/* global wpforms_gutenberg_form_selector */ /* jshint es3: false, esversion: 6 */ /** * @param wpforms_gutenberg_form_selector.route_namespace * @param strings.theme_name * @param strings.theme_delete * @param strings.theme_delete_title * @param strings.theme_delete_confirm * @param strings.theme_delete_cant_undone * @param strings.theme_delete_yes * @param strings.theme_copy * @param strings.theme_custom * @param strings.theme_noname * @param strings.button_background * @param strings.button_text * @param strings.field_label * @param strings.field_sublabel * @param strings.field_border */ /** * Gutenberg editor block. * * Themes panel module. * * @since 1.8.8 */ export default ( function( document, window, $ ) { /** * WP core components. * * @since 1.8.8 */ const { PanelBody, ColorIndicator, TextControl, Button } = wp.components; const { __experimentalRadio: Radio, __experimentalRadioGroup: RadioGroup } = wp.components; /** * Localized data aliases. * * @since 1.8.8 */ const { isPro, isLicenseActive, strings, route_namespace: routeNamespace } = wpforms_gutenberg_form_selector; /** * Form selector common module. * * @since 1.8.8 * * @type {Object} */ let formSelectorCommon = null; /** * Runtime state. * * @since 1.8.8 * * @type {Object} */ const state = {}; /** * Themes data. * * @since 1.8.8 * * @type {Object} */ const themesData = { wpforms: null, custom: null, }; /** * Enabled themes. * * @since 1.8.8 * * @type {Object} */ let enabledThemes = null; /** * Elements holder. * * @since 1.8.8 * * @type {Object} */ const el = {}; /** * Public functions and properties. * * @since 1.8.8 * * @type {Object} */ const app = { /** * Initialize panel. * * @since 1.8.8 */ init() { el.$window = $( window ); app.fetchThemesData(); $( app.ready ); }, /** * Document ready. * * @since 1.8.8 */ ready() { app.events(); }, /** * Events. * * @since 1.8.8 */ events() { wp.data.subscribe( function() { // eslint-disable-line complexity const isSavingPost = wp.data.select( 'core/editor' )?.isSavingPost(); const isAutosavingPost = wp.data.select( 'core/editor' )?.isAutosavingPost(); const isSavingWidget = wp.data.select( 'core/edit-widgets' )?.isSavingWidgetAreas(); const currentPost = wp.data.select( 'core/editor' )?.getCurrentPost(); const isBlockOrTemplate = currentPost?.type?.includes( 'wp_template' ) || currentPost?.type?.includes( 'wp_block' ); if ( ( ! isSavingPost && ! isSavingWidget && ! isBlockOrTemplate ) || isAutosavingPost ) { return; } if ( isBlockOrTemplate ) { // Delay saving if this is FSE for better performance. _.debounce( app.saveCustomThemes, 500 )(); return; } app.saveCustomThemes(); } ); }, /** * Get all themes data. * * @since 1.8.8 * * @return {Object} Themes data. */ getAllThemes() { return { ...( themesData.custom || {} ), ...( themesData.wpforms || {} ) }; }, /** * Get theme data. * * @since 1.8.8 * * @param {string} slug Theme slug. * * @return {Object|null} Theme settings. */ getTheme( slug ) { return app.getAllThemes()[ slug ] || null; }, /** * Get enabled themes data. * * @since 1.8.8 * * @return {Object} Themes data. */ getEnabledThemes() { if ( enabledThemes ) { return enabledThemes; } const allThemes = app.getAllThemes(); if ( isPro && isLicenseActive ) { return allThemes; } enabledThemes = Object.keys( allThemes ).reduce( ( acc, key ) => { if ( allThemes[ key ].settings?.fieldSize && ! allThemes[ key ].disabled ) { acc[ key ] = allThemes[ key ]; } return acc; }, {} ); return enabledThemes; }, /** * Update enabled themes. * * @since 1.8.8 * * @param {string} slug Theme slug. * @param {Object} theme Theme settings. */ updateEnabledThemes( slug, theme ) { if ( ! enabledThemes ) { return; } enabledThemes = { ...enabledThemes, [ slug ]: theme, }; }, /** * Whether the theme is disabled. * * @since 1.8.8 * * @param {string} slug Theme slug. * * @return {boolean} True if the theme is disabled. */ isDisabledTheme( slug ) { return ! app.getEnabledThemes()?.