diff --git a/pykoi/chat/db/comparator_database.py b/pykoi/chat/db/comparator_database.py index e1f9a74..768a15f 100644 --- a/pykoi/chat/db/comparator_database.py +++ b/pykoi/chat/db/comparator_database.py @@ -4,6 +4,9 @@ from typing import List, Tuple +import pandas as pd + + from pykoi.chat.db.abs_database import AbsDatabase @@ -64,9 +67,7 @@ def update(self, **kwargs) -> None: """ Updates the database. """ - raise NotImplementedError( - "ComparatorQuestionDatabase does not support update." - ) + raise NotImplementedError("ComparatorQuestionDatabase does not support update.") def retrieve_all(self) -> List[Tuple]: """ @@ -175,9 +176,7 @@ def update(self, **kwargs) -> None: """ with self._lock: cursor = self.get_cursor() - cursor.execute( - query, (kwargs["rank"], kwargs["qid"], kwargs["model"]) - ) + cursor.execute(query, (kwargs["rank"], kwargs["qid"], kwargs["model"])) self.get_connection().commit() if self._debug: rows = self.retrieve_all() @@ -217,3 +216,35 @@ def print_table(self, rows: List[Tuple]) -> None: f"Answer: {row[4]}, " f"Timestamp: {row[5]}" ) + + def retrieve_all_question_answers_as_pandas(self) -> pd.DataFrame: + """ + Retrieves all data by joining the comparator and comparator_question tables as a pandas dataframe. + + Returns: + DataFrame: A pandas dataframe. + """ + join_query = """ + SELECT + comparator.id, + comparator.model, + comparator.qid, + comparator_question.question, + comparator.rank, + comparator.answer, + comparator.timestamp + FROM comparator + INNER JOIN comparator_question + ON comparator.qid = comparator_question.id; + """ + + with self._lock: + cursor = self.get_cursor() + cursor.execute(join_query) + rows = cursor.fetchall() + + df = pd.DataFrame( + rows, + columns=["ID", "Model", "QID", "Question", "Rank", "Answer", "Timestamp"], + ) + return df diff --git a/pykoi/component/base.py b/pykoi/component/base.py index 44960f3..d413eb2 100644 --- a/pykoi/component/base.py +++ b/pykoi/component/base.py @@ -4,6 +4,7 @@ from pykoi.component.chatbot_database_factory import ChatbotDatabaseFactory from pykoi.component.constants import FeedbackType +from pykoi.chat.db.comparator_database import ComparatorDatabase from pykoi.chat.db.qa_database import QuestionAnswerDatabase from pykoi.chat.db.rag_database import RAGDatabase from pykoi.chat.db.ranking_database import RankingDatabase @@ -42,9 +43,7 @@ class Component: props (Dict[str, Any]): Additional properties for the component. """ - def __init__( - self, fetch_func: Optional[Callable], svelte_component: str, **kwargs - ): + def __init__(self, fetch_func: