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new nQ;else e===i.INDENT||e===i.SINGLE_INDENT||e===i.SPACE?this.trailingSpace||(this.length++,this.trailingSpace=!0):(e===i.NO_NEWLINE||e===i.NO_SPACE)&&this.trailingSpace&&(this.trailingSpace=!1,this.length--)}}class nQ extends Error{}class n0{inline=!1;nodes=[];index=-1;constructor({cfg:e,dialectCfg:t,params:n,layout:r,inline:o=!1}){this.cfg=e,this.dialectCfg=t,this.inline=o,this.params=n,this.layout=r}format(e){for(this.nodes=e,this.index=0;this.index{this.layout.add(this.showKw(e.nameKw))}),this.formatNode(e.parenthesis)}formatArraySubscript(e){this.withComments(e.array,()=>{this.layout.add(e.array.type===o.keyword?this.showKw(e.array):e.array.text)}),this.formatNode(e.parenthesis)}formatPropertyAccess(e){this.formatNode(e.object),this.layout.add(i.NO_SPACE,"."),this.formatNode(e.property)}formatParenthesis(e){let t=this.formatInlineExpression(e.children);t?(this.layout.add(e.openParen),this.layout.add(...t.getLayoutItems()),this.layout.add(i.NO_SPACE,e.closeParen,i.SPACE)):(this.layout.add(e.openParen,i.NEWLINE),ng(this.cfg)?(this.layout.add(i.INDENT),this.layout=this.formatSubExpression(e.children)):(this.layout.indentation.increaseBlockLevel(),this.layout.add(i.INDENT),this.layout=this.formatSubExpression(e.children),this.layout.indentation.decreaseBlockLevel()),this.layout.add(i.NEWLINE,i.INDENT,e.closeParen,i.SPACE))}formatBetweenPredicate(e){this.layout.add(this.showKw(e.betweenKw),i.SPACE),this.layout=this.formatSubExpression(e.expr1),this.layout.add(i.NO_SPACE,i.SPACE,this.showNonTabularKw(e.andKw),i.SPACE),this.layout=this.formatSubExpression(e.expr2),this.layout.add(i.SPACE)}formatCaseExpression(e){this.formatNode(e.caseKw),this.layout.indentation.increaseBlockLevel(),this.layout=this.formatSubExpression(e.expr),this.layout=this.formatSubExpression(e.clauses),this.layout.indentation.decreaseBlockLevel(),this.layout.add(i.NEWLINE,i.INDENT),this.formatNode(e.endKw)}formatCaseWhen(e){this.layout.add(i.NEWLINE,i.INDENT),this.formatNode(e.whenKw),this.layout=this.formatSubExpression(e.condition),this.formatNode(e.thenKw),this.layout=this.formatSubExpression(e.result)}formatCaseElse(e){this.layout.add(i.NEWLINE,i.INDENT),this.formatNode(e.elseKw),this.layout=this.formatSubExpression(e.result)}formatClause(e){this.isOnelineClause(e)?this.formatClauseInOnelineStyle(e):ng(this.cfg)?this.formatClauseInTabularStyle(e):this.formatClauseInIndentedStyle(e)}isOnelineClause(e){return this.dialectCfg.onelineClauses[e.nameKw.text]}formatClauseInIndentedStyle(e){this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e.nameKw),i.NEWLINE),this.layout.indentation.increaseTopLevel(),this.layout.add(i.INDENT),this.layout=this.formatSubExpression(e.children),this.layout.indentation.decreaseTopLevel()}formatClauseInOnelineStyle(e){this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e.nameKw),i.SPACE),this.layout=this.formatSubExpression(e.children)}formatClauseInTabularStyle(e){this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e.nameKw),i.SPACE),this.layout.indentation.increaseTopLevel(),this.layout=this.formatSubExpression(e.children),this.layout.indentation.decreaseTopLevel()}formatSetOperation(e){this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e.nameKw),i.NEWLINE),this.layout.add(i.INDENT),this.layout=this.formatSubExpression(e.children)}formatLimitClause(e){this.withComments(e.limitKw,()=>{this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e.limitKw))}),this.layout.indentation.increaseTopLevel(),ng(this.cfg)?this.layout.add(i.SPACE):this.layout.add(i.NEWLINE,i.INDENT),e.offset&&(this.layout=this.formatSubExpression(e.offset),this.layout.add(i.NO_SPACE,",",i.SPACE)),this.layout=this.formatSubExpression(e.count),this.layout.indentation.decreaseTopLevel()}formatAllColumnsAsterisk(e){this.layout.add("*",i.SPACE)}formatLiteral(e){this.layout.add(e.text,i.SPACE)}formatIdentifier(e){this.layout.add(e.text,i.SPACE)}formatParameter(e){this.layout.add(this.params.get(e),i.SPACE)}formatOperator({text:e}){this.cfg.denseOperators||this.dialectCfg.alwaysDenseOperators.includes(e)?this.layout.add(i.NO_SPACE,e):":"===e?this.layout.add(i.NO_SPACE,e,i.SPACE):this.layout.add(e,i.SPACE)}formatComma(e){this.inline?this.layout.add(i.NO_SPACE,",",i.SPACE):this.layout.add(i.NO_SPACE,",",i.NEWLINE,i.INDENT)}withComments(e,t){this.formatComments(e.leadingComments),t(),this.formatComments(e.trailingComments)}formatComments(e){e&&e.forEach(e=>{e.type===o.line_comment?this.formatLineComment(e):this.formatBlockComment(e)})}formatLineComment(e){P(e.precedingWhitespace||"")?this.layout.add(i.NEWLINE,i.INDENT,e.text,i.MANDATORY_NEWLINE,i.INDENT):this.layout.getLayoutItems().length>0?this.layout.add(i.NO_NEWLINE,i.SPACE,e.text,i.MANDATORY_NEWLINE,i.INDENT):this.layout.add(e.text,i.MANDATORY_NEWLINE,i.INDENT)}formatBlockComment(e){this.isMultilineBlockComment(e)?(this.splitBlockComment(e.text).forEach(e=>{this.layout.add(i.NEWLINE,i.INDENT,e)}),this.layout.add(i.NEWLINE,i.INDENT)):this.layout.add(e.text,i.SPACE)}isMultilineBlockComment(e){return P(e.text)||P(e.precedingWhitespace||"")}isDocComment(e){let t=e.split(/\n/);return/^\/\*\*?$/.test(t[0])&&t.slice(1,t.length-1).every(e=>/^\s*\*/.test(e))&&/^\s*\*\/$/.test(m(t))}splitBlockComment(e){return this.isDocComment(e)?e.split(/\n/).map(e=>/^\s*\*/.test(e)?" "+e.replace(/^\s*/,""):e):e.split(/\n/).map(e=>e.replace(/^\s*/,""))}formatSubExpression(e){return new n0({cfg:this.cfg,dialectCfg:this.dialectCfg,params:this.params,layout:this.layout,inline:this.inline}).format(e)}formatInlineExpression(e){let t=this.params.getPositionalParameterIndex();try{return new n0({cfg:this.cfg,dialectCfg:this.dialectCfg,params:this.params,layout:new nq(this.cfg.expressionWidth),inline:!0}).format(e)}catch(e){if(e instanceof nQ){this.params.setPositionalParameterIndex(t);return}throw e}}formatKeywordNode(e){switch(e.tokenType){case r.RESERVED_JOIN:return this.formatJoin(e);case r.AND:case r.OR:case r.XOR:return this.formatLogicalOperator(e);default:return this.formatKeyword(e)}}formatJoin(e){ng(this.cfg)?(this.layout.indentation.decreaseTopLevel(),this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e),i.SPACE),this.layout.indentation.increaseTopLevel()):this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e),i.SPACE)}formatKeyword(e){this.layout.add(this.showKw(e),i.SPACE)}formatLogicalOperator(e){"before"===this.cfg.logicalOperatorNewline?ng(this.cfg)?