diff --git a/README.md b/README.md index 2c7ce0b..dd442ef 100644 --- a/README.md +++ b/README.md @@ -7,3 +7,6 @@ Clone the repo and cd into the repo directory and then run `yarn` This a work in progres and lack some styling. The major part of `Data-aRT` is fully implemented here is what it looks like (in simple wireframe design): ![](exxample.png) + + + diff --git a/capture_img.png b/capture_img.png new file mode 100644 index 0000000..7cee3e5 Binary files /dev/null and b/capture_img.png differ diff --git a/package-lock.json b/package-lock.json index 67fe3a3..d662837 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1828,6 +1828,218 @@ "resolve": "^1.19.0" } }, + "@tensorflow/tfjs": { + "version": "3.3.0", + "resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-3.3.0.tgz", + "integrity": "sha512-xo22GCUCGcPtNGIdDpLPrp9ms3atXmzX8AF4y3aIBEwK5KlvGe+ZhcoQ2xEOCPQGBr7NB7AO6rwT8gRoziAHVg==", + "requires": { + "@tensorflow/tfjs-backend-cpu": "3.3.0", + "@tensorflow/tfjs-backend-webgl": "3.3.0", + "@tensorflow/tfjs-converter": "3.3.0", + "@tensorflow/tfjs-core": "3.3.0", + "@tensorflow/tfjs-data": "3.3.0", + "@tensorflow/tfjs-layers": "3.3.0", + "argparse": "^1.0.10", + "chalk": "^4.1.0", + 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"https://registry.npmjs.org/word/-/word-0.3.0.tgz", + "integrity": "sha512-OELeY0Q61OXpdUfTp+oweA/vtLVg5VDOXh+3he3PNzLGG/y0oylSOC1xRVj0+l4vQ3tj/bB1HVHv1ocXkQceFA==" + }, "word-wrap": { "version": "1.2.3", "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz", @@ -16055,6 +17221,29 @@ "resolved": "https://registry.npmjs.org/ws/-/ws-7.4.4.tgz", "integrity": "sha512-Qm8k8ojNQIMx7S+Zp8u/uHOx7Qazv3Yv4q68MiWWWOJhiwG5W3x7iqmRtJo8xxrciZUY4vRxUTJCKuRnF28ZZw==" }, + "xlsx": { + "version": "0.16.7", + "resolved": "https://registry.npmjs.org/xlsx/-/xlsx-0.16.7.tgz", + "integrity": "sha512-Xc4NRjci2Grbh9NDk/XoaWycJurxEug1wwn0aJCmB0NvIMyQuHYq2muWLWGidYNZPf94aUbqm6K8Fbjd7gKTZg==", + "requires": { + "adler-32": "~1.2.0", + "cfb": "^1.1.4", + "codepage": "~1.14.0", + "commander": "~2.17.1", + "crc-32": "~1.2.0", + "exit-on-epipe": "~1.0.1", + "ssf": "~0.11.2", + "wmf": "~1.0.1", + "word": "~0.3.0" + }, + "dependencies": { + "commander": { + "version": "2.17.1", + "resolved": "https://registry.npmjs.org/commander/-/commander-2.17.1.tgz", + "integrity": "sha512-wPMUt6FnH2yzG95SA6mzjQOEKUU3aLaDEmzs1ti+1E9h+CsrZghRlqEM/EJ4KscsQVG8uNN4uVreUeT8+drlgg==" + } + } + }, "xml-name-validator": { "version": "3.0.0", "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-3.0.0.tgz", diff --git a/package.json b/package.json index eb6519f..c45f682 100644 --- a/package.json +++ b/package.json @@ -11,6 +11,8 @@ "autoprefixer": "^9", "chart.js": "^2.9.4", "danfojs": "^0.2.2", + "react-table-v6": "^6.8.6", + "danfojs-node": "^0.2.6", "postcss": "^7", "react": "^17.0.1", "react-chartjs-2": "^2.11.1", @@ -18,6 +20,7 @@ "react-draggable": "^4.4.3", "react-router-dom": "^5.2.0", "react-scripts": "4.0.0", + "react-table-v6": "^6.8.6", "tailwindcss": "npm:@tailwindcss/postcss7-compat@^2.1.0", "web-vitals": "^0.2.4" }, diff --git a/public/exs.csv b/public/exs.csv new file mode 100644 index 0000000..19a09e7 --- /dev/null +++ b/public/exs.csv @@ -0,0 +1,6 @@ +A,B,C +1,2,20 +2,3,10 +3,3.2,30 +4,5,60 +5,2,70 diff --git a/src/App.js b/src/App.js index 3df1494..e10ab89 100644 --- a/src/App.js +++ b/src/App.js @@ -6,7 +6,6 @@ import ChartPlane from './components/ChartPlane' import { read_csv } from 