):h?p=t[1].length+1:(p=t[2].search(this.rules.other.nonSpaceChar),p=p>4?1:p,o=a.slice(p),p+=t[1].length),h&&this.rules.other.blankLine.test(c)&&(s+=c+"\n",e=e.substring(c.length+1),n=!0),!n){const t=this.rules.other.nextBulletRegex(p),n=this.rules.other.hrRegex(p),r=this.rules.other.fencesBeginRegex(p),i=this.rules.other.headingBeginRegex(p),l=this.rules.other.htmlBeginRegex(p);for(;e;){const u=e.split("\n",1)[0];let g;if(c=u,this.options.pedantic?(c=c.replace(this.rules.other.listReplaceNesting," "),g=c):g=c.replace(this.rules.other.tabCharGlobal," "),r.test(c))break;if(i.test(c))break;if(l.test(c))break;if(t.test(c))break;if(n.test(c))break;if(g.search(this.rules.other.nonSpaceChar)>=p||!c.trim())o+="\n"+g.slice(p);else{if(h)break;if(a.replace(this.rules.other.tabCharGlobal," ").search(this.rules.other.nonSpaceChar)>=4)break;if(r.test(a))break;if(i.test(a))break;if(n.test(a))break;o+="\n"+c}h||c.trim()||(h=!0),s+=u+"\n",e=e.substring(u.length+1),a=g.slice(p)}}r.loose||(l?r.loose=!0:this.rules.other.doubleBlankLine.test(s)&&(l=!0));let u,g=null;this.options.gfm&&(g=this.rules.other.listIsTask.exec(o),g&&(u="[ ] "!==g[0],o=o.replace(this.rules.other.listReplaceTask,""))),r.items.push({type:"list_item",raw:s,task:!!g,checked:u,loose:!1,text:o,tokens:[]}),r.raw+=s}const o=r.items.at(-1);if(!o)return;o.raw=o.raw.trimEnd(),o.text=o.text.trimEnd(),r.raw=r.raw.trimEnd();for(let e=0;e"space"===e.type)),n=t.length>0&&t.some((e=>this.rules.other.anyLine.test(e.raw)));r.loose=n}if(r.loose)for(let e=0;e({text:e,tokens:this.lexer.inline(e),header:!1,align:i.align[t]}))));return i}}lheading(e){const t=this.rules.block.lheading.exec(e);if(t)return{type:"heading",raw:t[0],depth:"="===t[2].charAt(0)?1:2,text:t[1],tokens:this.lexer.inline(t[1])}}paragraph(e){const t=this.rules.block.paragraph.exec(e);if(t){const e="\n"===t[1].charAt(t[1].length-1)?t[1].slice(0,-1):t[1];return{type:"paragraph",raw:t[0],text:e,tokens:this.lexer.inline(e)}}}text(e){const t=this.rules.block.text.exec(e);if(t)return{type:"text",raw:t[0],text:t[0],tokens:this.lexer.inline(t[0])}}escape(e){const t=this.rules.inline.escape.exec(e);if(t)return{type:"escape",raw:t[0],text:t[1]}}tag(e){const t=this.rules.inline.tag.exec(e);if(t)return!this.lexer.state.inLink&&this.rules.other.startATag.test(t[0])?this.lexer.state.inLink=!0:this.lexer.state.inLink&&this.rules.other.endATag.test(t[0])&&(this.lexer.state.inLink=!1),!this.lexer.state.inRawBlock&&this.rules.other.startPreScriptTag.test(t[0])?this.lexer.state.inRawBlock=!0:this.lexer.state.inRawBlock&&this.rules.other.endPreScriptTag.test(t[0])&&(this.lexer.state.inRawBlock=!1),{type:"html",raw:t[0],inLink:this.lexer.state.inLink,inRawBlock:this.lexer.state.inRawBlock,block:!1,text:t[0]}}link(e){const t=this.rules.inline.link.exec(e);if(t){const e=t[2].trim();if(!this.options.pedantic&&this.rules.other.startAngleBracket.test(e)){if(!this.rules.other.endAngleBracket.test(e))return;const t=te(e.slice(0,-1),"\\");if((e.length-t.length)%2==0)return}else{const e=function(e,t){if(-1===e.indexOf(t[1]))return-1;let n=0;for(let s=0;s-1){const n=(0===t[0].indexOf("!")?5:4)+t[1].length+e;t[2]=t[2].substring(0,e),t[0]=t[0].substring(0,n).trim(),t[3]=""}}let n=t[2],s="";if(this.options.pedantic){const e=this.rules.other.pedanticHrefTitle.exec(n);e&&(n=e[1],s=e[3])}else s=t[3]?t[3].slice(1,-1):"";return n=n.trim(),this.rules.other.startAngleBracket.test(n)&&(n=this.options.pedantic&&!this.rules.other.endAngleBracket.test(e)?n.slice(1):n.slice(1,-1)),ne(t,{href:n?n.replace(this.rules.inline.anyPunctuation,"$1"):n,title:s?s.replace(this.rules.inline.anyPunctuation,"$1"):s},t[0],this.lexer,this.rules)}}reflink(e,t){let n;if((n=this.rules.inline.reflink.exec(e))||(n=this.rules.inline.nolink.exec(e))){const e=t[(n[2]||n[1]).replace(this.rules.other.multipleSpaceGlobal," ").toLowerCase()];if(!e){const e=n[0].charAt(0);return{type:"text",raw:e,text:e}}return ne(n,e,n[0],this.lexer,this.rules)}}emStrong(e,t,n=""){let s=this.rules.inline.emStrongLDelim.exec(e);if(!s)return;if(s[3]&&n.match(this.rules.other.unicodeAlphaNumeric))return;if(!(s[1]||s[2]||"")||!n||this.rules.inline.punctuation.exec(n)){const n=[...s[0]].length-1;let r,i,l=n,o=0;const a="*"===s[0][0]?this.rules.inline.emStrongRDelimAst:this.rules.inline.emStrongRDelimUnd;for(a.lastIndex=0,t=t.slice(-1*e.length+n);null!=(s=a.exec(t));){if(r=s[1]||s[2]||s[3]||s[4]||s[5]||s[6],!r)continue;if(i=[...r].length,s[3]||s[4]){l+=i;continue}if((s[5]||s[6])&&n%3&&!((n+i)%3)){o+=i;continue}if(l-=i,l>0)continue;i=Math.min(i,i+l+o);const t=[...s[0]][0].length,a=e.slice(0,n+s.index+t+i);if(Math.min(n,i)%2){const e=a.slice(1,-1);return{type:"em",raw:a,text:e,tokens:this.lexer.inlineTokens(e)}}const c=a.slice(2,-2);return{type:"strong",raw:a,text:c,tokens:this.lexer.inlineTokens(c)}}}}codespan(e){const t=this.rules.inline.code.exec(e);if(t){let e=t[2].replace(this.rules.other.newLineCharGlobal," ");const n=this.rules.other.nonSpaceChar.test(e),s=this.rules.other.startingSpaceChar.test(e)&&this.rules.other.endingSpaceChar.test(e);return n&&s&&(e=e.substring(1,e.length-1)),{type:"codespan",raw:t[0],text:e}}}br(e){const t=this.rules.inline.br.exec(e);if(t)return{type:"br",raw:t[0]}}del(e){const t=this.rules.inline.del.exec(e);if(t)return{type:"del",raw:t[0],text:t[2],tokens:this.lexer.inlineTokens(t[2])}}autolink(e){const t=this.rules.inline.autolink.exec(e);if(t){let e,n;return"@"===t[2]?(e=t[1],n="mailto:"+e):(e=t[1],n=e),{type:"link",raw:t[0],text:e,href:n,tokens:[{type:"text",raw:e,text:e}]}}}url(e){let t;if(t=this.rules.inline.url.exec(e)){let e,n;if("@"===t[2])e=t[0],n="mailto:"+e;else{let s;do{s=t[0],t[0]=this.rules.inline._backpedal.exec(t[0])?.[0]??""}while(s!==t[0]);e=t[0],n="www."===t[1]?"http://"+t[0]:t[0]}return{type:"link",raw:t[0],text:e,href:n,tokens:[{type:"text",raw:e,text:e}]}}}inlineText(e){const t=this.rules.inline.text.exec(e);if(t){const e=this.lexer.state.inRawBlock;return{type:"text",raw:t[0],text:t[0],escaped:e}}}}class re{tokens;options;state;tokenizer;inlineQueue;constructor(t){this.tokens=[],this.tokens.links=Object.create(null),this.options=t||e.defaults,this.options.tokenizer=this.options.tokenizer||new se,this.tokenizer=this.options.tokenizer,this.tokenizer.options=this.options,this.tokenizer.lexer=this,this.inlineQueue=[],this.state={inLink:!1,inRawBlock:!1,top:!0};const n={other:i,block:U.normal,inline:J.normal};this.options.pedantic?