(this.layout.indentation.decreaseTopLevel(),this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e),i.SPACE),this.layout.indentation.increaseTopLevel()):this.layout.add(i.NEWLINE,i.INDENT,this.showKw(e),i.SPACE):this.layout.add(this.showKw(e),i.NEWLINE,i.INDENT)}showKw(e){var t;return d(t=e.tokenType)||t===r.RESERVED_CLAUSE||t===r.RESERVED_SELECT||t===r.RESERVED_SET_OPERATION||t===r.RESERVED_JOIN||t===r.LIMIT?function(e,t){if("standard"===t)return e;let n=[];return e.length>=10&&e.includes(" ")&&([e,...n]=e.split(" ")),(e="tabularLeft"===t?e.padEnd(9," "):e.padStart(9," "))+["",...n].join(" ")}(this.showNonTabularKw(e),this.cfg.indentStyle):this.showNonTabularKw(e)}showNonTabularKw(e){switch(this.cfg.keywordCase){case"preserve":return L(e.raw);case"upper":return e.text;case"lower":return e.text.toLowerCase()}}}class n1{constructor(e,t){this.dialect=e,this.cfg=t,this.params=new n_(this.cfg.params)}format(e){let t=this.parse(e),n=this.formatAst(t),r=this.postFormat(n);return r.trimEnd()}parse(e){return(function(e){let t={},n=new nF(n=>[...e.tokenize(n,t).map(nv).map(nP).map(ny).map(nb),c(n.length)]),r=new nk(nW.fromCompiled(nV),{lexer:n});return{parse:(e,n)=>{t=n;let{results:o}=r.feed(e);if(1===o.length)return o[0];if(0===o.length)throw Error("Parse error: Invalid SQL");throw Error(`Parse error: Ambiguous grammar -${JSON.stringify(o,void 0,2)}`)}}})(this.dialect.tokenizer).parse(e,this.cfg.paramTypes||{})}formatAst(e){return e.map(e=>this.formatStatement(e)).join("\n".repeat(this.cfg.linesBetweenQueries+1))}formatStatement(e){let t=new n0({cfg:this.cfg,dialectCfg:this.dialect.formatOptions,params:this.params,layout:new nj(new nJ(nm(this.cfg)))}).format(e.children);return e.hasSemicolon&&(this.cfg.newlineBeforeSemicolon?t.add(i.NEWLINE,";"):t.add(i.NO_NEWLINE,";")),t.toString()}postFormat(e){if(this.cfg.tabulateAlias&&(e=function(e){let t=e.split("\n"),n=[];for(let e=0;e({line:e,matches:e.match(/(^.*?\S) (AS )?(\S+,?$)/i)})).map(({line:e,matches:t})=>t?{precedingText:t[1],as:t[2],alias:t[3]}:{precedingText:e}),i=_(o.map(({precedingText:e})=>e.replace(/\s*,\s*$/,"")));n=[...n,...r=o.map(({precedingText:e,as:t,alias:n})=>e+(n?" 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r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{};return this.i18nFormat&&this.i18nFormat.getResource?this.i18nFormat.getResource(e,t,n,r):this.resourceStore.getResource(e,t,n,r)}static hasDefaultValue(e){let t="defaultValue";for(let n in e)if(Object.prototype.hasOwnProperty.call(e,n)&&t===n.substring(0,t.length)&&void 0!==e[n])return!0;return!1}}function C(e){return e.charAt(0).toUpperCase()+e.slice(1)}class h{constructor(e){this.options=e,this.supportedLngs=this.options.supportedLngs||!1,this.logger=i.create("languageUtils")}getScriptPartFromCode(e){if(!(e=S(e))||0>e.indexOf("-"))return null;let t=e.split("-");return 2===t.length?null:(t.pop(),"x"===t[t.length-1].toLowerCase())?null:this.formatLanguageCode(t.join("-"))}getLanguagePartFromCode(e){if(!(e=S(e))||0>e.indexOf("-"))return e;let t=e.split("-");return this.formatLanguageCode(t[0])}formatLanguageCode(e){if("string"==typeof e&&e.indexOf("-")>-1){let t=["hans","hant","latn","cyrl","cans","mong","arab"],n=e.split("-");return this.options.lowerCaseLng?n=n.map(e=>e.toLowerCase()):2===n.length?(n[0]=n[0].toLowerCase(),n[1]=n[1].toUpperCase(),t.indexOf(n[1].toLowerCase())>-1&&(n[1]=C(n[1].toLowerCase()))):3===n.length&&(n[0]=n[0].toLowerCase(),2===n[1].length&&(n[1]=n[1].toUpperCase()),"sgn"!==n[0]&&2===n[2].length&&(n[2]=n[2].toUpperCase()),t.indexOf(n[1].toLowerCase())>-1&&(n[1]=C(n[1].toLowerCase())),t.indexOf(n[2].toLowerCase())>-1&&(n[2]=C(n[2].toLowerCase()))),n.join("-")}return this.options.cleanCode||this.options.lowerCaseLng?e.toLowerCase():e}isSupportedCode(e){return("languageOnly"===this.options.load||this.options.nonExplicitSupportedLngs)&&(e=this.getLanguagePartFromCode(e)),!this.supportedLngs||!this.supportedLngs.length||this.supportedLngs.indexOf(e)>-1}getBestMatchFromCodes(e){let t;return e?(e.forEach(e=>{if(t)return;let 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Either set keySeparator: false on init or make sure your translations are published in nested format.")}let e=[],n=this.languageUtils.getFallbackCodes(this.options.fallbackLng,t.lng||this.language);if("fallback"===this.options.saveMissingTo&&n&&n[0])for(let t=0;t{let o=T&&r!==u?r:S;this.options.missingKeyHandler?this.options.missingKeyHandler(e,s,n,o,p,t):this.backendConnector&&this.backendConnector.saveMissing&&this.backendConnector.saveMissing(e,s,n,o,p,t),this.emit("missingKey",e,s,n,u)};this.options.saveMissing&&(this.options.saveMissingPlurals&&E?e.forEach(e=>{this.pluralResolver.getSuffixes(e,t).forEach(n=>{r([e],i+n,t[`defaultValue${n}`]||d)})}):r(e,i,d))}u=this.extendTranslation(u,e,t,c,n),a&&u===i&&this.options.appendNamespaceToMissingKey&&(u=`${s}:${i}`),(a||r)&&this.options.parseMissingKeyHandler&&(u="v1"!==this.options.compatibilityAPI?this.options.parseMissingKeyHandler(this.options.appendNamespaceToMissingKey?`${s}:${i}`:i,r?u:void 0):this.options.parseMissingKeyHandler(u))}return r?(c.res=u,c):u}extendTranslation(e,t,n,r,o){var i=this;if(this.i18nFormat&&this.i18nFormat.parse)e=this.i18nFormat.parse(e,{...this.options.interpolation.defaultVariables,...n},n.lng||this.language||r.usedLng,r.usedNS,r.usedKey,{resolved:r});else if(!n.skipInterpolation){let a;n.interpolation&&this.interpolator.init({...n,interpolation:{...this.options.interpolation,...n.interpolation}});let s="string"==typeof e&&(n&&n.interpolation&&void 0!==n.interpolation.skipOnVariables?n.interpolation.skipOnVariables:this.options.interpolation.skipOnVariables);if(s){let t=e.match(this.interpolator.nestingRegexp);a=t&&t.length}let l=n.replace&&"string"!=typeof n.replace?n.replace:n;if(this.options.interpolation.defaultVariables&&(l={...this.options.interpolation.defaultVariables,...l}),e=this.interpolator.interpolate(e,l,n.lng||this.language,n),s){let t=e.match(this.interpolator.nestingRegexp),r=t&&t.length;a1&&void 0!==arguments[1]?arguments[1]:{};return"string"==typeof e&&(e=[e]),e.forEach(e=>{if(this.isValidLookup(t))return;let s=this.extractFromKey(e,a),l=s.key;n=l;let E=s.namespaces;this.options.fallbackNS&&(E=E.concat(this.options.fallbackNS));let c=void 0!==a.count&&"string"!=typeof a.count,u=c&&!a.ordinal&&0===a.count&&this.pluralResolver.shouldUseIntlApi(),T=void 0!==a.context&&("string"==typeof a.context||"number"==typeof a.context)&&""!