'danfojs/src/io/reader' function App() { - const [file, setFile ] = useState() const [dataComp, setDataComp] = useState([]) const [showSidePlane, setSidePlane] = useState(false) const [compIndex, setCompIndex] = useState() @@ -14,33 +13,34 @@ function App() { const [dfOpsType, setDfOpsType] = useState() const [chartComp, setChartComp] = useState([]) - const changeHandler = function(event) { - const content = event.target.files[0] - const url = URL.createObjectURL(content) - - read_csv(url, {start: 0, end: 20}).then(df => { - const columns = df.columns - const values = df.values - setDataComp(prev => { - let new_data = prev.slice() - let key = new_data.length +1 - let dict = { - columns: columns, - values: values, - df: df, - keys: "df" + key - } - new_data.push(dict) - return new_data - }) - setFile(true); - + const changeHandler = function (event) { + const content = event.target.files[0] + const url = URL.createObjectURL(content) + read_csv(url).then(df => { + const columns = df.columns + const values = df.values + setDataComp(prev => { + let new_data = prev.slice() + let key = new_data.length + 1 + let dict = { + columns: columns, + values: values, + df: df, + keys: "df" + key + } + new_data.push(dict) + return new_data }) + + + }).catch((error) => { + console.log(error) + }) } const charts = ["BarChart", "LineChart", "PieChart"] - const dataFrameOps = ["Arithemtic","Describe", "Df2df", "Query"] + const dataFrameOps = ["Arithemtic", "Describe", "Df2df", "Query"] const handleChart = (e) => { const value = e.target.innerHTML @@ -49,14 +49,14 @@ function App() { setSidePlane("chart") } - const handleDfops = (e) =>{ + const handleDfops = (e) => { const value = e.target.value - + setDfOpsType(value) setSidePlane("datatable") - - } + } + let classes = dataComp.length > 0 ? "bg-blue-500 p-2 text-white rounded-sm mr-2" : "bg-gray-200 p-2 text-white rounded-sm mr-2" return (
@@ -64,13 +64,14 @@ function App() {
{ - charts.map((chart, i)=>{ - return + + charts.map((chart, i) => { + return }) }
@@ -79,8 +80,8 @@ function App() { @@ -90,51 +91,53 @@ function App() {
- { file && - + {(dataComp.length > 0) && + } - - { (chartComp.length > 0) && + + {(chartComp.length > 0) && + chartComp={chartComp} + setChartComp={setChartComp} + /> }
- +
- {showSidePlane - && + {showSidePlane + && ( - showSidePlane === "datatable" ? -
- -
: -
- -
+ showSidePlane === "datatable" ? +
+ +
: +
+ +
) - - + + }
- +
) } diff --git a/src/App2.js b/src/App2.js new file mode 100644 index 0000000..1b01133 --- /dev/null +++ b/src/App2.js @@ -0,0 +1,141 @@ +import React, { useState } from 'react'; +import { read_csv } from 'danfojs/src/io/reader' +import DataTables from './components/DataTables'; +import { SidePlane } from './components/SidePlanes' +import ChartsViz from './components/ChartsViz' +import ChartPlane from './components/ChartPlane' + +function App2() { + const [file, setFile] = useState() + const [dataComp, setDataComp] = useState([]) + const [compIndex, setCompIndex] = useState() + const [dfOpsType, setDfOpsType] = useState() + const [showSidePlane, setSidePlane] = useState(false) + const [chartType, setChartType] = useState() + const [chartComp, setChartComp] = useState([]) + + const changeHandler = function (event) { + const content = event.target.files[0] + const url = URL.createObjectURL(content) + + read_csv(url).then(df => { + const columns = df.columns + const values = df.values + setDataComp(prev => { + let