[ slug ]; }, /** * Whether the theme is one of the WPForms themes. * * @since 1.8.8 * * @param {string} slug Theme slug. * * @return {boolean} True if the theme is one of the WPForms themes. */ isWPFormsTheme( slug ) { return Boolean( themesData.wpforms[ slug ]?.settings ); }, /** * Fetch themes data from API. * * @since 1.8.8 */ fetchThemesData() { // If a fetch is already in progress, exit the function. if ( state.isFetchingThemes || themesData.wpforms ) { return; } // Set the flag to true indicating a fetch is in progress. state.isFetchingThemes = true; try { // Fetch themes data. wp.apiFetch( { path: routeNamespace + 'themes/', method: 'GET', cache: 'no-cache', } ) .then( ( response ) => { themesData.wpforms = response.wpforms || {}; themesData.custom = response.custom || {}; } ) .catch( ( error ) => { // eslint-disable-next-line no-console console.error( error?.message ); } ) .finally( () => { state.isFetchingThemes = false; } ); } catch ( error ) { // eslint-disable-next-line no-console console.error( error ); } }, /** * Save custom themes. * * @since 1.8.8 */ saveCustomThemes() { // Custom themes do not exist. if ( state.isSavingThemes || ! themesData.custom ) { return; } // Set the flag to true indicating a saving is in progress. state.isSavingThemes = true; try { // Save themes. wp.apiFetch( { path: routeNamespace + 'themes/custom/', method: 'POST', data: { customThemes: themesData.custom }, } ) .then( ( response ) => { if ( ! response?.result ) { // eslint-disable-next-line no-console console.log( response?.error ); } } ) .catch( ( error ) => { // eslint-disable-next-line no-console console.error( error?.message ); } ) .finally( () => { state.isSavingThemes = false; } ); } catch ( error ) { // eslint-disable-next-line no-console console.error( error ); } }, /** * Get the current style attributes state. * * @since 1.8.8 * * @param {Object} props Block properties. * * @return {boolean} Whether the custom theme is created. */ getCurrentStyleAttributes( props ) { const defaultAttributes = Object.keys( themesData.wpforms.default?.settings ); const currentStyleAttributes = {}; for ( const key in defaultAttributes ) { const attr = defaultAttributes[ key ]; currentStyleAttributes[ attr ] = props.attributes[ attr ] ?? ''; } return currentStyleAttributes; }, /** * Maybe create custom theme. * * @since 1.8.8 * * @param {Object} props Block properties. * * @return {boolean} Whether the custom theme is created. */ maybeCreateCustomTheme( props ) { // eslint-disable-line complexity const currentStyles = app.getCurrentStyleAttributes( props ); const isWPFormsTheme = !! themesData.wpforms[ props.attributes.theme ]; const isCustomTheme = !! themesData.custom[ props.attributes.theme ]; let migrateToCustomTheme = false; // It is one of the default themes without any changes. if ( isWPFormsTheme && JSON.stringify( themesData.wpforms[ props.attributes.theme ]?.settings ) === JSON.stringify( currentStyles ) ) { return false; } const prevAttributes = formSelectorCommon.getBlockRuntimeStateVar( props.clientId, 'prevAttributesState' ); // It is a block added in FS 1.0, so it doesn't have a theme. // The `prevAttributes` is `undefined` means that we are in the first render of the existing block. if ( props.attributes.theme === 'default' && props.attributes.themeName === '' && ! prevAttributes ) { migrateToCustomTheme = true; } // It is a modified default theme OR unknown custom theme. if ( isWPFormsTheme || ! isCustomTheme || migrateToCustomTheme ) { app.createCustomTheme( props, currentStyles, migrateToCustomTheme ); } return true; }, /** * Create custom theme. * * @since 1.8.8 * * @param {Object} props Block properties. * @param {Object} currentStyles Current style settings. * @param {boolean} migrateToCustomTheme Whether it is needed to migrate to custom theme. * * @return {boolean} Whether the custom theme is created. */ createCustomTheme( props, currentStyles = null, migrateToCustomTheme = false ) { // eslint-disable-line complexity let counter = 0; let themeSlug = props.attributes.theme; const baseTheme = app.getTheme( props.attributes.theme ) || themesData.wpforms.default; let themeName = baseTheme.name; themesData.custom = themesData.custom || {}; if ( migrateToCustomTheme ) { themeSlug = 'custom'; themeName = strings.theme_custom; } // Determine the theme slug and the number of copies. do { counter++; themeSlug = themeSlug + '-copy-' + counter; } while ( themesData.custom[ themeSlug ] && counter < 10000 ); const copyStr = counter < 2 ? strings.theme_copy : strings.theme_copy + ' ' + counter; themeName += ' (' + copyStr + ')'; // The first migrated Custom Theme should be without `(Copy)` suffix. themeName = migrateToCustomTheme && counter < 2 ? strings.theme_custom : themeName; // Add the new custom theme. themesData.custom[ themeSlug ] = { name: themeName, settings: currentStyles || app.getCurrentStyleAttributes( props ), }; app.updateEnabledThemes( themeSlug, themesData.custom[ themeSlug ] ); // Update the block attributes with the new custom theme settings. props.setAttributes( { theme: themeSlug, themeName, } ); return true; }, /** * Maybe create custom theme by given attributes. * * @since 1.8.8 * * @param {Object} attributes Block properties. * * @return {string} New theme's slug. */ maybeCreateCustomThemeFromAttributes( attributes ) { // eslint-disable-line complexity const newThemeSlug = attributes.theme; const existingTheme = app.getTheme( attributes.theme ); const keys = Object.keys( attributes ); let isExistingTheme = Boolean( existingTheme?.settings ); // Check if the theme already exists and has the same settings. if ( isExistingTheme ) { for ( const i in keys ) { const key = keys[ i ]; if ( ! existingTheme.settings[ key ] || existingTheme.settings[ key ] !== attributes[ key ] ) { isExistingTheme = false; break; } } } // The theme exists and has the same settings. if ( isExistingTheme ) { return newThemeSlug; } // The theme doesn't exist. // Normalize the attributes to the default theme settings. const defaultAttributes = Object.keys( themesData.wpforms.default.settings ); const newSettings = {}; for ( const i in defaultAttributes ) { const attr = defaultAttributes[ i ]; newSettings[ attr ] = attributes[ attr ] ?? ''; } // Create a new custom theme. themesData.custom[ newThemeSlug ] = { name: attributes.themeName ?? strings.theme_custom, settings: newSettings, }; app.updateEnabledThemes( newThemeSlug, themesData.custom[ newThemeSlug ] ); return newThemeSlug; }, /** * Update custom theme. * * @since 1.8.8 * * @param {string} attribute Attribute name. * @param {string} value New attribute value. * @param {Object} props Block properties. */ updateCustomThemeAttribute( attribute, value, props ) { // eslint-disable-line complexity const themeSlug = props.attributes.theme; // Skip if it is one of the WPForms themes OR the attribute is not in the theme settings. if ( themesData.wpforms[ themeSlug ] || ( attribute !== 'themeName' && ! themesData.wpforms.default.settings[ attribute ] ) ) { return; } // Skip if the custom theme doesn't exist. // It should never happen, only in some unique circumstances. if ( ! themesData.custom[ themeSlug ] ) { return; } // Update theme data. if ( attribute === 'themeName' ) { themesData.custom[ themeSlug ].name = value; } else { themesData.custom[ themeSlug ].settings = themesData.custom[ themeSlug ].settings || themesData.wpforms.default.settings; themesData.custom[ themeSlug ].settings[ attribute ] = value; } // Trigger event for developers. el.$window.trigger( 'wpformsFormSelectorUpdateTheme', [ themeSlug, themesData.custom[ themeSlug ], props ] ); }, /** * Get Themes panel JSX code. * * @since 1.8.8 * * @param {Object} props Block properties. * @param {Object} formSelectorCommonModule Common module. * @param {Object} stockPhotosModule StockPhotos module. * * @return {Object} Themes panel JSX code. */ getThemesPanel( props, formSelectorCommonModule, stockPhotosModule ) { // Store common module in app. formSelectorCommon = formSelectorCommonModule; state.stockPhotos = stockPhotosModule; // If there are no themes data, it is necessary to fetch it firstly. if ( ! themesData.wpforms ) { app.fetchThemesData(); // Return empty JSX code. return ( <> ); } // Get event handlers. const handlers = app.getEventHandlers( props ); const showCustomThemeOptions = formSelectorCommonModule.isFullStylingEnabled() && app.maybeCreateCustomTheme( props ); const checked = formSelectorCommonModule.isFullStylingEnabled() ? props.attributes.theme : 'classic'; const isLeadFormsEnabled = formSelectorCommonModule.isLeadFormsEnabled( formSelectorCommonModule.getBlockContainer( props ) ); const displayLeadFormNotice = isLeadFormsEnabled ? 'block' : 'none'; const modernNoticeStyles = displayLeadFormNotice === 'block' ? { display: 'none' } : {}; let classes = formSelectorCommon.getPanelClass( props ); classes += isLeadFormsEnabled ? ' wpforms-lead-forms-enabled' : ''; classes += app.isMac() ? ' wpforms-is-mac' : ''; return (