==a.context,R=a.lngs?a.lngs:this.languageUtils.toResolveHierarchy(a.lng||this.language,a.fallbackLng);E.forEach(e=>{this.isValidLookup(t)||(i=e,!I[`${R[0]}-${e}`]&&this.utils&&this.utils.hasLoadedNamespace&&!this.utils.hasLoadedNamespace(i)&&(I[`${R[0]}-${e}`]=!0,this.logger.warn(`key "${n}" for languages "${R.join(", ")}" won't get resolved as namespace "${i}" was not yet loaded`,"This means something IS WRONG in your setup. You access the t function before i18next.init / i18next.loadNamespace / i18next.changeLanguage was done. Wait for the callback or Promise to resolve before accessing it!!!")),R.forEach(n=>{let i;if(this.isValidLookup(t))return;o=n;let s=[l];if(this.i18nFormat&&this.i18nFormat.addLookupKeys)this.i18nFormat.addLookupKeys(s,l,n,e,a);else{let e;c&&(e=this.pluralResolver.getSuffix(n,a.count,a));let t=`${this.options.pluralSeparator}zero`,r=`${this.options.pluralSeparator}ordinal${this.options.pluralSeparator}`;if(c&&(s.push(l+e),a.ordinal&&0===e.indexOf(r)&&s.push(l+e.replace(r,this.options.pluralSeparator)),u&&s.push(l+t)),T){let n=`${l}${this.options.contextSeparator}${a.context}`;s.push(n),c&&(s.push(n+e),a.ordinal&&0===e.indexOf(r)&&s.push(n+e.replace(r,this.options.pluralSeparator)),u&&s.push(n+t))}}for(;i=s.pop();)this.isValidLookup(t)||(r=i,t=this.getResource(n,e,i,a))}))})}),{res:t,usedKey:n,exactUsedKey:r,usedLng:o,usedNS:i}}isValidLookup(e){return void 0!==e&&!(!this.options.returnNull&&null===e)&&!(!this.options.returnEmptyString&&""===e)}getResource(e,t,n){let r=arguments.length>3&&void 0!==arguments[3]?arguments[3]:{};return this.i18nFormat&&this.i18nFormat.getResource?this.i18nFormat.getResource(e,t,n,r):this.resourceStore.getResource(e,t,n,r)}static hasDefaultValue(e){let t="defaultValue";for(let n in e)if(Object.prototype.hasOwnProperty.call(e,n)&&t===n.substring(0,t.length)&&void 0!==e[n])return!0;return!1}}function C(e){return e.charAt(0).toUpperCase()+e.slice(1)}class h{constructor(e){this.options=e,this.supportedLngs=this.options.supportedLngs||!1,this.logger=i.create("languageUtils")}getScriptPartFromCode(e){if(!(e=S(e))||0>e.indexOf("-"))return null;let t=e.split("-");return 2===t.length?null:(t.pop(),"x"===t[t.length-1].toLowerCase())?null:this.formatLanguageCode(t.join("-"))}getLanguagePartFromCode(e){if(!(e=S(e))||0>e.indexOf("-"))return e;let t=e.split("-");return this.formatLanguageCode(t[0])}formatLanguageCode(e){if("string"==typeof e&&e.indexOf("-")>-1){let t=["hans","hant","latn","cyrl","cans","mong","arab"],n=e.split("-");return this.options.lowerCaseLng?n=n.map(e=>e.toLowerCase()):2===n.length?(n[0]=n[0].toLowerCase(),n[1]=n[1].toUpperCase(),t.indexOf(n[1].toLowerCase())>-1&&(n[1]=C(n[1].toLowerCase()))):3===n.length&&(n[0]=n[0].toLowerCase(),2===n[1].length&&(n[1]=n[1].toUpperCase()),"sgn"!==n[0]&&2===n[2].length&&(n[2]=n[2].toUpperCase()),t.indexOf(n[1].toLowerCase())>-1&&(n[1]=C(n[1].toLowerCase())),t.indexOf(n[2].toLowerCase())>-1&&(n[2]=C(n[2].toLowerCase()))),n.join("-")}return this.options.cleanCode||this.options.lowerCaseLng?e.toLowerCase():e}isSupportedCode(e){return("languageOnly"===this.options.load||this.options.nonExplicitSupportedLngs)&&(e=this.getLanguagePartFromCode(e)),!this.supportedLngs||!this.supportedLngs.length||this.supportedLngs.indexOf(e)>-1}getBestMatchFromCodes(e){let t;return e?(e.forEach(e=>{if(t)return;let n=this.formatLanguageCode(e);(!this.options.supportedLngs||this.isSupportedCode(n))&&(t=n)}),!t&&this.options.supportedLngs&&e.forEach(e=>{if(t)return;let n=this.getLanguagePartFromCode(e);if(this.isSupportedCode(n))return t=n;t=this.options.supportedLngs.find(e=>{if(e===n||!(0>e.indexOf("-")&&0>n.indexOf("-"))&&0===e.indexOf(n))return e})}),t||(t=this.getFallbackCodes(this.options.fallbackLng)[0]),t):null}getFallbackCodes(e,t){if(!e)return[];if("function"==typeof e&&(e=e(t)),"string"==typeof e&&(e=[e]),"[object Array]"===Object.prototype.toString.apply(e))return e;if(!t)return e.default||[];let n=e[t];return n||(n=e[this.getScriptPartFromCode(t)]),n||(n=e[this.formatLanguageCode(t)]),n||(n=e[this.getLanguagePartFromCode(t)]),n||(n=e.default),n||[]}toResolveHierarchy(e,t){let n=this.getFallbackCodes(t||this.options.fallbackLng||[],e),r=[],o=e=>{e&&(this.isSupportedCode(e)?r.push(e):this.logger.warn(`rejecting language code not found in supportedLngs: ${e}`))};return"string"==typeof e&&(e.indexOf("-")>-1||e.indexOf("_")>-1)?("languageOnly"!==this.options.load&&o(this.formatLanguageCode(e)),"languageOnly"!==this.options.load&&"currentOnly"!==this.options.load&&o(this.getScriptPartFromCode(e)),"currentOnly"!==this.options.load&&o(this.getLanguagePartFromCode(e))):"string"==typeof e&&o(this.formatLanguageCode(e)),n.forEach(e=>{0>r.indexOf(e)&&o(this.formatLanguageCode(e))}),r}}let m=[{lngs:["ach","ak","am","arn","br","fil","gun","ln","mfe","mg","mi","oc","pt","pt-BR","tg","tl","ti","tr","uz","wa"],nr:[1,2],fc:1},{lngs:["af","an","ast","az","bg","bn","ca","da","de","dev","el","en","eo","es","et","eu","fi","fo","fur","fy","gl","gu","ha","hi","hu","hy","ia","it","kk","kn","ku","lb","mai","ml","mn","mr","nah","nap","nb","ne","nl","nn","no","nso","pa","pap","pms","ps","pt-PT","rm","sco","se","si","so","son","sq","sv","sw","ta","te","tk","ur","yo"],nr:[1,2],fc:2},{lngs:["ay","bo","cgg","fa","ht","id","ja","jbo","ka","km","ko","ky","lo","ms","sah","su","th","tt","ug","vi","wo","zh"],nr:[1],fc:3},{lngs:["be","bs","cnr","dz","hr","ru","sr","uk"],nr:[1,2,5],fc:4},{lngs:["ar"],nr:[0,1,2,3,11,100],fc:5},{lngs:["cs","sk"],nr:[1,2,5],fc:6},{lngs:["csb","pl"],nr:[1,2,5],fc:7},{lngs:["cy"],nr:[1,2,3,8],fc:8},{lngs:["fr"],nr:[1,2],fc:9},{lngs:["ga"],nr:[1,2,3,7,11],fc:10},{lngs:["gd"],nr:[1,2,3,20],fc:11},{lngs:["is"],nr:[1,2],fc:12},{lngs:["jv"],nr:[0,1],fc:13},{lngs:["kw"],nr:[1,2,3,4],fc:14},{lngs:["lt"],nr:[1,2,10],fc:15},{lngs:["lv"],nr:[1,2,0],fc:16},{lngs:["mk"],nr:[1,2],fc:17},{lngs:["mnk"],nr:[0,1,2],fc:18},{lngs:["mt"],nr:[1,2,11,20],fc:19},{lngs:["or"],nr:[2,1],fc:2},{lngs:["ro"],nr:[1,2,20],fc:20},{lngs:["sl"],nr:[5,1,2,3],fc:21},{lngs:["he","iw"],nr:[1,2,20,21],fc:22}],g={1:function(e){return Number(e>1)},2:function(e){return Number(1!=e)},3:function(e){return 0},4:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},5:function(e){return Number(0==e?0:1==e?1:2==e?2:e%100>=3&&e%100<=10?3:e%100>=11?4:5)},6:function(e){return Number(1==e?0:e>=2&&e<=4?1:2)},7:function(e){return Number(1==e?0:e%10>=2&&e%10<=4&&(e%100<10||e%100>=20)?1:2)},8:function(e){return Number(1==e?0:2==e?1:8!=e&&11!=e?2:3)},9:function(e){return Number(e>=2)},10:function(e){return Number(1==e?0:2==e?1:e<7?2:e<11?3:4)},11:function(e){return Number(1==e||11==e?0:2==e||12==e?1:e>2&&e<20?2:3)},12:function(e){return Number(e%10!=1||e%100==11)},13:function(e){return Number(0!==e)},14:function(e){return Number(1==e?0:2==e?1:3==e?2:3)},15:function(e){return Number(e%10==1&&e%100!=11?0:e%10>=2&&(e%100<10||e%100>=20)?1:2)},16:function(e){return Number(e%10==1&&e%100!=11?0:0!==e?1:2)},17:function(e){return Number(1==e||e%10==1&&e%100!=11?0:1)},18:function(e){return 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MySQL