new_data = prev.slice() + let key = new_data.length + 1 + let dict = { + columns: columns, + values: values, + df: df, + keys: "df" + key + } + new_data.push(dict) + return new_data + }) + setFile(true); + + + }).catch((error) => { + console.log(error) + }) + } + const charts = ["BarChart", "LineChart", "PieChart"] + const dataFrameOps = ["Arithemtic", "Describe", "Df2df", "Query"] + + const handleChart = (e) => { + const value = e.target.innerHTML + + setChartType(value) + setSidePlane("chart") + } + + const handleDfops = (e) => { + const value = e.target.value + + setDfOpsType(value) + setSidePlane("datatable") + + } + let classes = dataComp.length > 0 ? "bg-blue-500 p-2 text-white rounded-sm mr-2" : "bg-gray-200 p-2 text-white rounded-sm mr-2" + return ( + +
+
+
+ {/* step 1 */} + +
+ { + + charts.map((chart, i) => { + return + }) + } +
+
+ DataFrame Operations + +
+
+
+
+
+ + {(dataComp.length > 0) && + + } + {(chartComp.length > 0) && + + } +
+
+
+ + {showSidePlane + && + ( + showSidePlane === "datatable" ? +
+ +
: +
+ +
+ ) + } +
+
+
+
+ ); +} +export default App2 \ No newline at end of file diff --git a/src/components/Chart.js b/src/components/Chart.js index 519d113..1cc4553 100644 --- a/src/components/Chart.js +++ b/src/components/Chart.js @@ -1,15 +1,15 @@ -import React, {useState} from "react"; +import React, { useState } from "react"; import { Bar as BarChart } from 'react-chartjs-2'; import { Line as LineChart } from "react-chartjs-2"; -import { Pie as PieChart} from "react-chartjs-2"; +import { Pie as PieChart } from "react-chartjs-2"; import Draggable from 'react-draggable'; -export default function Chart({labels, dataset,type}) { +export default function Chart({ labels, dataset, type, del, remover }) { //let type= "BarChart"; + console.log(del) let data = { labels: labels, datasets: [{ - label: "My First dataset", backgroundColor: [ 'rgba(255, 99, 132, 0.2)', 'rgba(54, 162, 235, 0.2)', @@ -26,7 +26,7 @@ export default function Chart({labels, dataset,type}) { 'rgba(153, 102, 255, 1)', 'rgba(255, 159, 64, 1)' ], - borderWidth:1, + borderWidth: 1, data: dataset, }] }; @@ -40,45 +40,48 @@ export default function Chart({labels, dataset,type}) { }] } } - if(type==="BarChart"){ - return( + if (type === "BarChart") { + return (
- -
+ {/* */} + + - + ) } - else if(type==="LineChart"){ - return( + else if (type === "LineChart") { + return (
- - -
+ {/* */} + + + - + ) } - - else if(type==="PieChart"){ - return( + + else if (type === "PieChart") { + return (
+ {/* */} - +
- + ) } - return( - <> -
+ return ( + <> +

NO Chart

- - - ) + + + ) } diff --git a/src/components/ChartPlane.js b/src/components/ChartPlane.js index c55b7ec..e3593cd 100644 --- a/src/components/ChartPlane.js +++ b/src/components/ChartPlane.js @@ -1,58 +1,43 @@ import React, { useRef } from 'react' -export default function ChartPlane({setChartComp, dataComp, chartType}) { +export default function ChartPlane({ setChartComp, dataComp, chartType }) { const df = dataComp.df const compCols = dataComp.columns let x; let y; - if( compCols[0] === "index") { + if (compCols[0] === "index") { x = compCols console.log(dataComp.values[0]) //sanity check - y = dataComp.values[0].map((val, index)=> { - if(typeof val != "string") { - return compCols[index] - } + y = dataComp.values[0].map((val, index) => { + if (typeof val != "string") { + return compCols[index] + } }) } else { x = df.columns const dtypes = df.dtypes - y = dtypes.map((val, i)=>{ - if(val != "string") { - return x[i] - } + y = dtypes.map((val, i) => { + if (val != "string") { + return x[i] + } }) } - + const xRef = useRef() const yRef = useRef() - const handleChart = () =>{ + const handleChart = () => { const xVal = xRef.current.value const yVal = yRef.current.value - let labels - let data - if( compCols[0] != "index") { - labels = df[xVal].values - data = df[yVal].values - } - else { - const xIndex = compCols.indexOf(xVal) - const yIndex = compCols.indexOf(yVal) + const labels = xVal === "index" ? df.index : df[xVal].values + const data = yVal === "index" ? df.index : df[yVal].values - labels = dataComp.values.map((val)=>{ - return val[xIndex] - }) - data = dataComp.values.map((val)=>{ - return val[yIndex] - }) - } - - setChartComp((prev)=>{ + setChartComp((prev) => { const newChart = prev.slice() const key = newChart.length + 1 const dict = { @@ -73,7 +58,7 @@ export default function ChartPlane({setChartComp, dataComp, chartType}) { x:
- + ) } diff --git a/src/components/ChartsViz.js b/src/components/ChartsViz.js index 4f04f72..fab7164 100644 --- a/src/components/ChartsViz.js +++ b/src/components/ChartsViz.js @@ -1,17 +1,28 @@ import React from 'react' import Chart from './Chart' -export default function ChartsViz({chartComp}) { +export default function ChartsViz({chartComp,setChartComp}) { + const remover = (key) => { + setChartComp(chartComp.filter((el) => el.key !==key)); + } return (
{ chartComp.map((chart)=> { - return + + {/* */} + + + ) }) }
diff --git a/src/components/DataTable.js b/src/components/DataTable.js index 2c5beda..602e07b 100644 --- a/src/components/DataTable.js +++ b/src/components/DataTable.js @@ -3,10 +3,11 @@ import ReactTable from 'react-table-v6' import Draggable from 'react-draggable'; import 'react-table-v6/react-table.css' -function DataTable({ columns, values, setCompIndex, index, setSidePlane }) { +function DataTable({ columns, values, setCompIndex, index, setSidePlane, remover, keys }) { const dataColumns = columns.map((val, index) => { - return { Header: val, + return { + Header: val, accessor: val, Cell: (props) => (
@@ -20,40 +21,41 @@ function DataTable({ columns, values, setCompIndex, index, setSidePlane }) { } }); - const data = values.map(val =>{ + const data = values.map(val => { let rows_data = {} - + val.forEach((val2, index) => { let col = columns[index]; rows_data[col] = val2; }) return rows_data; }) - - const handleSidePlane = ()=>{ + + const handleSidePlane = () => { setCompIndex(index) // setSidePlane(true) } return ( -
handleSidePlane()}> +
handleSidePlane()}> + {/* */} { return { style: { wordWrap: 'break-word', whiteSpace: 'initial' } } }} - showPageJump={false} - showPagination={false} + showPageJump={true} + showPagination={true} defaultPageSize={10} - showPageSizeOptions={false} + showPageSizeOptions={true} minRows={10} /> -
+
) - - + + } export default DataTable diff --git a/src/components/DataTables.js b/src/components/DataTables.js index fabfebf..d74c222 100644 --- a/src/components/DataTables.js +++ b/src/components/DataTables.js @@ -1,19 +1,27 @@ import React from 'react' import DataTable from './DataTable' -export default function DataTables({datacomp, setCompIndex, setSidePlane}) { - +export default function DataTables({ datacomp, setCompIndex, setSidePlane, setDataComp }) { + const remover = (keys) => { + setDataComp(datacomp.filter((el) => el.keys !== keys)); + } return (