Optional[Callable], svelte_component: str, **kwargs): """ Initialize a new instance of Component. @@ -54,9 +53,7 @@ def __init__( kwargs: Additional properties for the component. """ self.id = str(uuid.uuid4()) # Generate a unique ID - self.data_source = ( - DataSource(self.id, fetch_func) if fetch_func else None - ) + self.data_source = DataSource(self.id, fetch_func) if fetch_func else None self.svelte_component = svelte_component self.props = kwargs @@ -81,6 +78,7 @@ def __init__(self, fetch_func: Callable, value_column: List[str], **kwargs): super().__init__(fetch_func, "Dropdown", **kwargs) self.value_column = value_column + class RAG(Component): """ RAG class represents a RAG component. @@ -138,5 +136,8 @@ def __init__(self, database: any, **kwargs): database (QuestionAnswerDatabase): The database to use for the dashboard. kwargs: Additional properties for the dashboard. 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r===-1?!0:r===0?!1:le.setPageIndex(l=>l-1),nextPage:()=>e.setPageIndex(l=>l+1),getPrePaginationRowModel:()=>e.getExpandedRowModel(),getPaginationRowModel:()=>(!e._getPaginationRowModel&&e.options.getPaginationRowModel&&(e._getPaginationRowModel=e.options.getPaginationRowModel(e)),e.options.manualPagination||!e._getPaginationRowModel?e.getPrePaginationRowModel():e._getPaginationRowModel()),getPageCount:()=>{var l;return(l=e.options.pageCount)!=null?l:Math.ceil(e.getPrePaginationRowModel().rows.length/e.getState().pagination.pageSize)}}}},Wl=()=>({left:[],right:[]}),km={getInitialState:e=>({columnPinning:Wl(),...e}),getDefaultOptions:e=>({onColumnPinningChange:Ue("columnPinning",e)}),createColumn:(e,t)=>({pin:n=>{const l=e.getLeafColumns().map(r=>r.id).filter(Boolean);t.setColumnPinning(r=>{var o,s;if(n==="right"){var u,a;return{left:((u=r==null?void 0:r.left)!=null?u:[]).filter(d=>!(l!=null&&l.includes(d))),right:[...((a=r==null?void 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n;return(n=t.options.debugAll)!=null?n:t.options.debugRows}})}),createTable:e=>({setColumnPinning:t=>e.options.onColumnPinningChange==null?void 0:e.options.onColumnPinningChange(t),resetColumnPinning:t=>{var n,l;return e.setColumnPinning(t?Wl():(n=(l=e.initialState)==null?void 0:l.columnPinning)!=null?n:Wl())},getIsSomeColumnsPinned:t=>{var n;const l=e.getState().columnPinning;if(!t){var r,o;return!!((r=l.left)!=null&&r.length||(o=l.right)!=null&&o.length)}return!!((n=l[t])!=null&&n.length)},getLeftLeafColumns:Q(()=>[e.getAllLeafColumns(),e.getState().columnPinning.left],(t,n)=>(n??