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Frame.js
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3730 lines (3466 loc) · 198 KB
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/*
* Project Name : Visual Python
* Description : GUI-based Python code generator
* File Name : Frame.js
* Author : Black Logic
* Note : Apps > Frame
* License : GNU GPLv3 with Visual Python special exception
* Date : 2021. 11. 18
* Change Date :
*/
//============================================================================
// [CLASS] Frame
//============================================================================
define([
__VP_TEXT_LOADER__('vp_base/html/m_apps/frame.html'), // INTEGRATION: unified version of text loader
__VP_CSS_LOADER__('vp_base/css/m_apps/frame'), // INTEGRATION: unified version of css loader
'vp_base/js/com/com_Const',
'vp_base/js/com/com_String',
'vp_base/js/com/com_util',
'vp_base/js/com/component/PopupComponent',
'vp_base/js/com/component/SuggestInput',
'vp_base/js/com/component/DataSelector',
'vp_base/js/com/component/MultiSelector',
'vp_base/js/m_apps/Subset'
], function(frameHtml, frameCss, com_Const, com_String, com_util, PopupComponent, SuggestInput, DataSelector, MultiSelector, Subset) {
/**
* Frame
*/
class Frame extends PopupComponent {
_init() {
super._init();
this.config.sizeLevel = 4;
this.config.checkModules = ['pd'];
// state
this.state = {
originObj: '',
tempObj: '_vp',
returnObj: 'vp_df',
inplace: false,
menu: '',
menuItem: '',
columnLevel: 1,
columnList: [],
indexLevel: 1,
indexList: [],
selected: [],
axis: FRAME_AXIS.NONE,
lines: TABLE_LINES,
steps: [],
popup: {
type: FRAME_EDIT_TYPE.NONE,
replace: { index: 0 }
},
selection: {
start: -1,
end: -1
},
...this.state
}
// numpy.dtype or python type
this.astypeList = [
'object', 'int64', 'float64', 'bool',
'datetime64[ns]', 'timedelta[ns]', 'category'
];
// {
// id: 'id',
// label: 'menu label',
// child: [
// {
// id: 'id', label: 'label', code: 'code',
// axis: 'col/row', single_select: true/false,
// numeric_only: true/false
// }
// ]
// }
this.menuList = [
{
id: 'edit',
label: 'Edit',
child: [
{ id: 'add_col', label: 'Add column', selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.ADD_COL },
{ id: 'add_row', label: 'Add row', selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.ADD_ROW },
{ id: 'delete', label: 'Delete', selection: FRAME_SELECT_TYPE.MULTI, menuType: FRAME_EDIT_TYPE.DROP },
{ id: 'rename', label: 'Rename', selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.RENAME },
{ id: 'asType', label: 'As type', selection: FRAME_SELECT_TYPE.NONE, axis: FRAME_AXIS.COLUMN, menuType: FRAME_EDIT_TYPE.AS_TYPE },
{ id: 'replace', label: 'Replace', selection: FRAME_SELECT_TYPE.SINGLE, axis: FRAME_AXIS.COLUMN, menuType: FRAME_EDIT_TYPE.REPLACE },
{ id: 'discretize', label: 'Discretize', selection: FRAME_SELECT_TYPE.SINGLE, axis: FRAME_AXIS.COLUMN, numeric_only: true, menuType: FRAME_EDIT_TYPE.DISCRETIZE }
]
},
{
id: 'transform',
label: 'Transform',
child: [
{ id: 'set_index', label: 'Set index', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.MULTI, menuType: FRAME_EDIT_TYPE.SET_IDX },
{ id: 'reset_index', label: 'Reset index', selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.RESET_IDX },
{ id: 'data_shift', label: 'Data shift', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.DATA_SHIFT }
]
},
{
id: 'sort',
label: 'Sort',
axis: FRAME_AXIS.COLUMN,
child: [
{ id: 'sort_index', label: 'Sort index', selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.SORT_INDEX },
{ id: 'sort_values', label: 'Sort values', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.MULTI, menuType: FRAME_EDIT_TYPE.SORT_VALUES },
]
},
{
id: 'encoding',
label: 'Encoding',
axis: FRAME_AXIS.COLUMN,
selection: FRAME_SELECT_TYPE.SINGLE,
child: [
{ id: 'label_encoding', label: 'Label encoding', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.SINGLE, menuType: FRAME_EDIT_TYPE.LABEL_ENCODING },
{ id: 'one_hot_encoding', label: 'Onehot encoding', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.SINGLE, menuType: FRAME_EDIT_TYPE.ONE_HOT_ENCODING },
]
},
{
id: 'data_cleaning',
label: 'Data cleaning',
axis: FRAME_AXIS.COLUMN,
child: [
