From 2b9c3c24be26540ab7b5a8f653be404905770bb9 Mon Sep 17 00:00:00 2001 From: Garett Tok Ern Liang <36098015+walnutdust@users.noreply.github.com> Date: Mon, 29 Apr 2024 15:15:22 -0700 Subject: [PATCH] feat(Span displays): Add Root, LLM, and Retriever span visualizations (#1107) * shuffling * update standard.md to mention python versions tested * de-circularizing * finishing up decircularization * fix imports in tests * more import fixes * starting spans work * more import fixes * updating docs and docstrings with new locations * add temp to bedrock and ignored warning * trying to remove circular import * more debugging * more fixes * more of the same * last few * missed on * nits * typo * fix feedbackmode imports * 2 more fixes * starting spans work * work * working on spans * opentelemetry work * working on spans * span work * organize imports * starting span categorization logic * nits * typo in module doc * spans for custom apps * clear outputs * fix dictnamespace typing * span types * colors * style updates * span types * more style fixes * add dist build * revert some changes * revert ipynb changes --------- Co-authored-by: Piotr Mardziel --- .../trulens_eval/pages/Evaluations.py | 27 +- .../record_viewer/.eslintrc.cjs | 1 + .../record_viewer/__init__.py | 11 +- .../dist/assets/index-22978a10.js | 236 ------------------ .../dist/assets/index-69ff0e1b.js | 236 ++++++++++++++++++ .../record_viewer/dist/index.html | 2 +- .../record_viewer/src/RecordInfo.tsx | 20 +- .../src/RecordTable/RecordTable.tsx | 3 +- .../src/RecordTable/RecordTableRow.tsx | 13 +- .../src/RecordTable/SpanIconDisplay.tsx | 31 +++ .../src/RecordTree/Details/NodeDetails.tsx | 62 +---- .../NodeSpecificDetails/LLMDetails.tsx | 20 ++ .../NodeDetailsContainer.tsx | 62 +++++ .../NodeSpecificDetails/RetrieverDetails.tsx | 50 ++++ .../Details/NodeSpecificDetails/types.ts | 8 + .../src/RecordTree/Details/RootDetails.tsx | 2 +- .../src/RecordTree/Details/styles.ts | 2 +- .../src/RecordTree/RecordTree.tsx | 2 +- .../src/RecordTree/RecordTreeCell.tsx | 55 ++-- .../RecordTree/RecordTreeCellRecursive.tsx | 5 +- .../src/RecordTree/SpanIconDisplay.tsx | 28 +++ .../record_viewer/src/RecordViewer.tsx | 7 +- .../src/SpanTooltip/SpanTooltip.tsx | 8 +- .../record_viewer/src/Tag/Tag.tsx | 2 +- .../record_viewer/src/icons/SpanIcon.tsx | 53 ++++ .../record_viewer/src/utils/Span.ts | 204 +++++++++++++++ .../record_viewer/src/utils/StackTreeNode.ts | 8 +- .../record_viewer/src/utils/colors.ts | 36 ++- .../record_viewer/src/utils/types.ts | 14 ++ .../record_viewer/src/utils/utils.ts | 33 ++- 30 files changed, 882 insertions(+), 359 deletions(-) delete mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/dist/assets/index-22978a10.js create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/dist/assets/index-69ff0e1b.js create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/SpanIconDisplay.tsx create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/LLMDetails.tsx create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/NodeDetailsContainer.tsx create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/RetrieverDetails.tsx create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/types.ts create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/SpanIconDisplay.tsx create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/icons/SpanIcon.tsx create mode 100644 trulens_eval/trulens_eval/react_components/record_viewer/src/utils/Span.ts diff --git a/trulens_eval/trulens_eval/pages/Evaluations.py b/trulens_eval/trulens_eval/pages/Evaluations.py index 6d07ef623..6b2912c46 100644 --- a/trulens_eval/trulens_eval/pages/Evaluations.py +++ b/trulens_eval/trulens_eval/pages/Evaluations.py @@ -33,6 +33,7 @@ from trulens_eval.react_components.record_viewer import record_viewer from trulens_eval.schema.feedback import Select from trulens_eval.schema.record import Record +from trulens_eval.trace.category import Categorizer from trulens_eval.utils.json import jsonify_for_ui from trulens_eval.utils.serial import Lens from trulens_eval.utils.streamlit import init_from_args @@ -340,13 +341,17 @@ def get_icon(feedback_name): ) ) - selected_fcol = pills( - "Feedback functions (click on a pill to learn more)", - feedback_with_valid_results, - index=None, - format_func=lambda fcol: f"{fcol} {row[fcol]:.4f}", - icons=icons - ) + selected_fcol = None + if len(feedback_with_valid_results) > 0: + selected_fcol = pills( + "Feedback functions (click on a pill to learn more)", + feedback_with_valid_results, + index=None, + format_func=lambda fcol: f"{fcol} {row[fcol]:.4f}", + icons=icons + ) + else: + st.write("No feedback functions found.") def display_feedback_call(call, feedback_name): @@ -413,7 +418,13 @@ def highlight(s): pass st.subheader("Trace details") - val = record_viewer(record_json, app_json) + + try: + spans = Categorizer.spans_of_record(Record(**record_json)) + except Exception: + spans = [] + + val = record_viewer(record_json, app_json, spans) st.markdown("") with tab2: diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/.eslintrc.cjs b/trulens_eval/trulens_eval/react_components/record_viewer/.eslintrc.cjs index 6f1f20db7..cc0c18075 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/.eslintrc.cjs +++ b/trulens_eval/trulens_eval/react_components/record_viewer/.eslintrc.cjs @@ -57,6 +57,7 @@ module.exports = { 'import/first': 'error', 'import/newline-after-import': 'error', 'import/no-duplicates': 'error', + 'max-classes-per-file': 'off' }, settings: { 'import/resolver': { diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/__init__.py b/trulens_eval/trulens_eval/react_components/record_viewer/__init__.py index 4d3d43db8..53ce3538d 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/__init__.py +++ b/trulens_eval/trulens_eval/react_components/record_viewer/__init__.py @@ -1,6 +1,7 @@ import os import streamlit.components.v1 as components +from trulens_eval.utils.json import jsonify # Create a _RELEASE constant. We'll set this to False while we're developing # the component, and True when we're ready to package and distribute it. @@ -44,7 +45,7 @@ # `declare_component` and call it done. The wrapper allows us to customize # our component's API: we can pre-process its input args, post-process its # output value, and add a docstring for users. -def record_viewer(record_json, app_json, key=None): +def record_viewer(record_json, app_json, spans, key=None): """Create a new instance of "record_viewer", which produces a timeline Parameters @@ -55,6 +56,9 @@ def record_viewer(record_json, app_json, key=None): app_json: obj JSON of the app serialized by `json.loads`. + spans: List[Span] + List of spans in the record. + key: str or None An optional key that uniquely identifies this component. If this is None, and the component's arguments are changed, the component will @@ -67,6 +71,9 @@ def record_viewer(record_json, app_json, key=None): this returns a JavaScript null, which is interpreted in python as a 0. """ + + raw_spans=list(map(lambda span: jsonify(span), spans)) + # Call through to our private component function. Arguments we pass here # will be sent to the frontend, where they'll be available in an "args" # dictionary. @@ -74,7 +81,7 @@ def record_viewer(record_json, app_json, key=None): # "default" is a special argument that specifies the initial return # value of the component before the user has interacted with it. component_value = _record_viewer( - record_json=record_json, app_json=app_json, key=key, default="" + record_json=record_json, app_json=app_json, raw_spans=raw_spans, key=key, default="" ) return component_value diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/dist/assets/index-22978a10.js b/trulens_eval/trulens_eval/react_components/record_viewer/dist/assets/index-22978a10.js deleted file mode 100644 index 1a0c1e6c2..000000000 --- a/trulens_eval/trulens_eval/react_components/record_viewer/dist/assets/index-22978a10.js +++ /dev/null @@ -1,236 +0,0 @@ -var TI=Object.defineProperty;var CI=(e,t,n)=>t in 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t=0,{valueOffsets:n,values:r,nullBitmap:i,typeIds:s}=this;return n&&(t+=n.byteLength),r&&(t+=r.byteLength),i&&(t+=i.byteLength),s&&(t+=s.byteLength),this.childData.reduce((o,a)=>o+a.byteLength,t)}get nullCount(){let t=this._nullCount,n;return t<=B5&&(n=this.nullBitmap)&&(this._nullCount=t=this.length-Qm(n,this.offset,this.offset+this.length)),t}clone(t,n=this.offset,r=this.length,i=this._nullCount,s=this,o=this.childData){return new ue(t,n,r,i,s,o,this.dictionary)}slice(t,n){const{stride:r,typeId:i,childData:s}=this,o=+(this._nullCount===0)-1,a=i===16?r:1,l=this._sliceBuffers(t,n,r,i);return this.clone(this.type,this.offset+t,n,o,l,!s.length||this.valueOffsets?s:this._sliceChildren(s,a*t,a*n))}_changeLengthAndBackfillNullBitmap(t){if(this.typeId===P.Null)return this.clone(this.type,0,t,0);const{length:n,nullCount:r}=this,i=new Uint8Array((t+63&-64)>>3).fill(255,0,n>>3);i[n>>3]=(1<0&&i.set(eg(this.offset,n,this.nullBitmap),0);const s=this.buffers;return s[we.VALIDITY]=i,this.clone(this.type,0,t,r+(t-n),s)}_sliceBuffers(t,n,r,i){let s,{buffers:o}=this;return(s=o[we.TYPE])&&(o[we.TYPE]=s.subarray(t,t+n)),(s=o[we.OFFSET])&&(o[we.OFFSET]=s.subarray(t,t+n+1))||(s=o[we.DATA])&&(o[we.DATA]=i===6?s:s.subarray(r*t,r*(t+n))),o}_sliceChildren(t,n,r){return t.map(i=>i.slice(n,r))}static new(t,n,r,i,s,o,a){switch(s instanceof ue?s=s.buffers:s||(s=[]),t.typeId){case P.Null:return ue.Null(t,n,r);case P.Int:return ue.Int(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Dictionary:return ue.Dictionary(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[],a);case P.Float:return ue.Float(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Bool:return ue.Bool(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Decimal:return ue.Decimal(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Date:return ue.Date(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Time:return ue.Time(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Timestamp:return ue.Timestamp(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Interval:return ue.Interval(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.FixedSizeBinary:return ue.FixedSizeBinary(t,n,r,i||0,s[we.VALIDITY],s[we.DATA]||[]);case P.Binary:return ue.Binary(t,n,r,i||0,s[we.VALIDITY],s[we.OFFSET]||[],s[we.DATA]||[]);case P.Utf8:return ue.Utf8(t,n,r,i||0,s[we.VALIDITY],s[we.OFFSET]||[],s[we.DATA]||[]);case P.List:return ue.List(t,n,r,i||0,s[we.VALIDITY],s[we.OFFSET]||[],(o||[])[0]);case P.FixedSizeList:return ue.FixedSizeList(t,n,r,i||0,s[we.VALIDITY],(o||[])[0]);case P.Struct:return ue.Struct(t,n,r,i||0,s[we.VALIDITY],o||[]);case P.Map:return ue.Map(t,n,r,i||0,s[we.VALIDITY],s[we.OFFSET]||[],(o||[])[0]);case P.Union:return ue.Union(t,n,r,i||0,s[we.VALIDITY],s[we.TYPE]||[],s[we.OFFSET]||o,o)}throw new Error(`Unrecognized typeId ${t.typeId}`)}static Null(t,n,r){return new ue(t,n,r,0)}static Int(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Dictionary(t,n,r,i,s,o,a){return new ue(t,n,r,i,[void 0,ot(t.indices.ArrayType,o),Ye(s)],[],a)}static Float(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Bool(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Decimal(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Date(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Time(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Timestamp(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Interval(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static FixedSizeBinary(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,o),Ye(s)])}static Binary(t,n,r,i,s,o,a){return new ue(t,n,r,i,[dl(o),Ye(a),Ye(s)])}static Utf8(t,n,r,i,s,o,a){return new ue(t,n,r,i,[dl(o),Ye(a),Ye(s)])}static List(t,n,r,i,s,o,a){return new ue(t,n,r,i,[dl(o),void 0,Ye(s)],[a])}static FixedSizeList(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,void 0,Ye(s)],[o])}static Struct(t,n,r,i,s,o){return new ue(t,n,r,i,[void 0,void 0,Ye(s)],o)}static Map(t,n,r,i,s,o,a){return new ue(t,n,r,i,[dl(o),void 0,Ye(s)],[a])}static Union(t,n,r,i,s,o,a,l){const u=[void 0,void 0,Ye(s),ot(t.ArrayType,o)];return t.mode===Vi.Sparse?new ue(t,n,r,i,u,a):(u[we.OFFSET]=dl(a),new ue(t,n,r,i,u,l))}}ue.prototype.childData=Object.freeze([]);const R5=void 0;function Fl(e){if(e===null)return"null";if(e===R5)return"undefined";switch(typeof e){case"number":return`${e}`;case"bigint":return`${e}`;case"string":return`"${e}"`}return typeof e[Symbol.toPrimitive]=="function"?e[Symbol.toPrimitive]("string"):ArrayBuffer.isView(e)?`[${e}]`:JSON.stringify(e)}function M5(e){if(!e||e.length<=0)return function(i){return!0};let t="",n=e.filter(r=>r===r);return n.length>0&&(t=` - switch (x) {${n.map(r=>` - case ${F5(r)}:`).join("")} - return false; - }`),e.length!==n.length&&(t=`if (x !== x) return false; -${t}`),new Function("x",`${t} -return true;`)}function F5(e){return typeof e!="bigint"?Fl(e):dp?`${Fl(e)}n`:`"${Fl(e)}"`}const _h=(e,t)=>(e*t+63&-64||64)/t,D5=(e,t=0)=>e.length>=t?e.subarray(0,t):zf(new e.constructor(t),e,0);class Lu{constructor(t,n=1){this.buffer=t,this.stride=n,this.BYTES_PER_ELEMENT=t.BYTES_PER_ELEMENT,this.ArrayType=t.constructor,this._resize(this.length=t.length/n|0)}get byteLength(){return this.length*this.stride*this.BYTES_PER_ELEMENT|0}get reservedLength(){return this.buffer.length/this.stride}get reservedByteLength(){return this.buffer.byteLength}set(t,n){return this}append(t){return this.set(this.length,t)}reserve(t){if(t>0){this.length+=t;const n=this.stride,r=this.length*n,i=this.buffer.length;r>=i&&this._resize(i===0?