[]).map(l=>t.find(r=>r.id===l)).filter(Boolean),{key:!1,debug:()=>{var t;return(t=e.options.debugAll)!=null?t:e.options.debugColumns}}),getRightLeafColumns:Q(()=>[e.getAllLeafColumns(),e.getState().columnPinning.right],(t,n)=>(n??[]).map(l=>t.find(r=>r.id===l)).filter(Boolean),{key:!1,debug:()=>{var t;return(t=e.options.debugAll)!=null?t:e.options.debugColumns}}),getCenterLeafColumns:Q(()=>[e.getAllLeafColumns(),e.getState().columnPinning.left,e.getState().columnPinning.right],(t,n,l)=>{const r=[...n??[],...l??[]];return t.filter(o=>!r.includes(o.id))},{key:!1,debug:()=>{var t;return(t=e.options.debugAll)!=null?t:e.options.debugColumns}})})},Sm={getInitialState:e=>({rowSelection:{},...e}),getDefaultOptions:e=>({onRowSelectionChange:Ue("rowSelection",e),enableRowSelection:!0,enableMultiRowSelection:!0,enableSubRowSelection:!0}),createTable:e=>({setRowSelection:t=>e.options.onRowSelectionChange==null?void 0:e.options.onRowSelectionChange(t),resetRowSelection:t=>{var n;return e.setRowSelection(t?{}:(n=e.initialState.rowSelection)!=null?n:{})},toggleAllRowsSelected:t=>{e.setRowSelection(n=>{t=typeof t<"u"?t:!e.getIsAllRowsSelected();const l={...n},r=e.getPreGroupedRowModel().flatRows;return t?r.forEach(o=>{o.getCanSelect()&&(l[o.id]=!0)}):r.forEach(o=>{delete 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t;return(t=e.options.debugAll)!=null?t:e.options.debugTable}}),getIsAllRowsSelected:()=>{const t=e.getFilteredRowModel().flatRows,{rowSelection:n}=e.getState();let l=!!(t.length&&Object.keys(n).length);return l&&t.some(r=>r.getCanSelect()&&!n[r.id])&&(l=!1),l},getIsAllPageRowsSelected:()=>{const t=e.getPaginationRowModel().flatRows.filter(r=>r.getCanSelect()),{rowSelection:n}=e.getState();let l=!!t.length;return l&&t.some(r=>!n[r.id])&&(l=!1),l},getIsSomeRowsSelected:()=>{var t;const n=Object.keys((t=e.getState().rowSelection)!=null?t:{}).length;return n>0&&n{const t=e.getPaginationRowModel().flatRows;return e.getIsAllPageRowsSelected()?!1:t.filter(n=>n.getCanSelect()).some(n=>n.getIsSelected()||n.getIsSomeSelected())},getToggleAllRowsSelectedHandler:()=>t=>{e.toggleAllRowsSelected(t.target.checked)},getToggleAllPageRowsSelectedHandler:()=>t=>{e.toggleAllPageRowsSelected(t.target.checked)}}),createRow:(e,t)=>({toggleSelected:n=>{const l=e.getIsSelected();t.setRowSelection(r=>{if(n=typeof n<"u"?n:!l,l===n)return r;const o={...r};return wr(o,e.id,n,t),o})},getIsSelected:()=>{const{rowSelection:n}=t.getState();return Vr(e,n)},getIsSomeSelected:()=>{const{rowSelection:n}=t.getState();return cs(e,n)==="some"},getIsAllSubRowsSelected:()=>{const{rowSelection:n}=t.getState();return cs(e,n)==="all"},getCanSelect:()=>{var n;return typeof t.options.enableRowSelection=="function"?t.options.enableRowSelection(e):(n=t.options.enableRowSelection)!