{ id: 'fillna', label: 'Fill NA', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.FILL_NA },
{ id: 'dropna', label: 'Drop NA', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.DROP_NA },
{ id: 'fill_outlier', label: 'Fill outlier', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.MULTI, menuType: FRAME_EDIT_TYPE.FILL_OUT },
{ id: 'drop_outlier', label: 'Drop outlier', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.MULTI, menuType: FRAME_EDIT_TYPE.DROP_OUT },
{ id: 'drop_duplicates', label: 'Drop duplicates', axis: FRAME_AXIS.COLUMN, selection: FRAME_SELECT_TYPE.NONE, menuType: FRAME_EDIT_TYPE.DROP_DUP },
]
},
];
// Add/Replace - subset
this.subsetCm = null;
this.subsetEditor = null;
this.loading = false;
// this._addCodemirror('previewCode', this.wrapSelector('#vp_fePreviewCode'), 'readonly');
}
loadState() {
super.loadState();
var {
originObj,
returnObj,
steps
} = this.state;
// $(this.wrapSelector('#vp_feVariable')).val(originObj);
// $(this.wrapSelector('#vp_feReturn')).val(returnObj);
// // execute all steps
if (steps && steps.length > 0) {
var code = steps.join('\n');
this.state.steps = [];
this.loadCode(code);
}
}
_bindEvent() {
super._bindEvent();
/** Implement binding events */
let that = this;
// select df
$(document).on('change', this.wrapSelector('#vp_feVariable'), function() {
// set temporary df
var origin = $(this).val();
if (origin) {
// initialize state values
that.state.originObj = origin;
that.state.tempObj = '_vp';
that.state.returnObj = 'vp_df';
if (that.state.inplace === true) {
that.state.returnObj = origin;
}
that.initState();
// reset return obj
$(that.wrapSelector('#vp_feReturn')).val(that.state.returnObj);
// reset table
$(that.wrapSelector('.' + VP_FE_TABLE)).replaceWith(function() {
return that.renderTable('');
});
// load code with temporary df
that.loadCode(that.getTypeCode(FRAME_EDIT_TYPE.INIT));
that.loadInfo();
}
});
// refresh df
$(document).on('click', this.wrapSelector('.vp-fe-df-refresh'), function() {
that.loadVariableList();
});
$(document).on('click', this.wrapSelector('.' + VP_FE_INFO), function(evt) {
evt.stopPropagation();
});
// input return variable
$(document).on('change', this.wrapSelector('#vp_feReturn'), function() {
var returnVariable = $(this).val();
if (returnVariable == '') {
returnVariable = that.state.tempObj;
}
// check if it's same with origin obj
if (returnVariable === that.state.originObj) {
$(that.wrapSelector('#inplace')).prop('checked', true);
that.state.inplace = true;
} else {
$(that.wrapSelector('#inplace')).prop('checked', false);
that.state.inplace = false;
}
// show preview with new return variable
that.state.returnObj = returnVariable;
that.setPreview(that.getCurrentCode());
});
// check/uncheck inplace
$(this.wrapSelector('#inplace')).on('change', function() {
let checked = $(this).prop('checked');
let returnVariable = 'vp_df';
if (checked === true) {
returnVariable = that.state.originObj;
}
$(that.wrapSelector('#vp_feReturn')).val(returnVariable);
// show preview with new return variable
that.state.inplace = checked;
that.state.returnObj = returnVariable;
that.setPreview(that.getCurrentCode());
});
// menu on column (Deprecated on v2.3.6 - Temporarily Show on v.2.4.4)
$(document).on('contextmenu', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN), function(event) {
event.preventDefault();
var idx = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN)).index(this); // 1 ~ n
var hasSelected = $(this).hasClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW)).removeClass('selected');
// select col/idx
if (!hasSelected) {
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN)).removeClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN_GROUP)).removeClass('selected');
$(this).addClass('selected');
that.state.selection = { start: idx, end: -1 };
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
}
// select its group
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-label="${$(this).data('parent')}"]`)).addClass('selected');
that.loadInfo();
// load toolbar
that.renderToolbar();
// show menu
var thisPos = $(this).position();
var thisRect = $(this)[0].getBoundingClientRect();
that.showMenu(thisPos.left, thisPos.top + thisRect.height);
});
// menu on row (Deprecated on v2.3.6 - Temporarily Show on v.2.4.4)