(n.block=U.pedantic,n.inline=J.pedantic):this.options.gfm&&(n.block=U.gfm,this.options.breaks?n.inline=J.breaks:n.inline=J.gfm),this.tokenizer.rules=n}static get rules(){return{block:U,inline:J}}static lex(e,t){return new re(t).lex(e)}static lexInline(e,t){return new re(t).inlineTokens(e)}lex(e){e=e.replace(i.carriageReturn,"\n"),this.blockTokens(e,this.tokens);for(let e=0;e!!(s=n.call({lexer:this},e,t))&&(e=e.substring(s.raw.length),t.push(s),!0))))continue;if(s=this.tokenizer.space(e)){e=e.substring(s.raw.length);const n=t.at(-1);1===s.raw.length&&void 0!==n?n.raw+="\n":t.push(s);continue}if(s=this.tokenizer.code(e)){e=e.substring(s.raw.length);const n=t.at(-1);"paragraph"===n?.type||"text"===n?.type?(n.raw+="\n"+s.raw,n.text+="\n"+s.text,this.inlineQueue.at(-1).src=n.text):t.push(s);continue}if(s=this.tokenizer.fences(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.heading(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.hr(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.blockquote(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.list(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.html(e)){e=e.substring(s.raw.length),t.push(s);continue}if(s=this.tokenizer.def(e)){e=e.substring(s.raw.length);const 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    +
    + Logo +

    Vllm Appliance

    +
    +
    + +
    +
    + + +
    +
    + + + + + + + + + diff --git a/appliances/vllm-engine/client/web_client_openai.py b/appliances/vllm-engine/client/web_client_openai.py new file mode 100644 index 00000000..69c3b737 --- /dev/null +++ b/appliances/vllm-engine/client/web_client_openai.py @@ -0,0 +1,40 @@ +import yaml +from flask import Flask, request, jsonify, render_template +from openai import OpenAI + +# Load configuration +with open("config.yaml", "r") as config_file: + config = yaml.safe_load(config_file) + +app = Flask(__name__) + +client = OpenAI(base_url=config["base_url"], api_key=config["api_key"]) +model = config["model"] +prompt = config["prompt"] + +@app.route("/") +def index(): + return render_template("index.html") + +@app.route("/chat", methods=["POST"]) +def chat(): + global client + global model + + user_input = request.json.get("message", "") + + response = client.chat.completions.create( + model=model, + messages=[ + {"role": "system", "content": prompt}, + {"role": "user", "content": user_input}], + max_tokens=512, + temperature=0.1 + ) + + message = response.choices[0].message.content + + return jsonify({"response": message}) + +if __name__ == "__main__": + app.run(host="0.0.0.0", port=5000, debug=True, use_reloader=False) diff --git a/appliances/vllm-engine/config.rb b/appliances/vllm-engine/config.rb new file mode 100644 index 00000000..63426b32 --- /dev/null +++ b/appliances/vllm-engine/config.rb @@ -0,0 +1,90 @@ +# frozen_string_literal: true + +begin + require '/etc/one-appliance/lib/helpers' +rescue LoadError + require_relative '../lib/helpers' +end + +require 'yaml' +require 'fileutils' + +BASE_PATH = '/etc/one-appliance/service.d/vllm-engine' +VLLM_LOG_FILE = '/var/log/one-appliance/vllm.log' +WEB_PATH = '/etc/one-appliance/service.d/vllm-engine/client' +PYTHON_VENV_CPU_PATH = '/root/vllm_cpu_env' +PYTHON_VENV_GPU_PATH = '/root/vllm_gpu_env' +PYTHON_VENV_WEB_PATH = '/root/vllm_web_env' + +VLLM_API_ROUTE='/v1' + +DEFAULT_GPU_MEMORY_UTILIZATION = "0.9" + +# These variables are not exposed to the user and only used during install +ONEAPP_VLLM_RELEASE_VERSION = env :ONEAPP_VLLM_RELEASE_VERSION, '0.10.2' +ONEAPP_VLLM_CUDA_VERSION = env :ONEAPP_VLLM_CUDA_VERSION, '129' +INSTALL_DRIVERS = env :INSTALL_DRIVERS, 'true' + +# ------------------------------------------------------------------------------ +# Configuration parameters for API +# ------------------------------------------------------------------------------ +# ONEAPP_VLLM_API_PORT port number the API will listen for incoming requests +# +# ONEAPP_VLLM_API_WEB deploy web application to interact with the model +# +# ------------------------------------------------------------------------------ +ONEAPP_VLLM_API_PORT = env :ONEAPP_VLLM_API_PORT, '8000' +ONEAPP_VLLM_API_WEB = env :ONEAPP_VLLM_API_WEB, 'YES' + +# ------------------------------------------------------------------------------ +# Model Parameters +# ------------------------------------------------------------------------------ +# ONEAPP_VLLM_MODEL_QUANTIZATION 0,4 Use quantization for the LLM weights. +# (0 = No quantization) +# +# ONEAPP_VLLM_MODEL_MAX_LENGTH Model context length for prompt and output. +# Defaults to "1024". +# +# ONEAPP_VLLM_ENFORCE_EAGER Whether to always use eager-mode +# PyTorch in vllm. +# +# ONEAPP_VLLM_SLEEP_MODE Whether to enable sleep mode when GPU is used. +# +# ONEAPP_VLLM_GPU_MEMORY_UTILIZATION Float (0.0, 1.0] Fraction of GPU memory to use. +# Defaults to "0.9". +# +# Note: vllm-engine REQUIRES a model disk to be attached. The appliance will: +# - Auto-detect the first non-OS disk (block device or virtiofs) +# - Determine the disk format (qcow2/block vs dir/virtiofs) +# - Mount to /mnt/{disk_device} or /mnt/{virtiofs_tag} +# - Use the mounted path as the model source +# - If no model disk is found, the appliance will fail to start +# ------------------------------------------------------------------------------ +ONEAPP_VLLM_MODEL_QUANTIZATION = env :ONEAPP_VLLM_MODEL_QUANTIZATION, 0 +ONEAPP_VLLM_MODEL_MAX_LENGTH = env :ONEAPP_VLLM_MODEL_MAX_LENGTH, 1024 +ONEAPP_VLLM_ENFORCE_EAGER = env :ONEAPP_VLLM_ENFORCE_EAGER, 'NO' +ONEAPP_VLLM_SLEEP_MODE = env :ONEAPP_VLLM_SLEEP_MODE, 'NO' +ONEAPP_VLLM_GPU_MEMORY_UTILIZATION = env :ONEAPP_VLLM_GPU_MEMORY_UTILIZATION, DEFAULT_GPU_MEMORY_UTILIZATION + +def gen_web_config(model_path) + # model_path is mandatory for vllm-engine (no HuggingFace fallback) + unless model_path && File.directory?(model_path) && !Dir.empty?