- {datacomp.map((val,index) => { - return + {datacomp.map((val, index) => { + return ( + <> + + + ) })}
) diff --git a/src/components/SidePlanes/Arithemtic.js b/src/components/SidePlanes/Arithemtic.js index b968e94..5610f47 100644 --- a/src/components/SidePlanes/Arithemtic.js +++ b/src/components/SidePlanes/Arithemtic.js @@ -1,11 +1,11 @@ import React, { useRef } from 'react' -export default function Arithemtic({ dataComp, setDataComp}) { +export default function Arithemtic({ dataComp, setDataComp }) { const seriesOps = ["median", "min", "max", "std", "var", "count", "sum"] const dfOps = ["cumsum", "cummax", "cumprod", "cummin"] const all = ["median", "min", "max", "std", "var", "count", "sum", - "cumsum", "cummax", "cumprod", "cummin"] + "cumsum", "cummax", "cumprod", "cummin"] const axisRef = useRef() const opsRef = useRef() @@ -15,17 +15,17 @@ export default function Arithemtic({ dataComp, setDataComp}) { let sOps = opsRef.current.value let axis = axisRef.current.value // let df; - if( seriesOps.includes(sOps)) { + if (seriesOps.includes(sOps)) { let df_comp = dataComp.df let df = eval(`df_comp.${sOps}(axis=${axis})`) - + let columns = Array.isArray(df.columns) ? df.columns.slice() : [df.columns] - columns.splice(0,0, "index") - let values = df.values.map((val,index) => { + columns.splice(0, 0, "index") + let values = df.values.map((val, index) => { return [df.index[index], val] }) - + setDataComp(prev => { let new_data = prev.slice() let dict = { @@ -72,14 +72,14 @@ export default function Arithemtic({ dataComp, setDataComp}) { axis
- + ) } diff --git a/src/components/SidePlanes/Describe.js b/src/components/SidePlanes/Describe.js index 7131e51..e430799 100644 --- a/src/components/SidePlanes/Describe.js +++ b/src/components/SidePlanes/Describe.js @@ -1,19 +1,18 @@ import React from 'react' -import { DataFrame } from 'danfojs/src/core/frame' -export default function Describe({ dataComp, setDataComp}) { +export default function Describe({ dataComp, setDataComp }) { + + const describe = () => { - const describe = ()=> { - const df = dataComp.df.describe() let column = df.columns.slice() - column.splice(0,0, "index") + column.splice(0, 0, "index") const values = df.values const indexes = df.index - const new_values = values.map((val, index)=> { + const new_values = values.map((val, index) => { let new_val = val.slice() - new_val.splice(0,0, indexes[index]) - return new_val + new_val.splice(0, 0, indexes[index]) + return new_val }) setDataComp(prev => { @@ -29,7 +28,8 @@ export default function Describe({ dataComp, setDataComp}) { } return (
- + {/* step 1 */} +
) } diff --git a/src/components/SidePlanes/Df2df.js b/src/components/SidePlanes/Df2df.js index 70ddf7f..cddb58c 100644 --- a/src/components/SidePlanes/Df2df.js +++ b/src/components/SidePlanes/Df2df.js @@ -1,7 +1,7 @@ import React, { useRef } from 'react' import { concat } from 'danfojs/src/core/concat' -export default function Df2df({dataComp, dataComps,df_index, setDataComp}) { +export default function Df2df({ dataComp, dataComps, df_index, setDataComp }) { const dfRef = useRef() const inpRef = useRef() @@ -22,8 +22,8 @@ export default function Df2df({dataComp, dataComps,df_index, setDataComp}) { let axis = parseInt(axisRef.current.value) let ops = opsRef.current.value - - if( ops != "concat") { + + if (ops != "concat") { let value = dfIndex === "None" ? inp : dataComps[dfIndex].df let df = dataComp.df @@ -31,7 +31,7 @@ export default function