$(document).on('contextmenu', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW), function(event) {
event.preventDefault();
var idx = $(that.wrapSelector('.' + VP_FE_TABLE_ROW)).index(this); // 0 ~ n
var hasSelected = $(this).hasClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN)).removeClass('selected');
// select col/idx
if (!hasSelected) {
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW)).removeClass('selected');
$(this).addClass('selected');
that.state.selection = { start: idx, end: -1 };
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
}
that.loadInfo();
// load toolbar
that.renderToolbar();
// show menu
var thisPos = $(this).position();
var thisRect = $(this)[0].getBoundingClientRect();
var tblPos = $(that.wrapSelector('.' + VP_FE_TABLE)).position();
var scrollTop = $(that.wrapSelector('.' + VP_FE_TABLE)).scrollTop();
that.showMenu(tblPos.left + thisRect.width, tblPos.top + thisPos.top - scrollTop);
});
// un-select every selection and menu box
$(document).on('click', this.wrapSelector('.vp-fe-table'), function(evt) {
evt.stopPropagation();
var target = evt.target;
if ($('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN).find(target).length == 0
&& !$(target).hasClass('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN) ) {
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW)).removeClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN)).removeClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN_GROUP)).removeClass('selected');
$(that.wrapSelector('.vp-fe-menu-box')).hide();
// reset selected columns/indexes
that.state.axis = FRAME_AXIS.NONE;
that.state.selected = [];
// load toolbar
that.renderToolbar();
}
});
// select column group
$(document).on('click', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN_GROUP), function(evt) {
evt.stopPropagation();
let hasSelected = $(this).hasClass('selected');
let colLabel = $(this).data('label');
let firstIdx = $(that.wrapSelector(`.${VP_FE_TABLE} th[data-parent="${colLabel}"]:first`)).index();
let lastIdx = $(that.wrapSelector(`.${VP_FE_TABLE} th[data-parent="${colLabel}"]:last`)).index();
if (firstIdx === lastIdx) {
lastIdx = -1;
}
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW)).removeClass('selected');
if (vpEvent.keyManager.keyCheck.ctrlKey) {
if (!hasSelected) {
that.state.selection = { start: firstIdx, end: -1 };
$(this).addClass('selected');
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-parent="${colLabel}"]`)).addClass('selected');
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
} else {
$(this).removeClass('selected');
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-parent="${colLabel}"]`)).removeClass('selected');
}
} else if (vpEvent.keyManager.keyCheck.shiftKey) {
var axis = that.state.axis;
var startIdx = that.state.selection.start;
if (axis != FRAME_AXIS.COLUMN) {
startIdx = -1;
}
if (startIdx == -1) {
// no selection
that.state.selection = { start: firstIdx, end: -1 };
} else if (startIdx > firstIdx) {
// add selection from idx to startIdx
var tags = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN));
let parentSet = new Set();
for (var i = firstIdx - 1; i <= startIdx; i++) {
$(tags[i]).addClass('selected');
parentSet.add($(tags[i]).data('parent'));
}
parentSet.forEach(parentKey => {
let length = $(that.wrapSelector(`.${VP_FE_TABLE} th[data-parent="${parentKey}"]`)).length;
let selectedLength = $(that.wrapSelector(`.${VP_FE_TABLE} th.selected[data-parent="${parentKey}"]`)).length;
if (length === selectedLength) {
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-label="${parentKey}"]`)).addClass('selected');
} else {
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-label="${parentKey}"]`)).removeClass('selected');
}
});
that.state.selection = { start: startIdx, end: firstIdx };
} else if (startIdx <= firstIdx) {
// add selection from startIdx to idx
var tags = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN));
let parentSet = new Set();
for (var i = startIdx; i < lastIdx; i++) {
$(tags[i]).addClass('selected');
parentSet.add($(tags[i]).data('parent'));
}
parentSet.forEach(parentKey => {
let length = $(that.wrapSelector(`.${VP_FE_TABLE} th[data-parent="${parentKey}"]`)).length;
let selectedLength = $(that.wrapSelector(`.${VP_FE_TABLE} th.selected[data-parent="${parentKey}"]`)).length;