(model_path) + raise "Model path is required but not provided or invalid: #{model_path}" + end + + config = <<~CONFIG + base_url: "http://localhost:#{ONEAPP_VLLM_API_PORT}#{VLLM_API_ROUTE}" + model: "#{model_path}" + api_key: "your-api-key-here" + prompt: "You are a helpful assistant, answer the questions." + CONFIG + + write_file(File.join(WEB_PATH, 'config.yaml'), config) +end + + +def write_file(path, data, perm = 0o644) + File.open(path, 'w', perm) do |file| + file.write(data) + end +end diff --git a/appliances/vllm-engine/main.rb b/appliances/vllm-engine/main.rb new file mode 100644 index 00000000..7569c06f --- /dev/null +++ b/appliances/vllm-engine/main.rb @@ -0,0 +1,631 @@ +# frozen_string_literal: true + +begin + require '/etc/one-appliance/lib/helpers' +rescue LoadError + require_relative '../lib/helpers' +end + +require_relative 'config' + +require 'socket' +require 'open3' +require 'rbconfig' + +# Base module for OpenNebula services +module Service + + # VllmEngine service implementation (disk-mounted models only) + module VllmEngine + + extend self + + DEPENDS_ON = [] + + def install + msg :info, 'VllmEngine::install' + install_dependencies + msg :info, 'Installation completed successfully' + end + + def configure + msg :info, 'VllmEngine::configure' + + run_vllm + + if ONEAPP_VLLM_API_WEB + run_api_web + end + + msg :info, 'Configuration completed successfully' + end + + def bootstrap + msg :info, 'VllmEngine::bootstrap' + begin + wait_service_available + + msg :info, 'Updating VM with inference endpoint' + + ip = env('ETH0_IP', '0.0.0.0') + url = "http://#{ip}:#{ONEAPP_VLLM_API_PORT}#{VLLM_API_ROUTE}" + + bash "onegate vm update --data \"ONEAPP_VLLM_CHATBOT_API=#{url}\"" + + if ONEAPP_VLLM_API_WEB + url = "http://#{ip}:5000" + bash "onegate vm update --data \"ONEAPP_VLLM_CHATBOT_WEB=#{url}\"" + end + + msg :info, 'Bootstrap completed successfully' + rescue StandardError => e + msg :error, "Error during bootstrap: #{e.message}" + end + end + + end + + def install_dependencies + + install_common_dependencies + + install_gpu_dependencies + + if RbConfig::CONFIG['host_cpu'] =~ /arm64|aarch64/ + install_cpu_aarch64_dependencies + build_llvm_cpu_aarch64 + install_llvm_gpu_aarch64 + else + install_cpu_dependencies + build_llvm_cpu + install_llvm_gpu + end + + install_web_dependencies + # Removed: install_llm_benchmark_tool (not needed for disk-only appliance) + + # Cleanup build artifacts to reduce image size + cleanup_build_artifacts + end + + def install_common_dependencies + puts bash <<~SCRIPT + export DEBIAN_FRONTEND=noninteractive + apt-get update -y + apt-get install -y python3 python3-pip curl + + curl -LsSf https://astral.sh/uv/install.sh | sh + SCRIPT + end + + def install_cpu_aarch64_dependencies + #dependencies for building vllm in aarch64: https://docs.vllm.ai/en/stable/getting_started/installation/cpu.html#arm-aarch64 + puts bash <<~SCRIPT + export DEBIAN_FRONTEND=noninteractive + sudo apt-get update -y + sudo apt-get install -y --no-install-recommends ccache git curl wget ca-certificates gcc-12 g++-12 libtcmalloc-minimal4 libnuma-dev ffmpeg libsm6 libxext6 libgl1 jq lsof + sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-12 10 --slave /usr/bin/g++ g++ /usr/bin/g++-12 + SCRIPT + end + + def build_llvm_cpu_aarch64 + puts bash <<~SCRIPT + cd /root + uv venv #{PYTHON_VENV_CPU_PATH} --python 3.12 --seed + + source #{PYTHON_VENV_CPU_PATH}/bin/activate + + git clone --branch v#{ONEAPP_VLLM_RELEASE_VERSION} https://github.com/vllm-project/vllm.git vllm_source + cd vllm_source + + uv pip install -r requirements/cpu-build.txt --torch-backend cpu --index-strategy unsafe-best-match + uv pip install -r requirements/cpu.txt --torch-backend cpu + + VLLM_TARGET_DEVICE=cpu python setup.py install + SCRIPT + end + + def install_cpu_dependencies + #dependencies for building vllm in x86_64: https://docs.vllm.ai/en/stable/getting_started/installation/cpu.html#intelamd-x86 + puts bash <<~SCRIPT + export DEBIAN_FRONTEND=noninteractive + apt-get update + apt-get install -y gcc g++ libnuma-dev + SCRIPT + end + + def build_llvm_cpu + puts bash <<~SCRIPT + cd /root + uv venv #{PYTHON_VENV_CPU_PATH} --python 3.12 --seed + + source #{PYTHON_VENV_CPU_PATH}/bin/activate + + git clone --branch v#{ONEAPP_VLLM_RELEASE_VERSION} https://github.com/vllm-project/vllm.git vllm_source + cd vllm_source + + uv pip install -r requirements/cpu-build.txt --torch-backend cpu --index-strategy unsafe-best-match + uv pip install -r requirements/cpu.txt --torch-backend cpu --index-strategy unsafe-best-match + + VLLM_TARGET_DEVICE=cpu uv pip install . --no-build-isolation + SCRIPT + end + + def install_gpu_dependencies + # return if drivers were already provided in the base image + return if INSTALL_DRIVERS != 'true' + + # Installing 570 branch drivers as they are available with CUDA 12.8 + # which are necessary for running on NVIDIA Blackwell GPUs + # https://docs.vllm.ai/en/latest/getting_started/installation/gpu.html#pre-built-wheels + puts bash <<~SCRIPT + export DEBIAN_FRONTEND=noninteractive + apt-get update + apt install nvidia-driver-570-server nvidia-utils-570-server -y + SCRIPT + end + + def install_llvm_gpu + puts bash <<~SCRIPT + cd /root + uv venv #{PYTHON_VENV_GPU_PATH} --python 3.12 --seed + + source #{PYTHON_VENV_GPU_PATH}/bin/activate + + export VLLM_VERSION=#{ONEAPP_VLLM_RELEASE_VERSION} + export CUDA_VERSION=#{ONEAPP_VLLM_CUDA_VERSION} + uv pip install https://github.com/vllm-project/vllm/releases/download/v${VLLM_VERSION}/vllm-${VLLM_VERSION}+cu${CUDA_VERSION}-cp38-abi3-manylinux1_x86_64.whl \ + --extra-index-url https://download.pytorch.org/whl/cu${CUDA_VERSION} \ + --index-strategy unsafe-best-match + SCRIPT + end + + def install_llvm_gpu_aarch64 + puts bash <<~SCRIPT + cd /root + uv venv #{PYTHON_VENV_GPU_PATH} --python 3.12 --seed + + source #{PYTHON_VENV_GPU_PATH}/bin/activate + + export VLLM_VERSION=#{ONEAPP_VLLM_RELEASE_VERSION} + export CUDA_VERSION=#{ONEAPP_VLLM_CUDA_VERSION} + uv pip install https://github.com/vllm-project/vllm/releases/download/v${VLLM_VERSION}/vllm-${VLLM_VERSION}+cu${CUDA_VERSION}-cp38-abi3-manylinux2014_aarch64.whl \ + --extra-index-url https://download.pytorch.org/whl/cu${CUDA_VERSION} \ + --index-strategy unsafe-best-match + SCRIPT + end + + + def install_web_dependencies + puts bash <<~SCRIPT + cd /root + uv venv #{PYTHON_VENV_WEB_PATH} --python 3.12 --seed + + source #{PYTHON_VENV_WEB_PATH}/bin/activate + pip install flask pyyaml openai + SCRIPT + end + + def cleanup_build_artifacts + puts bash <<~SCRIPT + # Remove vLLM source code + rm -rf /root/vllm_source + + # Clean pip/uv caches + rm -rf /root/.cache/pip + rm -rf /root/.cache/uv + + # Clean apt cache + apt-get clean + rm -rf /var/lib/apt/lists/* + + # Remove Python bytecode caches + find /root -type d -name '__pycache__' -exec rm -rf {} + 2>/dev/null || true + find /root -type f -name '*.pyc' -delete 2>/dev/null || true + + # Remove documentation + rm -rf /usr/share/doc/* + rm -rf /usr/share/man/* + + # Remove locale files (keep only en_US) + find /usr/share/locale -mindepth 1 -maxdepth 1 ! -name 'en_US' -exec rm -rf {} + 2>/dev/null || true + + # Clean logs + rm -rf /var/log/*.log + rm -rf /var/log/*.gz + + # Remove temporary files + rm -rf /tmp/* + rm -rf /var/tmp/* + + # Remove build dependencies that are not needed at runtime (if not already removed) + # Keep only runtime dependencies + SCRIPT + end + + + def source_python_venv_str + gpus = Service.gpu_count + if gpus > 0 + msg :info, "GPU(s) detected: #{gpus}, using GPU Python environment" + return "source #{PYTHON_VENV_GPU_PATH}/bin/activate" + else + msg :info, "No GPU detected, using CPU Python environment" + return "source #{PYTHON_VENV_CPU_PATH}/bin/activate" + end + end + + def run_vllm + msg :info, "Serving vLLM application..." + + # Detect and mount model disk (mandatory for vllm-engine) + model_path = detect_and_mount_model_disk + + # vllm-engine requires a model disk - no HuggingFace fallback + unless model_path && File.directory?