_h(r*1,this.BYTES_PER_ELEMENT):_h(r*2,this.BYTES_PER_ELEMENT))}return this}flush(t=this.length){t=_h(t*this.stride,this.BYTES_PER_ELEMENT);const n=D5(this.buffer,t);return this.clear(),n}clear(){return this.length=0,this._resize(0),this}_resize(t){return this.buffer=zf(new this.ArrayType(t),this.buffer)}}Lu.prototype.offset=0;class Nu extends Lu{last(){return this.get(this.length-1)}get(t){return this.buffer[t]}set(t,n){return this.reserve(t-this.length+1),this.buffer[t*this.stride]=n,this}}class p2 extends Nu{constructor(t=new Uint8Array(0)){super(t,1/8),this.numValid=0}get numInvalid(){return this.length-this.numValid}get(t){return this.buffer[t>>3]>>t%8&1}set(t,n){const{buffer:r}=this.reserve(t-this.length+1),i=t>>3,s=t%8,o=r[i]>>s&1;return n?o===0&&(r[i]|=1<this.length&&this.set(t-1,0),super.flush(t+1)}}class m2 extends Lu{get ArrayType64(){return this._ArrayType64||(this._ArrayType64=this.buffer instanceof Int32Array?Ka:Fu)}set(t,n){switch(this.reserve(t-this.length+1),typeof n){case"bigint":this.buffer64[t]=n;break;case"number":this.buffer[t*this.stride]=n;break;default:this.buffer.set(n,t*this.stride)}return this}_resize(t){const n=super._resize(t),r=n.byteLength/(this.BYTES_PER_ELEMENT*this.stride);return dp&&(this.buffer64=new this.ArrayType64(n.buffer,n.byteOffset,r)),n}}let $t=class{constructor({type:t,nullValues:n}){this.length=0,this.finished=!1,this.type=t,this.children=[],this.nullValues=n,this.stride=d2(t),this._nulls=new p2,n&&n.length>0&&(this._isValid=M5(n))}static new(t){}static throughNode(t){throw new Error('"throughNode" not available in this environment')}static throughDOM(t){throw new Error('"throughDOM" not available in this environment')}static throughIterable(t){return P5(t)}static throughAsyncIterable(t){return j5(t)}toVector(){return Ge.new(this.flush())}get ArrayType(){return this.type.ArrayType}get nullCount(){return this._nulls.numInvalid}get numChildren(){return this.children.length}get byteLength(){let t=0;return this._offsets&&(t+=this._offsets.byteLength),this._values&&(t+=this._values.byteLength),this._nulls&&(t+=this._nulls.byteLength),this._typeIds&&(t+=this._typeIds.byteLength),this.children.reduce((n,r)=>n+r.byteLength,t)}get reservedLength(){return this._nulls.reservedLength}get reservedByteLength(){let t=0;return this._offsets&&(t+=this._offsets.reservedByteLength),this._values&&(t+=this._values.reservedByteLength),this._nulls&&(t+=this._nulls.reservedByteLength),this._typeIds&&(t+=this._typeIds.reservedByteLength),this.children.reduce((n,r)=>n+r.reservedByteLength,t)}get valueOffsets(){return this._offsets?this._offsets.buffer:null}get values(){return this._values?this._values.buffer:null}get nullBitmap(){return this._nulls?this._nulls.buffer:null}get typeIds(){return this._typeIds?this._typeIds.buffer:null}append(t){return this.set(this.length,t)}isValid(t){return this._isValid(t)}set(t,n){return this.setValid(t,this.isValid(n))&&this.setValue(t,n),this}setValue(t,n){this._setValue(this,t,n)}setValid(t,n){return this.length=this._nulls.set(t,+n).length,n}addChild(t,n=`${this.numChildren}`){throw new Error(`Cannot append children to non-nested type "${this.type}"`)}getChildAt(t){return this.children[t]||null}flush(){const t=[],n=this._values,r=this._offsets,i=this._typeIds,{length:s,nullCount:o}=this;i?(t[we.TYPE]=i.flush(s),r&&(t[we.OFFSET]=r.flush(s))):r?(n&&(t[we.DATA]=n.flush(r.last())),t[we.OFFSET]=r.flush(s)):n&&(t[we.DATA]=n.flush(s)),o>0&&(t[we.VALIDITY]=this._nulls.flush(s));const a=ue.new(this.type,0,s,o,t,this.children.map(l=>l.flush()));return this.clear(),a}finish(){return this.finished=!0,this.children.forEach(t=>t.finish()),this}clear(){return this.length=0,this._offsets&&this._offsets.clear(),this._values&&this._values.clear(),this._nulls&&this._nulls.clear(),this._typeIds&&this._typeIds.clear(),this.children.forEach(t=>t.clear()),this}};$t.prototype.length=1;$t.prototype.stride=1;$t.prototype.children=null;$t.prototype.finished=!1;$t.prototype.nullValues=null;$t.prototype._isValid=()=>!0;class Bo extends $t{constructor(t){super(t),this._values=new Nu(new this.ArrayType(0),this.stride)}setValue(t,n){const r=this._values;return r.reserve(t-r.length+1),super.setValue(t,n)}}class yp extends $t{constructor(t){super(t),this._pendingLength=0,this._offsets=new h2}setValue(t,n){const r=this._pending||(this._pending=new Map),i=r.get(t);i&&(this._pendingLength-=i.length),this._pendingLength+=n.length,r.set(t,n)}setValid(t,n){return super.setValid(t,n)?!0:((this._pending||(this._pending=new Map)).set(t,void 0),!1)}clear(){return this._pendingLength=0,this._pending=void 0,super.clear()}flush(){return this._flush(),super.flush()}finish(){return this._flush(),super.finish()}_flush(){const t=this._pending,n=this._pendingLength;return this._pendingLength=0,this._pending=void 0,t&&t.size>0&&this._flushPending(t,n),this}}function P5(e){const{["queueingStrategy"]:t="count"}=e,{["highWaterMark"]:n=t!=="bytes"?1e3:2**14}=e,r=t!=="bytes"?"length":"byteLength";return function*(i){let s=0,o=$t.new(e);for(const a of i)o.append(a)[r]>=n&&++s&&(yield o.toVector());(o.finish().length>0||s===0)&&(yield o.toVector())}}function j5(e){const{["queueingStrategy"]:t="count"}=e,{["highWaterMark"]:n=t!=="bytes"?1e3:2**14}=e,r=t!=="bytes"?"length":"byteLength";return async function*(i){let s=0,o=$t.new(e);for await(const a of i)o.append(a)[r]>=n&&++s&&(yield o.toVector());(o.finish().length>0||s===0)&&(yield o.toVector())}}class L5 extends $t{constructor(t){super(t),this._values=new p2}setValue(t,n){this._values.set(t,+n)}}class N5 extends $t{setValue(t,n){}setValid(t,n){return this.length=Math.max(t+1,this.length),n}}class fg extends Bo{}class $5 extends fg{}class z5 extends fg{}class U5 extends Bo{}class V5 extends $t{constructor({type:t,nullValues:n,dictionaryHashFunction:r}){super({type:new Eo(t.dictionary,t.indices,t.id,t.isOrdered)}),this._nulls=null,this._dictionaryOffset=0,this._keysToIndices=Object.create(null),this.indices=$t.new({type:this.type.indices,nullValues:n}),this.dictionary=$t.new({type:this.type.dictionary,nullValues:null}),typeof r=="function"&&(this.valueToKey=r)}get values(){return this.indices.values}get nullCount(){return this.indices.nullCount}get nullBitmap(){return this.indices.nullBitmap}get byteLength(){return this.indices.byteLength+this.dictionary.byteLength}get reservedLength(){return this.indices.reservedLength+this.dictionary.reservedLength}get reservedByteLength(){return this.indices.reservedByteLength+this.dictionary.reservedByteLength}isValid(t){return this.indices.isValid(t)}setValid(t,n){const r=this.indices;return n=r.setValid(t,n),this.length=r.length,n}setValue(t,n){let r=this._keysToIndices,i=this.valueToKey(n),s=r[i];return s===void 0&&(r[i]=s=this._dictionaryOffset+this.dictionary.append(n).length-1),this.indices.setValue(t,s)}flush(){const t=this.type,n=this._dictionary,r=this.dictionary.toVector(),i=this.indices.flush().clone(t);return i.dictionary=n?n.concat(r):r,this.finished||(this._dictionaryOffset+=r.length),this._dictionary=i.dictionary,this.clear(),i}finish(){return this.indices.finish(),this.dictionary.finish(),this._dictionaryOffset=0,this._keysToIndices=Object.create(null),super.finish()}clear(){return this.indices.clear(),this.dictionary.clear(),super.clear()}valueToKey(t){return typeof t=="string"?t:`${t}`}}class W5 extends Bo{}const y2=new Float64Array(1),ks=new Uint32Array(y2.buffer);function H5(e){let t=(e&31744)>>10,n=(e&1023)/1024,r=(-1)**((e&32768)>>15);switch(t){case 31:return r*(n?NaN:1/0);case 0:return r*(n?6103515625e-14*n:0)}return r*2**(t-15)*(1+n)}function g2(e){if(e!==e)return 32256;y2[0]=e;let t=(ks[1]&2147483648)>>16&65535,n=ks[1]&2146435072,r=0;return n>=1089470464?ks[0]>0?n=31744:(n=(n&2080374784)>>16,r=(ks[1]&1048575)>>10):n<=1056964608?(r=1048576+(ks[1]&1048575),r=1048576+(r<<(n>>20)-998)>>21,n=0):(n=n-1056964608>>10,r=(ks[1]&1048575)+512>>10),t|n|r&65535}class gp extends Bo{}class K5 extends gp{setValue(t,n){this._values.set(t,g2(n))}}class Y5 extends gp{setValue(t,n){this._values.set(t,n)}}class q5 extends gp{setValue(t,n){this._values.set(t,n)}}const G5=Symbol.for("isArrowBigNum");function ri(e,...t){return t.length===0?Object.setPrototypeOf(ot(this.TypedArray,e),this.constructor.prototype):Object.setPrototypeOf(new this.TypedArray(e,...t),this.constructor.prototype)}ri.prototype[G5]=!0;ri.prototype.toJSON=function(){return`"${Jo(this)}"`};ri.prototype.valueOf=function(){return v2(this)};ri.prototype.toString=function(){return Jo(this)};ri.prototype[Symbol.toPrimitive]=function(e="default"){switch(e){case"number":return v2(this);case"string":return Jo(this);case"default":return qf(this)}return Jo(this)};function oa(...e){return ri.apply(this,e)}function sa(...e){return ri.apply(this,e)}function pu(...e){return ri.apply(this,e)}Object.setPrototypeOf(oa.prototype,Object.create(Int32Array.prototype));Object.setPrototypeOf(sa.prototype,Object.create(Uint32Array.prototype));Object.setPrototypeOf(pu.prototype,Object.create(Uint32Array.prototype));Object.assign(oa.prototype,ri.prototype,{constructor:oa,signed:!0,TypedArray:Int32Array,BigIntArray:Ka});Object.assign(sa.prototype,ri.prototype,{constructor:sa,signed:!1,TypedArray:Uint32Array,BigIntArray:Fu});Object.assign(pu.prototype,ri.prototype,{constructor:pu,signed:!0,TypedArray:Uint32Array,BigIntArray:Fu});function v2(e){let{buffer:t,byteOffset:n,length:r,signed:i}=e,s=new Int32Array(t,n,r),o=0,a=0,l=s.length,u,c;for(;a>>0),o+=(c>>>0)+u*a**32;return o}let Jo,qf;dp?(qf=e=>e.byteLength===8?new e.BigIntArray(e.buffer,e.byteOffset,1)[0]:Eh(e),Jo=e=>e.byteLength===8?`${new e.BigIntArray(e.buffer,e.byteOffset,1)[0]}`:Eh(e)):(Jo=Eh,qf=Jo);function Eh(e){let t="",n=new Uint32Array(2),r=new Uint16Array(e.buffer,e.byteOffset,e.byteLength/2),i=new Uint32Array((r=new Uint16Array(r).reverse()).buffer),s=-1,o=r.length-1;do{for(n[0]=r[s=0];st=>(ArrayBuffer.isView(t)&&(e.buffer=t.buffer,e.byteOffset=t.byteOffset,e.byteLength=t.byteLength,t=qf(e),e.buffer=null),t))({BigIntArray:Ka});class $u extends Bo{}class iD extends $u{}class oD extends $u{}class sD extends $u{}class aD extends $u{}class zu extends Bo{}class lD extends zu{}class uD extends zu{}class cD extends zu{}class fD extends zu{}class dg extends Bo{}class dD extends dg{}class pD extends dg{}class b2 extends yp{constructor(t){super(t),this._values=new Lu(new Uint8Array(0))}get byteLength(){let t=this._pendingLength+this.length*4;return this._offsets&&(t+=this._offsets.byteLength),this._values&&(t+=this._values.byteLength),this._nulls&&(t+=this._nulls.byteLength),t}setValue(t,n){return super.setValue(t,Ye(n))}_flushPending(t,n){const r=this._offsets,i=this._values.reserve(n).buffer;let s=0,o=0,a=0,l;for([s,l]of t)l===void 0?r.set(s,0):(o=l.length,i.set(l,a),r.set(s,o),a+=o)}}class pg extends yp{constructor(t){super(t),this._values=new Lu(new Uint8Array(0))}get byteLength(){let t=this._pendingLength+this.length*4;return this._offsets&&(t+=this._offsets.byteLength),this._values&&(t+=this._values.byteLength),this._nulls&&(t+=this._nulls.byteLength),t}setValue(t,n){return super.setValue(t,fp(n))}_flushPending(t,n){}}pg.prototype._flushPending=b2.prototype._flushPending;class w2{get length(){return this._values.length}get(t){return this._values[t]}clear(){return this._values=null,this}bind(t){return t instanceof Ge?t:(this._values=t,this)}}const xn=Symbol.for("parent"),aa=Symbol.for("rowIndex"),or=Symbol.for("keyToIdx"),rr=Symbol.for("idxToVal"),Jm=Symbol.for("nodejs.util.inspect.custom");class Pi{constructor(t,n){this[xn]=t,this.size=n}entries(){return this[Symbol.iterator]()}has(t){return this.get(t)!==void 0}get(t){let n;if(t!=null){const r=this[or]||(this[or]=new Map);let i=r.get(t);if(i!==void 0){const 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this._length}get buffers(){return this._buffers}constructor(t,n,r){this._nodes=n,this._buffers=r,this._length=typeof t=="number"?t:t.low}};class _i{get id(){return this._id}get data(){return this._data}get isDelta(){return this._isDelta}get length(){return this.data.length}get nodes(){return this.data.nodes}get buffers(){return this.data.buffers}constructor(t,n,r=!1){this._data=t,this._isDelta=r,this._id=typeof n=="number"?n:n.low}}class mi{constructor(t,n){this.offset=typeof t=="number"?t:t.low,this.length=typeof n=="number"?n:n.low}}class ms{constructor(t,n){this.length=typeof t=="number"?t:t.low,this.nullCount=typeof n=="number"?n:n.low}}function IP(e,t){return()=>{switch(t){case yt.Schema:return ut.fromJSON(e);case yt.RecordBatch:return mr.fromJSON(e);case yt.DictionaryBatch:return _i.fromJSON(e)}throw new Error(`Unrecognized Message type: { name: ${yt[t]}, type: ${t} }`)}}function TP(e,t){return()=>{switch(t){case yt.Schema:return ut.decode(e.header(new Oi));case 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LP(e,t){const n=t.nodes||[],r=t.buffers||[];eo.startNodesVector(e,n.length),n.slice().reverse().forEach(o=>ms.encode(e,o));const i=e.endVector();eo.startBuffersVector(e,r.length),r.slice().reverse().forEach(o=>mi.encode(e,o));const s=e.endVector();return eo.startRecordBatch(e),eo.addLength(e,new cs(t.length,0)),eo.addNodes(e,i),eo.addBuffers(e,s),eo.endRecordBatch(e)}function NP(e,t){const n=mr.encode(e,t.data);return Ms.startDictionaryBatch(e),Ms.addId(e,new cs(t.id,0)),Ms.addIsDelta(e,t.isDelta),Ms.addData(e,n),Ms.endDictionaryBatch(e)}function $P(e,t){return EP.createFieldNode(e,new cs(t.length,0),new cs(t.nullCount,0))}function zP(e,t){return _P.createBuffer(e,new cs(t.offset,0),new cs(t.length,0))}const UP=function(){const e=new ArrayBuffer(2);return new DataView(e).setInt16(0,256,!0),new Int16Array(e)[0]===256}();var Q2=W.ByteBuffer;const wg=e=>`Expected ${yt[e]} Message in stream, but was null or length 0.