Big Data Lake Testing Tool

Sandesh Gawande 24 March 2023 7 min read

Share On :

img:is([sizes=auto i],[sizes^="auto," i]){contain-intrinsic-size:3000px 1500px}img.wp-smiley,img.emoji{display:inline !important;border:none !important;box-shadow:none !important;height:1em !important;width:1em !important;margin:0 .07em !important;vertical-align:-.1em !important;background:none !important;padding:0 !important}.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}.svg-inline--fa{display:inline-block;height:1em;overflow:visible;vertical-align:-.125em}.wp-block-font-awesome-icon svg::before,.wp-rich-text-font-awesome-icon svg::before{content:unset}:root{--wp--preset--aspect-ratio--square:1;--wp--preset--aspect-ratio--4-3:4/3;--wp--preset--aspect-ratio--3-4:3/4;--wp--preset--aspect-ratio--3-2:3/2;--wp--preset--aspect-ratio--2-3:2/3;--wp--preset--aspect-ratio--16-9:16/9;--wp--preset--aspect-ratio--9-16:9/16;--wp--preset--color--black:#000;--wp--preset--color--cyan-bluish-gray:#abb8c3;--wp--preset--color--white:#fff;--wp--preset--color--pale-pink:#f78da7;--wp--preset--color--vivid-red:#cf2e2e;--wp--preset--color--luminous-vivid-orange:#ff6900;--wp--preset--color--luminous-vivid-amber:#fcb900;--wp--preset--color--light-green-cyan:#7bdcb5;--wp--preset--color--vivid-green-cyan:#00d084;--wp--preset--color--pale-cyan-blue:#8ed1fc;--wp--preset--color--vivid-cyan-blue:#0693e3;--wp--preset--color--vivid-purple:#9b51e0;--wp--preset--color--accent:#0078d4;--wp--preset--color--dark-gray:#111;--wp--preset--color--light-gray:#767676;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple:linear-gradient(135deg,#0693e3 0%,#9b51e0 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan:linear-gradient(135deg,#7adcb4 0%,#00d082 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange:linear-gradient(135deg,#fcb900 0%,#ff6900 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red:linear-gradient(135deg,#ff6900 0%,#cf2e2e 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray:linear-gradient(135deg,#eee 0%,#a9b8c3 100%);--wp--preset--gradient--cool-to-warm-spectrum:linear-gradient(135deg,#4aeadc 0%,#9778d1 20%,#cf2aba 40%,#ee2c82 60%,#fb6962 80%,#fef84c 100%);--wp--preset--gradient--blush-light-purple:linear-gradient(135deg,#ffceec 0%,#9896f0 100%);--wp--preset--gradient--blush-bordeaux:linear-gradient(135deg,#fecda5 0%,#fe2d2d 50%,#6b003e 100%);--wp--preset--gradient--luminous-dusk:linear-gradient(135deg,#ffcb70 0%,#c751c0 50%,#4158d0 100%);--wp--preset--gradient--pale-ocean:linear-gradient(135deg,#fff5cb 0%,#b6e3d4 50%,#33a7b5 100%);--wp--preset--gradient--electric-grass:linear-gradient(135deg,#caf880 0%,#71ce7e 100%);--wp--preset--gradient--midnight:linear-gradient(135deg,#020381 0%,#2874fc 100%);--wp--preset--font-size--small:13px;--wp--preset--font-size--medium:20px;--wp--preset--font-size--large:36px;--wp--preset--font-size--x-large:42px;--wp--preset--spacing--20:.44rem;--wp--preset--spacing--30:.67rem;--wp--preset--spacing--40:1rem;--wp--preset--spacing--50:1.5rem;--wp--preset--spacing--60:2.25rem;--wp--preset--spacing--70:3.38rem;--wp--preset--spacing--80:5.06rem;--wp--preset--shadow--natural:6px 6px 9px rgba(0,0,0,.2);--wp--preset--shadow--deep:12px 12px 50px rgba(0,0,0,.4);--wp--preset--shadow--sharp:6px 6px 0px rgba(0,0,0,.2);--wp--preset--shadow--outlined:6px 6px 0px -3px #fff,6px 6px #000;--wp--preset--shadow--crisp:6px 6px 0px #000}.wp-block-button{--wp--preset--dimension--25:25%;--wp--preset--dimension--50:50%;--wp--preset--dimension--75:75%;--wp--preset--dimension--100:100%}:where(body){margin:0}:where(.is-layout-flex){gap:.5em}:where(.is-layout-grid){gap:.5em}body .is-layout-flex{display:flex}.is-layout-flex{flex-wrap:wrap;align-items:center}.is-layout-flex>:is(*, div){margin:0}body .is-layout-grid{display:grid}.is-layout-grid>:is(*, div){margin:0}body{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px}:root :where(.wp-element-button, .wp-block-button__link){background-color:#32373c;border-width:0;color:#fff;font-family:inherit;font-size:inherit;font-style:inherit;font-weight:inherit;letter-spacing:inherit;line-height:inherit;padding-top:calc(.667em + 