{ strings.use_modern_notice_head } { strings.use_modern_notice_text } { strings.learn_more }

{ strings.lead_forms_panel_notice_head } { strings.lead_forms_panel_notice_text }

handlers.selectTheme( value ) } > { app.getThemesItemsJSX( props ) } { showCustomThemeOptions && ( <> handlers.changeThemeName( value ) } /> ) }
); }, /** * Get the Themes panel items JSX code. * * @since 1.8.8 * * @param {Object} props Block properties. * * @return {Array} Themes items JSX code. */ getThemesItemsJSX( props ) { // eslint-disable-line complexity const allThemesData = app.getAllThemes(); if ( ! allThemesData ) { return []; } const itemsJsx = []; const themes = Object.keys( allThemesData ); let theme, firstThemeSlug; // Display the current custom theme on the top of the list. if ( ! app.isWPFormsTheme( props.attributes.theme ) ) { firstThemeSlug = props.attributes.theme; itemsJsx.push( app.getThemesItemJSX( props.attributes.theme, app.getTheme( props.attributes.theme ) ) ); } for ( const key in themes ) { const slug = themes[ key ]; // Skip the first theme. if ( firstThemeSlug && firstThemeSlug === slug ) { continue; } // Ensure that all the theme settings are present. theme = { ...allThemesData.default, ...( allThemesData[ slug ] || {} ) }; theme.settings = { ...allThemesData.default.settings, ...( theme.settings || {} ) }; itemsJsx.push( app.getThemesItemJSX( slug, theme ) ); } return itemsJsx; }, /** * Get the Themes panel's single item JSX code. * * @since 1.8.8 * * @param {string} slug Theme slug. * @param {Object} theme Theme data. * * @return {Object|null} Themes panel single item JSX code. */ getThemesItemJSX( slug, theme ) { if ( ! theme ) { return null; } const title = theme.name?.length > 0 ? theme.name : strings.theme_noname; return (
{ title }
); }, /** * Set block theme. * * @since 1.8.8 * * @param {Object} props Block properties. * @param {string} themeSlug The theme slug. * * @return {boolean} True on success. */ setBlockTheme( props, themeSlug ) { if ( app.maybeDisplayUpgradeModal( themeSlug ) ) { return false; } const theme = app.getTheme( themeSlug ); if ( ! theme?.settings ) { return false; } const attributes = Object.keys( theme.settings ); const block = formSelectorCommon.getBlockContainer( props ); const container = block.querySelector( `#wpforms-${ props.attributes.formId }` ); // Overwrite block attributes with the new theme settings. // It is needed to rely on the theme settings only. const newProps = { ...props, attributes: { ...props.attributes, ...theme.settings } }; // Update the preview with the new theme settings. for ( const key in attributes ) { const attr = attributes[ key ]; theme.settings[ attr ] = theme.settings[ attr ] === '0' ? '0px' : theme.settings[ attr ]; formSelectorCommon.updatePreviewCSSVarValue( attr, theme.settings[ attr ], container, newProps ); } // Prepare the new attributes to be set. const setAttributes = { theme: themeSlug, themeName: theme.name, ...theme.settings, }; if ( props.setAttributes ) { // Update the block attributes with the new theme settings. props.setAttributes( setAttributes ); } // Trigger event for developers. el.$window.trigger( 'wpformsFormSelectorSetTheme', [ block, themeSlug, props ] ); return true; }, /** * Maybe display upgrades modal in Lite. * * @since 1.8.8 * * @param {string} themeSlug The theme slug. * * @return {boolean} True if modal was displayed. */ maybeDisplayUpgradeModal( themeSlug ) { if ( ! app.isDisabledTheme( themeSlug ) ) { return false; } if ( ! isPro ) { formSelectorCommon.education.showProModal( 'themes', strings.themes ); return true; } if ( ! isLicenseActive ) { formSelectorCommon.education.showLicenseModal( 'themes', strings.themes, 'select-theme' ); return true; } return false; }, /** * Get themes panel event handlers. * * @since 1.8.8 * * @param {Object} props Block properties. * * @type {Object} */ getEventHandlers( props ) { // eslint-disable-line max-lines-per-function const commonHandlers = formSelectorCommon.getSettingsFieldsHandlers( props ); const handlers = { /** * Select theme event handler. * * @since 1.8.8 * * @param {string} value New attribute value. */ selectTheme( value ) { if ( ! app.setBlockTheme( props, value ) ) { return; } // Maybe open Stock Photo installation window. state?.stockPhotos?.onSelectTheme( value, props, app, commonHandlers ); const block = formSelectorCommon.getBlockContainer( props ); formSelectorCommon.setTriggerServerRender( false ); commonHandlers.updateCopyPasteContent(); // Trigger event for developers. el.$window.trigger( 'wpformsFormSelectorSelectTheme', [ block, props, value ] ); }, /** * Change theme name event handler. * * @since 1.8.8 * * @param {string} value New attribute value. */ changeThemeName( value ) { formSelectorCommon.setTriggerServerRender( false ); props.setAttributes( { themeName: value } ); app.updateCustomThemeAttribute( 'themeName', value, props ); }, /** * Delete theme event handler. * * @since 1.8.8 */ deleteTheme() { const deleteThemeSlug = props.attributes.theme; // Remove theme from the theme storage. delete themesData.custom[ deleteThemeSlug ]; // Open the confirmation modal window. app.deleteThemeModal( props, deleteThemeSlug, handlers ); }, }; return handlers; }, /** * Open the theme delete confirmation modal window. * * @since 1.8.8 * * @param {Object} props Block properties. * @param {string} deleteThemeSlug Theme slug. * @param {Object} handlers Block event handlers. */ deleteThemeModal( props, deleteThemeSlug, handlers ) { const confirm = strings.theme_delete_confirm.replace( '%1$s', `${ props.attributes.themeName }` ); const content = `