if (length === selectedLength) {
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-label="${parentKey}"]`)).addClass('selected');
} else {
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-label="${parentKey}"]`)).removeClass('selected');
}
});
that.state.selection = { start: startIdx, end: lastIdx };
}
} else {
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN)).removeClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN_GROUP)).removeClass('selected');
$(this).addClass('selected');
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-parent="${colLabel}"]`)).addClass('selected');
that.state.selection = { start: firstIdx, end: lastIdx };
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
}
that.loadInfo();
// load toolbar
that.renderToolbar();
});
/**
* Drag and drop selection TODO: release for later version v2.3.8
*/
// drag start column
// $(document).on('mousedown', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN), function(evt) {
// var idx = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN)).index(this); // 1 ~ n
// that.state.axis = FRAME_AXIS.COLUMN;
// that.state.selection = { start: idx, end: -1 };
// that.isMouseDown = true;
// console.log('down');
// $(document).on('mouseover', that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN), function(evt) {
// evt.stopPropagation();
// var idx = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN)).index(this); // 1 ~ n
// var axis = that.state.axis;
// var startIdx = that.state.selection.start;
// if (that.isMouseDown === true) {
// if (axis === FRAME_AXIS.ROW) {
// startIdx = -1;
// }
// if (startIdx == -1) {
// // no selection
// that.state.selection = { start: idx, end: -1 };
// } else if (startIdx > idx) {
// // add selection from idx to startIdx
// var tags = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN));
// for (var i = idx; i <= startIdx; i++) {
// $(tags[i]).addClass('selected');
// }
// that.state.selection = { start: startIdx, end: idx };
// } else if (startIdx <= idx) {
// // add selection from startIdx to idx
// var tags = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN));
// for (var i = startIdx; i <= idx; i++) {
// $(tags[i]).addClass('selected');
// }
// that.state.selection = { start: startIdx, end: idx };
// }
// that.loadInfo();
// // load toolbar
// that.renderToolbar();
// }
// });
// });
// $(document).on('mouseup', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN), function(evt) {
// that.isMouseDown = false;
// console.log('up');
// $(document).off('mouseover', that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN));
// });
// select column
$(document).on('click', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN), function(evt) {
evt.stopPropagation();
var idx = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN)).index(this); // 1 ~ n
var hasSelected = $(this).hasClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW)).removeClass('selected');
if (vpEvent.keyManager.keyCheck.ctrlKey) {
if (!hasSelected) {
that.state.selection = { start: idx, end: -1 };
$(this).addClass('selected');
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
} else {
$(this).removeClass('selected');
}
} else if (vpEvent.keyManager.keyCheck.shiftKey) {
var axis = that.state.axis;
var startIdx = that.state.selection.start;
if (axis === FRAME_AXIS.ROW) {
startIdx = -1;
}
if (startIdx == -1) {
// no selection
that.state.selection = { start: idx, end: -1 };
} else if (startIdx > idx) {
// add selection from idx to startIdx
var tags = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN));
for (var i = idx; i <= startIdx; i++) {
$(tags[i]).addClass('selected');
}
that.state.selection = { start: startIdx, end: idx };
} else if (startIdx <= idx) {
// add selection from startIdx to idx
var tags = $(that.wrapSelector('.' + VP_FE_TABLE_COLUMN));
for (var i = startIdx; i <= idx; i++) {
$(tags[i]).addClass('selected');
}
that.state.selection = { start: startIdx, end: idx };
}
} else {
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN)).removeClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN_GROUP)).removeClass('selected');
$(this).addClass('selected');
that.state.selection = { start: idx, end: -1 };