MySQL

Fast, reliable, scalable open-source relational database management system.

MSSQL

MSSQL

Powerful, scalable, secure relational database system by Microsoft.

DuckDB

DuckDB

In-memory analytical database with efficient query processing.

Sqlite

Sqlite

Lightweight embedded relational database with simplicity and portability.

ClickHouse

ClickHouse

Columnar database for high-performance analytics and real-time queries.

Oracle

Oracle

Robust, scalable, secure relational database widely used in enterprises.

Access

Access

Easy-to-use relational database for small-scale applications by Microsoft.

MongoDB

MongoDB

Flexible, scalable NoSQL document database for web and mobile apps.

ApacheDoris

ApacheDoris

A new-generation open-source real-time data warehouse.

StarRocks

StarRocks

An Open-Source, High-Performance Analytical Database.

DB2

DB2

Scalable, secure relational database system developed by IBM.

HBase

HBase

Distributed, scalable NoSQL database for large structured/semi-structured data.

Redis

Redis

Fast, versatile in-memory data structure store as cache, DB, or broker.

Cassandra

Cassandra

Scalable, fault-tolerant distributed NoSQL database for large data.

Couchbase

Couchbase

High-performance NoSQL document database with distributed architecture.

PostgreSQL

PostgreSQL

Powerful open-source relational database with extensibility and SQL standards.

Spark

Spark

Unified engine for large-scale data analytics.

Hive

Hive

A distributed fault-tolerant data warehouse system.

Space

Space

knowledge analytics.

TuGraph

TuGraph

TuGraph is a high-performance graph database jointly developed by Ant Group and Tsinghua University.

\ No newline at end of file +
MySQL

MySQL

Fast, reliable, scalable open-source relational database management system.

MSSQL

MSSQL

Powerful, scalable, secure relational database system by Microsoft.

DuckDB

DuckDB

In-memory analytical database with efficient query processing.

Sqlite

Sqlite

Lightweight embedded relational database with simplicity and portability.

ClickHouse

ClickHouse

Columnar database for high-performance analytics and real-time queries.

Oracle

Oracle

Robust, scalable, secure relational database widely used in enterprises.

Access

Access

Easy-to-use relational database for small-scale applications by Microsoft.

MongoDB

MongoDB

Flexible, scalable NoSQL document database for web and mobile apps.

ApacheDoris

ApacheDoris

A new-generation open-source real-time data warehouse.

StarRocks

StarRocks

An Open-Source, High-Performance Analytical Database.

DB2

DB2

Scalable, secure relational database system developed by IBM.

HBase

HBase

Distributed, scalable NoSQL database for large structured/semi-structured data.

Redis

Redis

Fast, versatile in-memory data structure store as cache, DB, or broker.

Cassandra

Cassandra

Scalable, fault-tolerant distributed NoSQL database for large data.

Couchbase

Couchbase

High-performance NoSQL document database with distributed architecture.

PostgreSQL

PostgreSQL

Powerful open-source relational database with extensibility and SQL standards.

Vertica

Vertica

A strongly consistent, ACID-compliant, SQL data warehouse, built for the scale and complexity of today’s data-driven world.

Spark

Spark

Unified engine for large-scale data analytics.

Hive

Hive

A distributed fault-tolerant data warehouse system.

Space

Space

knowledge analytics.