`,xg=e=>`Header pointer of flatbuffer-encoded ${yt[e]} Message is null or 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t=yt.Schema,n=this.readMessage(t),r=n&&n.header();if(!n||!r)throw new Error(xg(t));return r}}const wp=4,ty="ARROW1",mu=new Uint8Array(ty.length);for(let e=0;e2147483647)throw new RangeError("Cannot write arrays larger than 2^31 - 1 in length");je.isNull(t.type)||Qr.call(this,i<=0?new Uint8Array(0):eg(n.offset,r,n.nullBitmap)),this.nodes.push(new ms(r,i))}return super.visit(t)}visitNull(t){return this}visitDictionary(t){return this.visit(t.indices)}get nodes(){return this._nodes}get buffers(){return this._buffers}get byteLength(){return this._byteLength}get bufferRegions(){return this._bufferRegions}}function Qr(e){const t=e.byteLength+7&-8;return this.buffers.push(e),this.bufferRegions.push(new mi(this._byteLength,t)),this._byteLength+=t,this}function KP(e){const{type:t,length:n,typeIds:r,valueOffsets:i}=e;if(Qr.call(this,r),t.mode===Vi.Sparse)return ny.call(this,e);if(t.mode===Vi.Dense){if(e.offset<=0)return Qr.call(this,i),ny.call(this,e);{const 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this.visitMany(e.type.children.map((t,n)=>e.getChildAt(n)).filter(Boolean))[0]}en.prototype.visitBool=YP;en.prototype.visitInt=Ro;en.prototype.visitFloat=Ro;en.prototype.visitUtf8=nE;en.prototype.visitBinary=nE;en.prototype.visitFixedSizeBinary=Ro;en.prototype.visitDate=Ro;en.prototype.visitTimestamp=Ro;en.prototype.visitTime=Ro;en.prototype.visitDecimal=Ro;en.prototype.visitList=_g;en.prototype.visitStruct=ny;en.prototype.visitUnion=KP;en.prototype.visitInterval=Ro;en.prototype.visitFixedSizeList=_g;en.prototype.visitMap=_g;class Eg extends hs{constructor(t){super(),this._position=0,this._started=!1,this._sink=new Dl,this._schema=null,this._dictionaryBlocks=[],this._recordBatchBlocks=[],this._dictionaryDeltaOffsets=new Map,hr(t)||(t={autoDestroy:!0,writeLegacyIpcFormat:!1}),this._autoDestroy=typeof t.autoDestroy=="boolean"?t.autoDestroy:!0,this._writeLegacyIpcFormat=typeof t.writeLegacyIpcFormat=="boolean"?t.writeLegacyIpcFormat:!1}static throughNode(t){throw new Error('"throughNode" not available in this environment')}static throughDOM(t,n){throw new Error('"throughDOM" not available in this environment')}toString(t=!1){return this._sink.toString(t)}toUint8Array(t=!1){return this._sink.toUint8Array(t)}writeAll(t){return _o(t)?t.then(n=>this.writeAll(n)):qi(t)?Og(this,t):Cg(this,t)}get closed(){return this._sink.closed}[Symbol.asyncIterator](){return this._sink[Symbol.asyncIterator]()}toDOMStream(t){return this._sink.toDOMStream(t)}toNodeStream(t){return this._sink.toNodeStream(t)}close(){return this.reset()._sink.close()}abort(t){return this.reset()._sink.abort(t)}finish(){return this._autoDestroy?this.close():this.reset(this._sink,this._schema),this}reset(t=this._sink,n=null){return t===this._sink||t instanceof Dl?this._sink=t:(this._sink=new Dl,t&&i5(t)?this.toDOMStream({type:"bytes"}).pipeTo(t):t&&o5(t)&&this.toNodeStream({objectMode:!1}).pipe(t)),this._started&&this._schema&&this._writeFooter(this._schema),this._started=!1,this._dictionaryBlocks=[],this._recordBatchBlocks=[],this._dictionaryDeltaOffsets=new Map,(!n||!n.compareTo(this._schema))&&(n===null?(this._position=0,this._schema=null):(this._started=!0,this._schema=n,this._writeSchema(n))),this}write(t){let n=null;if(this._sink){if(t==null)return this.finish()&&void 0;if(t instanceof et&&!(n=t.schema))return this.finish()&&void 0;if(t instanceof Kn&&!(n=t.schema))return this.finish()&&void 0}else throw new Error("RecordBatchWriter is closed");if(n&&!n.compareTo(this._schema)){if(this._started&&this._autoDestroy)return this.close();this.reset(this._sink,n)}t instanceof Kn?t instanceof Ep||this._writeRecordBatch(t):t instanceof et?this.writeAll(t.chunks):ei(t)&&this.writeAll(t)}_writeMessage(t,n=8){const r=n-1,i=Pn.encode(t),s=i.byteLength,o=this._writeLegacyIpcFormat?4:8,a=s+o+r&~r,l=a-s-o;return t.headerType===yt.RecordBatch?this._recordBatchBlocks.push(new Io(a,t.bodyLength,this._position)):t.headerType===yt.DictionaryBatch&&this._dictionaryBlocks.push(new Io(a,t.bodyLength,this._position)),this._writeLegacyIpcFormat||this._write(Int32Array.of(-1)),this._write(Int32Array.of(a-o)),s>0&&this._write(i),this._writePadding(l)}_write(t){if(this._started){const n=Ye(t);n&&n.byteLength>0&&(this._sink.write(n),this._position+=n.byteLength)}return this}_writeSchema(t){return this._writeMessage(Pn.from(t))}_writeFooter(t){return this._writeLegacyIpcFormat?this._write(Int32Array.of(0)):this._write(Int32Array.of(-1,0))}_writeMagic(){return this._write(mu)}_writePadding(t){return t>0?this._write(new Uint8Array(t)):this}_writeRecordBatch(t){const{byteLength:n,nodes:r,bufferRegions:i,buffers:s}=en.assemble(t),o=new mr(t.length,r,i),a=Pn.from(o,n);return this._writeDictionaries(t)._writeMessage(a)._writeBodyBuffers(s)}_writeDictionaryBatch(t,n,r=!1){this._dictionaryDeltaOffsets.set(n,t.length+(this._dictionaryDeltaOffsets.get(n)||0));const{byteLength:i,nodes:s,bufferRegions:o,buffers:a}=en.assemble(t),l=new mr(t.length,s,o),u=new _i(l,n,r),c=Pn.from(u,i);return this._writeMessage(c)._writeBodyBuffers(a)}_writeBodyBuffers(t){let n,r,i;for(let s=-1,o=t.length;++s0&&(this._write(n),(i=(r+7&-8)-r)>0&&this._writePadding(i));return this}_writeDictionaries(t){for(let[n,r]of t.dictionaries){let i=this._dictionaryDeltaOffsets.get(n)||0;if(i===0||(r=r.slice(i)).length>0){const s="chunks"in r?r.chunks:[r];for(const o of s)this._writeDictionaryBatch(o,n,i>0),i+=o.length}}return this}}class Ig extends Eg{static writeAll(t,n){const r=new Ig(n);return _o(t)?t.then(i=>r.writeAll(i)):qi(t)?Og(r,t):Cg(r,t)}}class Tg extends Eg{constructor(){super(),this._autoDestroy=!0}static writeAll(t){const n=new Tg;return 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>0;){for(o=Number.POSITIVE_INFINITY,a=-1;++a0&&(r[s++]=[o,c.slice()]))}return[e=new ut(n,e.metadata),r.map(f=>new Kn(e,...f))]}function QP(e,t,n,r,i){let s,o,a=0,l=-1,u=r.length;const c=(t+63&-64)>>3;for(;++l=t?a===t?n[l]=s:(n[l]=s.slice(0,t),s=s.slice(t,a-t),i.numBatches=Math.max(i.numBatches,r[l].unshift(s))):((o=e[l]).nullable||(e[l]=o.clone({nullable:!0})),n[l]=s?s._changeLengthAndBackfillNullBitmap(t):ue.new(o.type,0,t,t,rE(c)));return n}class Et extends Ge{constructor(t,n){super(),this._children=n,this.numChildren=t.childData.length,this._bindDataAccessors(this.data=t)}get type(){return this.data.type}get typeId(){return this.data.typeId}get length(){return this.data.length}get offset(){return this.data.offset}get stride(){return this.data.stride}get nullCount(){return this.data.nullCount}get byteLength(){return this.data.byteLength}get VectorName(){return`${P[this.typeId]}Vector`}get ArrayType(){return this.type.ArrayType}get values(){return this.data.values}get typeIds(){return this.data.typeIds}get nullBitmap(){return this.data.nullBitmap}get valueOffsets(){return this.data.valueOffsets}get[Symbol.toStringTag](){return`${this.VectorName}<${this.type[Symbol.toStringTag]}>`}clone(t,n=this._children){return Ge.new(t,n)}concat(...t){return Sn.concat(this,...t)}slice(t,n){return E2(this,t,n,this._sliceInternal)}isValid(t){if(this.nullCount>0){const n=this.offset+t;return(this.nullBitmap[n>>3]&1<=this.numChildren?null:(this._children||(this._children=[]))[t]||(this._children[t]=Ge.new(this.data.childData[t]))}toJSON(){return[...this]}_sliceInternal(t,n,r){return t.clone(t.data.slice(n,r-n),null)}_bindDataAccessors(t){}}Et.prototype[Symbol.isConcatSpreadable]=!0;class JP extends Et{asUtf8(){return Ge.new(this.data.clone(new Ra))}}class ZP extends Et{static from(t){return fs(()=>new uu,t)}}class kg extends Et{static from(...t){return t.length===2?fs(()=>t[1]===Si.DAY?new k5:new v1,t[0]):fs(()=>new v1,t[0])}}class ej extends kg{}class tj extends kg{}class nj extends Et{}class Ag extends Et{constructor(t){super(t),this.indices=Ge.new(t.clone(this.type.indices))}static from(...t){if(t.length===3){const[n,r,i]=t,s=new Eo(n.type,r,null,null);return Ge.new(ue.Dictionary(s,0,i.length,0,null,i,n))}return fs(()=>t[0].type,t[0])}get dictionary(){return this.data.dictionary}reverseLookup(t){return this.dictionary.indexOf(t)}getKey(t){return this.indices.get(t)}getValue(t){return this.dictionary.get(t)}setKey(t,n){return this.indices.set(t,n)}setValue(t,n){return this.dictionary.set(t,n)}}Ag.prototype.indices=null;class rj extends Et{}class ij extends Et{}class xp extends Et{static from(t){let n=aj(this);if(t instanceof ArrayBuffer||ArrayBuffer.isView(t)){let r=sj(t.constructor)||n;if(n===null&&(n=r),n&&n===r){let i=new n,s=t.byteLength/i.ArrayType.BYTES_PER_ELEMENT;if(!oj(n,t.constructor))return Ge.new(ue.Float(i,0,s,0,null,t))}}if(n)return fs(()=>new n,t);throw t instanceof DataView||t instanceof ArrayBuffer?new TypeError(`Cannot infer float type from 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$E(e.read())):new Jf(new ed(e)):new Jf(new ed(function*(){}()))}async function y8(e){const t=await e.peek(Uu+7&-8);return t&&t.byteLength>=4?Sg(t)?new LE(new $E(await e.read())):new Zf(new td(e)):new Zf(new td(async function*(){}()))}async function g8(e){const{size:t}=await e.stat(),n=new Qf(e,t);return t>=HP&&Sg(await n.readAt(0,Uu+7&-8))?new f8(new d8(n)):new Zf(new td(n))}function v8(e,t){if(qi(e))return w8(e,t);if(ei(e))return b8(e,t);throw new Error("toDOMStream() must be called with an Iterable or AsyncIterable")}function b8(e,t){let n=null;const r=t&&t.type==="bytes"||!1,i=t&&t.highWaterMark||2**24;return new ReadableStream({...t,start(o){s(o,n||(n=e[Symbol.iterator]()))},pull(o){n?s(o,n):o.close()},cancel(){(n&&n.return&&n.return()||!0)&&(n=null)}},{highWaterMark:r?i:void 0,...t});function s(o,a){let 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S8{constructor(t){this._numChunks=0,this._finished=!1,this._bufferedSize=0;const{["readableStrategy"]:n,["writableStrategy"]:r,["queueingStrategy"]:i="count",...s}=t;this._controller=null,this._builder=$t.new(s),this._getSize=i!=="bytes"?U1:V1;const{["highWaterMark"]:o=i==="bytes"?2**14:1e3}={...n},{["highWaterMark"]:a=i==="bytes"?2**14:1e3}={...r};this.readable=new ReadableStream({cancel:()=>{this._builder.clear()},pull:l=>{this._maybeFlush(this._builder,this._controller=l)},start:l=>{this._maybeFlush(this._builder,this._controller=l)}},{highWaterMark:o,size:i!=="bytes"?U1:V1}),this.writable=new WritableStream({abort:()=>{this._builder.clear()},write:()=>{this._maybeFlush(this._builder,this._controller)},close:()=>{this._maybeFlush(this._builder.finish(),this._controller)}},{highWaterMark:a,size:l=>this._writeValueAndReturnChunkSize(l)})}_writeValueAndReturnChunkSize(t){const n=this._bufferedSize;return this._bufferedSize=this._getSize(this._builder.append(t)),this._bufferedSize-n}_maybeFlush(t,n){n!==null&&(this._bufferedSize>=n.desiredSize&&++this._numChunks&&this._enqueue(n,t.toVector()),t.finished&&((t.length>0||this._numChunks===0)&&++this._numChunks&&this._enqueue(n,t.toVector()),!this._finished&&(this._finished=!0)&&this._enqueue(n,null)))}_enqueue(t,n){this._bufferedSize=0,this._controller=null,n===null?t.close():t.enqueue(n)}}const U1=e=>e.length,V1=e=>e.byteLength;function _8(e,t){const n=new Dl;let r=null;const i=new ReadableStream({async cancel(){await n.close()},async start(a){await o(a,r||(r=await s()))},async pull(a){r?await o(a,r):a.close()}});return{writable:new WritableStream(n,{highWaterMark:2**14,...e}),readable:i};async function s(){return await(await Jr.from(n)).open(t)}async function o(a,l){let u=a.desiredSize,c=null;for(;!(c=await l.next()).done;)if(a.enqueue(c.value),u!=null&&--u<=0)return;a.close()}}function E8(e,t){const n=new this(e),r=new us(n),i=new ReadableStream({type:"bytes",async cancel(){await r.cancel()},async pull(o){await s(o)},async start(o){await s(o)}},{highWaterMark:2**14,...t});return{writable:new WritableStream(n,e),readable:i};async function s(o){let a=null,l=o.desiredSize;for(;a=await r.read(l||null);)if(o.enqueue(a),l!=null&&(l-=a.byteLength)<=0)return;o.close()}}class la{eq(t){return t instanceof la||(t=new ua(t)),new I8(this,t)}le(t){return t instanceof la||(t=new ua(t)),new T8(this,t)}ge(t){return t instanceof la||(t=new ua(t)),new C8(this,t)}lt(t){return new nf(this.ge(t))}gt(t){return new nf(this.le(t))}ne(t){return new nf(this.eq(t))}}class ua extends la{constructor(t){super(),this.v=t}}class UE extends la{constructor(t){super(),this.name=t}bind(t){if(!this.colidx){this.colidx=-1;const r=t.schema.fields;for(let i=-1;++in.get(r)}}class jg{and(...t){return new $g(this,...t)}or(...t){return new zg(this,...t)}not(){return new nf(this)}}class Lg extends jg{constructor(t,n){super(),this.left=t,this.right=n}bind(t){return this.left instanceof ua?this.right instanceof ua?this._bindLitLit(t,this.left,this.right):this._bindLitCol(t,this.left,this.right):this.right instanceof ua?this._bindColLit(t,this.left,this.right):this._bindColCol(t,this.left,this.right)}}class Ng extends jg{constructor(...t){super(),this.children=t}}Ng.prototype.children=Object.freeze([]);class $g extends Ng{constructor(...t){t=t.reduce((n,r)=>n.concat(r instanceof $g?r.children:r),[]),super(...t)}bind(t){const n=this.children.map(r=>r.bind(t));return(r,i)=>n.every(s=>s(r,i))}}class zg extends Ng{constructor(...t){t=t.reduce((n,r)=>n.concat(r instanceof zg?r.children:r),[]),super(...t)}bind(t){const n=this.children.map(r=>r.bind(t));return(r,i)=>n.some(s=>s(r,i))}}class I8 extends Lg{_bindLitLit(t,n,r){const i=n.v==r.v;return()=>i}_bindColCol(t,n,r){const i=n.bind(t),s=r.bind(t);return(o,a)=>i(o,a)==s(o,a)}_bindColLit(t,n,r){const i=n.bind(t);if(n.vector instanceof Ag){let s;const o=n.vector;return o.dictionary!==this.lastDictionary?(s=o.reverseLookup(r.v),this.lastDictionary=o.dictionary,this.lastKey=s):s=this.lastKey,s===-1?()=>!1:a=>o.getKey(a)===s}else return(s,o)=>i(s,o)==r.v}_bindLitCol(t,n,r){return this._bindColLit(t,r,n)}}class T8 extends Lg{_bindLitLit(t,n,r){const i=n.v<=r.v;return()=>i}_bindColCol(t,n,r){const i=n.bind(t),s=r.bind(t);return(o,a)=>i(o,a)<=s(o,a)}_bindColLit(t,n,r){const i=n.bind(t);return(s,o)=>i(s,o)<=r.v}_bindLitCol(t,n,r){const i=r.bind(t);return(s,o)=>n.v<=i(s,o)}}class C8 extends Lg{_bindLitLit(t,n,r){const i=n.v>=r.v;return()=>i}_bindColCol(t,n,r){const i=n.bind(t),s=r.bind(t);return(o,a)=>i(o,a)>=s(o,a)}_bindColLit(t,n,r){const i=n.bind(t);return(s,o)=>i(s,o)>=r.v}_bindLitCol(t,n,r){const i=r.bind(t);return(s,o)=>n.v>=i(s,o)}}class nf extends jg{constructor(t){super(),this.child=t}bind(t){const n=this.child.bind(t);return(r,i)=>!n(r,i)}}et.prototype.countBy=function(e){return new Hu(this.chunks).countBy(e)};et.prototype.scan=function(e,t){return new Hu(this.chunks).scan(e,t)};et.prototype.scanReverse=function(e,t){return new Hu(this.chunks).scanReverse(e,t)};et.prototype.filter=function(e){return new Hu(this.chunks).filter(e)};class Hu extends et{filter(t){return new Ug(this.chunks,t)}scan(t,n){const r=this.chunks,i=r.length;for(let s=-1;++s=0;){const o=r[s];n&&n(o);for(let a=o.length;--a>=0;)t(a,o)}}countBy(t){const n=this.chunks,r=n.length,i=typeof t=="string"?new UE(t):t;i.bind(n[r-1]);const s=i.vector;if(!je.isDictionary(s.type))throw new Error("countBy currently only supports dictionary-encoded columns");const o=Math.ceil(Math.log(s.length)/Math.log(256)),a=o==4?Uint32Array:o>=2?Uint16Array:Uint8Array,l=new a(s.dictionary.length);for(let u=-1;++u=0;){const o=r[s],a=this._predicate.bind(o);let l=!1;for(let u=o.length;--u>=0;)a(u,o)&&(n&&!l&&(n(o),l=!0),t(u,o))}}count(){let t=0;const n=this._chunks,r=n.length;for(let i=-1;++i=2?Uint16Array:Uint8Array,l=new a(s.dictionary.length);for(let u=-1;++u=s.headerRows&&a=s.headerColumns;if(l){var f=["blank"];return a>0&&f.push("level"+o),{type:"blank",classNames:f.join(" "),content:""}}else if(c){var p=a-s.headerColumns,f=["col_heading","level"+o,"col"+p];return{type:"columns",classNames:f.join(" "),content:s.getContent(s.columnsTable,p,o)}}else if(u){var h=o-s.headerRows,f=["row_heading","level"+a,"row"+h];return{type:"index",id:"T_"+s.uuid+"level"+a+"_row"+h,classNames:f.join(" "),content:s.getContent(s.indexTable,h,a)}}else{var h=o-s.headerRows,p=a-s.headerColumns,f=["data","row"+h,"col"+p],y=s.styler?s.getContent(s.styler.displayValuesTable,h,p):s.getContent(s.dataTable,h,p);return{type:"data",id:"T_"+s.uuid+"row"+h+"_col"+p,classNames:f.join(" "),content:y}}},this.getContent=function(o,a,l){var u=o.getColumnAt(l);if(u===null)return"";var c=s.getColumnTypeId(o,l);switch(c){case P.Timestamp:return s.nanosToDate(u.get(a));default:return u.get(a)}},this.dataTable=et.from(t),this.indexTable=et.from(n),this.columnsTable=et.from(r),this.styler=i?