=null?n:!0},getCanSelectSubRows:()=>{var n;return typeof t.options.enableSubRowSelection=="function"?t.options.enableSubRowSelection(e):(n=t.options.enableSubRowSelection)!=null?n:!0},getCanMultiSelect:()=>{var n;return typeof t.options.enableMultiRowSelection=="function"?t.options.enableMultiRowSelection(e):(n=t.options.enableMultiRowSelection)!=null?n:!0},getToggleSelectedHandler:()=>{const n=e.getCanSelect();return l=>{var r;n&&e.toggleSelected((r=l.target)==null?void 0:r.checked)}}})},wr=(e,t,n,l)=>{var r;const o=l.getRow(t);n?(o.getCanMultiSelect()||Object.keys(e).forEach(s=>delete e[s]),o.getCanSelect()&&(e[t]=!0)):delete e[t],(r=o.subRows)!=null&&r.length&&o.getCanSelectSubRows()&&o.subRows.forEach(s=>wr(e,s.id,n,l))};function Xl(e,t){const n=e.getState().rowSelection,l=[],r={},o=function(s,u){return s.map(a=>{var f;const c=Vr(a,n);if(c&&(l.push(a),r[a.id]=a),(f=a.subRows)!=null&&f.length&&(a={...a,subRows:o(a.subRows)}),c)return a}).filter(Boolean)};return{rows:o(t.rows),flatRows:l,rowsById:r}}function Vr(e,t){var n;return(n=t[e.id])!=null?n:!1}function cs(e,t,n){if(e.subRows&&e.subRows.length){let l=!0,r=!1;return e.subRows.forEach(o=>{r&&!l||(Vr(o,t)?r=!0:l=!1)}),l?"all":r?"some":!1}return!1}const yr=/([0-9]+)/gm,Cm=(e,t,n)=>du(Ct(e.getValue(n)).toLowerCase(),Ct(t.getValue(n)).toLowerCase()),$m=(e,t,n)=>du(Ct(e.getValue(n)),Ct(t.getValue(n))),Rm=(e,t,n)=>zr(Ct(e.getValue(n)).toLowerCase(),Ct(t.getValue(n)).toLowerCase()),Am=(e,t,n)=>zr(Ct(e.getValue(n)),Ct(t.getValue(n))),Mm=(e,t,n)=>{const l=e.getValue(n),r=t.getValue(n);return l>r?1:lzr(e.getValue(n),t.getValue(n));function zr(e,t){return e===t?0:e>t?1:-1}function Ct(e){return typeof e=="number"?isNaN(e)||e===1/0||e===-1/0?"":String(e):typeof e=="string"?e:""}function du(e,t){const n=e.split(yr).filter(Boolean),l=t.split(yr).filter(Boolean);for(;n.length&&l.length;){const r=n.shift(),o=l.shift(),s=parseInt(r,10),u=parseInt(o,10),a=[s,u].sort();if(isNaN(a[0])){if(r>o)return 1;if(o>r)return-1;continue}if(isNaN(a[1]))return isNaN(s)?