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
}
// select its group
$(that.wrapSelector(`.${VP_FE_TABLE} th[data-label="${$(this).data('parent')}"]`)).addClass('selected');
that.loadInfo();
// load toolbar
that.renderToolbar();
});
// select row
$(document).on('click', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW), function(evt) {
evt.stopPropagation();
var idx = $(that.wrapSelector('.' + VP_FE_TABLE_ROW)).index(this); // 0 ~ n
var hasSelected = $(this).hasClass('selected');
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN)).removeClass('selected');
if (vpEvent.keyManager.keyCheck.ctrlKey) {
if (!hasSelected) {
that.state.selection = { start: idx, end: -1 };
$(this).addClass('selected');
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
} else {
$(this).removeClass('selected');
}
} else if (vpEvent.keyManager.keyCheck.shiftKey) {
var axis = that.state.axis;
var startIdx = that.state.selection.start;
if (axis != FRAME_AXIS.ROW) {
startIdx = -1;
}
if (startIdx == -1) {
// no selection
that.state.selection = { start: idx, end: -1 };
} else if (startIdx > idx) {
// add selection from idx to startIdx
var tags = $(that.wrapSelector('.' + VP_FE_TABLE_ROW));
for (var i = idx; i <= startIdx; i++) {
$(tags[i]).addClass('selected');
}
that.state.selection = { start: startIdx, end: idx };
} else if (startIdx <= idx) {
// add selection from startIdx to idx
var tags = $(that.wrapSelector('.' + VP_FE_TABLE_ROW));
for (var i = startIdx; i <= idx; i++) {
$(tags[i]).addClass('selected');
}
that.state.selection = { start: startIdx, end: idx };
}
} else {
$(that.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW)).removeClass('selected');
if (!hasSelected) {
$(this).addClass('selected');
that.state.selection = { start: idx, end: -1 };
var newAxis = $(this).data('axis');
that.state.axis = newAxis;
} else {
$(this).removeClass('selected');
}
}
that.loadInfo();
// load toolbar
that.renderToolbar();
});
// add column
$(document).on('click', this.wrapSelector('.' + VP_FE_ADD_COLUMN), function() {
// add column
that.openInputPopup(FRAME_EDIT_TYPE.ADD_COL);
});
// add row
$(document).on('click', this.wrapSelector('.' + VP_FE_ADD_ROW), function() {
// add row
that.openInputPopup(FRAME_EDIT_TYPE.ADD_ROW);
});
// more rows
$(document).on('click', this.wrapSelector('.' + VP_FE_TABLE_MORE), function() {
that.state.lines += TABLE_LINES;
that.loadCode(that.getTypeCode(FRAME_EDIT_TYPE.SHOW), true);
});
// click toolbar item (Deprecated on v2.3.6 - Temporarily Show on v.2.4.4)
$(document).on('click', this.wrapSelector('.vp-fe-toolbar-item'), function(evt) {
evt.stopPropagation();
var itemType = $(this).data('type');
switch (parseInt(itemType)) {
case FRAME_EDIT_TYPE.ADD_COL:
case FRAME_EDIT_TYPE.ADD_ROW:
that.openInputPopup(itemType);
break;
}
});
// click menu item
$(document).on('click', this.wrapSelector('.' + VP_FE_MENU_ITEM + ':not(.disabled)'), function(event) {
event.stopPropagation();
var editType = $(this).data('type');
switch (parseInt(editType)) {
case FRAME_EDIT_TYPE.ADD_COL:
case FRAME_EDIT_TYPE.ADD_ROW:
case FRAME_EDIT_TYPE.RENAME:
case FRAME_EDIT_TYPE.REPLACE:
case FRAME_EDIT_TYPE.AS_TYPE:
case FRAME_EDIT_TYPE.DISCRETIZE:
case FRAME_EDIT_TYPE.DATA_SHIFT:
case FRAME_EDIT_TYPE.SORT_INDEX:
case FRAME_EDIT_TYPE.SORT_VALUES:
case FRAME_EDIT_TYPE.FILL_NA:
case FRAME_EDIT_TYPE.DROP_NA:
case FRAME_EDIT_TYPE.DROP_DUP:
case FRAME_EDIT_TYPE.FILL_OUT:
case FRAME_EDIT_TYPE.DROP_OUT:
case FRAME_EDIT_TYPE.DROP:
// open inner popup
that.openInputPopup(editType);
break;
default:
that.loadCode(that.getTypeCode(editType));
break;
}
that.hideMenu();
});
// popup : replace - add button
$(document).on('click', this.wrapSelector('.vp-inner-popup-replace-add'), function() {
var newInput = $(that.renderReplaceInput(++that.state.popup.replace.index));
newInput.insertBefore(
$(that.wrapSelector('.vp-inner-popup-replace-table tr:last'))
);
});
// popup : replace - delete row
$(document).on('click', this.wrapSelector('.vp-inner-popup-delete'), function() {
$(this).closest('tr').remove();
});
// popup : add column - dataframe selection 1
$(document).on('var_changed change', this.wrapSelector('.vp-inner-popup-var1'), function() {
var type = $(that.wrapSelector('.vp-inner-popup-var1box .vp-vs-data-type')).val();