{caption:i.caption,displayValuesTable:et.from(i.displayValues),styles:i.styles,uuid:i.uuid}:void 0}return Object.defineProperty(e.prototype,"rows",{get:function(){return this.indexTable.length+this.columnsTable.numCols},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"columns",{get:function(){return this.indexTable.numCols+this.columnsTable.length},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"headerRows",{get:function(){return this.rows-this.dataRows},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"headerColumns",{get:function(){return this.columns-this.dataColumns},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"dataRows",{get:function(){return this.dataTable.length},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"dataColumns",{get:function(){return this.dataTable.numCols},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"uuid",{get:function(){return this.styler&&this.styler.uuid},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"caption",{get:function(){return this.styler&&this.styler.caption},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"styles",{get:function(){return this.styler&&this.styler.styles},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"table",{get:function(){return this.dataTable},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"index",{get:function(){return this.indexTable},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"columnTable",{get:function(){return this.columnsTable},enumerable:!0,configurable:!0}),e.prototype.serialize=function(){return{data:this.dataTable.serialize(),index:this.indexTable.serialize(),columns:this.columnsTable.serialize()}},e.prototype.getColumnTypeId=function(t,n){return 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hr=new Oe;class je{static isNull(t){return t&&t.typeId===P.Null}static isInt(t){return t&&t.typeId===P.Int}static isFloat(t){return t&&t.typeId===P.Float}static isBinary(t){return t&&t.typeId===P.Binary}static isUtf8(t){return t&&t.typeId===P.Utf8}static isBool(t){return t&&t.typeId===P.Bool}static isDecimal(t){return t&&t.typeId===P.Decimal}static isDate(t){return t&&t.typeId===P.Date}static isTime(t){return t&&t.typeId===P.Time}static isTimestamp(t){return t&&t.typeId===P.Timestamp}static isInterval(t){return t&&t.typeId===P.Interval}static isList(t){return t&&t.typeId===P.List}static isStruct(t){return t&&t.typeId===P.Struct}static isUnion(t){return t&&t.typeId===P.Union}static isFixedSizeBinary(t){return t&&t.typeId===P.FixedSizeBinary}static isFixedSizeList(t){return t&&t.typeId===P.FixedSizeList}static isMap(t){return t&&t.typeId===P.Map}static isDictionary(t){return t&&t.typeId===P.Dictionary}get typeId(){return P.NONE}compareTo(t){return hr.visit(this,t)}}je[Symbol.toStringTag]=(e=>(e.children=null,e.ArrayType=Array,e[Symbol.toStringTag]="DataType"))(je.prototype);let Da=class extends je{toString(){return"Null"}get typeId(){return P.Null}};Da[Symbol.toStringTag]=(e=>e[Symbol.toStringTag]="Null")(Da.prototype);class nr extends je{constructor(t,n){super(),this.isSigned=t,this.bitWidth=n}get typeId(){return P.Int}get ArrayType(){switch(this.bitWidth){case 8:return this.isSigned?Int8Array:Uint8Array;case 16:return this.isSigned?Int16Array:Uint16Array;case 32:return this.isSigned?Int32Array:Uint32Array;case 64:return this.isSigned?Int32Array:Uint32Array}throw new Error(`Unrecognized ${this[Symbol.toStringTag]} type`)}toString(){return`${this.isSigned?"I":"Ui"}nt${this.bitWidth}`}}nr[Symbol.toStringTag]=(e=>(e.isSigned=null,e.bitWidth=null,e[Symbol.toStringTag]="Int"))(nr.prototype);class vg extends nr{constructor(){super(!0,8)}}class bg extends nr{constructor(){super(!0,16)}}class hs extends nr{constructor(){super(!0,32)}}let Fa=class extends nr{constructor(){super(!0,64)}};class wg extends nr{constructor(){super(!1,8)}}class xg extends nr{constructor(){super(!1,16)}}class Sg extends nr{constructor(){super(!1,32)}}let Pa=class extends nr{constructor(){super(!1,64)}};Object.defineProperty(vg.prototype,"ArrayType",{value:Int8Array});Object.defineProperty(bg.prototype,"ArrayType",{value:Int16Array});Object.defineProperty(hs.prototype,"ArrayType",{value:Int32Array});Object.defineProperty(Fa.prototype,"ArrayType",{value:Int32Array});Object.defineProperty(wg.prototype,"ArrayType",{value:Uint8Array});Object.defineProperty(xg.prototype,"ArrayType",{value:Uint16Array});Object.defineProperty(Sg.prototype,"ArrayType",{value:Uint32Array});Object.defineProperty(Pa.prototype,"ArrayType",{value:Uint32Array});class ms extends je{constructor(t){super(),this.precision=t}get typeId(){return P.Float}get ArrayType(){switch(this.precision){case Dr.HALF:return Uint16Array;case Dr.SINGLE:return Float32Array;case Dr.DOUBLE:return Float64Array}throw new Error(`Unrecognized ${this[Symbol.toStringTag]} type`)}toString(){return`Float${this.precision<<5||16}`}}ms[Symbol.toStringTag]=(e=>(e.precision=null,e[Symbol.toStringTag]="Float"))(ms.prototype);class Sp extends ms{constructor(){super(Dr.HALF)}}class _g extends ms{constructor(){super(Dr.SINGLE)}}class Eg extends ms{constructor(){super(Dr.DOUBLE)}}Object.defineProperty(Sp.prototype,"ArrayType",{value:Uint16Array});Object.defineProperty(_g.prototype,"ArrayType",{value:Float32Array});Object.defineProperty(Eg.prototype,"ArrayType",{value:Float64Array});let hu=class extends je{constructor(){super()}get typeId(){return P.Binary}toString(){return"Binary"}};hu[Symbol.toStringTag]=(e=>(e.ArrayType=Uint8Array,e[Symbol.toStringTag]="Binary"))(hu.prototype);let ja=class extends je{constructor(){super()}get typeId(){return P.Utf8}toString(){return"Utf8"}};ja[Symbol.toStringTag]=(e=>(e.ArrayType=Uint8Array,e[Symbol.toStringTag]="Utf8"))(ja.prototype);let mu=class extends je{constructor(){super()}get typeId(){return P.Bool}toString(){return"Bool"}};mu[Symbol.toStringTag]=(e=>(e.ArrayType=Uint8Array,e[Symbol.toStringTag]="Bool"))(mu.prototype);let Xf=class extends je{constructor(t,n){super(),this.scale=t,this.precision=n}get typeId(){return P.Decimal}toString(){return`Decimal[${this.precision}e${this.scale>0?"+":""}${this.scale}]`}};Xf[Symbol.toStringTag]=(e=>(e.scale=null,e.precision=null,e.ArrayType=Uint32Array,e[Symbol.toStringTag]="Decimal"))(Xf.prototype);class La extends je{constructor(t){super(),this.unit=t}get typeId(){return P.Date}toString(){return`Date${(this.unit+1)*32}<${Ti[this.unit]}>`}}La[Symbol.toStringTag]=(e=>(e.unit=null,e.ArrayType=Int32Array,e[Symbol.toStringTag]="Date"))(La.prototype);class Y5 extends La{constructor(){super(Ti.DAY)}}class M1 extends 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P.Map}get keyType(){return this.children[0].type.children[0].type}get valueType(){return this.children[0].type.children[1].type}toString(){return`Map<{${this.children[0].type.children.map(t=>`${t.name}:${t.type}`).join(", ")}}>`}};vu[Symbol.toStringTag]=(e=>(e.children=null,e.keysSorted=null,e[Symbol.toStringTag]="Map_"))(vu.prototype);const G5=(e=>()=>++e)(-1);class Ao extends je{constructor(t,n,r,i){super(),this.indices=n,this.dictionary=t,this.isOrdered=i||!1,this.id=r==null?G5():typeof r=="number"?r:r.low}get typeId(){return P.Dictionary}get children(){return this.dictionary.children}get valueType(){return this.dictionary}get ArrayType(){return this.dictionary.ArrayType}toString(){return`Dictionary<${this.indices}, ${this.dictionary}>`}}Ao[Symbol.toStringTag]=(e=>(e.id=null,e.indices=null,e.isOrdered=null,e.dictionary=null,e[Symbol.toStringTag]="Dictionary"))(Ao.prototype);function C2(e){let t=e;switch(e.typeId){case P.Decimal:return 4;case P.Timestamp:return 2;case P.Date:return 1+t.unit;case P.Interval:return 1+t.unit;case P.Int:return 1+ +(t.bitWidth>32);case P.Time:return 1+ +(t.bitWidth>32);case P.FixedSizeList:return t.listSize;case P.FixedSizeBinary:return t.byteWidth;default:return 1}}const q5=-1;class ue{constructor(t,n,r,i,o,s,a){this.type=t,this.dictionary=a,this.offset=Math.floor(Math.max(n||0,0)),this.length=Math.floor(Math.max(r||0,0)),this._nullCount=Math.floor(Math.max(i||0,-1)),this.childData=(s||[]).map(u=>u instanceof ue?u:u.data);let l;o instanceof ue?(this.stride=o.stride,this.values=o.values,this.typeIds=o.typeIds,this.nullBitmap=o.nullBitmap,this.valueOffsets=o.valueOffsets):(this.stride=C2(t),o&&((l=o[0])&&(this.valueOffsets=l),(l=o[1])&&(this.values=l),(l=o[2])&&(this.nullBitmap=l),(l=o[3])&&(this.typeIds=l)))}get typeId(){return this.type.typeId}get ArrayType(){return this.type.ArrayType}get buffers(){return[this.valueOffsets,this.values,this.nullBitmap,this.typeIds]}get byteLength(){let t=0,{valueOffsets:n,values:r,nullBitmap:i,typeIds:o}=this;return n&&(t+=n.byteLength),r&&(t+=r.byteLength),i&&(t+=i.byteLength),o&&(t+=o.byteLength),this.childData.reduce((s,a)=>s+a.byteLength,t)}get nullCount(){let t=this._nullCount,n;return t<=q5&&(n=this.nullBitmap)&&(this._nullCount=t=this.length-iy(n,this.offset,this.offset+this.length)),t}clone(t,n=this.offset,r=this.length,i=this._nullCount,o=this,s=this.childData){return new ue(t,n,r,i,o,s,this.dictionary)}slice(t,n){const{stride:r,typeId:i,childData:o}=this,s=+(this._nullCount===0)-1,a=i===16?r:1,l=this._sliceBuffers(t,n,r,i);return this.clone(this.type,this.offset+t,n,s,l,!o.length||this.valueOffsets?o:this._sliceChildren(o,a*t,a*n))}_changeLengthAndBackfillNullBitmap(t){if(this.typeId===P.Null)return this.clone(this.type,0,t,0);const{length:n,nullCount:r}=this,i=new Uint8Array((t+63&-64)>>3).fill(255,0,n>>3);i[n>>3]=(1<0&&i.set(hg(this.offset,n,this.nullBitmap),0);const o=this.buffers;return o[we.VALIDITY]=i,this.clone(this.type,0,t,r+(t-n),o)}_sliceBuffers(t,n,r,i){let o,{buffers:s}=this;return(o=s[we.TYPE])&&(s[we.TYPE]=o.subarray(t,t+n)),(o=s[we.OFFSET])&&(s[we.OFFSET]=o.subarray(t,t+n+1))||(o=s[we.DATA])&&(s[we.DATA]=i===6?o:o.subarray(r*t,r*(t+n))),s}_sliceChildren(t,n,r){return t.map(i=>i.slice(n,r))}static new(t,n,r,i,o,s,a){switch(o instanceof ue?o=o.buffers:o||(o=[]),t.typeId){case P.Null:return ue.Null(t,n,r);case P.Int:return ue.Int(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Dictionary:return ue.Dictionary(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[],a);case P.Float:return ue.Float(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Bool:return ue.Bool(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Decimal:return ue.Decimal(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Date:return ue.Date(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Time:return ue.Time(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Timestamp:return ue.Timestamp(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Interval:return ue.Interval(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.FixedSizeBinary:return ue.FixedSizeBinary(t,n,r,i||0,o[we.VALIDITY],o[we.DATA]||[]);case P.Binary:return ue.Binary(t,n,r,i||0,o[we.VALIDITY],o[we.OFFSET]||[],o[we.DATA]||[]);case P.Utf8:return ue.Utf8(t,n,r,i||0,o[we.VALIDITY],o[we.OFFSET]||[],o[we.DATA]||[]);case P.List:return ue.List(t,n,r,i||0,o[we.VALIDITY],o[we.OFFSET]||[],(s||[])[0]);case P.FixedSizeList:return ue.FixedSizeList(t,n,r,i||0,o[we.VALIDITY],(s||[])[0]);case P.Struct:return ue.Struct(t,n,r,i||0,o[we.VALIDITY],s||[]);case P.Map:return ue.Map(t,n,r,i||0,o[we.VALIDITY],o[we.OFFSET]||[],(s||[])[0]);case P.Union:return ue.Union(t,n,r,i||0,o[we.VALIDITY],o[we.TYPE]||[],o[we.OFFSET]||s,s)}throw new Error(`Unrecognized typeId ${t.typeId}`)}static Null(t,n,r){return new ue(t,n,r,0)}static Int(t,n,r,i,o,s){return new ue(t,n,r,i,[void 0,ot(t.ArrayType,s),Ye(o)])}static 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this.indices.finish(),this.dictionary.finish(),this._dictionaryOffset=0,this._keysToIndices=Object.create(null),super.finish()}clear(){return this.indices.clear(),this.dictionary.clear(),super.clear()}valueToKey(t){return typeof t=="string"?t:`${t}`}}class lF extends Po{}const B2=new Float64Array(1),Ps=new Uint32Array(B2.buffer);function uF(e){let t=(e&31744)>>10,n=(e&1023)/1024,r=(-1)**((e&32768)>>15);switch(t){case 31:return r*(n?NaN:1/0);case 0:return r*(n?6103515625e-14*n:0)}return r*2**(t-15)*(1+n)}function R2(e){if(e!==e)return 32256;B2[0]=e;let t=(Ps[1]&2147483648)>>16&65535,n=Ps[1]&2146435072,r=0;return n>=1089470464?Ps[0]>0?n=31744:(n=(n&2080374784)>>16,r=(Ps[1]&1048575)>>10):n<=1056964608?(r=1048576+(Ps[1]&1048575),r=1048576+(r<<(n>>20)-998)>>21,n=0):(n=n-1056964608>>10,r=(Ps[1]&1048575)+512>>10),t|n|r&65535}class Ep extends Po{}class cF extends Ep{setValue(t,n){this._values.set(t,R2(n))}}class fF extends Ep{setValue(t,n){this._values.set(t,n)}}class dF extends Ep{setValue(t,n){this._values.set(t,n)}}const pF=Symbol.for("isArrowBigNum");function li(e,...t){return t.length===0?Object.setPrototypeOf(ot(this.TypedArray,e),this.constructor.prototype):Object.setPrototypeOf(new this.TypedArray(e,...t),this.constructor.prototype)}li.prototype[pF]=!0;li.prototype.toJSON=function(){return`"${is(this)}"`};li.prototype.valueOf=function(){return M2(this)};li.prototype.toString=function(){return is(this)};li.prototype[Symbol.toPrimitive]=function(e="default"){switch(e){case"number":return M2(this);case"string":return is(this);case"default":return td(this)}return is(this)};function fa(...e){return li.apply(this,e)}function da(...e){return li.apply(this,e)}function bu(...e){return 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i=this._schema.fields,o=this._children||(this._children=[]);if(r=o[t])return r;if(n=i[t]){const s=this._chunks.map(a=>a.getChildAt(t)).filter(a=>a!