-1:1;if(s>u)return 1;if(u>s)return-1}return n.length-l.length}const an={alphanumeric:Cm,alphanumericCaseSensitive:$m,text:Rm,textCaseSensitive:Am,datetime:Mm,basic:Em},Fm={getInitialState:e=>({sorting:[],...e}),getDefaultColumnDef:()=>({sortingFn:"auto"}),getDefaultOptions:e=>({onSortingChange:Ue("sorting",e),isMultiSortEvent:t=>t.shiftKey}),createColumn:(e,t)=>({getAutoSortingFn:()=>{const n=t.getFilteredRowModel().flatRows.slice(10);let l=!1;for(const r of n){const o=r==null?void 0:r.getValue(e.id);if(Object.prototype.toString.call(o)==="[object Date]")return an.datetime;if(typeof o=="string"&&(l=!0,o.split(yr).length>1))return an.alphanumeric}return l?an.text:an.basic},getAutoSortDir:()=>{const n=t.getFilteredRowModel().flatRows[0];return typeof(n==null?void 0:n.getValue(e.id))=="string"?"asc":"desc"},getSortingFn:()=>{var n,l;if(!e)throw new Error;return bl(e.columnDef.sortingFn)?e.columnDef.sortingFn:e.columnDef.sortingFn==="auto"?e.getAutoSortingFn():(n=(l=t.options.sortingFns)==null?void 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s?s!==o&&((l=t.options.enableSortingRemoval)==null||l)&&(!(n&&(r=t.options.enableMultiRemove)!=null)||r)?!1:s==="desc"?"asc":"desc":o},getCanSort:()=>{var n,l;return((n=e.columnDef.enableSorting)!=null?n:!0)&&((l=t.options.enableSorting)!=null?l:!0)&&!!e.accessorFn},getCanMultiSort:()=>{var n,l;return(n=(l=e.columnDef.enableMultiSort)!=null?l:t.options.enableMultiSort)!=null?n:!!e.accessorFn},getIsSorted:()=>{var n;const l=(n=t.getState().sorting)==null?void 0:n.find(r=>r.id===e.id);return l?l.desc?"desc":"asc":!1},getSortIndex:()=>{var n,l;return(n=(l=t.getState().sorting)==null?void 0:l.findIndex(r=>r.id===e.id))!=null?n:-1},clearSorting:()=>{t.setSorting(n=>n!=null&&n.length?n.filter(l=>l.id!==e.id):[])},getToggleSortingHandler:()=>{const n=e.getCanSort();return l=>{n&&(l.persist==null||l.persist(),e.toggleSorting==null||e.toggleSorting(void 0,e.getCanMultiSort()?t.options.isMultiSortEvent==null?void 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n,l;return((n=e.columnDef.enableHiding)!=null?n:!0)&&((l=t.options.enableHiding)!=null?l:!0)},getToggleVisibilityHandler:()=>n=>{e.toggleVisibility==null||e.toggleVisibility(n.target.checked)}}),createRow:(e,t)=>({_getAllVisibleCells:Q(()=>[e.getAllCells(),t.getState().columnVisibility],n=>n.filter(l=>l.column.getIsVisible()),{key:"row._getAllVisibleCells",debug:()=>{var n;return(n=t.options.debugAll)!=null?n:t.options.debugRows}}),getVisibleCells:Q(()=>[e.getLeftVisibleCells(),e.getCenterVisibleCells(),e.getRightVisibleCells()],(n,l,r)=>[...n,...l,...r],{key:!1,debug:()=>{var n;return(n=t.options.debugAll)!=null?n:t.options.debugRows}})}),createTable:e=>{const t=(n,l)=>Q(()=>[l(),l().filter(r=>r.getIsVisible()).map(r=>r.id).join("_")],r=>r.filter(o=>o.getIsVisible==null?void 0:o.getIsVisible()),{key:n,debug:()=>{var r;return(r=e.options.debugAll)!