TuGraph

TuGraph

TuGraph is a high-performance graph database jointly developed by Ant Group and Tsinghua University.

diff --git a/dbgpt/app/static/icons/vertica.png b/dbgpt/app/static/icons/vertica.png new file mode 100644 index 000000000..f49f2cb88 Binary files /dev/null and b/dbgpt/app/static/icons/vertica.png differ diff --git a/dbgpt/datasource/manages/connector_manager.py b/dbgpt/datasource/manages/connector_manager.py index e1e4fe75a..fb9a2a4d9 100644 --- a/dbgpt/datasource/manages/connector_manager.py +++ b/dbgpt/datasource/manages/connector_manager.py @@ -56,6 +56,7 @@ class ConnectorManager(BaseComponent): from dbgpt.datasource.rdbms.conn_starrocks import ( # noqa: F401 StarRocksConnector, ) + from dbgpt.datasource.rdbms.conn_vertica import VerticaConnector # noqa: F401 from .connect_config_db import ConnectConfigEntity # noqa: F401 diff --git a/dbgpt/datasource/rdbms/conn_vertica.py b/dbgpt/datasource/rdbms/conn_vertica.py new file mode 100644 index 000000000..0445d8d2c --- /dev/null +++ b/dbgpt/datasource/rdbms/conn_vertica.py @@ -0,0 +1,256 @@ +"""Vertica connector.""" +import logging +from typing import Any, Dict, Iterable, List, Optional, Tuple, cast +from urllib.parse import quote +from urllib.parse import quote_plus as urlquote + +from sqlalchemy import text +from sqlalchemy.dialects import registry + +from .base import RDBMSConnector + +logger = logging.getLogger(__name__) +registry.register( + "vertica.vertica_python", + "dbgpt.datasource.rdbms.dialect.vertica.dialect_vertica_python", + "VerticaDialect", +) + + +class VerticaConnector(RDBMSConnector): + """Vertica connector.""" + + driver = "vertica+vertica_python" + db_type = "vertica" + db_dialect = "vertica" + + @classmethod + def from_uri_db( + cls, + host: str, + port: int, + user: str, + pwd: str, + db_name: str, + engine_args: Optional[dict] = None, + **kwargs: Any, + ) -> "VerticaConnector": + """Create a new VerticaConnector from host, port, user, pwd, db_name.""" + db_url: str = ( + f"{cls.driver}://{quote(user)}:{urlquote(pwd)}@{host}:{str(port)}/{db_name}" + ) + return cast(VerticaConnector, cls.from_uri(db_url, engine_args, **kwargs)) + + @property + def dialect(self) -> str: + """Return string representation of dialect to use.""" + # inject instruction to prompt according to {dialect} in prompt template. + return "Vertica sql, \ +correct postgresql sql is the another option \ +if you don't know much about Vertica. \ +尤其要注意，表名称前面一定要带上模式名称！! \ +Note， the most important requirement is that \ +table name should keep its schema name in " + + def _sync_tables_from_db(self) -> Iterable[str]: + table_results = self.session.execute( + text( + """ + SELECT table_schema||'.'||table_name + FROM v_catalog.tables + WHERE table_schema NOT LIKE 'v\_%' + UNION + SELECT table_schema||'.'||table_name + FROM v_catalog.views + WHERE table_schema NOT LIKE 'v\_%'; + """ + ) + ) + self._all_tables = {row[0] for row in table_results} + self._metadata.reflect(bind=self._engine) + return self._all_tables + + def get_grants(self): + """Get grants.""" + return [] + + def get_collation(self): + """Get collation.""" + return None + + def get_users(self): + """Get user info.""" + try: + cursor = self.session.execute(text("SELECT name FROM v_internal.vs_users;")) + users = cursor.fetchall() + return [user[0] for user in users] + except Exception as e: + logger.warning(f"vertica get users error: {str(e)}") + return [] + + def get_fields(self, table_name) -> List[Tuple]: + """Get column fields about specified table.""" + session = self._db_sessions() + cursor = session.execute( + text( + f""" + SELECT column_name, data_type, column_default, is_nullable, + nvl(comment, column_name) as column_comment + FROM v_catalog.columns c + LEFT JOIN v_internal.vs_sub_comments s ON c.table_id = s.objectoid + AND c.column_name = s.childobject + WHERE table_schema||'.'||table_name = '{table_name}'; + """ + ) + ) + fields = cursor.fetchall() + return [(field[0], field[1], field[2], field[3], field[4]) for field in fields] + + def get_columns(self, table_name: str) -> List[Dict]: + """Get columns about specified table. + + Args: + table_name (str): table name + + Returns: + columns: List[Dict], which contains name: str, type: str, + default_expression: str, is_in_primary_key: bool, comment: str + eg:[{'name': 'id', 'type': 'int', 'default_expression': '', + 'is_in_primary_key': True, 'comment': 'id'}, ...] + """ + session = self._db_sessions() + cursor = session.execute( + text( + f""" + SELECT c.column_name, data_type, column_default + , (p.column_name IS NOT NULL) is_in_primary_key + , nvl(comment, c.column_name) as column_comment + FROM v_catalog.columns c + LEFT JOIN v_internal.vs_sub_comments s ON c.table_id = s.objectoid + AND c.column_name = s.childobject + LEFT JOIN v_catalog.primary_keys p ON c.table_schema = p.table_schema + AND c.table_name = p.table_name + AND c.column_name = p.column_name + WHERE c.table_schema||'.'||c.table_name = '{table_name}'; + """ + ) + ) + fields = cursor.fetchall() + return [ + { + "name": field[0], + "type": field[1], + "default_expression": field[2], + "is_in_primary_key": field[3], + "comment": field[4], + } + for field in fields + ] + + def get_charset(self): + """Get character_set.""" + return "utf-8" + + def get_show_create_table(self, table_name: str): + """Return show create table.""" + cur = self.session.execute( + text( + f""" + SELECT column_name, data_type + FROM v_catalog.columns + WHERE table_schema||'.'||table_name = '{table_name}'; + """ + ) + ) + rows = cur.fetchall() + + create_table_query = f"CREATE TABLE {table_name} (\n" + for row in rows: + create_table_query += f" {row[0]} {row[1]},\n" + create_table_query = create_table_query.rstrip(",\n") + "\n)" + + return create_table_query + + def get_table_comments(self, db_name=None): + """Return table comments.""" + cursor = self.session.execute( + text( + f""" + SELECT table_schema||'.'||table_name + , nvl(comment, table_name) as column_comment + FROM v_catalog.tables t + LEFT JOIN v_internal.vs_comments c ON t.table_id = c.objectoid + WHERE table_schema = '{db_name}' + """ + ) + ) + table_comments = cursor.fetchall() + return [ + (table_comment[0], table_comment[1]) for table_comment in table_comments + ] + + def get_table_comment(self, table_name: str) -> Dict: + """Get table comments. + + Args: + table_name (str): table name + Returns: + comment: Dict, which contains text: Optional[str], eg:["text": "comment"] + """ + cursor = self.session.execute( + text( + f""" + SELECT nvl(comment, table_name) as column_comment + FROM v_catalog.tables t + LEFT JOIN v_internal.vs_comments c ON t.table_id = c.objectoid + WHERE table_schema||'.'