(model_path) && !Dir.empty?(model_path) + msg :error, "No model disk detected. vllm-engine requires a model disk to be attached." + raise "Model disk is required but not found" + end + + model_source = model_path + msg :info, "Using model from disk: #{model_source}" + + # Build vLLM command (no HF_TOKEN needed) + vllm_cmd = "vllm serve #{model_source} #{vllm_arguments}" + + pid = spawn( + {}, + "/usr/bin/bash", + "-c", + "#{source_python_venv_str}; #{vllm_cmd} 2>&1 >> #{VLLM_LOG_FILE}", + :pgroup => true + ) + + Process.detach(pid) + end + + def run_api_web + msg :info, "Starting web application..." + + # Detect and mount model disk to get the correct model path for web config + model_path = detect_and_mount_model_disk + + # Ensure model path is available (mandatory) + unless model_path && File.directory?(model_path) && !Dir.empty?(model_path) + msg :error, "No model disk detected. Cannot start web application without model." + raise "Model disk is required but not found" + end + + # Generate web config with the detected model path + gen_web_config(model_path) + + pid = spawn( + {}, + "/usr/bin/bash", + "-c", + "source #{PYTHON_VENV_WEB_PATH}/bin/activate; cd #{WEB_PATH}; python3 web_client_openai.py", + :pgroup => true + ) + + Process.detach(pid) + end + + def listening? + Socket.tcp('localhost', ONEAPP_VLLM_API_PORT, connect_timeout: 5) do |s| + s.close + true + end + rescue StandardError + false + end + + def wait_service_available(timeout: 600, check_interval: 5) + msg :info, "Waiting for service at http://localhost:#{ONEAPP_VLLM_API_PORT}..." + + start_time = Time.now + + loop do + break if listening? + + if Time.now - start_time > timeout + raise "Service did not become available in #{timeout} seconds" + end + + sleep check_interval + end + end + + def vllm_arguments + arguments = String.new + + gpus = Service.gpu_count + + if gpus > 0 + arguments << " --tensor-parallel-size #{gpus}" + arguments << " --gpu-memory-utilization #{gpu_memory_utilization}" + if ONEAPP_VLLM_SLEEP_MODE + arguments << " --enable-sleep-mode" + end + end + + if quantization == 4 + arguments << " --quantization bitsandbytes --load-format bitsandbytes" + end + + if ONEAPP_VLLM_ENFORCE_EAGER + arguments << " --enforce-eager" + end + + arguments << " --max-model-len #{model_length}" + + arguments << " --host 0.0.0.0 --port #{ONEAPP_VLLM_API_PORT}" + + arguments + end + + def gpu_memory_utilization + mem = Float(ONEAPP_VLLM_GPU_MEMORY_UTILIZATION) + return (mem > 1.0 || mem <= 0.0) ? DEFAULT_GPU_MEMORY_UTILIZATION : mem + rescue StandardError => e + msg :warn, "Error parsing GPU memory utilization: #{e.message}. Defaulting to #{DEFAULT_GPU_MEMORY_UTILIZATION}." + DEFAULT_GPU_MEMORY_UTILIZATION + end + + def model_length + Integer(ONEAPP_VLLM_MODEL_MAX_LENGTH) + rescue StandardError + 1024 + end + + def quantization + Integer(ONEAPP_VLLM_MODEL_QUANTIZATION) + rescue StandardError + 0 + end + + def self.gpu_count + stdout, _stderr, status = Open3.capture3('nvidia-smi --query-gpu=count' \ + ' --format=csv,noheader') + unless status.success? + msg :warn, "nvidia-smi command failed, assuming 0 GPUs" + return 0 + end + stdout.strip.to_i + rescue StandardError => e + msg :warn, "Error detecting GPU count: #{e.message}" + 0 + end + + # ------------------------------------------------------------------------------ + # Model Disk Detection and Mounting + # ------------------------------------------------------------------------------ + + def detect_and_mount_model_disk + # Auto-detect model disk (first non-OS disk) + os_disk = detect_os_disk + + # Find additional disks (both block devices and virtiofs) + additional_disks = find_additional_disks(os_disk) + + if additional_disks.empty? + msg :error, "No model disk detected. vllm-engine requires a model disk to be attached." + return nil + end + + # Use first additional disk as model disk + model_disk = additional_disks.first + mount_path = determine_default_mount_path(model_disk) + + # Detect format for auto-detected disk + disk_format = detect_disk_format(model_disk) + + msg :info, "Auto-detected model disk: #{model_disk} (format: #{disk_format}), mounting to #{mount_path}" + return mount_disk_by_format(model_disk, mount_path, disk_format) + end + + def detect_os_disk + # Check /proc/partitions or lsblk to find OS disk + # Typically the first disk (vda, sda, etc.) + stdout, _stderr, status = Open3.capture3('lsblk -n -o NAME,TYPE | grep disk | head -1 | awk \'{print $1}\'') + return stdout.strip if status.success? + 'vda' # Default fallback + end + + def find_additional_disks(os_disk) + disks = [] + + # Find block devices (qcow2 format) + stdout, _stderr, status = Open3.capture3('lsblk -n -o NAME,TYPE | grep disk | awk \'{print $1}\'') + if status.success? + block_disks = stdout.strip.split("\n").reject { |d| d == os_disk } + disks.concat(block_disks) + end + + # Find virtiofs filesystems (dir/SharedFS format) + # First, check already mounted virtiofs filesystems + stdout, _stderr, status = Open3.capture3('mount -t virtiofs 2>/dev/null | awk \'{print $3}\' || true') + if status.success? && !stdout.strip.empty? + virtiofs_tags = stdout.strip.split("\n").map { |line| line.split('/').last } + disks.concat(virtiofs_tags) + end + + # Check /sys/fs/virtiofs/ for available virtiofs tags + if Dir.exist?('/sys/fs/virtiofs') + virtiofs_dirs = Dir.entries('/sys/fs/virtiofs').select { |d| d != '.' && d != '..' } + disks.concat(virtiofs_dirs) + end + + # Proactively probe for unmounted virtiofs tags + # Virtiofs tags follow the pattern "disk{N}" where N is the DISK_ID + # Try common tags (disk1, disk2, etc.) by attempting a test mount + if File.exist?('/proc/filesystems') && File.read('/proc/filesystems').include?('virtiofs') + # Try to detect available virtiofs tags by attempting test mounts + # We'll try disk1 through disk10 (common range) + (1..10).each do |disk_id| + tag = "disk#{disk_id}" + # Try a test mount to see if the tag is available + # Use a temporary mount point and immediately unmount if successful + test_mount = "/tmp/test_virtiofs_#{tag}" + FileUtils.mkdir_p(test_mount) + stdout, stderr, status = Open3.capture3("mount -t virtiofs #{tag} #{test_mount} 2>&1") + if status.success? + disks << tag + # Unmount the test mount + Open3.capture3("umount #{test_mount} 2>/dev/null") + end + FileUtils.rmdir(test_mount) if Dir.exist?