if (type == 'DataFrame') {
var df = $(this).val();
vpKernel.getColumnList(df).then(function(resultObj) {
let { result } = resultObj;
var { list } = JSON.parse(result);
var tag = new com_String();
tag.appendFormatLine('<select class="{0}">', 'vp-inner-popup-var1col');
list && list.forEach(col => {
tag.appendFormatLine('<option data-code="{0}" value="{1}">{2}</option>'
, col.value, col.label, col.label);
});
tag.appendLine('</select>');
// replace column list
$(that.wrapSelector('.vp-inner-popup-var1col')).replaceWith(function() {
return tag.toString();
});
});
}
});
// popup : add column - dataframe selection 2
$(document).on('var_changed change', this.wrapSelector('.vp-inner-popup-var2'), function() {
var type = $(that.wrapSelector('.vp-inner-popup-var2box .vp-vs-data-type')).val();
if (type == 'DataFrame') {
var df = $(this).val();
vpKernel.getColumnList(df).then(function(resultObj) {
let { result } = resultObj;
var { list } = JSON.parse(result);
var tag = new com_String();
tag.appendFormatLine('<select class="{0}">', 'vp-inner-popup-var2col');
list && list.forEach(col => {
tag.appendFormatLine('<option data-code="{0}" value="{1}">{2}</option>'
, col.value, col.label, col.label);
});
tag.appendLine('</select>');
// replace column list
$(that.wrapSelector('.vp-inner-popup-var2col')).replaceWith(function() {
return tag.toString();
});
});
}
});
}
handleInnerOk() {
// ok input popup
var type = parseInt(this.state.popup.type);
var content = this.getPopupContent(type);
// required data check
if (type === FRAME_EDIT_TYPE.ADD_COL
|| type === FRAME_EDIT_TYPE.ADD_ROW) {
if (content.name === '' || content.name === "''") {
$(this.wrapSelector('.vp-inner-popup-input0')).focus();
return;
}
} else if (type === FRAME_EDIT_TYPE.REPLACE) {
;
} else if (type === FRAME_EDIT_TYPE.FILL_NA) {
if (content.method === 'value' && content.value === '') {
$(this.wrapSelector('.vp-inner-popup-value')).focus();
return;
}
} else if (type === FRAME_EDIT_TYPE.FILL_OUT) {
if (content.filltype === 'value' && content.fillvalue === '') {
$(this.wrapSelector('.vp-inner-popup-fillvalue')).focus();
return;
}
}
// run check modules for outliers and load codes
if (type === FRAME_EDIT_TYPE.FILL_OUT) {
this.config.checkModules = ['pd', 'np', 'vp_fill_outlier'];
let that = this;
this.checkAndRunModules(true).then(function() {
that.loadCode(that.getTypeCode(that.state.popup.type, content));
});
} else if (type === FRAME_EDIT_TYPE.DROP_OUT) {
this.config.checkModules = ['pd', 'np', 'vp_drop_outlier'];
let that = this;
this.checkAndRunModules(true).then(function() {
that.loadCode(that.getTypeCode(that.state.popup.type, content));
});
} else {
var code = this.loadCode(this.getTypeCode(this.state.popup.type, content));
if (code == '') {
return;
}
}
this.closeInnerPopup();
}
_unbindEvent() {
super._unbindEvent();
$(document).off(this.wrapSelector('*'));
$(document).off('change', this.wrapSelector('#vp_feVariable'));
$(document).off('click', this.wrapSelector('.vp-fe-df-refresh'));
$(document).off('click', this.wrapSelector('.' + VP_FE_INFO));
$(document).off('change', this.wrapSelector('#vp_feReturn'));
$(document).off('click', this.wrapSelector('.vp-popup-body'));
$(document).off('contextmenu', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN));
$(document).off('contextmenu', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW));
$(document).off('click', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_COLUMN));
$(document).off('click', this.wrapSelector('.' + VP_FE_TABLE + ' .' + VP_FE_TABLE_ROW));
$(document).off('click', this.wrapSelector('.' + VP_FE_ADD_COLUMN));
$(document).off('click', this.wrapSelector('.' + VP_FE_ADD_ROW));
$(document).off('click', this.wrapSelector('.' + VP_FE_TABLE_MORE));
$(document).off('click', this.wrapSelector('.vp-fe-toolbar-item'));
$(document).off('click', this.wrapSelector('.' + VP_FE_MENU_ITEM));
$(document).off('click', this.wrapSelector('.vp-inner-popup-replace-add'));
$(document).off('click', this.wrapSelector('.vp-inner-popup-delete'));
$(document).off('change', this.wrapSelector('.vp-inner-popup-var1'));
$(document).off('change', this.wrapSelector('.vp-inner-popup-var2'));
}
bindEventForPopupPage(menuType) {
var that = this;
if (menuType === FRAME_EDIT_TYPE.ADD_COL