=null?r:e.options.debugColumns}});return{getVisibleFlatColumns:t("getVisibleFlatColumns",()=>e.getAllFlatColumns()),getVisibleLeafColumns:t("getVisibleLeafColumns",()=>e.getAllLeafColumns()),getLeftVisibleLeafColumns:t("getLeftVisibleLeafColumns",()=>e.getLeftLeafColumns()),getRightVisibleLeafColumns:t("getRightVisibleLeafColumns",()=>e.getRightLeafColumns()),getCenterVisibleLeafColumns:t("getCenterVisibleLeafColumns",()=>e.getCenterLeafColumns()),setColumnVisibility:n=>e.options.onColumnVisibilityChange==null?void 0:e.options.onColumnVisibilityChange(n),resetColumnVisibility:n=>{var l;e.setColumnVisibility(n?{}:(l=e.initialState.columnVisibility)!=null?l:{})},toggleAllColumnsVisible:n=>{var l;n=(l=n)!=null?l:!e.getIsAllColumnsVisible(),e.setColumnVisibility(e.getAllLeafColumns().reduce((r,o)=>({...r,[o.id]:n||!(o.getCanHide!=null&&o.getCanHide())}),{}))},getIsAllColumnsVisible:()=>!e.getAllLeafColumns().some(n=>!(n.getIsVisible!=null&&n.getIsVisible())),getIsSomeColumnsVisible:()=>e.getAllLeafColumns().some(n=>n.getIsVisible==null?void 0:n.getIsVisible()),getToggleAllColumnsVisibilityHandler:()=>n=>{var l;e.toggleAllColumnsVisible((l=n.target)==null?void 0:l.checked)}}}},ds=[rm,Dm,wm,km,am,Fm,vm,sm,ym,Sm,im];function Im(e){var t;(e.debugAll||e.debugTable)&&console.info("Creating Table Instance...");let n={_features:ds};const l=n._features.reduce((c,d)=>Object.assign(c,d.getDefaultOptions==null?void 0:d.getDefaultOptions(n)),{}),r=c=>n.options.mergeOptions?n.options.mergeOptions(l,c):{...l,...c};let s={...{},...(t=e.initialState)!=null?t:{}};n._features.forEach(c=>{var d;s=(d=c.getInitialState==null?void 0:c.getInitialState(s))!=null?d:s});const u=[];let a=!1;const 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gu={À:"A",Á:"A",Â:"A",Ã:"A",Ä:"A",Å:"A",Ấ:"A",Ắ:"A",Ẳ:"A",Ẵ:"A",Ặ:"A",Æ:"AE",Ầ:"A",Ằ:"A",Ȃ:"A",Ç:"C",Ḉ:"C",È:"E",É:"E",Ê:"E",Ë:"E",Ế:"E",Ḗ:"E",Ề:"E",Ḕ:"E",Ḝ:"E",Ȇ:"E",Ì:"I",Í:"I",Î:"I",Ï:"I",Ḯ:"I",Ȋ:"I",Ð:"D",Ñ:"N",Ò:"O",Ó:"O",Ô:"O",Õ:"O",Ö:"O",Ø:"O",Ố:"O",Ṍ:"O",Ṓ:"O",Ȏ:"O",Ù:"U",Ú:"U",Û:"U",Ü:"U",Ý:"Y",à:"a",á:"a",â:"a",ã:"a",ä:"a",å:"a",ấ:"a",ắ:"a",ẳ:"a",ẵ:"a",ặ:"a",æ:"ae",ầ:"a",ằ:"a",ȃ:"a",ç:"c",ḉ:"c",è:"e",é:"e",ê:"e",ë:"e",ế:"e",ḗ:"e",ề:"e",ḕ:"e",ḝ:"e",ȇ:"e",ì:"i",í:"i",î:"i",ï:"i",ḯ:"i",ȋ:"i",ð:"d",ñ:"n",ò:"o",ó:"o",ô:"o",õ:"o",ö:"o",ø:"o",ố:"o",ṍ:"o",ṓ:"o",ȏ:"o",ù:"u",ú:"u",û:"u",ü:"u",ý:"y",ÿ:"y",Ā:"A",ā:"a",Ă:"A",ă:"a",Ą:"A",ą:"a",Ć:"C",ć:"c",Ĉ:"C",ĉ:"c",Ċ:"C",ċ:"c",Č:"C",č:"c",C̆:"C",c̆:"c",Ď:"D",ď:"d",Đ:"D",đ:"d",Ē:"E",ē:"e",Ĕ:"E",ĕ:"e",Ė:"E",ė:"e",Ę:"E",ę:"e",Ě:"E",ě:"e",Ĝ:"G",Ǵ:"G",ĝ:"g",ǵ:"g",Ğ:"G",ğ:"g",Ġ:"G",ġ:"g",Ģ:"G",ģ:"g",Ĥ:"H",ĥ:"h",Ħ:"H",ħ:"h",Ḫ:"H",ḫ:"h",