2px);padding-right:calc(1.333em + 2px);padding-bottom:calc(.667em + 2px);padding-left:calc(1.333em + 2px);text-decoration:none;text-transform:inherit}.has-black-color{color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-color{color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-color{color:var(--wp--preset--color--white) !important}.has-pale-pink-color{color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-color{color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-color{color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-color{color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-color{color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-color{color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-color{color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-color{color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-color{color:var(--wp--preset--color--vivid-purple) !important}.has-accent-color{color:var(--wp--preset--color--accent) !important}.has-dark-gray-color{color:var(--wp--preset--color--dark-gray) !important}.has-light-gray-color{color:var(--wp--preset--color--light-gray) !important}.has-black-background-color{background-color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-background-color{background-color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-background-color{background-color:var(--wp--preset--color--white) !important}.has-pale-pink-background-color{background-color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-background-color{background-color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-background-color{background-color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-background-color{background-color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-background-color{background-color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-background-color{background-color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-background-color{background-color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-background-color{background-color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-background-color{background-color:var(--wp--preset--color--vivid-purple) !important}.has-accent-background-color{background-color:var(--wp--preset--color--accent) !important}.has-dark-gray-background-color{background-color:var(--wp--preset--color--dark-gray) !important}.has-light-gray-background-color{background-color:var(--wp--preset--color--light-gray) !important}.has-black-border-color{border-color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-border-color{border-color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-border-color{border-color:var(--wp--preset--color--white) !important}.has-pale-pink-border-color{border-color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-border-color{border-color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-border-color{border-color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-border-color{border-color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-border-color{border-color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-border-color{border-color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-border-color{border-color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-border-color{border-color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-border-color{border-color:var(--wp--preset--color--vivid-purple) !important}.has-accent-border-color{border-color:var(--wp--preset--color--accent) !important}.has-dark-gray-border-color{border-color:var(--wp--preset--color--dark-gray) !important}.has-light-gray-border-color{border-color:var(--wp--preset--color--light-gray) !important}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background:var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background:var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background:var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important}.has-cool-to-warm-spectrum-gradient-background{background:var(--wp--preset--gradient--cool-to-warm-spectrum) !important}.has-blush-light-purple-gradient-background{background:var(--wp--preset--gradient--blush-light-purple) !important}.has-blush-bordeaux-gradient-background{background:var(--wp--preset--gradient--blush-bordeaux) !important}.has-luminous-dusk-gradient-background{background:var(--wp--preset--gradient--luminous-dusk) !important}.has-pale-ocean-gradient-background{background:var(--wp--preset--gradient--pale-ocean) !important}.has-electric-grass-gradient-background{background:var(--wp--preset--gradient--electric-grass) !important}.has-midnight-gradient-background{background:var(--wp--preset--gradient--midnight) !important}.has-small-font-size{font-size:var(--wp--preset--font-size--small) !important}.has-medium-font-size{font-size:var(--wp--preset--font-size--medium) !important}.has-large-font-size{font-size:var(--wp--preset--font-size--large) !important}.has-x-large-font-size{font-size:var(--wp--preset--font-size--x-large) !important}body #load{display:block;height:100%;overflow:hidden;position:fixed;width:100%;z-index:9901;opacity:1;visibility:visible;transition:all .35s ease-out}.load-wrap{width:100%;height:100%;background-position:center center;background-repeat:no-repeat;text-align:center;display:-ms-flexbox;display:-ms-flex;display:flex;-ms-align-items:center;-ms-flex-align:center;align-items:center;-ms-flex-flow:column wrap;flex-flow:column wrap;-ms-flex-pack:center;-ms-justify-content:center;justify-content:center}.load-wrap>svg{position:absolute;top:50%;left:50%;transform:translate(-50%,-50%)}#load{background:var(--the7-elementor-beautiful-loading-bg,#fff);--the7-beautiful-spinner-color2:var(--the7-beautiful-spinner-color,rgba(51,51,51,.25))}:root{--hcb--fz--base:14px}:root{--hcb--fz--mobile:13px}:root{--hcb--ff:Menlo,Consolas,"Hiragino Kaku Gothic ProN","Hiragino Sans",Meiryo,sans-serif}.epyt-gallery-thumb{width:100%}.yEQjNduMAM3k3JTlzzmUTzNNYDzOkYjtheme--light,.yEQjNduMAM3k3JTlzzmUTzNNYDzOkYj{display:none !important}html{scroll-behavior:smooth}a{text-decoration:none}.masthead.shadow-decoration:not(.side-header-menu-icon):not(#phantom):not( .masthead-mobile-header ){box-shadow:none;display:none}.bood-a-demo{padding:0 !important}.bood-a-demo a{background:#0078d4;color:#fff;border-radius:.5rem;border:2px solid #0078d4;padding:12px 20px;display:inline-flex;align-items:center;justify-content:center;text-decoration:none;width:fit-content}li#field_16_55.field_description_below{font-size:14px;color:#898d8c}.gfield--input-type-captcha .ginput_recaptcha{transform:scale(.85);transform-origin:left top}.gfield--input-type-captcha{overflow:hidden}.classic-header.bg-behind-menu .navigation:before{height:auto !important}.icedq-core-service a{display:inline-flex}.single .post-meta{display:none}@media only screen and (min-width: 1005px){#phantom,#phantom.masthead{position:relative !important;transform:none !important;z-index:auto !important;padding-top:0 !important;display:none !important}body,#page,.site{padding-top:0 !important}}:root{--navy:#001e36;--navy-dark:#001427;--blue-dark:#002e58;--blue-mid:#046ebb;--blue:#0078d4;--blue-light:#33a7ff;--ice:#0ea5e9;--yellow:#fde263;--yellow-hover:#feefaf;--blue-border:#c5dff5;--blue-bg:#eef6fd;--grey-bg:#f2f2f2;--grey-mid:#dfdfdf;--text:#444;--text-light:#666;--text-muted:#888;--white:#fff;--max-w:1400px;--header-bg:#f2f2f2;--footer-bg:#002e58}.gform_ajax_spinner{display:none !important}.gform_footer,.gform_page_footer{position:relative !important}.gf-spinner-wrap{display:flex !important;justify-content:center !important;align-items:center !important;margin-top:10px !important}.gf-spinner{display:inline-block;width:22px;height:22px;border:3px solid rgba(255,255,255,.3);border-top-color:#fcd621;border-radius:50%;animation:gf-spin .7s linear infinite}@keyframes gf-spin{to{transform:rotate(360deg)}}.header-bar{background:#f2f2f2;padding:0 24px;display:flex;align-items:center;height:auto;position:sticky;top:0;z-index:9999}.header-bar .container{width:100%;padding:0 !important}.header-bar .branding{display:flex;align-items:center;width:100%;gap:0;margin:0px 0 0 !important;padding:20px 0;background-color:transparent}.logo-link{display:flex;align-items:center;flex-shrink:0;text-decoration:none}.logo-link