=null);if(s.length>0)return o[t]=new Jr(n,s)}return null}serialize(t="binary",n=!0){return(n?Ng:$g).writeAll(this).toUint8Array(!0)}count(){return this._length}select(...t){const n=this._schema.fields.reduce((r,i,o)=>r.set(i.name,o),new Map);return this.selectAt(...t.map(r=>n.get(r)).filter(r=>r>-1))}selectAt(...t){const n=this._schema.selectAt(...t);return new et(n,this._chunks.map(({length:r,data:{childData:i}})=>new Gn(n,r,t.map(o=>i[o]).filter(Boolean))))}assign(t){const n=this._schema.fields,[r,i]=t.schema.fields.reduce((a,l,u)=>{const[c,f]=a,p=n.findIndex(h=>h.name===l.name);return~p?f[p]=u:c.push(u),a},[[],[]]),o=this._schema.assign(t.schema),s=[...n.map((a,l,u,c=i[l])=>c===void 0?this.getColumnAt(l):t.getColumnAt(c)),...r.map(a=>t.getColumnAt(a))].filter(Boolean);return new et(...bE(o,s))}}function CL(e){const{type:t}=e;return t instanceof oi?et.fromStruct(kp.from(e)):null}function OL(e){const{type:t}=e;return t instanceof oi?kp.from(e).then(n=>et.fromStruct(n)):null}class Gn extends kp{constructor(...t){let n,r=t[0],i;if(t[1]instanceof ue)[,n,i]=t;else{const o=r.fields,[,s,a]=t;n=ue.Struct(new oi(o),0,s,0,null,a)}super(n,i),this._schema=r}static from(t){return ii(t.values),et.from(t)}static new(...t){const[n,r]=z2(t),i=r.filter(o=>o instanceof qe);return new Gn(...dj(new ut(n),i.map(o=>o.data)))}clone(t,n=this._children){return new Gn(this._schema,t,n)}concat(...t){const n=this._schema,r=En.flatten(this,...t);return new et(n,r.map(({data:i})=>new Gn(n,i)))}get schema(){return this._schema}get numCols(){return this._schema.fields.length}get dictionaries(){return this._dictionaries||(this._dictionaries=Xg.collect(this))}select(...t){const n=this._schema.fields.reduce((r,i,o)=>r.set(i.name,o),new Map);return this.selectAt(...t.map(r=>n.get(r)).filter(r=>r>-1))}selectAt(...t){const n=this._schema.selectAt(...t),r=t.map(i=>this.data.childData[i]).filter(Boolean);return new Gn(n,this.length,r)}}class Bp extends Gn{constructor(t){super(t,0,t.fields.map(n=>ue.new(n.type,0,0,0)))}}class Xg extends Ue{constructor(){super(...arguments),this.dictionaries=new Map}static collect(t){return new Xg().visit(t.data,new oi(t.schema.fields)).dictionaries}visit(t,n){return je.isDictionary(n)?this.visitDictionary(t,n):(t.childData.forEach((r,i)=>this.visit(r,n.children[i].type)),this)}visitDictionary(t,n){const r=t.dictionary;return r&&r.length>0&&this.dictionaries.set(n.id,r),this}}class ni extends xs{constructor(t){super(),this._impl=t}get closed(){return this._impl.closed}get schema(){return this._impl.schema}get autoDestroy(){return this._impl.autoDestroy}get dictionaries(){return this._impl.dictionaries}get numDictionaries(){return this._impl.numDictionaries}get numRecordBatches(){return this._impl.numRecordBatches}get footer(){return this._impl.isFile()?this._impl.footer:null}isSync(){return this._impl.isSync()}isAsync(){return this._impl.isAsync()}isFile(){return this._impl.isFile()}isStream(){return this._impl.isStream()}next(){return this._impl.next()}throw(t){return this._impl.throw(t)}return(t){return this._impl.return(t)}cancel(){return this._impl.cancel()}reset(t){return this._impl.reset(t),this._DOMStream=void 0,this._nodeStream=void 0,this}open(t){const n=this._impl.open(t);return ko(n)?n.then(()=>this):this}readRecordBatch(t){return this._impl.isFile()?this._impl.readRecordBatch(t):null}[Symbol.iterator](){return this._impl[Symbol.iterator]()}[Symbol.asyncIterator](){return this._impl[Symbol.asyncIterator]()}toDOMStream(){return ur.toDOMStream(this.isSync()?{[Symbol.iterator]:()=>this}:{[Symbol.asyncIterator]:()=>this})}toNodeStream(){return ur.toNodeStream(this.isSync()?{[Symbol.iterator]:()=>this}:{[Symbol.asyncIterator]:()=>this},{objectMode:!0})}static throughNode(t){throw new Error('"throughNode" not available in this environment')}static throughDOM(t,n){throw new Error('"throughDOM" not available in this environment')}static from(t){return t instanceof ni?t:ny(t)?RL(t):x2(t)?FL(t):ko(t)?(async()=>await ni.from(await t))():S2(t)||fg(t)||_2(t)||Ji(t)?DL(new ys(t)):ML(new rd(t))}static readAll(t){return t instanceof ni?t.isSync()?tw(t):nw(t):ny(t)||ArrayBuffer.isView(t)||ii(t)||w2(t)?tw(t):nw(t)}}class od extends ni{constructor(t){super(t),this._impl=t}[Symbol.iterator](){return this._impl[Symbol.iterator]()}async*[Symbol.asyncIterator](){yield*this[Symbol.iterator]()}}class sd extends ni{constructor(t){super(t),this._impl=t}[Symbol.iterator](){throw new Error("AsyncRecordBatchStreamReader is not Iterable")}[Symbol.asyncIterator](){return this._impl[Symbol.asyncIterator]()}}class ZE extends od{constructor(t){super(t),this._impl=t}}class kL extends sd{constructor(t){super(t),this._impl=t}}class eI{constructor(t=new Map){this.closed=!1,this.autoDestroy=!0,this._dictionaryIndex=0,this._recordBatchIndex=0,this.dictionaries=t}get numDictionaries(){return this._dictionaryIndex}get numRecordBatches(){return this._recordBatchIndex}isSync(){return!1}isAsync(){return!1}isFile(){return!1}isStream(){return!1}reset(t){return this._dictionaryIndex=0,this._recordBatchIndex=0,this.schema=t,this.dictionaries=new Map,this}_loadRecordBatch(t,n){return new Gn(this.schema,t.length,this._loadVectors(t,n,this.schema.fields))}_loadDictionaryBatch(t,n){const{id:r,isDelta:i,data:o}=t,{dictionaries:s,schema:a}=this,l=s.get(r);if(i||!l){const u=a.dictionaries.get(r);return l&&i?l.concat(qe.new(this._loadVectors(o,n,[u])[0])):qe.new(this._loadVectors(o,n,[u])[0])}return l}_loadVectors(t,n,r){return new lE(n,t.nodes,t.buffers,this.dictionaries).visitMany(r)}}class ad extends eI{constructor(t,n){super(n),this._reader=ny(t)?new lj(this._handle=t):new mE(this._handle=t)}isSync(){return!0}isStream(){return!0}[Symbol.iterator](){return this}cancel(){!this.closed&&(this.closed=!0)&&(this.reset()._reader.return(),this._reader=null,this.dictionaries=null)}open(t){return this.closed||(this.autoDestroy=nI(this,t),this.schema||(this.schema=this._reader.readSchema())||this.cancel()),this}throw(t){return!this.closed&&this.autoDestroy&&(this.closed=!0)?this.reset()._reader.throw(t):$t}return(t){return!this.closed&&this.autoDestroy&&(this.closed=!0)?this.reset()._reader.return(t):$t}next(){if(this.closed)return $t;let t,{_reader:n}=this;for(;t=this._readNextMessageAndValidate();)if(t.isSchema())this.reset(t.header());else if(t.isRecordBatch()){this._recordBatchIndex++;const r=t.header(),i=n.readMessageBody(t.bodyLength);return{done:!1,value:this._loadRecordBatch(r,i)}}else if(t.isDictionaryBatch()){this._dictionaryIndex++;const r=t.header(),i=n.readMessageBody(t.bodyLength),o=this._loadDictionaryBatch(r,i);this.dictionaries.set(r.id,o)}return this.schema&&this._recordBatchIndex===0?(this._recordBatchIndex++,{done:!1,value:new Bp(this.schema)}):this.return()}_readNextMessageAndValidate(t){return this._reader.readMessage(t)}}class ld extends eI{constructor(t,n){super(n),this._reader=new aj(this._handle=t)}isAsync(){return!0}isStream(){return!0}[Symbol.asyncIterator](){return this}async cancel(){!this.closed&&(this.closed=!0)&&(await this.reset()._reader.return(),this._reader=null,this.dictionaries=null)}async open(t){return this.closed||(this.autoDestroy=nI(this,t),this.schema||(this.schema=await this._reader.readSchema())||await this.cancel()),this}async throw(t){return!this.closed&&this.autoDestroy&&(this.closed=!0)?await this.reset()._reader.throw(t):$t}async return(t){return!this.closed&&this.autoDestroy&&(this.closed=!0)?await this.reset()._reader.return(t):$t}async next(){if(this.closed)return $t;let t,{_reader:n}=this;for(;t=await this._readNextMessageAndValidate();)if(t.isSchema())await this.reset(t.header());else if(t.isRecordBatch()){this._recordBatchIndex++;const r=t.header(),i=await n.readMessageBody(t.bodyLength);return{done:!1,value:this._loadRecordBatch(r,i)}}else if(t.isDictionaryBatch()){this._dictionaryIndex++;const r=t.header(),i=await n.readMessageBody(t.bodyLength),o=this._loadDictionaryBatch(r,i);this.dictionaries.set(r.id,o)}return this.schema&&this._recordBatchIndex===0?(this._recordBatchIndex++,{done:!1,value:new Bp(this.schema)}):await this.return()}async _readNextMessageAndValidate(t){return await this._reader.readMessage(t)}}class tI extends ad{constructor(t,n){super(t instanceof N1?t:new N1(t),n)}get footer(){return this._footer}get numDictionaries(){return this._footer?this._footer.numDictionaries:0}get numRecordBatches(){return this._footer?this._footer.numRecordBatches:0}isSync(){return!0}isFile(){return!0}open(t){if(!this.closed&&!this._footer){this.schema=(this._footer=this._readFooter()).schema;for(const n of this._footer.dictionaryBatches())n&&this._readDictionaryBatch(this._dictionaryIndex++)}return super.open(t)}readRecordBatch(t){if(this.closed)return null;this._footer||this.open();const n=this._footer&&this._footer.getRecordBatch(t);if(n&&this._handle.seek(n.offset)){const r=this._reader.readMessage(gt.RecordBatch);if(r&&r.isRecordBatch()){const i=r.header(),o=this._reader.readMessageBody(r.bodyLength);return this._loadRecordBatch(i,o)}}return null}_readDictionaryBatch(t){const n=this._footer&&this._footer.getDictionaryBatch(t);if(n&&this._handle.seek(n.offset)){const r=this._reader.readMessage(gt.DictionaryBatch);if(r&&r.isDictionaryBatch()){const i=r.header(),o=this._reader.readMessageBody(r.bodyLength),s=this._loadDictionaryBatch(i,o);this.dictionaries.set(i.id,s)}}}_readFooter(){const{_handle:t}=this,n=t.size-yE,r=t.readInt32(n),i=t.readAt(n-r,r);return wu.decode(i)}_readNextMessageAndValidate(t){if(this._footer||this.open(),this._footer&&this._recordBatchIndex=4?Pg(t)?new ZE(new tI(e.read())):new od(new ad(e)):new od(new ad(function*(){}()))}async function DL(e){const t=await e.peek(qu+7&-8);return t&&t.byteLength>=4?Pg(t)?new ZE(new tI(await e.read())):new sd(new ld(e)):new sd(new ld(async function*(){}()))}async function FL(e){const{size:t}=await e.stat(),n=new id(e,t);return t>=uj&&Pg(await n.readAt(0,qu+7&-8))?new kL(new AL(n)):new sd(new ld(n))}function PL(e,t){if(Ji(e))return LL(e,t);if(ii(e))return jL(e,t);throw new Error("toDOMStream() must be called with an Iterable or AsyncIterable")}function jL(e,t){let n=null;const r=t&&t.type==="bytes"||!1,i=t&&t.highWaterMark||2**24;return new ReadableStream({...t,start(s){o(s,n||(n=e[Symbol.iterator]()))},pull(s){n?o(s,n):s.close()},cancel(){(n&&n.return&&n.return()||!0)&&(n=null)}},{highWaterMark:r?i:void 0,...t});function o(s,a){let l,u=null,c=s.desiredSize||null;for(;!(u=a.next(r?c:null)).done;)if(ArrayBuffer.isView(u.value)&&(l=Ye(u.value))&&(c!=null&&r&&(c=c-l.byteLength+1),u.value=l),s.enqueue(u.value),c!=null&&--c<=0)return;s.close()}}function LL(e,t){let n=null;const r=t&&t.type==="bytes"||!1,i=t&&t.highWaterMark||2**24;return new ReadableStream({...t,async start(s){await o(s,n||(n=e[Symbol.asyncIterator]()))},async pull(s){n?await o(s,n):s.close()},async cancel(){(n&&n.return&&await n.return()||!0)&&(n=null)}},{highWaterMark:r?i:void 0,...t});async function o(s,a){let l,u=null,c=s.desiredSize||null;for(;!(u=await a.next(r?c:null)).done;)if(ArrayBuffer.isView(u.value)&&(l=Ye(u.value))&&(c!=null&&r&&(c=c-l.byteLength+1),u.value=l),s.enqueue(u.value),c!=null&&--c<=0)return;s.close()}}function NL(e){return new $L(e)}class $L{constructor(t){this._numChunks=0,this._finished=!1,this._bufferedSize=0;const{["readableStrategy"]:n,["writableStrategy"]:r,["queueingStrategy"]:i="count",...o}=t;this._controller=null,this._builder=Ut.new(o),this._getSize=i!=="bytes"?rw:iw;const{["highWaterMark"]:s=i==="bytes"?2**14:1e3}={...n},{["highWaterMark"]:a=i==="bytes"?2**14:1e3}={...r};this.readable=new ReadableStream({cancel:()=>{this._builder.clear()},pull:l=>{this._maybeFlush(this._builder,this._controller=l)},start:l=>{this._maybeFlush(this._builder,this._controller=l)}},{highWaterMark:s,size:i!=="bytes"?rw:iw}),this.writable=new WritableStream({abort:()=>{this._builder.clear()},write:()=>{this._maybeFlush(this._builder,this._controller)},close:()=>{this._maybeFlush(this._builder.finish(),this._controller)}},{highWaterMark:a,size:l=>this._writeValueAndReturnChunkSize(l)})}_writeValueAndReturnChunkSize(t){const n=this._bufferedSize;return this._bufferedSize=this._getSize(this._builder.append(t)),this._bufferedSize-n}_maybeFlush(t,n){n!==null&&(this._bufferedSize>=n.desiredSize&&++this._numChunks&&this._enqueue(n,t.toVector()),t.finished&&((t.length>0||this._numChunks===0)&&++this._numChunks&&this._enqueue(n,t.toVector()),!this._finished&&(this._finished=!0)&&this._enqueue(n,null)))}_enqueue(t,n){this._bufferedSize=0,this._controller=null,n===null?t.close():t.enqueue(n)}}const rw=e=>e.length,iw=e=>e.byteLength;function zL(e,t){const n=new zl;let r=null;const i=new ReadableStream({async cancel(){await n.close()},async start(a){await s(a,r||(r=await o()))},async pull(a){r?await s(a,r):a.close()}});return{writable:new WritableStream(n,{highWaterMark:2**14,...e}),readable:i};async function o(){return await(await ni.from(n)).open(t)}async function s(a,l){let u=a.desiredSize,c=null;for(;!(c=await l.next()).done;)if(a.enqueue(c.value),u!=null&&--u<=0)return;a.close()}}function UL(e,t){const n=new this(e),r=new ys(n),i=new ReadableStream({type:"bytes",async cancel(){await r.cancel()},async pull(s){await o(s)},async start(s){await o(s)}},{highWaterMark:2**14,...t});return{writable:new WritableStream(n,e),readable:i};async function o(s){let a=null,l=s.desiredSize;for(;a=await r.read(l||null);)if(s.enqueue(a),l!=null&&(l-=a.byteLength)<=0)return;s.close()}}class ha{eq(t){return t instanceof ha||(t=new ma(t)),new VL(this,t)}le(t){return t instanceof ha||(t=new ma(t)),new WL(this,t)}ge(t){return t instanceof ha||(t=new ma(t)),new HL(this,t)}lt(t){return new cf(this.ge(t))}gt(t){return new cf(this.le(t))}ne(t){return new cf(this.eq(t))}}class ma extends ha{constructor(t){super(),this.v=t}}class rI extends ha{constructor(t){super(),this.name=t}bind(t){if(!this.colidx){this.colidx=-1;const r=t.schema.fields;for(let i=-1;++in.get(r)}}class Qg{and(...t){return new ev(this,...t)}or(...t){return new tv(this,...t)}not(){return new cf(this)}}class Jg extends Qg{constructor(t,n){super(),this.left=t,this.right=n}bind(t){return this.left instanceof ma?this.right instanceof ma?this._bindLitLit(t,this.left,this.right):this._bindLitCol(t,this.left,this.right):this.right instanceof ma?this._bindColLit(t,this.left,this.right):this._bindColCol(t,this.left,this.right)}}class Zg extends Qg{constructor(...t){super(),this.children=t}}Zg.prototype.children=Object.freeze([]);class ev extends Zg{constructor(...t){t=t.reduce((n,r)=>n.concat(r instanceof ev?r.children:r),[]),super(...t)}bind(t){const n=this.children.map(r=>r.bind(t));return(r,i)=>n.every(o=>o(r,i))}}class tv extends Zg{constructor(...t){t=t.reduce((n,r)=>n.concat(r instanceof tv?r.children:r),[]),super(...t)}bind(t){const n=this.children.map(r=>r.bind(t));return(r,i)=>n.some(o=>o(r,i))}}class VL extends Jg{_bindLitLit(t,n,r){const i=n.v==r.v;return()=>i}_bindColCol(t,n,r){const i=n.bind(t),o=r.bind(t);return(s,a)=>i(s,a)==o(s,a)}_bindColLit(t,n,r){const i=n.bind(t);if(n.vector instanceof Wg){let o;const s=n.vector;return s.dictionary!