Df2df({dataComp, dataComps,df_index, setDataComp}) { setDataComp(prev => { let new_data = prev.slice() - let key = new_data.length +1 + let key = new_data.length + 1 let dict = { columns: rslt.columns, values: rslt.values, @@ -46,20 +46,21 @@ export default function Df2df({dataComp, dataComps,df_index, setDataComp}) { let df2 = dataComps[dfIndex].df let df1 = dataComp.df let df_concat = concat - let rslt = eval(`df_concat({df_list: [df1,df2], axis: axis})`) + // let rslt = eval(`df_concat({df_list: [df1,df2], axis: axis})`) + let rslt = concat({ df_list: [df1, df2], axis: axis }) let column = rslt.columns.slice() - column.splice(0,0,"index") + column.splice(0, 0, "index") let rsltValues = rslt.values.map((val, index) => { let newVal = val.slice() - newVal.splice(0,0, rslt.index[index]) + newVal.splice(0, 0, rslt.index[index]) return newVal }) setDataComp(prev => { let new_data = prev.slice() - let key = new_data.length +1 + let key = new_data.length + 1 let dict = { columns: column, values: rsltValues, @@ -70,12 +71,12 @@ export default function Df2df({dataComp, dataComps,df_index, setDataComp}) { return new_data }) - + } - - - + + + } return (
@@ -84,7 +85,7 @@ export default function Df2df({dataComp, dataComps,df_index, setDataComp}) { Operations { - dataComps.map((val,index) => { - if( df_index != index) { + dataComps.map((val, index) => { + if (df_index != index) { return - } + } }) }
- - don't input any value if a dataframe is chosen, + {/* + don't input any value if a dataframe is chosen, one of the two will be chosen by default - + */}
input a value @@ -115,14 +116,14 @@ export default function Df2df({dataComp, dataComps,df_index, setDataComp}) { axis
- + ) } diff --git a/src/components/SidePlanes/Query.js b/src/components/SidePlanes/Query.js index 6155216..2f62056 100644 --- a/src/components/SidePlanes/Query.js +++ b/src/components/SidePlanes/Query.js @@ -1,6 +1,6 @@ import React, { useRef } from 'react' -export default function Query({ dataComp, setDataComp}) { +export default function Query({ dataComp, setDataComp }) { const columnRef = useRef() const logicRef = useRef() @@ -9,13 +9,13 @@ export default function Query({ dataComp, setDataComp}) { const columns = dataComp.columns const logics = [">", "<", "<=", ">=", "==", "!="] - const query = ()=>{ + const query = () => { const qColumn = columnRef.current.value const qLogic = logicRef.current.value const qValue = valuesRef.current.value - const df = dataComp.df.query({column: qColumn, is: qLogic, to: qValue}) + const df = dataComp.df.query({ column: qColumn, is: qLogic, to: qValue }) setDataComp(prev => { let new_data = prev.slice() @@ -34,9 +34,9 @@ export default function Query({ dataComp, setDataComp}) {
Column - { - columns.map((column, index)=> { + columns.map((column, index) => { return }) } @@ -44,9 +44,9 @@ export default function Query({ dataComp, setDataComp}) {
is - { - logics.map((logic, index)=> { + logics.map((logic, index) => { return }) } @@ -54,10 +54,10 @@ export default function Query({ dataComp, setDataComp}) {
to - +
- + ) } diff --git a/src/index.js b/src/index.js index afed62d..9350769 100644 --- a/src/index.js +++ b/src/index.js @@ -1,6 +1,7 @@ import React from "react"; import ReactDOM from "react-dom"; import "./index.css"; -import App from "./App"; +// import App from "./App"; +import App2 from "./App2"; -ReactDOM.render(, document.getElementById("root")); +ReactDOM.render(, document.getElementById("root"));