img{height:38px;width:auto}.header-line-img{height:36px;width:auto;margin:0 12px;flex-shrink:0}a.mobile-sub-link.mobile-sub-overview.bold-text{font-weight:600;padding:16px 20px;font-size:17px;text-decoration:none}.tagline-link{font-size:24px;color:#444;font-weight:400;text-decoration:none;white-space:nowrap;position:relative}.tagline-link:hover{color:#1565c0}a.tagline-link::after{content:"";position:absolute;bottom:-19px;left:0;width:100%;height:2px;background-color:#0078d4;animation:1s infinite blink}@keyframes blink{0%,100%{opacity:1}50%{opacity:0}}.hdr-spacer{flex:1}.badges-wrap{display:flex;align-items:center;gap:4px;margin-right:16px}.badge-link img{height:40px;width:80%;display:block}.book-demo-link{display:inline-block;background:#0078d4;color:#fff;border-radius:5px;padding:12px 20px !important;font-size:18px;font-weight:600;text-decoration:none;white-space:nowrap;transition:background .15s;flex-shrink:0;line-height:23px}.book-demo-link:hover{background:#0d47a1;color:#fff}.mobile-menu-toggle{display:none;flex-shrink:0;width:40px;height:40px;background:none;border:none;cursor:pointer;flex-direction:column;justify-content:center;align-items:center;gap:5px;padding:0;margin-left:12px}.mobile-menu-toggle span{display:block;width:24px;height:2px;background:var(--text);transition:transform .25s,opacity .25s}.mobile-menu-toggle.is-open span:nth-child(1){transform:translateY(7px) rotate(45deg)}.mobile-menu-toggle.is-open span:nth-child(2){opacity:0}.mobile-menu-toggle.is-open span:nth-child(3){transform:translateY(-7px) rotate(-45deg)}.navigation{background:#f2f2f2;padding:0 24px;position:sticky;top:auto;z-index:9998;top:90px !important}.main-nav{display:flex;align-items:center;list-style:none;margin:0 !important;padding:0}.nav-item{position:relative;list-style:none}.nav-link{display:block;padding:14px 16px;font-size:18px;font-weight:700;color:#444 !important;text-decoration:none;border-bottom:3px solid transparent;white-space:nowrap;cursor:pointer;transition:color .15s,border-color .15s;margin-bottom:-2px}.nav-link:hover,.nav-item:hover .nav-link{color:#1565c0 !important;border-bottom-color:#1565c0}.nav-item.menu-open .mega-sub{display:block}.mega-sub{display:none;position:fixed;left:0;right:0;top:var(--mega-sub-top,200px);background:#f2f2f2;border-top:1px solid #f2f2f2;border-bottom:1px solid #f2f2f2;z-index:9997;width:auto;margin:0 auto}.nav-item:hover .mega-sub{display:block}.mega-product{width:100%;box-shadow:0 10px 9pt rgba(0,0,0,.1) !important}ul.sidebar-list{border-left:1px solid #ccc;margin:0;padding-left:22px;line-height:2}.prod-overview{background:#f2f2f2;border-bottom:1px solid #f2f2f2;padding:14px 12px 12px;max-width:1400px;margin:0 auto;box-sizing:border-box}.prod-overview-link{display:flex;align-items:center;gap:8px;text-decoration:none;margin-bottom:4px}.prod-overview-title{font-size:18px;font-weight:600;color:#444}.prod-overview a:hover span,.prod-card-title:hover,.sidebar-list a:hover span{border-bottom:2px solid #1565c0}.prod-overview-arrow{height:14px;width:auto}.prod-overview-desc{font-size:16px;color:#444;line-height:30px;font-weight:400}.prod-cols{display:grid;grid-template-columns:1fr 1fr 1fr .72fr;padding:16px 0px 10px;max-width:1400px;margin:0 auto;box-sizing:border-box}.prod-col{padding:0 16px}.prod-col+.prod-col{border-left:1px solid #f0f0f0}.prod-card{display:flex;align-items:flex-start;gap:10px;padding:8px 6px;border-radius:6px;text-decoration:none;color:#333;transition:background .12s}.prod-card-icon{width:36px;height:36px;flex-shrink:0;object-fit:contain}.prod-card-title{font-size:18px;font-weight:600;color:#444;margin-bottom:3px;display:inline-block}.prod-card-desc{font-size:16px;margin-top:6px !important;line-height:1.6;margin-bottom:10px;color:#444}.prod-sidebar{padding:6px 16px}.sidebar-list{list-style:none}.sidebar-list li{margin-bottom:2px;list-style:none}.sidebar-list a{display:flex;align-items:center;gap:8px;padding:6px 6px;border-radius:5px;text-decoration:none;font-size:13px;font-weight:500;color:#444;transition:background .12s}.sidebar-list