==this.lastDictionary?(o=s.reverseLookup(r.v),this.lastDictionary=s.dictionary,this.lastKey=o):o=this.lastKey,o===-1?()=>!1:a=>s.getKey(a)===o}else return(o,s)=>i(o,s)==r.v}_bindLitCol(t,n,r){return this._bindColLit(t,r,n)}}class WL extends Jg{_bindLitLit(t,n,r){const i=n.v<=r.v;return()=>i}_bindColCol(t,n,r){const i=n.bind(t),o=r.bind(t);return(s,a)=>i(s,a)<=o(s,a)}_bindColLit(t,n,r){const i=n.bind(t);return(o,s)=>i(o,s)<=r.v}_bindLitCol(t,n,r){const i=r.bind(t);return(o,s)=>n.v<=i(o,s)}}class HL extends Jg{_bindLitLit(t,n,r){const i=n.v>=r.v;return()=>i}_bindColCol(t,n,r){const i=n.bind(t),o=r.bind(t);return(s,a)=>i(s,a)>=o(s,a)}_bindColLit(t,n,r){const i=n.bind(t);return(o,s)=>i(o,s)>=r.v}_bindLitCol(t,n,r){const i=r.bind(t);return(o,s)=>n.v>=i(o,s)}}class cf extends Qg{constructor(t){super(),this.child=t}bind(t){const n=this.child.bind(t);return(r,i)=>!n(r,i)}}et.prototype.countBy=function(e){return new 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${yn.label}`]:{paddingLeft:e(1)},[`& .${yn.root}`]:{position:"relative","&:last-of-type":{"&::before":{height:`calc(54px + ${e(1)})`,width:e(2),borderBottom:`1px solid ${t.grey[300]}`}},"&::before":{content:'""',display:"block",position:"absolute",height:`calc(100% + ${e(3)})`,borderBottomLeftRadius:4,borderLeft:`1px solid ${t.grey[300]}`,left:e(-2),top:e(-1)}},[`& .${yn.groupTransition}`]:{marginLeft:0,paddingLeft:`calc(1px + ${e(2)})`,[`& .${yn.root}`]:{pt:1},[`& .${yn.root} .${yn.content}`]:{"&::before":{content:'""',position:"absolute",display:"block",width:e(2),height:e(1),zIndex:0,top:"50%",borderBottom:`1px solid ${t.grey[300]}`,transform:"translate(calc(-100% - 1px), -50%)"}},[`& .${yn.root}:last-of-type > .${yn.content}`]:{"&::before":{width:0}}}}),d$=e=>e.method.obj.cls.name,p$=e=>e.method.name,h$=e=>typeof e.path=="string"?e.path:e.path.path.map(t=>{if(t){if("item_or_attribute"in t)return`.${t.item_or_attribute}`;if("index"in 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Date(e.perf.end_time).getDate()})});return e.calls.forEach((i,o)=>{PI(r,i,i.stack,0,n[o+1])}),r},g$=e=>{const t={},n=[e];for(;n.length!==0;){const r=n.pop();r&&(t[r.nodeId]=r,n.push(...r.children))}return t},jI="root-root-root";class xy{constructor({children:t=[],name:n,stackCell:r,perf:i,raw:o,parentNodes:s=[],span:a}){yt(this,"children");yt(this,"name");yt(this,"path","");yt(this,"methodName","");yt(this,"startTime",0);yt(this,"endTime",0);yt(this,"raw");yt(this,"span");yt(this,"parentNodes",[]);if(i){const l=new Date(i.start_time).getTime(),u=new Date(i.end_time).getTime();this.startTime=l,this.endTime=u}this.children=t,this.name=n,this.raw=o,this.parentNodes=s,this.span=a,r&&(this.path=h$(r),this.methodName=p$(r))}get timeTaken(){return this.endTime-this.startTime}get isRoot(){return this.parentNodes.length===0}get nodeId(){return this.isRoot?jI:`${this.methodName}-${this.name}-${this.startTime??""}-${this.endTime??""}`}get selector(){return["Select.Record",this.path,this.methodName].filter(Boolean).join(".")}get label(){return this.isRoot?this.name:[this.name,this.methodName].join(".")}}function v$({nodeMap:e,root:t,selectedNodeId:n,setSelectedNodeId:r}){const i=(a,l,u)=>{r(u?l:null)},{timeTaken:o,startTime:s}=t;return k.jsx(jN,{sx:{p:1,overflowY:"auto",flexGrow:1,"& > li":{minWidth:"fit-content"}},slots:{collapseIcon:wI,expandIcon:bI},onExpandedItemsChange:()=>{setTimeout(()=>kr.setFrameHeight(),300)},defaultSelectedItems:n??jI,defaultExpandedItems:Object.keys(e)??[],onItemSelectionToggle:i,children:k.jsx(FI,{node:t,depth:0,totalTime:o,treeStart:s})})}function fw({children:e,value:t=!1,onChange:n,sx:r={}}){return k.jsx(ND,{value:t,onChange:n,indicatorColor:"primary",variant:"scrollable",scrollButtons:"auto",sx:rv(b$,r),children:e})}const b$=({spacing:e,palette:t})=>({minHeight:e(5),cursor:"pointer",[`& .${Di.root}`]:{minWidth:"auto",textTransform:"none",minHeight:e(5),py:0,borderTopLeftRadius:e(.5),borderTopRightRadius:e(.5)},[`& .${Di.selected}`]:{backgroundColor:t.primary.lighter,":hover":{backgroundColor:t.primary.lighter}},"& button:hover":{backgroundColor:t.grey[50]}}),w$=["Details","Span JSON"],x$=["Metadata","Record JSON","App JSON"],S$=["Tree","Timeline"];function _$({appJSON:e,nodeMap:t,recordJSON:n,root:r}){const[i,o]=B.useState(null),[s,a]=B.useState("Tree"),[l,u]=B.useState("Details"),c=i?t[i]:r,f=()=>{var h;if(l==="App JSON")return k.jsx(ho,{src:e});if(l==="Span JSON")return k.jsx(ho,{src:i===r.nodeId?n:c.raw??{}});if(l==="Record JSON")return k.jsx(ho,{src:n});if(l==="Metadata"){const{meta:y}=n;return!y||!((h=Object.keys(y))!=null&&h.length)?k.jsx(Nt,{children:"No record metadata available."}):typeof y=="object"?k.jsx(ho,{src:y}):k.jsxs(Nt,{children:["Invalid metadata type. Expected a dictionary but got ",String(y)??"unknown object"]})}return k.jsx(G8,{selectedNode:c,recordJSON:n})},p=s==="Timeline";return k.jsxs(rs,{container:!0,sx:{border:({palette:h})=>`1px solid ${h.grey[300]}`,borderRadius:({spacing:h})=>h(.5),[`& > .${Aa.item}`]:{border:({palette:h})=>`1px solid ${h.grey[300]}`}},children:[k.jsxs(rs,{item:!0,xs:12,md:p?12:5,lg:p?12:4,sx:{display:"flex",flexDirection:"column"},children:[k.jsx(fw,{value:s,onChange:(h,y)=>a(y),sx:{borderBottom:({palette:h})=>`2px solid ${h.grey[300]}`},children:S$.map(h=>k.jsx(_h,{label:h,value:h,id:h},h))}),p?k.jsx(P8,{selectedNodeId:i,setSelectedNodeId:o,root:r}):k.jsx(v$,{selectedNodeId:i,setSelectedNodeId:o,root:r,nodeMap:t})]}),k.jsxs(rs,{item:!0,xs:12,md:p?12:7,lg:p?12:8,children:[k.jsxs(fw,{value:l,onChange:(h,y)=>u(y),sx:{borderBottom:({palette:h})=>`2px solid ${h.grey[300]}`},children:[w$.map(h=>k.jsx(_h,{label:h,value:h,id:h},h)),k.jsx(qt,{sx:{flexGrow:1}}),x$.map(h=>k.jsx(_h,{label:h,value:h,id:h},h))]}),k.jsx(ps,{gap:2,sx:{flexGrow:1,p:1,mb:4},children:f()})]})]})}class E$ extends GL{constructor(){super(...arguments);yt(this,"render",()=>{const{record_json:n,app_json:r,raw_spans:i}=this.props.args,o=(i==null?void 0:i.map(k8))??[],s=y$(n,r.app_id,o),a=g$(s);return k.jsx(_$,{root:s,recordJSON:n,nodeMap:a,appJSON:r})})}}const I$=qL(E$),LI=["SourceSansPro","Arial","sans-serif"].join(","),Uh={WebkitFontSmoothing:"auto",height:"100%",width:"100%",margin:0,fontFamily:LI},Ft=Zy({palette:{primary:{lighter:cy,light:ud,main:lI,dark:r8},info:{light:i8,main:o8,dark:s8},action:{hover:cy,hoverOpacity:.25},error:{light:p8,main:l8},grey:{50:h8,100:m8,300:y8,500:g8,600:v8,900:b8},important:{main:d8},destructive:{main:u8}},typography:{fontFamily:LI,h1:{fontSize:"2rem",fontWeight:600,lineHeight:1.2,letterSpacing:"-0.02em",margin:0},h2:{fontSize:"1.5rem",fontWeight:600,lineHeight:1.35,letterSpacing:"-0.02em",margin:0},h3:{fontSize:"1.5rem",fontWeight:400,lineHeight:1.35,margin:0},h4:{fontSize:"1.25rem",fontWeight:600,lineHeight:1.2,margin:0},h5:{fontSize:"1.1rem",fontWeight:600,lineHeight:1.1,margin:0},body2:{fontSize:"1rem",fontWeight:400,lineHeight:1.5,letterSpacing:"0.01em",margin:0},bodyStrong:{fontSize:"1rem",fontWeight:600,lineHeight:1.5,letterSpacing:"0.01em",margin:0,color:Wh[600]},fontWeightBold:600,button:{fontSize:"0.875rem",fontWeight:600,lineHeight:1.15,letterSpacing:"0.03em",textTransform:"uppercase"},subtitle1:{fontSize:"0.75rem",fontWeight:400,lineHeight:1.3,letterSpacing:"0.01em",color:Wh[600]},menu:{fontWeight:600,fontSize:"0.875rem",lineHeight:1.15,letterSpacing:"0.03em"},code:{color:"rgb(9,171,59)",fontFamily:'"Source Code Pro", monospace',margin:0,fontSize:"0.75em",borderRadius:"0.25rem",background:"rgb(250,250,250)",width:"fit-content"}}});Ft.components={MuiCssBaseline:{styleOverrides:{html:Uh,body:Uh,"#root":Uh,h1:Ft.typography.h1,h2:Ft.typography.h2,h3:Ft.typography.h3,h4:Ft.typography.h4,h5:Ft.typography.h5,p:Ft.typography.body2,".link":{color:Ft.palette.primary.main,textDecoration:"underline",cursor:"pointer"},".disabled":{color:Ft.palette.grey[400]},".input":{color:Ft.palette.grey[600],fontStyle:"italic"},".detail":Ft.typography.subtitle1,".dot":{height:Ft.spacing(2),width:Ft.spacing(2),borderRadius:Ft.spacing(2),marginRight:Ft.spacing(1),display:"flex"},a:{color:"unset","&:link":{textDecoration:"none"},"&:visited":{textDecoration:"none"}}}},MuiButton:{styleOverrides:{sizeLarge:{padding:Ft.spacing(2),height:Ft.spacing(6)},sizeMedium:{padding:Ft.spacing(2),height:Ft.spacing(6)},sizeSmall:{height:Ft.spacing(4),lineHeight:1}},variants:[{props:{color:"primary",variant:"contained"},style:{":hover":{backgroundColor:aI}}},{props:{color:"primary",variant:"outlined"},style:{borderColor:ud,":hover":{borderColor:ud,backgroundColor:cy}}},{props:{color:"important"},style:{color:Ft.palette.grey[900],":hover":{backgroundColor:f8}}},{props:{color:"destructive"},style:{color:"#FFFFFF",":hover":{background:c8}}}]},MuiInputBase:{styleOverrides:{root:{height:Ft.spacing(5)}}},MuiTouchRipple:{styleOverrides:{root:{height:Ft.spacing(6)}}}};Xm.createRoot(document.getElementById("root")).render(k.jsx(Qr.StrictMode,{children:k.jsx(Kw,{injectFirst:!0,children:k.jsx(eA,{theme:Ft,children:k.jsx(I$,{})})})})); diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/dist/index.html b/trulens_eval/trulens_eval/react_components/record_viewer/dist/index.html index 630558b75..3d6b5a9d6 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/dist/index.html +++ b/trulens_eval/trulens_eval/react_components/record_viewer/dist/index.html @@ -4,7 +4,7 @@ Record viewer - + diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordInfo.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordInfo.tsx index 4f20951d7..92c287e74 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordInfo.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordInfo.tsx @@ -89,18 +89,24 @@ export default function RecordInfo({ appJSON, nodeMap, recordJSON, root }: Recor `0.5px solid ${palette.grey[300]}`, - borderRadius: 0.5, - [`& .${gridClasses.item}`]: { - border: ({ palette }) => `0.5px solid ${palette.grey[300]}`, + border: ({ palette }) => `1px solid ${palette.grey[300]}`, + borderRadius: ({ spacing }) => spacing(0.5), + [`& > .${gridClasses.item}`]: { + border: ({ palette }) => `1px solid ${palette.grey[300]}`, }, }} > - + setSelectedSpanView(value as SPAN_VIEW)} - sx={{ borderBottom: ({ palette }) => `1px solid ${palette.grey[300]}` }} + sx={{ borderBottom: ({ palette }) => `2px solid ${palette.grey[300]}` }} > {SPAN_VIEWS.map((tab) => ( @@ -123,7 +129,7 @@ export default function RecordInfo({ appJSON, nodeMap, recordJSON, root }: Recor setSelectedTab(value as RECORD_CONTENT_TABS)} - sx={{ borderBottom: ({ palette }) => `1px solid ${palette.grey[300]}` }} + sx={{ borderBottom: ({ palette }) => `2px solid ${palette.grey[300]}` }} > {SPAN_TREE_TABS.map((tab) => ( diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTable.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTable.tsx index 046ad4394..67b85db95 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTable.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTable.tsx @@ -38,8 +38,7 @@ export default function RecordTable({ root, selectedNodeId, setSelectedNodeId }: } const recordTableSx: SxProps = { - borderRadius: 4, - border: ({ palette }) => `0.5px solid ${palette.grey[300]}`, + borderRadius: ({ spacing }) => spacing(0.5), minWidth: 650, '& th': { diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTableRow.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTableRow.tsx index e37db81da..aec89fc2e 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTableRow.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/RecordTableRow.tsx @@ -3,6 +3,7 @@ import { Box, IconButton, SxProps, TableCell, TableRow, Theme, Typography } from import { useEffect, useState } from 'react'; import { Streamlit } from 'streamlit-component-lib'; +import SpanIconDisplay from '@/RecordTable/SpanIconDisplay'; import { SpanTooltip } from '@/SpanTooltip'; import { StackTreeNode } from '@/utils/StackTreeNode'; @@ -27,7 +28,7 @@ export default function RecordTableRowRecursive({ const [expanded, setExpanded] = useState(true); - const { nodeId, startTime, timeTaken, selector, label } = node; + const { nodeId, startTime, timeTaken, selector, label, span } = node; const isNodeSelected = selectedNodeId === nodeId; @@ -47,11 +48,11 @@ export default function RecordTableRowRecursive({ {expanded ? : } )} - + + + {label} - - {selector} - + {selector} @@ -90,7 +91,7 @@ export default function RecordTableRowRecursive({ const recordBarSx: SxProps = { position: 'relative', height: 20, - borderRadius: 0.5, + borderRadius: ({ spacing }) => spacing(0.5), }; const recordRowSx: SxProps = { diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/SpanIconDisplay.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/SpanIconDisplay.tsx new file mode 100644 index 000000000..ffc4d1e71 --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTable/SpanIconDisplay.tsx @@ -0,0 +1,31 @@ +import { Box, SxProps, Theme } from '@mui/material'; + +import { DEFAULT_SPAN_TYPE_PROPS, SPAN_TYPE_PROPS } from '@/icons/SpanIcon'; +import { SpanType } from '@/utils/Span'; + +interface SpanIconProps { + spanType?: SpanType; +} + +export default function SpanIconDisplay({ spanType = SpanType.UNTYPED }: SpanIconProps) { + const { backgroundColor, Icon, color } = SPAN_TYPE_PROPS[spanType] ?? DEFAULT_SPAN_TYPE_PROPS; + + return ( + + + + ); +} + +const iconSx: SxProps = { + p: 0.5, + height: '16px', + width: '16px', +}; + +const containerSx: SxProps = { + display: 'flex', + borderRadius: ({ spacing }) => spacing(0.5), + flexDirection: 'column', + justifyContent: 'center', +}; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeDetails.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeDetails.tsx index 2834e23eb..f94e580c8 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeDetails.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeDetails.tsx @@ -1,56 +1,20 @@ -import { Grid, Stack, Typography } from '@mui/material'; - -import JSONViewer from '@/JSONViewer'; -import LabelAndValue from '@/LabelAndValue'; -import Panel from '@/Panel'; -import Section from '@/RecordTree/Details/Section'; -import { summarySx } from '@/RecordTree/Details/styles'; -import TracePanel from '@/RecordTree/Details/TracePanel'; +import LLMDetails from '@/RecordTree/Details/NodeSpecificDetails/LLMDetails'; +import NodeDetailsContainer from '@/RecordTree/Details/NodeSpecificDetails/NodeDetailsContainer'; +import { CommonDetailsProps } from '@/RecordTree/Details/NodeSpecificDetails/types'; +import { SpanLLM, SpanRetriever } from '@/utils/Span'; import { StackTreeNode } from '@/utils/StackTreeNode'; -import { RecordJSONRaw } from '@/utils/types'; - -type DetailsProps = { - selectedNode: StackTreeNode; - recordJSON: RecordJSONRaw; -}; - -export default function NodeDetails({ selectedNode, recordJSON }: DetailsProps) { - const { timeTaken: nodeTime, raw, selector } = selectedNode; - - // eslint-disable-next-line @typescript-eslint/no-unsafe-assignment - const { args, rets } = raw ?? {}; - let returnValueDisplay = No return values recorded; - if (rets) { - if (typeof rets === 'string') returnValueDisplay = {rets}; - if (typeof rets === 'object') returnValueDisplay = ; - } +import RetrieverDetails from './NodeSpecificDetails/RetrieverDetails'; - return ( - <> - - {nodeTime} ms} /> - +export default function NodeDetails({ selectedNode, recordJSON }: CommonDetailsProps) { + const { span } = selectedNode; - - - - -