Ĩ:"I",ĩ:"i",Ī:"I",ī:"i",Ĭ:"I",ĭ:"i",Į:"I",į:"i",İ:"I",ı:"i",IJ:"IJ",ij:"ij",Ĵ:"J",ĵ:"j",Ķ:"K",ķ:"k",Ḱ:"K",ḱ:"k",K̆:"K",k̆:"k",Ĺ:"L",ĺ:"l",Ļ:"L",ļ:"l",Ľ:"L",ľ:"l",Ŀ:"L",ŀ:"l",Ł:"l",ł:"l",Ḿ:"M",ḿ:"m",M̆:"M",m̆:"m",Ń:"N",ń:"n",Ņ:"N",ņ:"n",Ň:"N",ň:"n",ʼn:"n",N̆:"N",n̆:"n",Ō:"O",ō:"o",Ŏ:"O",ŏ:"o",Ő:"O",ő:"o",Œ:"OE",œ:"oe",P̆:"P",p̆:"p",Ŕ:"R",ŕ:"r",Ŗ:"R",ŗ:"r",Ř:"R",ř:"r",R̆:"R",r̆:"r",Ȓ:"R",ȓ:"r",Ś:"S",ś:"s",Ŝ:"S",ŝ:"s",Ş:"S",Ș:"S",ș:"s",ş:"s",Š:"S",š:"s",Ţ:"T",ţ:"t",ț:"t",Ț:"T",Ť:"T",ť:"t",Ŧ:"T",ŧ:"t",T̆:"T",t̆:"t",Ũ:"U",ũ:"u",Ū:"U",ū:"u",Ŭ:"U",ŭ:"u",Ů:"U",ů:"u",Ű:"U",ű:"u",Ų:"U",ų:"u",Ȗ:"U",ȗ:"u",V̆:"V",v̆:"v",Ŵ:"W",ŵ:"w",Ẃ:"W",ẃ:"w",X̆:"X",x̆:"x",Ŷ:"Y",ŷ:"y",Ÿ:"Y",Y̆:"Y",y̆:"y",Ź:"Z",ź:"z",Ż:"Z",ż:"z",Ž:"Z",ž:"z",ſ:"s",ƒ:"f",Ơ:"O",ơ:"o",Ư:"U",ư:"u",Ǎ:"A",ǎ:"a",Ǐ:"I",ǐ:"i",Ǒ:"O",ǒ:"o",Ǔ:"U",ǔ:"u",Ǖ:"U",ǖ:"u",Ǘ:"U",ǘ:"u",Ǚ:"U",ǚ:"u",Ǜ:"U",ǜ:"u",Ứ:"U",ứ:"u",Ṹ:"U",ṹ:"u",Ǻ:"A",ǻ:"a",Ǽ:"AE",ǽ:"ae",Ǿ:"O",ǿ:"o",Þ:"TH",þ:"th",Ṕ:"P",ṕ:"p",Ṥ:"S",ṥ:"s",X́:"X",x́:"x",Ѓ:"Г",ѓ:"г",Ќ:"К",ќ:"к",A̋:"A",a̋:"a",E̋:"E",e̋:"e",I̋:"I",i̋:"i",Ǹ:"N",ǹ:"n",Ồ:"O",ồ:"o",Ṑ:"O",ṑ:"o",Ừ:"U",ừ:"u",Ẁ:"W",ẁ:"w",Ỳ:"Y",ỳ:"y",Ȁ:"A",ȁ:"a",Ȅ:"E",ȅ:"e",Ȉ:"I",ȉ:"i",Ȍ:"O",ȍ:"o",Ȑ:"R",ȑ:"r",Ȕ:"U",ȕ:"u",B̌:"B",b̌:"b",Č̣:"C",č̣:"c",Ê̌:"E",ê̌:"e",F̌:"F",f̌:"f",Ǧ:"G",ǧ:"g",Ȟ:"H",ȟ:"h",J̌:"J",ǰ:"j",Ǩ:"K",ǩ:"k",M̌:"M",m̌:"m",P̌:"P",p̌:"p",Q̌:"Q",q̌:"q",Ř̩:"R",ř̩:"r",Ṧ:"S",ṧ:"s",V̌:"V",v̌:"v",W̌:"W",w̌:"w",X̌:"X",x̌:"x",Y̌:"Y",y̌:"y",A̧:"A",a̧:"a",B̧:"B",b̧:"b",Ḑ:"D",ḑ:"d",Ȩ:"E",ȩ:"e",Ɛ̧:"E",ɛ̧:"e",Ḩ:"H",ḩ:"h",I̧:"I",i̧:"i",Ɨ̧:"I",ɨ̧:"i",M̧:"M",m̧:"m",O̧:"O",o̧:"o",Q̧:"Q",q̧:"q",U̧:"U",u̧:"u",X̧:"X",x̧:"x",Z̧:"Z",z̧:"z"},Xm=Object.keys(gu).join("|"),Ym=new RegExp(Xm,"g");function Qm(e){return e.replace(Ym,t=>gu[t])}/** + * @name match-sorter + * @license MIT license. + * @copyright (c) 2099 Kent C. 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Dodds (https://kentcdodds.com) + */const Oe={CASE_SENSITIVE_EQUAL:7,EQUAL:6,STARTS_WITH:5,WORD_STARTS_WITH:4,CONTAINS:3,ACRONYM:2,MATCHES:1,NO_MATCH:0};function Km(e,t,n){var l;if(n=n||{},n.threshold=(l=n.threshold)!=null?l:Oe.MATCHES,!n.accessors){const s=ys(e,t,n);return{rankedValue:e,rank:s,accessorIndex:-1,accessorThreshold:n.threshold,passed:s>=n.threshold}}const r=t_(e,n.accessors),o={rankedValue:e,rank:Oe.NO_MATCH,accessorIndex:-1,accessorThreshold:n.threshold,passed:!1};for(let s=0;s=Oe.MATCHES?a=f:a>c&&(a=c),a=Math.min(a,c),a>=d&&a>o.rank&&(o.rank=a,o.passed=!0,o.accessorIndex=s,o.accessorThreshold=d,o.rankedValue=u.itemValue)}return o}function ys(e,t,n){return