||table_nam e= '{table_name}' + """ + ) + ) + return {"text": cursor.scalar()} + + def get_column_comments(self, db_name: str, table_name: str): + """Return column comments.""" + cursor = self.session.execute( + text( + f""" + SELECT column_name, nvl(comment, column_name) as column_comment + FROM v_catalog.columns c + LEFT JOIN v_internal.vs_sub_comments s ON c.table_id = s.objectoid + AND c.column_name = s.childobject + WHERE table_schema = '{db_name}' AND table_name = '{table_name}' + """ + ) + ) + column_comments = cursor.fetchall() + return [ + (column_comment[0], column_comment[1]) for column_comment in column_comments + ] + + def get_database_names(self): + """Get database names.""" + session = self._db_sessions() + cursor = session.execute(text("SELECT schema_name FROM v_catalog.schemata;")) + results = cursor.fetchall() + return [d[0] for d in results if not d[0].startswith("v_")] + + def get_current_db_name(self) -> str: + """Get current database name.""" + return self.session.execute(text("SELECT current_schema()")).scalar() + + def table_simple_info(self): + """Get table simple info.""" + _sql = """ + SELECT table_schema||'.'||table_name + , listagg(column_name using parameters max_length=65000) + FROM v_catalog.columns + WHERE table_schema NOT LIKE 'v\_%' + GROUP BY 1; + """ + cursor = self.session.execute(text(_sql)) + results = cursor.fetchall() + return results + + def get_indexes(self, table_name): + """Get table indexes about specified table.""" + return [] diff --git a/dbgpt/datasource/rdbms/dialect/vertica/base.py b/dbgpt/datasource/rdbms/dialect/vertica/base.py new file mode 100644 index 000000000..3a970a38c --- /dev/null +++ b/dbgpt/datasource/rdbms/dialect/vertica/base.py @@ -0,0 +1,179 @@ +"""Base class for Vertica dialect.""" + +from __future__ import ( + absolute_import, + annotations, + division, + print_function, + unicode_literals, +) + +import logging +import re +from typing import Any, Optional + +from sqlalchemy import sql +from sqlalchemy.engine import default, reflection + +logger: logging.Logger = logging.getLogger(__name__) + + +class VerticaInspector(reflection.Inspector): + """Reflection inspector for Vertica.""" + + dialect: VerticaDialect + + def get_all_columns(self, table, schema: Optional[str] = None, **kw: Any): + r"""Return all table columns names within a particular schema.""" + return self.dialect.get_all_columns( + self.bind, table, schema, info_cache=self.info_cache, **kw + ) + + def get_table_comment(self, table_name: str, schema: Optional[str] = None, **kw): + """Return comment of a table in a schema.""" + return self.dialect.get_table_comment( + self.bind, table_name, schema, info_cache=self.info_cache, **kw + ) + + def get_view_columns( + self, view: Optional[str] = None, schema: Optional[str] = None, **kw: Any + ): + r"""Return all view columns names within a particular schema.""" + return self.dialect.get_view_columns( + self.bind, view, schema, info_cache=self.info_cache, **kw + ) + + def get_view_comment( + self, view: Optional[str] = None, schema: Optional[str] = None, **kw + ): + r"""Return view comments within a particular schema.""" + return self.dialect.get_view_comment( + self.bind, view, schema, info_cache=self.info_cache, **kw + ) + + +class VerticaDialect(default.DefaultDialect): + """Vertica dialect.""" + + name = "vertica" + inspector = VerticaInspector + + def __init__(self, json_serializer=None, json_deserializer=None, **kwargs): + """Init object.""" + default.DefaultDialect.__init__(self, **kwargs) + + self._json_deserializer = json_deserializer + self._json_serializer = json_serializer + + def initialize(self, connection): + """Init dialect.""" + super().initialize(connection) + + def _get_default_schema_name(self, connection): + return connection.scalar(sql.text("SELECT current_schema()")) + + def _get_server_version_info(self, connection): + v = connection.scalar(sql.text("SELECT version()")) + m = re.match(r".*Vertica Analytic Database v(\d+)\.(\d+)\.(\d)+.*", v) + if not m: + raise AssertionError( + "Could not determine version from string '%(ver)s'" % {"ver": v} + ) + return tuple([int(x) for x in m.group(1, 2, 3) if x is not None]) + + def create_connect_args(self, url): + """Create args of connection.""" + opts = url.translate_connect_args(username="user") + opts.update(url.query) + return [], opts + + def has_table(self, connection, table_name, schema=None): + """Check availability of a table.""" + return False + + def has_sequence(self, connection, sequence_name, schema=None): + """Check availability of a sequence.""" + return False + + def has_type(self, connection, type_name): + """Check availability of a type.""" + return False + + def get_schema_names(self, connection, **kw): + """Return names of all schemas.""" + return [] + + def get_table_comment(self, connection, table_name, schema=None, **kw): + """Return comment of a table in a schema.""" + return {"text": table_name} + + def get_table_names(self, connection, schema=None, **kw): + """Get names of tables in a schema.""" + return [] + + def get_temp_table_names(self, connection, schema=None, **kw): + """Get names of temp tables in a schema.""" + return [] + + def get_view_names(self, connection, schema=None, **kw): + """Get names of views in a schema.""" + return [] + + def get_view_definition(self, connection, view_name, schema=None, **kw): + """Get definition of views in a schema.""" + return view_name + + def get_temp_view_names(self, connection, schema=None, **kw): + """Get names of temp views in a schema.""" + return [] + + def get_unique_constraints(self, connection, table_name, schema=None, **kw): + """Get unique constrains of a table in a schema.""" + return [] + + def get_check_constraints(self, connection, table_name, schema=None, **kw): + """Get checks of a table in a schema.""" + return [] + + def normalize_name(self, name): + """Normalize name.""" + name = name and name.rstrip() + if name is None: + return None + return name.lower() + + def denormalize_name(self, name): + """Denormalize name.""" + return