- {args ? : 'No arguments recorded.'} -
+ if (!span) return ; + if (span instanceof SpanLLM) + return } recordJSON={recordJSON} />; -
- {returnValueDisplay} -
- - - + if (span instanceof SpanRetriever) + return } recordJSON={recordJSON} />; - - - - - - ); + return ; } diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/LLMDetails.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/LLMDetails.tsx new file mode 100644 index 000000000..0db54f9e2 --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/LLMDetails.tsx @@ -0,0 +1,20 @@ +import { Typography } from '@mui/material'; + +import LabelAndValue from '@/LabelAndValue'; +import NodeDetailsContainer from '@/RecordTree/Details/NodeSpecificDetails/NodeDetailsContainer'; +import { CommonDetailsProps } from '@/RecordTree/Details/NodeSpecificDetails/types'; +import { SpanLLM } from '@/utils/Span'; + +type LLMDetailsProps = CommonDetailsProps; + +export default function LLMDetails({ selectedNode, recordJSON }: LLMDetailsProps) { + return ( + {selectedNode.span?.modelName ?? 'N/A'}} /> + } + /> + ); +} diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/NodeDetailsContainer.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/NodeDetailsContainer.tsx new file mode 100644 index 000000000..9c4965673 --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/NodeDetailsContainer.tsx @@ -0,0 +1,62 @@ +import { Grid, Stack, Typography } from '@mui/material'; +import { PropsWithChildren, ReactElement } from 'react'; + +import JSONViewer from '@/JSONViewer'; +import LabelAndValue from '@/LabelAndValue'; +import Panel from '@/Panel'; +import { CommonDetailsProps } from '@/RecordTree/Details/NodeSpecificDetails/types'; +import Section from '@/RecordTree/Details/Section'; +import { summarySx } from '@/RecordTree/Details/styles'; +import TracePanel from '@/RecordTree/Details/TracePanel'; +import { toHumanSpanType } from '@/utils/Span'; + +type DetailsProps = PropsWithChildren< + CommonDetailsProps & { + labels?: ReactElement; + } +>; + +export default function NodeDetailsContainer({ selectedNode, recordJSON, children, labels }: DetailsProps) { + const { timeTaken: nodeTime, raw, selector, span } = selectedNode; + + // eslint-disable-next-line @typescript-eslint/no-unsafe-assignment + const { args, rets } = raw ?? {}; + + let returnValueDisplay = No return values recorded; + if (rets) { + if (typeof rets === 'string') returnValueDisplay = {rets}; + if (typeof rets === 'object') returnValueDisplay = ; + } + + return ( + <> + + {toHumanSpanType(span?.type)}} /> + {nodeTime} ms} /> + {labels} + + + + + + +
+ {args ? : 'No arguments recorded.'} +
+ +
+ {returnValueDisplay} +
+ + + + + {children} + + + + + + + ); +} diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/RetrieverDetails.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/RetrieverDetails.tsx new file mode 100644 index 000000000..d691757f5 --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/RetrieverDetails.tsx @@ -0,0 +1,50 @@ +import { Grid, Stack, Typography } from '@mui/material'; + +import JSONViewer from '@/JSONViewer'; +import LabelAndValue from '@/LabelAndValue'; +import Panel from '@/Panel'; +import NodeDetailsContainer from '@/RecordTree/Details/NodeSpecificDetails/NodeDetailsContainer'; +import { CommonDetailsProps } from '@/RecordTree/Details/NodeSpecificDetails/types'; +import Section from '@/RecordTree/Details/Section'; +import { SpanRetriever } from '@/utils/Span'; + +type RetrieverDetailsProps = CommonDetailsProps; + +export default function RetrieverDetails({ selectedNode, recordJSON }: RetrieverDetailsProps) { + const { span } = selectedNode; + + if (!span) return ; + + const { inputText, inputEmbedding, distanceType, numContexts, retrievedContexts } = span; + + return ( + + {distanceType ?? 'N/A'}} /> + {numContexts ?? 'N/A'}} /> + + } + > + + + +
+ {inputText ?? 'N/A'} +
+ +
+ {inputEmbedding ? : N/A} +
+ +
+ {retrievedContexts?.length ? : N/A} +
+ + + + + ); +} diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/types.ts b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/types.ts new file mode 100644 index 000000000..6e24f32ad --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/NodeSpecificDetails/types.ts @@ -0,0 +1,8 @@ +import { Span } from '@/utils/Span'; +import { StackTreeNode } from '@/utils/StackTreeNode'; +import { RecordJSONRaw } from '@/utils/types'; + +export type CommonDetailsProps = { + selectedNode: StackTreeNode; + recordJSON: RecordJSONRaw; +}; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/RootDetails.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/RootDetails.tsx index 463ff06de..c7e867a8d 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/RootDetails.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/RootDetails.tsx @@ -28,6 +28,6 @@ const rootDetailsContainerSx: SxProps = { border: ({ palette }) => `1px solid ${palette.grey[300]}`, pl: 2, py: 1, - borderRadius: 0.5, + borderRadius: ({ spacing }) => spacing(0.5), width: 'fit-content', }; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/styles.ts b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/styles.ts index d8b09452d..d42c10930 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/styles.ts +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/Details/styles.ts @@ -4,6 +4,6 @@ export const summarySx: SxProps = { border: ({ palette }) => `1px solid ${palette.grey[300]}`, pl: 2, py: 1, - borderRadius: 0.5, + borderRadius: ({ spacing }) => spacing(0.5), width: 'fit-content', }; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTree.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTree.tsx index 7ef05f854..6c4b549dc 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTree.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTree.tsx @@ -29,7 +29,7 @@ export default function RecordTree({ nodeMap, root, selectedNodeId, setSelectedN sx={{ p: 1, overflowY: 'auto', - flexGrow: 0, + flexGrow: 1, [`& > li`]: { minWidth: 'fit-content', }, diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCell.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCell.tsx index b0d0ca169..b2136ea08 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCell.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCell.tsx @@ -8,6 +8,8 @@ import { SpanTooltip } from '@/SpanTooltip'; import Tag from '@/Tag'; import { StackTreeNode } from '@/utils/StackTreeNode'; +import SpanIconDisplay from './SpanIconDisplay'; + type RecordTreeCellProps = TreeItemContentProps & { node: StackTreeNode; }; @@ -33,23 +35,24 @@ export const RecordTreeCell = forwardRef(function CustomContent(props: RecordTre ({ - [`&:hover > div`]: { + [`&:hover`]: { background: `${palette.grey[100]}`, }, - [`&.${classes.focused} > div`]: { + [`&.${classes.focused}`]: { background: `${palette.grey[50]}`, }, - [`&.${classes.focused}:hover > div`]: { + [`&.${classes.focused}:hover`]: { background: `${palette.grey[100]}`, }, - [`&.${classes.selected} > div`]: { + [`&.${classes.selected}`]: { background: `${palette.primary.lighter!}`, border: `1px solid ${palette.primary.main}`, }, - [`&.${classes.selected}:hover > div`]: { + [`&.${classes.selected}:hover`]: { background: `${palette.primary.light}`, }, + border: `1px solid ${palette.grey[300]}`, })} className={clsx(className, classes.root, { [classes.expanded]: expanded, @@ -61,13 +64,17 @@ export const RecordTreeCell = forwardRef(function CustomContent(props: RecordTre ref={ref as React.Ref} > - - - {label} - - - {selector} - + + + + + + {label} + + + {selector} + + - handleExpansionClick(event)}>{icon} + handleExpansionClick(event)} sx={iconContainerSx}> + {icon} + ); }); -const cellSx: SxProps = ({ spacing, palette }) => ({ +const cellSx: SxProps = () => ({ display: 'flex', - border: `1px solid ${palette.grey[300]}`, - p: 1, - borderRadius: spacing(0.5), width: '-webkit-fill-available', - alignItems: 'center', - justifyContent: 'space-between', - '& svg': { - color: palette.grey[600], - }, + alignItems: 'stretch', overflow: 'hidden', }); + +const iconContainerSx: SxProps = ({ palette }) => ({ + pr: 1, + color: palette.grey[600], + display: 'flex', + flexDirection: 'column', + justifyContent: 'center', +}); + const ellipsisSx: SxProps = { textOverflow: 'ellipsis', overflow: 'hidden', diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCellRecursive.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCellRecursive.tsx index 3cbc91e93..4bc9ecdbc 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCellRecursive.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/RecordTreeCellRecursive.tsx @@ -80,7 +80,7 @@ const treeItemSx: SxProps = ({ spacing, palette }) => ({ }, [`& .${treeItemClasses.groupTransition}`]: { marginLeft: 0, - paddingLeft: spacing(2), + paddingLeft: `calc(1px + ${spacing(2)})`, [`& .${treeItemClasses.root}`]: { pt: 1, }, @@ -92,9 +92,10 @@ const treeItemSx: SxProps = ({ spacing, palette }) => ({ display: 'block', width: spacing(2), height: spacing(1), + zIndex: 0, top: '50%', borderBottom: `1px solid ${palette.grey[300]}`, - transform: 'translate(-100%, -50%)', + transform: 'translate(calc(-100% - 1px), -50%)', }, }, diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/SpanIconDisplay.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/SpanIconDisplay.tsx new file mode 100644 index 000000000..b57564b25 --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordTree/SpanIconDisplay.tsx @@ -0,0 +1,28 @@ +import { Box, SxProps, Theme } from '@mui/material'; + +import { DEFAULT_SPAN_TYPE_PROPS, SPAN_TYPE_PROPS } from '@/icons/SpanIcon'; +import { SpanType } from '@/utils/Span'; + +interface SpanIconProps { + spanType?: SpanType; +} + +export default function SpanIconDisplay({ spanType = SpanType.UNTYPED }: SpanIconProps) { + const { backgroundColor, Icon, color } = SPAN_TYPE_PROPS[spanType] ?? DEFAULT_SPAN_TYPE_PROPS; + + return ( + + + + ); +} + +const iconSx: SxProps = { + p: 1, +}; + +const containerSx: SxProps = { + display: 'flex', + flexDirection: 'column', + justifyContent: 'center', +}; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordViewer.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordViewer.tsx index f77a193ab..8eb714de0 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordViewer.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/RecordViewer.tsx @@ -2,6 +2,7 @@ import { ReactNode } from 'react'; import { StreamlitComponentBase, withStreamlitConnection } from 'streamlit-component-lib'; import RecordInfo from '@/RecordInfo'; +import { createSpan } from '@/utils/Span'; import { DataRaw } from '@/utils/types'; import { createNodeMap, createTreeFromCalls } from '@/utils/utils'; @@ -17,12 +18,14 @@ class RecordViewer extends StreamlitComponentBase { // This seems to currently be the best way to type args, since // StreamlitComponentBase appears happy to just give it "any". - const { record_json: recordJSON, app_json: appJSON } = this.props.args as DataRaw; + const { record_json: recordJSON, app_json: appJSON, raw_spans: rawSpans } = this.props.args as DataRaw; + + const spans = rawSpans?.map(createSpan) ?? []; /** * Actual code begins */ - const root = createTreeFromCalls(recordJSON, appJSON.app_id); + const root = createTreeFromCalls(recordJSON, appJSON.app_id, spans); const nodeMap = createNodeMap(root); return ; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/SpanTooltip/SpanTooltip.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/SpanTooltip/SpanTooltip.tsx index 98629e8a8..9b6c7eed6 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/SpanTooltip/SpanTooltip.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/SpanTooltip/SpanTooltip.tsx @@ -2,6 +2,7 @@ import { Box } from '@mui/material'; import { ReactElement } from 'react'; import StyledTooltip from '@/StyledTooltip'; +import { toHumanSpanType } from '@/utils/Span'; import { StackTreeNode } from '@/utils/StackTreeNode'; type SpanTooltipProps = { @@ -10,12 +11,17 @@ type SpanTooltipProps = { }; export default function SpanTooltip({ node, children }: SpanTooltipProps) { - const { startTime, endTime, selector } = node; + const { startTime, endTime, selector, span } = node; return ( + + Span type: + {toHumanSpanType(span?.type)} + +