e=ks(e,n),t=ks(t,n),t.length>e.length?Oe.NO_MATCH:e===t?Oe.CASE_SENSITIVE_EQUAL:(e=e.toLowerCase(),t=t.toLowerCase(),e===t?Oe.EQUAL:e.startsWith(t)?Oe.STARTS_WITH:e.includes(` ${t}`)?Oe.WORD_STARTS_WITH:e.includes(t)?Oe.CONTAINS:t.length===1?Oe.NO_MATCH:Jm(e).includes(t)?Oe.ACRONYM:Zm(e,t))}function Jm(e){let 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diff --git a/pykoi/frontend/src/App.svelte b/pykoi/frontend/src/App.svelte index bb9f970..766de3c 100644 --- a/pykoi/frontend/src/App.svelte +++ b/pykoi/frontend/src/App.svelte @@ -8,7 +8,7 @@ import QuestionRating from "./lib/Annotations/QuestionRating.svelte"; import RankedChatbot from "./lib/Chatbots/RankedChatbot.svelte"; import RAG from "./lib/RAG/RAG.svelte"; - import FeedbackWrapper from "./lib/Dashboards/FeedbackWrapper.svelte"; + import FeedbackWrapper from "./lib/Dashboards/FeedbackWrapper.svelte"; const components = writable([]); const selectedPage = writable(null); @@ -18,6 +18,7 @@ Dropdown: Dropdown, Feedback: FeedbackWrapper, Compare: ComparisonChat, + CompareDashboard: ComparisonChart, RetrievalQA: RAG, }; diff --git a/pykoi/frontend/src/lib/Comparison/BumpChart.svelte b/pykoi/frontend/src/lib/Comparison/BumpChart.svelte index 9cf5247..071408a 100644 --- a/pykoi/frontend/src/lib/Comparison/BumpChart.svelte +++ b/pykoi/frontend/src/lib/Comparison/BumpChart.svelte @@ -3,14 +3,7 @@ import { line } from "d3-shape"; import { comparisonData } from "./store"; - $: firstData = $comparisonData - .filter((d) => d.qid === 3) - .map((d) => ({ model: d.model, rank: d.rank })); - - $: console.log("firstData", $comparisonData); - $: models = Array.from(new Set($comparisonData.map((d) => d.model))); - $: console.log("models", models); let outerHeight; let outerWidth; @@ -46,18 +39,11 @@ $: pathLine = line() .x((d) => xScale(d.qid)) .y((d) => yScale(d.rank)); - // .curve(curveBasis) $: modelData = models.map((model) => $comparisonData.filter((d) => d.model === model) ); - $: console.log("md", modelData); - $: console.log( - "ranks", - $comparisonData.map((d) => d.rank) - ); - $: xTickArray = xScale.domain().length > 10 ? xScale.domain().filter((_, index) => index % 2 === 0) @@ -122,21 +108,6 @@ {/if} {/each} - - {#each yScale.domain() as tick} - - - - {/each} d.model))); $: colorScale = scaleOrdinal() .domain($comparisonData.map((d) => d.model)) @@ -33,7 +28,7 @@ } onMount(() => { - // retrieveDBData(); + retrieveDBData(); }); function highLight(i) { @@ -61,21 +56,12 @@
-
-
Comparisons
-

This panes represents the training performance of your model.

- -
- {#if $comparisonData.length > 0}

Model Comparisons

- + {#each models as model, i}