name + + def get_foreign_keys(self, connection, table_name, schema=None, **kw): + """Get poreignn keys of a table in a schema.""" + return [] + + def get_indexes(self, connection, table_name, schema, **kw): + """Get indexes of a table in a schema.""" + return [] + + def visit_create_index(self, create): + """Disable index creation since that's not a thing in Vertica.""" + return None + + def get_pk_constraint(self, connection, table_name, schema=None, **kw): + """Get primary keye of a table in a schema.""" + return None + + def get_all_columns(self, connection, table, schema=None, **kw): + """Get all columns of a table in a schema.""" + return [] + + def get_columns(self, connection, table_name, schema=None, **kw): + """Get all columns of a table in a schema.""" + return self.get_all_columns(connection, table_name, schema) + + def get_view_columns(self, connection, view, schema=None, **kw): + """Get columns of views in a schema.""" + return [] + + def get_view_comment(self, connection, view, schema=None, **kw): + """Get comment of view.""" + return {"text": view} diff --git a/dbgpt/datasource/rdbms/dialect/vertica/dialect_vertica_python.py b/dbgpt/datasource/rdbms/dialect/vertica/dialect_vertica_python.py new file mode 100644 index 000000000..1ccfcb171 --- /dev/null +++ b/dbgpt/datasource/rdbms/dialect/vertica/dialect_vertica_python.py @@ -0,0 +1,23 @@ +"""Vertica dialect.""" + +from __future__ import absolute_import, division, print_function + +from .base import VerticaDialect as BaseVerticaDialect + + +# noinspection PyAbstractClass, PyClassHasNoInit +class VerticaDialect(BaseVerticaDialect): + """Vertica dialect class.""" + + driver = "vertica_python" + # TODO: support SQL caching, for more info see: + # https://docs.sqlalchemy.org/en/14/core/connections.html#caching-for-third-party-dialects + supports_statement_cache = False + # No lastrowid support. TODO support SELECT LAST_INSERT_ID(); + postfetch_lastrowid = False + + @classmethod + def dbapi(cls): + """Get Driver.""" + vertica_python = __import__("vertica_python") + return vertica_python diff --git a/dbgpt/storage/schema.py b/dbgpt/storage/schema.py index 8be2b8098..be604dea5 100644 --- a/dbgpt/storage/schema.py +++ b/dbgpt/storage/schema.py @@ -23,6 +23,7 @@ class DBType(Enum): Oracle = DbInfo("oracle") MSSQL = DbInfo("mssql") Postgresql = DbInfo("postgresql") + Vertica = DbInfo("vertica") Clickhouse = DbInfo("clickhouse") StarRocks = DbInfo("starrocks") Spark = DbInfo("spark", True) diff --git a/docker/examples/sqls/case_1_student_manager_vertica.sql b/docker/examples/sqls/case_1_student_manager_vertica.sql new file mode 100644 index 000000000..38835c5d1 --- /dev/null +++ b/docker/examples/sqls/case_1_student_manager_vertica.sql @@ -0,0 +1,78 @@ +CREATE SCHEMA case_1_student_manager; +COMMENT ON SCHEMA case_1_student_manager is '学校管理系统'; + +SET SEARCH_PATH = case_1_student_manager; + +CREATE TABLE students ( + student_id INT PRIMARY KEY, + student_name VARCHAR(100), + major VARCHAR(100), + year_of_enrollment INT, + student_age INT +); +COMMENT ON TABLE students IS '学生信息表'; +COMMENT ON COLUMN students.student_name IS '学生姓名'; +COMMENT ON COLUMN students.major IS '专业'; +COMMENT ON COLUMN students.year_of_enrollment IS '入学年份'; +COMMENT ON COLUMN students.student_age IS '学生年龄'; + +CREATE TABLE courses ( + course_id INT PRIMARY KEY, + course_name VARCHAR(100), + credit FLOAT +); +COMMENT ON TABLE courses IS '课程信息表'; +COMMENT ON COLUMN courses.course_name IS '课程名称'; +COMMENT ON COLUMN courses.credit IS '学分'; + +CREATE TABLE scores ( + student_id INT, + course_id INT, + score INT, + semester VARCHAR(50), + PRIMARY KEY (student_id, course_id), + FOREIGN KEY (student_id) REFERENCES students(student_id), + FOREIGN KEY (course_id) REFERENCES courses(course_id) +); +COMMENT ON TABLE scores IS '学生成绩表'; +COMMENT ON COLUMN scores.score IS '得分'; +COMMENT ON COLUMN scores.semester IS '学期'; + + +INSERT INTO students (student_id, student_name, major, year_of_enrollment, student_age) VALUES +(1, '张三', '计算机科学', 2020, 20), +(2, '李四', '计算机科学', 2021, 19), +(3, '王五', '物理学', 2020, 21), +(4, '赵六', '数学', 2021, 19), +(5, '周七', '计算机科学', 2022, 18), +(6, '吴八', '物理学', 2020, 21), +(7, '郑九', '数学', 2021, 19), +(8, '孙十', '计算机科学', 2022, 18), +(9, '刘十一', '物理学', 2020, 21), +(10, '陈十二', '数学', 2021, 19); + +INSERT INTO courses (course_id, course_name, credit) VALUES +(1, '计算机基础', 3), +(2, '数据结构', 4), +(3, '高等物理', 3), +(4, '线性代数', 4), +(5, '微积分', 5), +(6, '编程语言', 4), +(7, '量子力学', 3), +(8, '概率论', 4), +(9, '数据库系统', 4), +(10, '计算机网络', 4); + +INSERT INTO scores (student_id, course_id, score, semester) VALUES +(1, 1, 90, '2020年秋季'), +(1, 2, 85, '2021年春季'), +(2, 1, 88, '2021年秋季'), +(2, 2, 90, '2022年春季'), +(3, 3, 92, '2020年秋季'), +(3, 4, 85, '2021年春季'), +(4, 3, 88, '2021年秋季'), +(4, 4, 86, '2022年春季'), +(5, 1, 90, '2022年秋季'), +(5, 2, 87, '2023年春季'); + +COMMIT; diff --git a/docker/examples/sqls/case_2_ecom_vertica.sql b/docker/examples/sqls/case_2_ecom_vertica.sql new file mode 100644 index 000000000..5c2497d1a --- /dev/null +++ b/docker/examples/sqls/case_2_ecom_vertica.sql @@ -0,0 +1,78 @@ +CREATE SCHEMA case_2_ecom; +COMMENT ON SCHEMA case_2_ecom is '电子商务系统'; + +SET SEARCH_PATH = case_2_ecom; + +CREATE TABLE users ( + user_id INT PRIMARY KEY, + user_name VARCHAR(100), + user_email VARCHAR(100), + registration_date DATE, + user_country VARCHAR(100) +); +COMMENT ON TABLE users IS '用户信息表'; +COMMENT ON COLUMN users.user_name IS '用户名'; +COMMENT ON COLUMN users.user_email IS '用户邮箱'; +COMMENT ON COLUMN users.registration_date IS '注册日期'; +COMMENT ON COLUMN users.user_country IS '用户国家'; + +CREATE TABLE products ( + product_id INT PRIMARY KEY, + product_name VARCHAR(100), + product_price FLOAT +); +COMMENT ON TABLE products IS '商品信息表'; +COMMENT ON COLUMN products.product_name IS '商品名称'; +COMMENT ON COLUMN products.product_price IS '商品价格'; + +CREATE TABLE orders ( + order_id INT PRIMARY KEY, + user_id INT, + product_id INT, + quantity INT, + order_date DATE, + FOREIGN KEY (user_id) REFERENCES users(user_id), + FOREIGN KEY (product_id) REFERENCES products(product_id) +); +COMMENT ON TABLE orders IS '订单信息表'; +COMMENT ON COLUMN orders.quantity IS '数量'; +COMMENT ON COLUMN orders.order_date IS '订单日期'; + + +INSERT INTO users (user_id, user_name, user_email, registration_date, user_country) VALUES +(1, 'John', 'john@gmail.com', '2020-01-01', 'USA'), +(2, 'Mary', 