Selector: {selector} diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/Tag/Tag.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/Tag/Tag.tsx index 5c31dee85..b21fe1454 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/Tag/Tag.tsx +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/Tag/Tag.tsx @@ -27,7 +27,7 @@ const tagMainContainerStyles: SxProps = { display: 'flex', flexDirection: 'row', padding: (theme) => theme.spacing(1 / 2, 1), - borderRadius: '4px', + borderRadius: ({ spacing }) => spacing(0.5), width: 'fit-content', height: 'fit-content', }; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/icons/SpanIcon.tsx b/trulens_eval/trulens_eval/react_components/record_viewer/src/icons/SpanIcon.tsx new file mode 100644 index 000000000..a60926bce --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/icons/SpanIcon.tsx @@ -0,0 +1,53 @@ +import { AccountTreeOutlined, LibraryBooksOutlined, WidgetsOutlined } from '@mui/icons-material'; +import { SvgIcon } from '@mui/material'; + +import { DV_BLUE, DV_GRASS, DV_GREEN, DV_MINT, DV_PLUM, DV_PURPLE, DV_YELLOW, DVColor } from '@/utils/colors'; +import { SpanType } from '@/utils/Span'; + +export const DEFAULT_SPAN_TYPE_PROPS = { + backgroundColor: DV_BLUE[DVColor.DARK], + Icon: WidgetsOutlined, + color: DV_BLUE[DVColor.LIGHT], +}; + +export const SPAN_TYPE_PROPS: { [key in SpanType]: { backgroundColor: string; Icon: typeof SvgIcon; color: string } } = + { + [SpanType.UNTYPED]: DEFAULT_SPAN_TYPE_PROPS, + [SpanType.ROOT]: { + backgroundColor: 'primary.main', + Icon: AccountTreeOutlined, + color: 'primary.light', + }, + [SpanType.RETRIEVER]: { + backgroundColor: DV_YELLOW[DVColor.DARK], + Icon: LibraryBooksOutlined, + color: DV_YELLOW[DVColor.LIGHT], + }, + [SpanType.RERANKER]: { + backgroundColor: DV_PURPLE[DVColor.DARK], + Icon: AccountTreeOutlined, + color: DV_PURPLE[DVColor.LIGHT], + }, + [SpanType.LLM]: { + backgroundColor: DV_GREEN[DVColor.DARK], + Icon: AccountTreeOutlined, + color: DV_GREEN[DVColor.LIGHT], + }, + [SpanType.EMBEDDING]: { + backgroundColor: DV_GRASS[DVColor.DARK], + Icon: AccountTreeOutlined, + color: DV_GRASS[DVColor.LIGHT], + }, + [SpanType.TOOL]: { + backgroundColor: DV_PLUM[DVColor.DARK], + Icon: AccountTreeOutlined, + color: DV_PLUM[DVColor.LIGHT], + }, + [SpanType.AGENT]: { + backgroundColor: DV_MINT[DVColor.DARK], + Icon: AccountTreeOutlined, + color: DV_MINT[DVColor.LIGHT], + }, + [SpanType.TASK]: DEFAULT_SPAN_TYPE_PROPS, + [SpanType.OTHER]: DEFAULT_SPAN_TYPE_PROPS, + }; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/Span.ts b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/Span.ts new file mode 100644 index 000000000..c07236b1b --- /dev/null +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/Span.ts @@ -0,0 +1,204 @@ +import { SpanRaw } from './types'; + +export enum SpanType { + UNTYPED = 'SpanUntyped', + ROOT = 'SpanRoot', + RETRIEVER = 'SpanRetriever', + RERANKER = 'SpanReranker', + LLM = 'SpanLLM', + EMBEDDING = 'SpanEmbedding', + TOOL = 'SpanTool', + AGENT = 'SpanAgent', + TASK = 'SpanTask', + OTHER = 'SpanOther', +} + +/** + * Utility function to convert the span types above to make them more human-readable + * by removing the substring 'Span'. + */ +export const toHumanSpanType = (spanType?: SpanType) => { + if (!spanType) return 'Other'; + + return spanType.split('Span').join(''); +}; + +/** + * Base class for spans. + * + * Note: keep in sync with `trulens_eval/trace/span.py`. + */ +export class Span { + // Identifier for the span + spanId: number; + + // Identifier for the trace this span belongs to. + traceId: number; + + // Tags associated with the span. + tags: string[] = []; + + // Type of span. + type: SpanType = SpanType.UNTYPED; + + // Metadata of span. + metadata: Record; + + // Name of span. + name: string; + + // Start timestamp of span. + startTimestamp: number; + + // End timestamp of span. Optional until the span finishes. + endTimestamp: number | null; + + // Status of span. + status: 'UNSET' | 'OK' | 'Error'; + + // Description of status, if available. + statusDescription: string | null; + + // Span attributes. + // eslint-disable-next-line @typescript-eslint/no-explicit-any + attributes: Record; + + static vendorAttr(attributeName: string) { + return `trulens_eval@${attributeName}`; + } + + constructor(rawSpan: SpanRaw) { + this.name = rawSpan.name; + this.startTimestamp = rawSpan.start_timestamp; + this.endTimestamp = rawSpan.end_timestamp ?? null; + this.status = rawSpan.status; + this.statusDescription = rawSpan.status_description ?? null; + + const [spanId, traceId] = rawSpan.context ?? [-1, -1]; + this.spanId = spanId; + this.traceId = traceId; + + this.attributes = rawSpan.attributes ?? {}; + this.metadata = rawSpan.attributes_metadata ?? {}; + } + + getAttribute(attributeName: string) { + // eslint-disable-next-line @typescript-eslint/no-unsafe-return + return this.attributes[Span.vendorAttr(attributeName)]; + } +} + +export class SpanRoot extends Span { + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.ROOT; + } +} + +export class SpanRetriever extends Span { + // Input text whose related contexts are being retrieved. + inputText: string | null; + + // Embedding of the input text. + inputEmbedding: number[] | null; + + // Distance function used for ranking contexts. + distanceType: string | null; + + // The number of contexts requested, not necessarily retrieved. + numContexts: number; + + // The retrieved contexts. + retrievedContexts: string[] | null; + + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.RETRIEVER; + + this.inputText = (this.getAttribute('input_text') as string) ?? null; + this.inputEmbedding = (this.getAttribute('input_embedding') as number[]) ?? null; + this.distanceType = (this.getAttribute('distance_type') as string) ?? null; + this.numContexts = (this.getAttribute('num_contexts') as number) ?? null; + this.retrievedContexts = (this.getAttribute('retrieved_contexts') as string[]) ?? null; + } +} + +export class SpanReranker extends Span { + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.RERANKER; + } +} + +export class SpanLLM extends Span { + // The model name of the LLM + modelName: string | null; + + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.LLM; + this.modelName = (this.getAttribute('model_name') as string) ?? null; + } +} + +export class SpanEmbedding extends Span { + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.EMBEDDING; + } +} + +export class SpanTool extends Span { + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.TOOL; + } +} + +export class SpanAgent extends Span { + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.AGENT; + } +} + +export class SpanTask extends Span { + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.TASK; + } +} + +export class SpanOther extends Span { + constructor(rawSpan: SpanRaw) { + super(rawSpan); + this.type = SpanType.OTHER; + } +} + +export const createSpan = (rawSpan: SpanRaw) => { + const rawSpanType = rawSpan.attributes?.[Span.vendorAttr('span_type')] ?? SpanType.UNTYPED; + + switch (rawSpanType as SpanType) { + case SpanType.ROOT: + return new SpanRoot(rawSpan); + case SpanType.RETRIEVER: + return new SpanRetriever(rawSpan); + case SpanType.RERANKER: + return new SpanReranker(rawSpan); + case SpanType.LLM: + return new SpanLLM(rawSpan); + case SpanType.EMBEDDING: + return new SpanEmbedding(rawSpan); + case SpanType.TOOL: + return new SpanTool(rawSpan); + case SpanType.AGENT: + return new SpanAgent(rawSpan); + case SpanType.TASK: + return new SpanTask(rawSpan); + case SpanType.OTHER: + return new SpanOther(rawSpan); + default: + return new Span(rawSpan); + } +}; diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/StackTreeNode.ts b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/StackTreeNode.ts index 21d22e60f..68fe75c17 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/StackTreeNode.ts +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/StackTreeNode.ts @@ -1,9 +1,10 @@ +import { Span } from '@/utils/Span'; import { CallJSONRaw, PerfJSONRaw, StackJSONRaw } from '@/utils/types'; import { getMethodNameFromCell, getPathName } from '@/utils/utils'; export const ROOT_NODE_ID = 'root-root-root'; -export class StackTreeNode { +export class StackTreeNode { children: StackTreeNode[]; name: string; @@ -18,6 +19,8 @@ export class StackTreeNode { raw?: CallJSONRaw; + span?: SpanType; + parentNodes: StackTreeNode[] = []; constructor({ @@ -27,6 +30,7 @@ export class StackTreeNode { perf, raw, parentNodes = [], + span, }: { children?: StackTreeNode[]; name: string; @@ -34,6 +38,7 @@ export class StackTreeNode { raw?: CallJSONRaw; parentNodes?: StackTreeNode[]; perf?: PerfJSONRaw; + span?: SpanType; }) { if (perf) { const startTime = new Date(perf.start_time).getTime(); @@ -46,6 +51,7 @@ export class StackTreeNode { this.name = name; this.raw = raw; this.parentNodes = parentNodes; + this.span = span; if (stackCell) { this.path = getPathName(stackCell); diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/colors.ts b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/colors.ts index 9806f7927..226d254cc 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/colors.ts +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/colors.ts @@ -107,18 +107,32 @@ export const BLACK: Color = '#212121'; */ // Data Vizualization Colors -export const CO01: DVColorScale = ['#54A08E', '#A4CBC1', '#366567', '#7BADA4', '#1C383E']; -export const CO02: DVColorScale = ['#F8D06D', '#F0EC89', '#AD743E', '#F4E07B', '#5C291A']; -export const CO03: DVColorScale = ['#5690C5', '#8DA6BF', '#274F69', '#6D90B1', '#0B1D26']; -export const CO04: DVColorScale = ['#E77956', '#FFDBA3', '#A8402D', '#FBAD78', '#571610']; -export const CO05: DVColorScale = ['#959CFA', '#D5D1FF', '#5F74B3', '#B2B1FF', '#314A66']; -export const CO06: DVColorScale = ['#957A89', '#D2C0C4', '#664F5E', '#B59CA6', '#352731']; -export const CO07: DVColorScale = ['#78AE79', '#C7DFC3', '#5D8955', '#9FC79D', '#436036']; -export const CO08: DVColorScale = ['#FF8DA1', '#FFC9F1', '#C15F84', '#FFA9D0', '#823966']; -export const CO09: DVColorScale = ['#74B3C0', '#99D4D2', '#537F88', '#BFE6DD', '#314B50']; -export const CO10: DVColorScale = ['#A484BD', '#CBC7E4', '#745E86', '#B5A5D1', '#45384F']; -const DVColors: DVColorScale[] = [CO01, CO02, CO03, CO04, CO05, CO06, CO07, CO08, CO09, CO10]; +// Data Vizualization Colors +export const DV_BLUE: DVColorScale = ['#5690C5', '#8DA6BF', '#274F69', '#6D90B1', '#0B1D26']; +export const DV_YELLOW: DVColorScale = ['#F8D06D', '#F0EC89', '#AD743E', '#F4E07B', '#5C291A']; +export const DV_RED: DVColorScale = ['#E77956', '#FFDBA3', '#A8402D', '#FBAD78', '#571610']; +export const DV_GREEN: DVColorScale = ['#54A08E', '#A4CBC1', '#366567', '#7BADA4', '#1C383E']; +export const DV_PURPLE: DVColorScale = ['#959CFA', '#D5D1FF', '#5F74B3', '#B2B1FF', '#314A66']; +export const DV_PLUM: DVColorScale = ['#957A89', '#D2C0C4', '#664F5E', '#B59CA6', '#352731']; +export const DV_GRASS: DVColorScale = ['#78AE79', '#C7DFC3', '#5D8955', '#9FC79D', '#436036']; +export const DV_PINK: DVColorScale = ['#FF8DA1', '#FFC9F1', '#C15F84', '#FFA9D0', '#823966']; +export const DV_MINT: DVColorScale = ['#74B3C0', '#99D4D2', '#537F88', '#BFE6DD', '#314B50']; +export const DV_LAVENDER: DVColorScale = ['#A484BD', '#CBC7E4', '#745E86', '#B5A5D1', '#45384F']; + +const DVColors: DVColorScale[] = [ + DV_BLUE, + DV_YELLOW, + DV_RED, + DV_GREEN, + DV_PURPLE, + DV_PLUM, + DV_GRASS, + DV_PINK, + DV_MINT, + DV_LAVENDER, +]; + // List of primary Datavizualization Colors export const COLORS: Color[] = DVColors.map((c) => c[DVColor.PRIMARY]); // Returns an Object that maps color primary dataviz colors to the selected color hue diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/types.ts b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/types.ts index d661852f2..753cb60fd 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/types.ts +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/types.ts @@ -132,7 +132,21 @@ export interface RecordJSONRaw { [others: string]: any; } +export interface SpanRaw { + name: string; + start_timestamp: number; + end_timestamp: number | null; + attributes: Record; + attributes_metadata: Record; + status: 'UNSET' | 'OK' | 'Error'; + status_description: string | null; + kind: string; + events: []; + context: [number, number]; +} + export interface DataRaw { app_json: AppJSONRaw; record_json: RecordJSONRaw; + raw_spans: SpanRaw[]; } diff --git a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/utils.ts b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/utils.ts index af143882b..729043743 100644 --- a/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/utils.ts +++ b/trulens_eval/trulens_eval/react_components/record_viewer/src/utils/utils.ts @@ -1,3 +1,4 @@ +import { Span, SpanRoot } from '@/utils/Span'; import { StackTreeNode } from '@/utils/StackTreeNode'; import { CallJSONRaw, PerfJSONRaw, RecordJSONRaw, StackJSONRaw } from '@/utils/types'; @@ -64,7 +65,13 @@ export const getStartAndEndTimes = (perf: PerfJSONRaw) => { }; }; -const addCallToTree = (tree: StackTreeNode, call: CallJSONRaw, stack: StackJSONRaw[], index: number) => { +const addCallToTree = ( + tree: StackTreeNode, + call: CallJSONRaw, + stack: StackJSONRaw[], + index: number, + span: Span | undefined = undefined +) => { const stackCell = stack[index]; const name = getClassNameFromCell(stackCell); @@ -86,6 +93,7 @@ const addCallToTree = (tree: StackTreeNode, call: CallJSONRaw, stack: StackJSONR matchingNode.startTime = startTime; matchingNode.endTime = endTime; matchingNode.raw = call; + matchingNode.span = span; return; } @@ -98,6 +106,7 @@ const addCallToTree = (tree: StackTreeNode, call: CallJSONRaw, stack: StackJSONR parentNodes: [...tree.parentNodes, tree], perf: call.perf, stackCell, + span, }) ); @@ -116,17 +125,31 @@ const addCallToTree = (tree: StackTreeNode, call: CallJSONRaw, stack: StackJSONR matchingNode = newNode; } - addCallToTree(matchingNode, call, stack, index + 1); + addCallToTree(matchingNode, call, stack, index + 1, span); }; -export const createTreeFromCalls = (recordJSON: RecordJSONRaw, appName: string) => { +export const createTreeFromCalls = (recordJSON: RecordJSONRaw, appName: string, spans: Span[] = []) => { const tree = new StackTreeNode({ name: appName, perf: recordJSON.perf, + span: + spans[0] ?? + new SpanRoot({ + name: appName, + attributes: {}, + attributes_metadata: {}, + status: 'UNSET', + status_description: '', + kind: 'root', + events: [], + context: [-1, -1], + start_timestamp: new Date(recordJSON.perf.start_time).getDate(), + end_timestamp: new Date(recordJSON.perf.end_time).getDate(), + }), }); - recordJSON.calls.forEach((call) => { - addCallToTree(tree, call, call.stack, 0); + recordJSON.calls.forEach((call, index) => { + addCallToTree(tree, call, call.stack, 0, spans[index + 1]); }); return tree;