(test_mount) + end + end + + disks.uniq + end + + def detect_disk_format(disk_spec) + # Check if it's a virtiofs tag (typically starts with "disk" followed by number, e.g., "disk0", "disk1") + if disk_spec =~ /^disk\d+$/i + msg :info, "Detected virtiofs format for #{disk_spec}" + return :virtiofs + end + + # Check if it's a block device (e.g., vdb, sdb, etc.) + device_path = "/dev/#{disk_spec}" + if File.exist?(device_path) && File.blockdev?(device_path) + msg :info, "Detected block device format (qcow2) for #{disk_spec}" + return :block + end + + # Check if virtiofs tag exists in /sys/fs/virtiofs/ + if Dir.exist?("/sys/fs/virtiofs/#{disk_spec}") + msg :info, "Detected virtiofs format for #{disk_spec} (found in /sys/fs/virtiofs/)" + return :virtiofs + end + + # Check if already mounted as virtiofs + stdout, _stderr, status = Open3.capture3("mount | grep -E 'virtiofs.*#{disk_spec}|#{disk_spec}.*virtiofs'") + if status.success? && !stdout.strip.empty? + msg :info, "Detected virtiofs format for #{disk_spec} (already mounted)" + return :virtiofs + end + + # Default to block device if device exists + if File.exist?(device_path) + msg :info, "Assuming block device format (qcow2) for #{disk_spec}" + return :block + end + + # Unknown format + msg :warn, "Could not determine format for #{disk_spec}, assuming block device" + return :block + end + + def mount_disk_by_format(disk_spec, mount_path, format) + case format + when :block + return mount_block_device(disk_spec, mount_path) + when :virtiofs + return mount_virtiofs(disk_spec, mount_path) + else + msg :error, "Unknown disk format: #{format}" + return nil + end + end + + def mount_block_device(disk_device, mount_path) + device_path = "/dev/#{disk_device}" + + # Check if device exists + unless File.exist?(device_path) + msg :error, "Block device #{device_path} does not exist" + return nil + end + + # Create mount point + FileUtils.mkdir_p(mount_path) + + # Check if already mounted + stdout, _stderr, status = Open3.capture3("mountpoint -q #{mount_path}") + if status.success? + msg :info, "#{mount_path} is already mounted" + return mount_path + end + + # Determine filesystem type (try ext4, xfs, or auto-detect) + fs_type = detect_filesystem_type(device_path) + + # Mount the disk + mount_cmd = "mount -t #{fs_type} #{device_path} #{mount_path}" + stdout, stderr, status = Open3.capture3(mount_cmd) + + if status.success? + msg :info, "Successfully mounted block device #{device_path} to #{mount_path}" + return mount_path + else + msg :error, "Failed to mount block device #{device_path}: #{stderr}" + return nil + end + end + + def mount_virtiofs(virtiofs_tag, mount_path) + # Create mount point + FileUtils.mkdir_p(mount_path) + + # Check if already mounted + stdout, _stderr, status = Open3.capture3("mountpoint -q #{mount_path}") + if status.success? + msg :info, "#{mount_path} is already mounted" + return mount_path + end + + # Verify virtiofs tag exists + # Virtiofs tags are typically available in /sys/fs/virtiofs/ or via mount + virtiofs_available = false + if Dir.exist?("/sys/fs/virtiofs/#{virtiofs_tag}") + virtiofs_available = true + else + # Check if tag is available via mount command + stdout, _stderr, status = Open3.capture3("mount -t virtiofs 2>/dev/null | grep #{virtiofs_tag}") + virtiofs_available = status.success? && !stdout.strip.empty? + end + + unless virtiofs_available + msg :warn, "Virtiofs tag #{virtiofs_tag} not found, but attempting mount anyway" + end + + # Mount virtiofs filesystem + # The tag is the target directory name from the VM deployment XML + mount_cmd = "mount -t virtiofs #{virtiofs_tag} #{mount_path}" + stdout, stderr, status = Open3.capture3(mount_cmd) + + if status.success? + msg :info, "Successfully mounted virtiofs #{virtiofs_tag} to #{mount_path}" + return mount_path + else + msg :error, "Failed to mount virtiofs #{virtiofs_tag}: #{stderr}" + return nil + end + end + + def determine_default_mount_path(disk_spec) + # For block devices: /mnt/{device} (e.g., /mnt/vdb) + # For virtiofs: /mnt/{tag} (e.g., /mnt/disk1) + "/mnt/#{disk_spec}" + end + + def detect_filesystem_type(device_path) + # Try to detect filesystem type + stdout, _stderr, status = Open3.capture3("blkid -s TYPE -o value #{device_path}") + return stdout.strip if status.success? && !stdout.strip.empty? + + # Fallback: try common filesystems + ['ext4', 'xfs', 'ext3'].each do |fs| + stdout, _stderr, status = Open3.capture3("mount -t #{fs} #{device_path} /tmp/test_mount 2>&1") + if status.success? + Open3.capture3("umount /tmp/test_mount") + return fs + end + end + + 'auto' # Let mount auto-detect + end + +end diff --git a/appliances/vllm-engine/scripts/benchmark.sh b/appliances/vllm-engine/scripts/benchmark.sh new file mode 100644 index 00000000..1480d2e1 --- /dev/null +++ b/appliances/vllm-engine/scripts/benchmark.sh @@ -0,0 +1,64 @@ +#!/usr/bin/env bash +set -e + +DEFAULT_VLLM_API_PORT="8000" +DEFAULT_BENCHMARK_RESULTS_DIR="/root/benchmark_results" + +detect_gpus() { + local num_gpus=0 + if command -v nvidia-smi >/dev/null 2>&1; then + raw=$(nvidia-smi --query-gpu=count --format=csv,noheader 2>/dev/null | tr -d '[:space:]' || true) + if [[ $raw =~ ^[0-9]+$ ]]; then + num_gpus=$raw + else + printf 'Warning: nvidia-smi gpu parsing failed; assuming 0 GPUs\n' + fi + fi + echo "$num_gpus" +} + +# Retrieve appliance context environment variables +source "/var/run/one-context/one_env" + +# Load parameters +model_id="${1:-$ONEAPP_VLLM_MODEL_ID}" +vllm_api_port="${2:-${ONEAPP_VLLM_API_PORT:-$DEFAULT_VLLM_API_PORT}}" +output_dir="${3:-$DEFAULT_BENCHMARK_RESULTS_DIR}" + +if [ -z "$model_id" ]; then + echo "Error: inference model id must be provided. Pass as arguments or set ONEAPP_VLLM_MODEL_ID in appliance context." + echo "Usage: $0 [api-port] [output-dir]" + echo " : Model ID to benchmark (required if not set in appliance context)" + echo " [api-port] : Serving inference API port to benchmark (optional, defaults to $DEFAULT_VLLM_API_PORT)" + echo " [output-dir] : Optional, defaults to $DEFAULT_BENCHMARK_RESULTS_DIR" + exit 1 +fi + +# Detect GPUs and activate appropriate Python environment +num_gpus=$(detect_gpus) +if [ "$num_gpus" -gt 0 ]; then + echo "GPUs detected: $num_gpus, using GPU environment." + source "/root/vllm_gpu_env/bin/activate" +else + echo "No GPUs detected, using CPU environment." + source "/root/vllm_cpu_env/bin/activate" +fi + +# Run the benchmark +echo "Running benchmark for model '$model_id' against API on port '$vllm_api_port'..." + +install -o 0 -g 0 -m u=rwx,g=rx,o= -d "$output_dir" +output_path="$output_dir/$model_id.html" + + +guidellm benchmark \ + --target "http://localhost:$vllm_api_port" \ + --model "$model_id" \ + --rate-type sweep \ + --max-seconds 20 \ + --warmup-percent 0.1 \ + --output-path="$output_path" \ + --display-scheduler-stats \ + --data "prompt_tokens=512,output_tokens=256" + +echo "Benchmark completed. Results saved to $output_path" diff --git a/packer/service_vllm-engine/81-configure-ssh.sh b/packer/service_vllm-engine/81-configure-ssh.sh new file mode 100644 index 00000000..856839cb --- /dev/null +++ b/packer/service_vllm-engine/81-configure-ssh.sh @@ -0,0 +1,29 @@ +#!