|| menuType === FRAME_EDIT_TYPE.ADD_ROW
|| menuType === FRAME_EDIT_TYPE.REPLACE) {
// Add page
if (menuType === FRAME_EDIT_TYPE.ADD_COL
|| menuType === FRAME_EDIT_TYPE.ADD_ROW) {
///// add page
// 1. add type
$(this.wrapSelector('.vp-inner-popup-addtype')).on('change', function() {
var tab = $(this).val();
$(that.wrapSelector('.vp-inner-popup-tab')).hide();
$(that.wrapSelector('.vp-inner-popup-tab.' + tab)).show();
if (tab === 'apply') {
let colName = $(that.wrapSelector('.vp-inner-popup-apply-column option:selected')).text();
$(that.wrapSelector('.vp-inner-popup-apply-target-name')).text(colName);
}
});
// 2-1. hide column selection box
$(this.wrapSelector('.vp-inner-popup-var1box .vp-vs-data-type')).on('change', function() {
var type = $(this).val();
if (type == 'DataFrame') {
$(that.wrapSelector('.vp-inner-popup-var1col')).show();
} else {
$(that.wrapSelector('.vp-inner-popup-var1col')).hide();
}
});
$(this.wrapSelector('.vp-inner-popup-var2box .vp-vs-data-type')).on('change', function() {
var type = $(this).val();
if (type == 'DataFrame') {
$(that.wrapSelector('.vp-inner-popup-var2col')).show();
} else {
$(that.wrapSelector('.vp-inner-popup-var2col')).hide();
}
});
$(document).off('change', this.wrapSelector('.vp-inner-popup-vartype'));
$(document).on('change', this.wrapSelector('.vp-inner-popup-vartype'), function() {
var type = $(this).val();
$(this).closest('tr').find('.vp-inner-popup-vartype-box').hide();
$(this).closest('tr').find('.vp-inner-popup-vartype-box.' + type).show();
});
}
// Replace page
if (menuType === FRAME_EDIT_TYPE.REPLACE) {
$(this.wrapSelector('.vp-inner-popup-replacetype')).on('change', function() {
var tab = $(this).val();
$(that.wrapSelector('.vp-inner-popup-tab')).hide();
$(that.wrapSelector('.vp-inner-popup-tab.' + tab)).show();
if (tab === 'apply') {
let colName = $(that.wrapSelector('.vp-inner-popup-apply-column option:selected')).text();
$(that.wrapSelector('.vp-inner-popup-apply-target-name')).text(colName);
}
});
}
// Add & Replace page
// condition add
$(document).off('click', this.wrapSelector('.vp-inner-popup-add-cond'));
$(document).on('click', this.wrapSelector('.vp-inner-popup-add-cond'), function (event) {
that.handleConditionAdd();
});
// condition delete
$(document).off('click', this.wrapSelector('.vp-inner-popup-del-cond'));
$(document).on('click', this.wrapSelector('.vp-inner-popup-del-cond'), function (event) {
event.stopPropagation();
// clear previous one
$(this).closest('tr').remove();
$(that.wrapSelector('.vp-inner-popup-oper-connect:last')).hide();
});
// change column selection for condition page
$(document).off('change', this.wrapSelector('.vp-inner-popup-col-list'));
$(document).on('change', this.wrapSelector('.vp-inner-popup-col-list'), function () {
var thisTag = $(this);
var varName = that.state.tempObj;
var colName = $(this).find('option:selected').attr('data-code');
var colDtype = $(this).find('option:selected').attr('data-dtype');
var operTag = $(this).closest('td').find('.vp-inner-popup-oper-list');
var condTag = $(this).closest('td').find('.vp-inner-popup-condition');
if (colName == '.index') {
// index
$(thisTag).closest('td').find('.vp-inner-popup-cond-use-text').prop('checked', false);
$(operTag).replaceWith(function () {
return that.templateForConditionOperator('');
});
$(condTag).replaceWith(function () {
return that.templateForConditionCondInput([], '');
});
that.generateCode();
} else {
// get result and load column list
vpKernel.getColumnCategory(varName, colName).then(function (resultObj) {
let { result } = resultObj;
try {
var category = JSON.parse(result);
if (category && category.length > 0 && colDtype == 'object') {
// if it's categorical column and its dtype is object, check 'Text' as default
$(thisTag).closest('td').find('.vp-inner-popup-cond-use-text').prop('checked', true);
} else {
$(thisTag).closest('td').find('.vp-inner-popup-cond-use-text').prop('checked', false);
}
$(operTag).replaceWith(function () {
return that.templateForConditionOperator(colDtype);
});
$(condTag).replaceWith(function () {
return that.templateForConditionCondInput(category, colDtype);
});
} catch {
$(thisTag).closest('td').find('.vp-inner-popup-cond-use-text').prop('checked', false);
$(operTag).replaceWith(function () {