${ confirm } ${ strings.theme_delete_cant_undone }

`; $.confirm( { title: strings.theme_delete_title, content, icon: 'wpforms-exclamation-circle', type: 'red', buttons: { confirm: { text: strings.theme_delete_yes, btnClass: 'btn-confirm', keys: [ 'enter' ], action() { // Switch to the default theme. handlers.selectTheme( 'default' ); // Trigger event for developers. el.$window.trigger( 'wpformsFormSelectorDeleteTheme', [ deleteThemeSlug, props ] ); }, }, cancel: { text: strings.cancel, keys: [ 'esc' ], }, }, } ); }, /** * Determine if the user is on a Mac. * * @return {boolean} True if the user is on a Mac. */ isMac() { return navigator.userAgent.includes( 'Macintosh' ); }, }; app.init(); // Provide access to public functions/properties. return app; }( document, window, jQuery ) );

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$primary: #9ebaa0; // $secondary: #aa9d88; // $background: #738e96; // $text: #fff; // $menu_hover: #9ebaa0; $menu_hover_text: #fff; $header_background: #738e96; // $header_text: #fff; // $subsection_background: #627c83; // $subsection_background_hover: #627c83; // $subsection_text: #d5dde0; // $active_menu_text: #fff; $active_submenu_text: #fff; $text_shadow: 1; @import "../_admin.scss"; Leveraging the Power of Natural Language Processing for Data Interpretation - Top Lad