/usr/bin/env bash + +# Configures critical settings for OpenSSH server. + +exec 1>&2 +set -eux -o pipefail + +gawk -i inplace -f- /etc/ssh/sshd_config <<'EOF' +BEGIN { update = "PasswordAuthentication no" } +/^[#\s]*PasswordAuthentication\s/ { $0 = update; found = 1 } +{ print } +ENDFILE { if (!found) print update } +EOF + +gawk -i inplace -f- /etc/ssh/sshd_config <<'EOF' +BEGIN { update = "PermitRootLogin without-password" } +/^[#\s]*PermitRootLogin\s/ { $0 = update; found = 1 } +{ print } +ENDFILE { if (!found) print update } +EOF + +gawk -i inplace -f- /etc/ssh/sshd_config <<'EOF' +BEGIN { update = "UseDNS no" } +/^[#\s]*UseDNS\s/ { $0 = update; found = 1 } +{ print } +ENDFILE { if (!found) print update } +EOF + +sync diff --git a/packer/service_vllm-engine/82-configure-context.sh b/packer/service_vllm-engine/82-configure-context.sh new file mode 100644 index 00000000..fa779108 --- /dev/null +++ b/packer/service_vllm-engine/82-configure-context.sh @@ -0,0 +1,14 @@ +#!/usr/bin/env bash + +# Configure and enable service context. + +exec 1>&2 +set -eux -o pipefail + +mv /etc/one-appliance/net-90-service-appliance /etc/one-context.d/ +mv /etc/one-appliance/net-99-report-ready /etc/one-context.d/ + +chown root:root /etc/one-context.d/* +chmod u=rwx,go=rx /etc/one-context.d/* + +sync \ No newline at end of file diff --git a/packer/service_vllm-engine/90-custom-scripts/README.md b/packer/service_vllm-engine/90-custom-scripts/README.md new file mode 100644 index 00000000..bc154b22 --- /dev/null +++ b/packer/service_vllm-engine/90-custom-scripts/README.md @@ -0,0 +1 @@ +# Place customization scripts to this folder diff --git a/packer/service_vllm-engine/90-custom-scripts/get_nvidia_driver.sh b/packer/service_vllm-engine/90-custom-scripts/get_nvidia_driver.sh new file mode 100755 index 00000000..56caea5c --- /dev/null +++ b/packer/service_vllm-engine/90-custom-scripts/get_nvidia_driver.sh @@ -0,0 +1,64 @@ +#!/usr/bin/env bash +set -eux -o pipefail + +#### +# This script is used to download NVIDIA drivers from a given URL or copy them +# from a local path to a specified temporary destination directory. +# Arguments: +# - DRIVERS_PATH: URL or local path to the NVIDIA drivers. +# - DRIVERS_TMP_DEST_DIR: Temporary directory to store the downloaded drivers. +### + + +### Functions + +is_url() { + case "$1" in + http://*|https://*) + return 0 + ;; + *) + return 1 + ;; + esac +} + +download_drivers() { + local _url=$1 + local _dest=$2 + if command -v wget > /dev/null 2>&1; then + wget -P "$_dest" "$_url" + elif command -v curl > /dev/null 2>&1; then + curl -fsO --output-dir "$_dest" "$_url" + else + echo "Error: No wget or curl binaries installed, unable to download drivers." + return 1 + fi +} + +### Script start + +echo "Downloading/copying NVIDIA drivers from $DRIVERS_PATH to $DRIVERS_TMP_DEST_DIR ..." + +if [ -z "$DRIVERS_PATH" ]; then + echo "No driver path specified (DRIVERS_PATH), ignoring NVIDIA drivers installation..." + exit 0 +fi + +if [ -z "$DRIVERS_TMP_DEST_DIR" ]; then + echo "No temporary destination directory specified (DRIVERS_TMP_DEST_DIR), unable to proceed..." + exit 0 +fi + +mkdir -p "$DRIVERS_TMP_DEST_DIR" + +if is_url "$DRIVERS_PATH"; then + download_drivers "$DRIVERS_PATH" "$DRIVERS_TMP_DEST_DIR" +else + if [ -f "$DRIVERS_PATH" ]; then + cp "$DRIVERS_PATH" "$DRIVERS_TMP_DEST_DIR" + else + echo "Error: File '$DRIVERS_PATH' does not exist" + exit 1 + fi +fi diff --git a/packer/service_vllm-engine/gen_context b/packer/service_vllm-engine/gen_context new file mode 100755 index 00000000..b4113df2 --- /dev/null +++ b/packer/service_vllm-engine/gen_context @@ -0,0 +1,32 @@ +#!/bin/bash +set -eux -o pipefail + +SCRIPT=$(cat <<'MAINEND' +gawk -i inplace -f- /etc/ssh/sshd_config <<'EOF' +BEGIN { update = "PasswordAuthentication yes" } +/^[#\s]*PasswordAuthentication\s/ { $0 = update; found = 1 } +{ print } +ENDFILE { if (!found) print update } +EOF + +gawk -i inplace -f- /etc/ssh/sshd_config <<'EOF' +BEGIN { update = "PermitRootLogin yes" } +/^[#\s]*PermitRootLogin\s/ { $0 = update; found = 1 } +{ print } +ENDFILE { if (!found) print update } +EOF + +systemctl reload sshd + +echo "nameserver 1.1.1.1" > /etc/resolv.conf +MAINEND +) + +cat< ${var.input_dir}/context/context.sh", + "mkisofs -o ${var.input_dir}/${var.appliance_name}-context.iso -V CONTEXT -J -R ${var.input_dir}/context", + ] + } +} + +# A Virtual Machine is created with qemu in order to run the setup from the ISO on the CD-ROM +# Here are the details about the VM virtual hardware +source "qemu" "vllm-engine" { + cpus = 2 + memory = 4096 + accelerator = "kvm" + + iso_url = lookup(lookup(var.arch_parameter_map, var.arch, {}), "iso_url", "") + iso_checksum = "none" + + headless = var.headless + + firmware = lookup(lookup(var.arch_vars, var.arch, {}), "firmware", "") + use_pflash = lookup(lookup(var.arch_vars, var.arch, {}), "use_pflash", "") + machine_type = lookup(lookup(var.arch_vars, var.arch, {}), "machine_type", "") + qemu_binary = lookup(lookup(var.arch_vars, var.arch, {}), "qemu_binary", "") + + disk_image = true + disk_cache = "unsafe" + disk_interface = "virtio" + net_device = "virtio-net" + format = "qcow2" + disk_compression = false + disk_size = 30720 + + output_directory = var.output_dir + + qemuargs = [ + ["-serial", "stdio"], + ["-cpu", "host"], + ["-cdrom", "${var.input_dir}/${var.appliance_name}-context.iso"], + # MAC addr needs to mach ETH0_MAC from context iso + ["-netdev", "user,id=net0,hostfwd=tcp::{{ .SSHHostPort }}-:22"], + ["-device", "virtio-net-pci,netdev=net0,mac=00:11:22:33:44:55"] + ] + ssh_username = "root" + ssh_password = "opennebula" + ssh_wait_timeout = "900s" + shutdown_command = "poweroff" + vm_name = "${var.appliance_name}" +} + +locals { + install_nvidia_driver = var.nvidia_driver_path != "" ? true : false + nvidia_driver_local_tmp_dir = "/tmp" + nvidia_driver_local_tmp_path = "${local.nvidia_driver_local_tmp_dir}/${basename(var.nvidia_driver_path)}" + nvidia_driver_remote_dest_dir = "/tmp" + nvidia_driver_remote_dest_path = "${local.nvidia_driver_remote_dest_dir}/${basename(var.nvidia_driver_path)}" +} + +# Once the VM launches the following logic will be executed inside it to customize what happens inside +# Essentially, a bunch of scripts are pulled from ./appliances and placed inside the Guest OS +# There are shared libraries for ruby and bash. Bash is used in this example +build { + sources = ["source.qemu.vllm-engine"] + + # revert insecure ssh options done by context start_script + provisioner "shell" { + scripts = ["${var.input_dir}/81-configure-ssh.sh"] + } + + ############################################## + # BEGIN placing script logic inside Guest OS # + ############################################## + + provisioner "shell" { + inline_shebang = "/bin/bash -e" + inline = [ + "install -o 0 -g 0 -m u=rwx,g=rx,o= -d /etc/one-appliance/{,service.d/,lib/}", + "install -o 0 -g 0 -m u=rwx,g=rx,o=rx -d /opt/one-appliance/{,bin/}", + ] + } + + # Script Required by a further step + provisioner "file" { + sources = [ + "appliances/scripts/net-90-service-appliance", + "appliances/scripts/net-99-report-ready", + ] + destination = "/etc/one-appliance/" + } + + provisioner "file" { + sources = ["appliances/lib/helpers.rb"] + destination = "/etc/one-appliance/lib/" + } + + provisioner "file" { + source = "appliances/service.rb" + destination = "/etc/one-appliance/service" + } + + provisioner "file" { + sources = ["appliances/vllm-engine"] + destination = "/etc/one-appliance/service.d/" + } + + provisioner "shell" { + scripts = ["${var.input_dir}/82-configure-context.sh"] + } + + # Download or copy nvidia driver to local temporary directory before copying it + provisioner "shell-local" { + execute_command = ["bash", "-c", "{{.Vars}} {{.Script}}"] + environment_vars = [ + "DRIVERS_PATH=${var.nvidia_driver_path}", + "DRIVERS_TMP_DEST_DIR=${local.nvidia_driver_local_tmp_dir}", + ] + scripts = ["${var.input_dir}/90-custom-scripts/get_nvidia_driver.sh"] + } + + # With `generated=true` we avoid checking the file existence on prebuild validation + # as we are dinamically generating (copying or downloading) the drivers files. + # More info: https://developer.hashicorp.com/packer/docs/provisioners/file#generated + provisioner "file" { + source = local.install_nvidia_driver ? local.nvidia_driver_local_tmp_path : "/dev/null" + destination = local.install_nvidia_driver ? local.nvidia_driver_remote_dest_path : "/dev/null" + generated = true + } + + # Delete local temporary driver file after provisioning it + provisioner "shell-local" { + inline = [</dev/null || true + find /root -type f -name '*.pyc' -delete 2>/dev/null || true + + # Remove documentation + rm -rf /usr/share/doc/* + rm -rf /usr/share/man/* + + # Remove locale files (keep only en_US) + find /usr/share/locale -mindepth 1 -maxdepth 1 ! -name 'en_US' -exec rm -rf {} + 2>/dev/null || true + + # Clean logs + rm -rf /var/log/*.log + rm -rf /var/log/*.gz + + # Remove temporary files + rm -rf /tmp/* + rm -rf /var/tmp/* + + sync + EOF + ] + } + + # Remove machine ID from the VM and get it ready for continuous cloud use + # https://github.com/OpenNebula/one-apps/wiki/tool_dev#appliance-build-process + post-processor "shell-local" { + execute_command = ["bash", "-c", "{{.Vars}} {{.Script}}"] + environment_vars = [ + "OUTPUT_DIR=${var.output_dir}", + "APPLIANCE_NAME=${var.appliance_name}", + ] + scripts = ["packer/postprocess.sh"] + } +} + From bdf6218845171de30df76e1c4aeef90116233088 Mon Sep 17 00:00:00 2001 From: Daniele Mingolla Date: Thu, 15 Jan 2026 12:35:02 +0100 Subject: [PATCH 2/4] F OpenNebula/one#7370: Enhance model disk detection in vllm engine --- appliances/vllm-engine/main.rb | 96 ++++++++++++++++++++++++---------- 1 file changed, 67 insertions(+), 29 deletions(-) diff --git a/appliances/vllm-engine/main.rb b/appliances/vllm-engine/main.rb index 7569c06f..2bfc5149 100644 --- a/appliances/vllm-engine/main.rb +++ b/appliances/vllm-engine/main.rb @@ -412,15 +412,28 @@ def detect_and_mount_model_disk return nil end - # Use first additional disk as model disk - model_disk = additional_disks.first - mount_path = determine_default_mount_path(model_disk) + # Probe candidates: mount, check HF signature, keep only the matching disk mounted + additional_disks.each do |model_disk| + mount_path = determine_default_mount_path(model_disk) + disk_format = detect_disk_format(model_disk) + already_mounted = mountpoint?(mount_path) + + msg :info, "Probing model disk: #{model_disk} (format: #{disk_format}), mount #{mount_path}" + mounted_path = mount_disk_by_format(model_disk, mount_path, disk_format) + next unless mounted_path + + if model_disk_signature?(mounted_path) + msg :info, "Selected model disk: #{model_disk}" + return mounted_path + end - # Detect format for auto-detected disk - disk_format = detect_disk_format(model_disk) + msg :warn, "Disk #{model_disk} missing HF signature, skipping" + # Unmount test mounts so only the selected model disk stays mounted + Open3.capture3("umount #{mounted_path} 2>/dev/null") unless already_mounted + end - msg :info, "Auto-detected model disk: #{model_disk} (format: #{disk_format}), mounting to #{mount_path}" - return mount_disk_by_format(model_disk, mount_path, disk_format) + msg :error, "No model disk detected. vllm-engine requires a model disk to be attached." + nil end def detect_os_disk @@ -431,9 +444,34 @@ def detect_os_disk 'vda' # Default fallback end + # True if path is already a mountpoint (avoid unmounting user mounts) + def mountpoint?(path) + _stdout, _stderr, status = Open3.capture3("mountpoint -q #{path}") + status.success? + end + + # Heuristic to detect HuggingFace model disks by file signature. + def model_disk_signature?(mount_path) + config = File.exist?(File.join(mount_path, 'config.json')) + tokenizer = File.exist?(File.join(mount_path, 'tokenizer.json')) || + File.exist?(File.join(mount_path, 'tokenizer_config.json')) + # Quick top-level weight file check (no recursive scan on large disks) + weights = false + Dir.each_child(mount_path) do |entry| + if entry == 'pytorch_model.bin' || + entry.end_with?('.safetensors') || + entry.end_with?