return that.templateForConditionOperator(colDtype);
});
$(condTag).replaceWith(function () {
return that.templateForConditionCondInput([], colDtype);
});
}
});
}
});
// change operator selection
$(document).off('change', this.wrapSelector('.vp-inner-popup-oper-list'));
$(document).on('change', this.wrapSelector('.vp-inner-popup-oper-list'), function () {
var oper = $(this).val();
var condTag = $(this).closest('td').find('.vp-inner-popup-condition');
var useTextTag = $(this).closest('td').find('.vp-inner-popup-cond-use-text');
// var colDtype = $(this).closest('td').find('.vp-col-list option:selected').attr('data-dtype');
// if operator is isnull(), notnull(), disable condition input
if (oper == 'isnull()' || oper == 'notnull()') {
$(condTag).prop('disabled', true);
$(useTextTag).prop('disabled', true);
} else {
$(condTag).prop('disabled', false);
$(useTextTag).prop('disabled', false);
}
});
// apply page
// 4. apply
$(this.wrapSelector('.vp-inner-popup-apply-column')).on('change', function() {
// TODO: change apply-condition (save value)
let colLabel = $(that.wrapSelector('.vp-inner-popup-apply-column option:selected')).text();
$(that.wrapSelector('.vp-inner-popup-apply-target-name')).text(colLabel);
var varName = that.state.tempObj;
let colName = $(this).val();
var colDtype = $(this).find('option:selected').attr('data-dtype');
var operTag = $(that.wrapSelector('.vp-inner-popup-apply-oper-list'));
var condTag = $(that.wrapSelector('.vp-inner-popup-apply-condition'));
// get result and load column list
vpKernel.getColumnCategory(varName, colName).then(function (resultObj) {
let { result } = resultObj;
try {
var category = JSON.parse(result);
if (category && category.length > 0 && colDtype == 'object') {
// if it's categorical column and its dtype is object, check 'Text' as default
$(that.wrapSelector('.vp-inner-popup-apply-cond-usetext')).prop('checked', true);
} else {
$(that.wrapSelector('.vp-inner-popup-apply-cond-usetext')).prop('checked', false);
}
$(operTag).replaceWith(function () {
return that.templateForConditionOperator(colDtype, 'vp-inner-popup-apply-oper-list');
});
$(condTag).replaceWith(function () {
return that.templateForConditionCondInput(category, colDtype, 'vp-inner-popup-apply-condition');
});
} catch {
$(that.wrapSelector('.vp-inner-popup-apply-cond-usetext')).prop('checked', false);
$(operTag).replaceWith(function () {
return that.templateForConditionOperator(colDtype, 'vp-inner-popup-apply-oper-list');
});
$(condTag).replaceWith(function () {
return that.templateForConditionCondInput([], colDtype, 'vp-inner-popup-apply-condition');
});
}
});
});
$(this.wrapSelector('.vp-inner-popup-toggle-else')).on('click', function() {
// toggle else on/off
let elseOn = $(this).attr('data-else'); // on / off
if (elseOn === 'off') {
// off -> on
$(this).attr('data-else', 'on');
$(this).text('Else off');
$(that.wrapSelector('.vp-inner-popup-apply-else-value')).prop('disabled', false);
$(that.wrapSelector('.vp-inner-popup-apply-else-usetext')).prop('disabled', false);
} else {
// on -> off
$(this).attr('data-else', 'off');
$(this).text('Else on');
$(that.wrapSelector('.vp-inner-popup-apply-else-value')).prop('disabled', true);
$(that.wrapSelector('.vp-inner-popup-apply-else-usetext')).prop('disabled', true);
}
});
$(this.wrapSelector('.vp-inner-popup-add-case')).on('click', function() {
// add case
$(this).parent().find('.vp-inner-popup-apply-case-box').append($(that.templateForApplyCase()));
});
$(document).off('click', this.wrapSelector('.vp-inner-popup-apply-add-cond'));
$(document).on('click', this.wrapSelector('.vp-inner-popup-apply-add-cond'), function() {
// add condition
$(this).parent().find('.vp-inner-popup-apply-cond-box').append($(that.templateForApplyCondition()));
// show operator except last operator
$(this).parent().find('.vp-inner-popup-apply-oper-connect:not(:last)').show();
});
$(document).off('click', this.wrapSelector('.vp-inner-popup-apply-del-cond'));
$(document).on('click', this.wrapSelector('.vp-inner-popup-apply-del-cond'), function() {
let condBox = $(this).closest('.vp-inner-popup-apply-cond-box');
// delete apply cond
$(this).parent().remove();
// hide last operator
$(condBox).find('.vp-inner-popup-apply-oper-connect:last').hide();