'mary@gmail.com', '2021-01-01', 'UK'), +(3, 'Bob', 'bob@gmail.com', '2020-01-01', 'USA'), +(4, 'Alice', 'alice@gmail.com', '2021-01-01', 'UK'), +(5, 'Charlie', 'charlie@gmail.com', '2020-01-01', 'USA'), +(6, 'David', 'david@gmail.com', '2021-01-01', 'UK'), +(7, 'Eve', 'eve@gmail.com', '2020-01-01', 'USA'), +(8, 'Frank', 'frank@gmail.com', '2021-01-01', 'UK'), +(9, 'Grace', 'grace@gmail.com', '2020-01-01', 'USA'), +(10, 'Helen', 'helen@gmail.com', '2021-01-01', 'UK'); + +INSERT INTO products (product_id, product_name, product_price) VALUES +(1, 'iPhone', 699), +(2, 'Samsung Galaxy', 599), +(3, 'iPad', 329), +(4, 'Macbook', 1299), +(5, 'Apple Watch', 399), +(6, 'AirPods', 159), +(7, 'Echo', 99), +(8, 'Kindle', 89), +(9, 'Fire TV Stick', 39), +(10, 'Echo Dot', 49); + +INSERT INTO orders (order_id, user_id, product_id, quantity, order_date) VALUES +(1, 1, 1, 1, '2022-01-01'), +(2, 1, 2, 1, '2022-02-01'), +(3, 2, 3, 2, '2022-03-01'), +(4, 2, 4, 1, '2022-04-01'), +(5, 3, 5, 2, '2022-05-01'), +(6, 3, 6, 3, '2022-06-01'), +(7, 4, 7, 2, '2022-07-01'), +(8, 4, 8, 1, '2022-08-01'), +(9, 5, 9, 2, '2022-09-01'), +(10, 5, 10, 3, '2022-10-01'); + +COMMIT; diff --git a/docker/examples/sqls/test_case_info_vertica.sql b/docker/examples/sqls/test_case_info_vertica.sql new file mode 100644 index 000000000..f4a1b0dec --- /dev/null +++ b/docker/examples/sqls/test_case_info_vertica.sql @@ -0,0 +1,29 @@ +CREATE SCHEMA test_case_info; +COMMENT ON SCHEMA test_case_info is '测试用例信息'; + +SET SEARCH_PATH = test_case_info; + +CREATE TABLE test_cases ( + case_id SERIAL /*INT AUTO_INCREMENT*/ PRIMARY KEY, + scenario_name VARCHAR(100), + scenario_description VARCHAR(6500), + test_question VARCHAR(500), + expected_sql VARCHAR(6500), + correct_output VARCHAR(6500) +); +COMMENT ON TABLE test_cases IS '测试用例表'; +COMMENT ON COLUMN test_cases.scenario_name IS '场景名称'; +COMMENT ON COLUMN test_cases.scenario_description IS '场景描述'; +COMMENT ON COLUMN test_cases.test_question IS '测试问题'; +COMMENT ON COLUMN test_cases.expected_sql IS '预期SQL'; +COMMENT ON COLUMN test_cases.correct_output IS '正确输出'; + +INSERT INTO test_cases (scenario_name, scenario_description, test_question, expected_sql, correct_output) VALUES +('学校管理系统', '测试SQL助手的联合查询，条件查询和排序功能', '查询所有学生的姓名，专业和成绩，按成绩降序排序', 'SELECT students.student_name, students.major, scores.score FROM students JOIN scores ON students.student_id = scores.student_id ORDER BY scores.score DESC;', '返回所有学生的姓名，专业和成绩，按成绩降序排序的结果'), +('学校管理系统', '测试SQL助手的联合查询，条件查询和排序功能', '查询计算机科学专业的学生的平均成绩', 'SELECT AVG(scores.score) as avg_score FROM students JOIN scores ON students.student_id = scores.student_id WHERE students.major = ''计算机科学'';', '返回计算机科学专业学生的平均成绩'), +('学校管理系统', '测试SQL助手的联合查询，条件查询和排序功能', '查询哪些学生在2023年秋季学期的课程学分总和超过15', 'SELECT students.student_name FROM students JOIN scores ON students.student_id = scores.student_id JOIN courses ON scores.course_id = courses.course_id WHERE scores.semester = ''2023年秋季'' GROUP BY students.student_id HAVING SUM(courses.credit) > 15;', '返回在2023年秋季学期的课程学分总和超过15的学生的姓名'), +('电商系统', '测试SQL助手的数据聚合和分组功能', '查询每个用户的总订单数量', 'SELECT users.user_name, COUNT(orders.order_id) as order_count FROM users JOIN orders ON users.user_id = orders.user_id GROUP BY users.user_id;', '返回每个用户的总订单数量'), +('电商系统', '测试SQL助手的数据聚合和分组功能', '查询每种商品的总销售额', 'SELECT products.product_name, SUM(products.product_price * orders.quantity) as total_sales FROM products JOIN orders ON products.product_id = orders.product_id GROUP BY products.product_id;', '返回每种商品的总销售额'), +('电商系统', '测试SQL助手的数据聚合和分组功能', '查询2023年最受欢迎的商品（订单数量最多的商品）', 'SELECT products.product_name FROM products JOIN orders ON products.product_id = orders.product_id WHERE YEAR(orders.order_date) = 2023 GROUP BY products.product_id ORDER BY COUNT(orders.order_id) DESC LIMIT 1;', '返回2023年最受欢迎的商品（订单数量最多的商品）的名称'); + +COMMIT; diff --git a/docs/docs/modules/connections.md b/docs/docs/modules/connections.md index 2a1b1b282..8e6d560a3 100644 --- a/docs/docs/modules/connections.md +++ b/docs/docs/modules/connections.md @@ -7,6 +7,7 @@ The list of data sources we currently support is as follows. | ------------------------------------------------------------------------------ |---------| ------------------------------------------- | | [MySQL](https://www.mysql.com/) | Yes | MySQL is the world's most popular open source database. | | [PostgresSQL](https://www.postgresql.org/) | Yes | The World's Most Advanced Open Source Relational Database | +| [Vertica](https://www.vertica.com/) | Yes | Vertica is a strongly consistent, ACID-compliant, SQL data warehouse, built for the scale and complexity of today’s data-driven world. | | [Spark](https://github.com/apache/spark) | Yes | Unified Engine for large-scale data analytics | | [DuckDB](https://github.com/duckdb/duckdb) | Yes | DuckDB is an in-process SQL OLAP database management system | | [Sqlite](https://github.com/sqlite/sqlite) | Yes | | @@ -22,4 +23,4 @@ The list of data sources we currently support is as follows. | [Elasticsearch](https://github.com/elastic/elasticsearch) | No | Free and Open, Distributed, RESTful Search Engine | | [OceanBase](https://github.com/OceanBase) | No | OceanBase is a distributed relational database. | | [TiDB](https://github.com/pingcap/tidb) | No | TODO | -| [StarRocks](https://github.com/StarRocks/starrocks) | Yes | StarRocks is a next-gen, high-performance analytical data warehouse | \ No newline at end of file +| [StarRocks](https://github.com/StarRocks/starrocks) | Yes | StarRocks is a next-gen, high-performance analytical data warehouse | diff --git a/setup.py b/setup.py index b746384d3..0ee8c9fa9 100644 --- a/setup.py +++ b/setup.py @@ -609,6 +609,7 @@ def all_datasource_requires(): "thrift", "thrift_sasl", "neo4j", + "vertica_python", ] diff --git a/web/public/icons/vertica.png b/web/public/icons/vertica.png new file mode 100644 index 000000000..f49f2cb88 Binary files /dev/null and b/web/public/icons/vertica.png differ diff --git a/web/types/db.ts b/web/types/db.ts index 0222d0efa..31c62b584 100644 --- a/web/types/db.ts +++ b/web/types/db.ts @@ -8,6 +8,7 @@ export type DBType = | 'clickhouse' | 'oracle' | 'postgresql' + | 'vertica' | 'db2' | 'access' | 'mongodb' diff --git a/web/utils/constants.ts b/web/utils/constants.ts index 028df69ff..8c5876da4 100644 --- a/web/utils/constants.ts +++ b/web/utils/constants.ts @@ -64,6 +64,11 @@ export const dbMapper: Record