('.gguf') + weights = true + break + end + end + + msg :info, "Model signature check at #{mount_path}: config=#{config}, tokenizer=#{tokenizer}, weights=#{weights}" + config && tokenizer && weights + end + def find_additional_disks(os_disk) disks = [] - # Find block devices (qcow2 format) stdout, _stderr, status = Open3.capture3('lsblk -n -o NAME,TYPE | grep disk | awk \'{print $1}\'') if status.success? @@ -454,30 +492,30 @@ def find_additional_disks(os_disk) virtiofs_dirs = Dir.entries('/sys/fs/virtiofs').select { |d| d != '.' && d != '..' } disks.concat(virtiofs_dirs) end + context_id = context_disk_id + if context_id + # Filter out the context disk tag (disk) + disks = disks.reject { |d| d == "disk#{context_id}" } + end - # Proactively probe for unmounted virtiofs tags - # Virtiofs tags follow the pattern "disk{N}" where N is the DISK_ID - # Try common tags (disk1, disk2, etc.) by attempting a test mount - if File.exist?('/proc/filesystems') && File.read('/proc/filesystems').include?('virtiofs') - # Try to detect available virtiofs tags by attempting test mounts - # We'll try disk1 through disk10 (common range) - (1..10).each do |disk_id| - tag = "disk#{disk_id}" - # Try a test mount to see if the tag is available - # Use a temporary mount point and immediately unmount if successful - test_mount = "/tmp/test_virtiofs_#{tag}" - FileUtils.mkdir_p(test_mount) - stdout, stderr, status = Open3.capture3("mount -t virtiofs #{tag} #{test_mount} 2>&1") - if status.success? - disks << tag - # Unmount the test mount - Open3.capture3("umount #{test_mount} 2>/dev/null") - end - FileUtils.rmdir(test_mount) if Dir.exist?(test_mount) + disks = disks.uniq + msg :info, "find_additional_disks: candidates=#{disks.join(',')}" + disks + end + + def context_disk_id + # Read DISK_ID from one-context env so we can exclude the context disk + [ + '/run/one-context/one_env', + '/var/run/one-context/one_env' + ].each do |path| + next unless File.exist?(path) + File.read(path).each_line do |line| + match = line.match(/^export\s+DISK_ID=\"?(\d+)\"?/) + return match[1] if match end end - - disks.uniq + nil end def detect_disk_format(disk_spec) From d8c853fe50c10360d31af415c0108f1e2cb72c9b Mon Sep 17 00:00:00 2001 From: Daniele Mingolla Date: Thu, 15 Jan 2026 12:39:09 +0100 Subject: [PATCH 3/4] F OpenNebula/one#7370: TODO for future improvement in vllm disk detection --- appliances/vllm-engine/main.rb | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/appliances/vllm-engine/main.rb b/appliances/vllm-engine/main.rb index 2bfc5149..45e82e9b 100644 --- a/appliances/vllm-engine/main.rb +++ b/appliances/vllm-engine/main.rb @@ -448,10 +448,11 @@ def detect_os_disk def mountpoint?(path) _stdout, _stderr, status = Open3.capture3("mountpoint -q #{path}") status.success? - end + end/opt/one-ee/src/mad/sh/create_hf_image.sh # Heuristic to detect HuggingFace model disks by file signature. def model_disk_signature?(mount_path) + #TODO: We could improve this by injecting a marker file in the model disk when the model image is created (in /one-ee/src/mad/sh/create_hf_image.sh) config = File.exist?(File.join(mount_path, 'config.json')) tokenizer = File.exist?(File.join(mount_path, 'tokenizer.json')) || File.exist?(File.join(mount_path, 'tokenizer_config.json')) From 31a2a17e1f0b5da4d1cb308b023fdd6ef1f15e67 Mon Sep 17 00:00:00 2001 From: Daniele Mingolla Date: Thu, 15 Jan 2026 18:26:51 +0100 Subject: [PATCH 4/4] F OpenNebula/one#7370: Refactor model disk detection in vllm engine --- appliances/vllm-engine/main.rb | 47 ++++------------------------------ 1 file changed, 5 insertions(+), 42 deletions(-) diff --git a/appliances/vllm-engine/main.rb b/appliances/vllm-engine/main.rb index 45e82e9b..f0985efd 100644 --- a/appliances/vllm-engine/main.rb +++ b/appliances/vllm-engine/main.rb @@ -401,10 +401,9 @@ def self.gpu_count # ------------------------------------------------------------------------------ def detect_and_mount_model_disk - # Auto-detect model disk (first non-OS disk) os_disk = detect_os_disk - # Find additional disks (both block devices and virtiofs) + # Find additional disks (both block devices and virtiofs) except the OS and context disks additional_disks = find_additional_disks(os_disk) if additional_disks.empty? @@ -412,24 +411,14 @@ def detect_and_mount_model_disk return nil end - # Probe candidates: mount, check HF signature, keep only the matching disk mounted + # Mount the first candidate disk and return its path for vLLM additional_disks.each do |model_disk| mount_path = determine_default_mount_path(model_disk) disk_format = detect_disk_format(model_disk) - already_mounted = mountpoint?(mount_path) - msg :info, "Probing model disk: #{model_disk} (format: #{disk_format}), mount #{mount_path}" + msg :info, "Mounting model disk: #{model_disk} (format: #{disk_format}), mount #{mount_path}" mounted_path = mount_disk_by_format(model_disk, mount_path, disk_format) - next unless mounted_path - - if model_disk_signature?(mounted_path) - msg :info, "Selected model disk: #{model_disk}" - return mounted_path - end - - msg :warn, "Disk #{model_disk} missing HF signature, skipping" - # Unmount test mounts so only the selected model disk stays mounted - Open3.capture3("umount #{mounted_path} 2>/dev/null") unless already_mounted + return mounted_path if mounted_path end msg :error, "No model disk detected. vllm-engine requires a model disk to be attached." @@ -444,33 +433,7 @@ def detect_os_disk 'vda' # Default fallback end - # True if path is already a mountpoint (avoid unmounting user mounts) - def mountpoint?(path) - _stdout, _stderr, status = Open3.capture3("mountpoint -q #{path}") - status.success? - end/opt/one-ee/src/mad/sh/create_hf_image.sh - - # Heuristic to detect HuggingFace model disks by file signature. - def model_disk_signature?(mount_path) - #TODO: We could improve this by injecting a marker file in the model disk when the model image is created (in /one-ee/src/mad/sh/create_hf_image.sh) - config = File.exist?(File.join(mount_path, 'config.json')) - tokenizer = File.exist?(File.join(mount_path, 'tokenizer.json')) || - File.exist?(File.join(mount_path, 'tokenizer_config.json')) - # Quick top-level weight file check (no recursive scan on large disks) - weights = false - Dir.each_child(mount_path) do |entry| - if entry == 'pytorch_model.bin' || - entry.end_with?('.safetensors') || - entry.end_with?('.gguf') - weights = true - break - end - end - - msg :info, "Model signature check at #{mount_path}: config=#{config}, tokenizer=#{tokenizer}, weights=#{weights}" - config && tokenizer && weights - end - + # Return non-OS disks and virtiofs tags, excluding the OS and context disks def find_additional_disks(os_disk) disks = [] # Find block devices (qcow2 format)