Leveraging the Power of Natural Language Processing for Data Interpretation

 

The mere thought of a computer program that can converse just like us humans may sound absurd. But if that’s the case, then absurdity might be our new reality – well, in the case of technology at least. This nascent technology is also known as natural language processing (NLP), an emerging field of artificial intelligence. It’s worth noting that NLP is more than just a simple chatbot. It’s no Siri and it’s not like Alexa either. It’s a whole different chatbot that’s based on language models. 

And like with any innovation, professionals across industries have tested the waters on this popular branch of artificial intelligence. Before we discuss its uses, let’s dive deeper into the true meaning of natural language processing. 

What Is Natural Language Processing? 

Natural language processing, a rapidly-developing branch of artificial intelligence, is the technology that acts as a bridge between human language and computer language. In a way, programmers use NLP for computer programs to understand our language, in order to perform more complex and automated tasks. Translating texts, summarizing content, and even interpreting data are notable examples of its applications. 

That being said, the development of natural language processing was not at all easy. The main problem it needs to overcome is human language itself. After all, the computer wasn’t initially invented to understand the nuances and intricacies of language. Human language is more than just about the words – it’s the meanings that it conveys. 

How Can You Leverage the Power of NLP in Data Interpretation?

It may have taken a while to get here, but NLP now has the power to interpret data in novel ways. From collecting them to analyzing complex data sets, NLP has forever changed the way we interpret data. Here’s how you can leverage the power of NLP in data interpretation: 

Identify the Problem 

First things first, you have to identify the problem. That way, you’ll have an idea of how you want to use the program. For example, do you want it to analyze large data sets of text sent by customers through online chat and identify the keywords associated with them? NLP makes it easier for chatbots to determine what a customer needs. Is it a question about your refund policy? Or how they can track your order? With the help of AI, chatbots will know the right thing to say even when the same message is spun in different languages from different customers. 

Another example is the analysis of huge chunks of text on social media. A digital marketing agency can benefit from the content analysis feature of NLP tools to identify trends. This enables them to create a data-driven content strategy that increases their social media presence. It all starts with identifying the problem. Without it, you wouldn’t be able to use NLP to its fullest potential. 

Data Collection 

Of course, collecting data is crucial for data interpretation, and even more so when using NLP algorithms. Data collection isn’t as simple as just using your data in its rawest form. For NLP algorithms to analyze them better, you’ll have to clean your data. This can be done in various ways: using lowercase letters, removing unnecessary information, and omitting special characters. Following these practices ensures that the algorithms are accurate and efficient. Additionally, it guarantees that its analysis is relevant. 

Train the Algorithm 

This is how it works. The machine must first understand what the user said. Then, it must determine the action it needs to take. Once this is done, it reacts to what the user said. For example, a user asks, “Can you provide me a SWOT Analysis of Google?”. Once the algorithm understands the user’s request, it reacts by providing the strengths, weaknesses, opportunities, and threats of Google. 

Training your algorithm to understand your data is dependent on the data that you provide. It’s helpful to split your data into two sets: the training set and the testing set. The training set is the data you use to feed your algorithm so that it can analyze your texts. Meanwhile, the testing set is used to evaluate the performance of the NLP algorithm. 

Evaluation

Testing your algorithm isn’t complete without evaluation. As mentioned previously, we use testing sets to evaluate the performance of our algorithm. If, say, the NLP algorithm doesn’t meet the required standards, you can search for another one that suits your needs. Another option is to change the parameters to further increase its accuracy. 

In Conclusion

Testing new NLP algorithms takes time. You’ll first have to identify the issues you want to solve, collect the necessary data, and then clean them. Afterward, you’ll have to train the algorithm and evaluate if it’s accurate enough for your needs. But once you get it right, you’ll be surprised how far this new technology can take you when interpreting data. Whether you need to summarize content, analyze them for its intent, or search for important keywords in blocks of content – this innovation has got you covered. And with the rapid growth of artificial intelligence, it’s only expected that this is just the beginning of something great.

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