a:hover{color:#1565c0}.sidebar-icon{width:20px;height:20px;object-fit:contain;flex-shrink:0}.side-label{text-align:center;vertical-align:super;color:#444;font-weight:600;font-size:18px !important}.navigation .container{padding:0}.main-nav li.nav-item:nth-child(1) a{margin-left:0}.mega-solutions{width:100%;box-shadow:0 10px 9pt rgba(0,0,0,.1) !important}.sol-body{display:grid;grid-template-columns:minmax(126px,240px) minmax(170px,365px) minmax(160px,300px) minmax(264px,1fr);padding:14px 0px 12px;align-items:start;max-width:1400px;margin:0 auto;align-items:start;box-sizing:border-box}.sol-col{padding:0 18px}.sol-col+.sol-col{border-left:1px solid #f0f0f0}ul.sol-list{list-style:none;margin:0}.sol-head{font-size:18px;font-weight:700;color:#444;margin-bottom:10px;display:block}.sol-list{list-style:none}.sol-list li{margin-bottom:2px;padding-bottom:14px}.sol-list a{display:inline;padding:0 0 5px;text-decoration:none;font-size:15px;color:#444;transition:background .12s;font-weight:400;line-height:27px}.sol-col:nth-child(3){border-left:1px solid #ccc;padding-left:35px}.sol-list a:hover{border-bottom:2px solid #0078d4}.sol-table{width:100%;border-collapse:collapse;border-bottom:0 !important}.sol-table tr{cursor:pointer;vertical-align:middle}.sol-table td{padding:5px 4px;font-size:12px;color:#444;vertical-align:middle;border:0}.sol-table td:first-child{padding-right:8px}.sol-table a{text-decoration:none;color:inherit;font-size:15px;display:inline-block}.sol-table a:hover{border-bottom:2px solid #1565c0}.solu-img{width:75% !important;height:20px;object-fit:contain;display:block;margin-top:0px !important}.solu-img-case{width:75% !important;height:20px;object-fit:contain;display:block;margin-top:0px !important}#mega-menu-wrap-primary,.mega-menu-wrap,nav.mega-menu,.mega-menu-toggle,#mega-menu-wrap-max_mega_menu_1,[id^="mega-menu-wrap-"]{display:none !important}.simple-dd{display:none;position:absolute;top:100%;left:0;background:#fff;border:1px solid #e0e0e0;box-shadow:0 8px 24px rgba(0,0,0,.1);border-radius:0 0 8px 8px;min-width:180px;z-index:9997;padding:6px 0}.nav-item:hover .simple-dd{display:block}.simple-dd a{display:block;padding:9px 18px;text-decoration:none;color:#444;font-size:13px;font-weight:500;transition:background .12s}.simple-dd a:hover{background:#e8f0fe;color:#1565c0}.mobile-nav-overlay{display:none;position:fixed;inset:0;background:rgba(0,20,39,.5);z-index:10000;opacity:0;transition:opacity .25s}.mobile-nav-overlay.is-open{display:block;opacity:1}.mobile-nav-panel{position:fixed;top:0;right:0;bottom:0;width:min(360px,88vw);background:var(--white);z-index:10001;transform:translateX(100%);transition:transform .3s ease;display:flex;flex-direction:column;box-shadow:-8px 0 24px rgba(0,0,0,.15)}.mobile-nav-panel.is-open{transform:translateX(0)}.mobile-nav-header{display:flex;align-items:center;justify-content:space-between;padding:18px 20px;border-bottom:1px solid var(--grey-mid);flex-shrink:0}.mobile-nav-close{background:none;border:none;font-size:28px;line-height:1;color:var(--text);cursor:pointer;padding:0;width:32px;height:32px}.mobile-nav-list{flex:1;overflow-y:scroll !important;padding:8px 0;margin:0 !important;max-height:fit-content;overflow-x:hidden}.mobile-nav-item{border-bottom:1px solid var(--grey-bg)}.mobile-nav-link{display:flex;align-items:center;justify-content:space-between;width:100%;padding:16px 20px;background:none;border:none;text-align:left;font-size:17px;font-weight:600;color:var(--text);cursor:pointer;font-family:inherit;text-decoration:none}.mobile-nav-chevron{width:12px;height:12px;transition:transform .25s;flex-shrink:0}.mobile-nav-accordion.is-open .mobile-nav-chevron{transform:rotate(180deg)}.mobile-nav-submenu{display:none;flex-direction:column;padding:0px}.mobile-nav-submenu.is-open{display:flex}.mobile-sub-link{padding:0 0 0 35px;font-size:15px;font-weight:500;color:var(--text)}.mobile-sub-link:hover{color:var(--blue)}.mobile-sub-small{font-size:14px;font-weight:400}.mobile-sub-heading{padding:4px 20px 4px 32px;font-size:15px;font-weight:700;text-transform:capitalize;letter-spacing:.5px;color:var(--text)}.mobile-nav-footer{padding:16px 20px;flex-shrink:0}.mobile-nav-cta{display:block;text-align:center;background:var(--blue);color:#fff;font-weight:700;font-size:16px;padding:14px;border-radius:8px}@media (max-width:900px){.navigation{display:none}.mobile-menu-toggle{display:flex}.badges-wrap{display:none}.tagline-link{display:none !important}.header-line-img{display:none}.branding a img,.branding img{width:90px;margin-right:8px}.book-demo-link{padding:10px 10px !important;font-size:15px}li.mobile-nav-item.padding-menu{padding:13px 0}.logo-link{width:100px}span.bold-text{font:700 18px/22px "Arial",Helvetica,Arial,Verdana,sans-serif;color:#272626;text-transform:none;padding:20px}}.container{text-align:inherit !important;float:unset !important;border:none !important;margin:auto !important}.container{max-width:var(--max-w);margin:0 auto;padding:0 32px}@media (max-width:768px){.container{padding:0 20px !important}}@media screen and (max-width: 1007px){.sticky-mobile-header:not(.transparent):not(.hidden-header) .mobile-header-space,.masthead.shadow-mobile-header-decoration.masthead-mobile-header,.masthead:not(.side-header) .mobile-header-bar,.side-header.masthead-mobile-header .mobile-header-bar{display:none !important;visibility:hidden;opacity:0}}.simplesocialbuttons.simplesocialbuttons_inline .ssb-fb-like,.simplesocialbuttons.simplesocialbuttons_inline amp-facebook-like{margin:0px}.simplesocialbuttons.simplesocialbuttons_inline.simplesocial-round-icon button{margin:0px}a.breadcrum-cta{color:#444 !important;text-decoration:none}.head-text{color:#444}.ult-sticky-anchor.ult_stick_to_row{z-index:0}a.gtm-internal-link{color:#0078d4;text-decoration:none;font-weight:400}div#ez-toc-container ul li{font-size:86%}.ult-sticky-section.ult-sticky.sticky-posts{padding:10px;background:#057bd0;border-radius:10px;margin:0 30px}span.right-side-form{color:#fff;text-align:center;font-size:24px;line-height:38px;font-weight:600}#ez-toc-container{background:#fff !important;border:none !important;border-radius:0;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05);display:table;margin-bottom:none !important;padding:10px;position:relative;width:auto;margin-top:-15px !important}#ez-toc-container a{color:#444;box-shadow:none;text-decoration:none;text-shadow:none;display:inline-flex;align-items:stretch;flex-wrap:nowrap;font-weight:400;line-height:31px}#ez-toc-container:active,a.__mPS2id._mPS2id-h.mPS2id-highlight{color:#000;font-weight:700}a.ez-toc-pull-right.ez-toc-btn.ez-toc-btn-xs.ez-toc-btn-default.ez-toc-toggle.ez-toc-loaded{display:none !important}input#input_2_1{height:45px;border-radius:6px;font-size:14px;width:73%;margin:0 auto}input#gform_submit_button_2{border-radius:.5rem !important;padding:10px 15px !important;font-size:16px !important}input#gform_submit_button_2:hover{background-color:#fde263 !important}.ez-toc-link:active{font-weight:600 !important}#ez-toc-container a:active{color:#9f9f9f;font-weight:600 !important}.mob{display:none}@media only screen and (max-width:600px){.mob{display:block}.desk{display:none}}.etl-testing-image{border:1px solid #dfdfdf;border-radius:.5rem;padding:10px}#content>div>div.vc_row.wpb_row.vc_row-fluid.ult_s_container>div.wpb_column.vc_column_container.vc_col-sm-6>div>div>div:nth-child(4)>figure>div{width:71%}.subheader-image,.subheader-top-image{vertical-align:top;border:none !important}h4.mega-block-title,span.case-studies{font-weight:600 !important}a.mega-menu-link,span.header-submenu{font-family:"Roboto",sans-serif !important}#mega-menu-item-399>ul,#mega-menu-item-400>ul,#mega-menu-item-401>ul,a.dt-btn.dt-btn-m:hover{box-shadow:none !important}.author-sec-des,.related-item article.post-format-standard{box-shadow:0 0 .125rem rgba(0,0,0,.12),0 .125rem .25rem rgba(0,0,0,.14)}.linkto,.linkto:hover{color:#0078d4;text-decoration:none;font-weight:400}.mobile-main-nav .next-level-button svg,.mobile-main-nav>li.has-children>a:after,.mobile-main-nav>li.menu-item-language>a:after{color:#0078d4;fill:#0078d4}#ez-toc-container a:visited,span.btn-text-cta{color:#444}img.solu-img-case{margin-top:10px;border:1px solid #ccc;padding:5px;border-radius:4px;width:44%}.menu-td-case{padding:0;border:none !important}.icedq-images,.icedq-table{border:1px solid #dfdfdf}td.subheader-image-case{padding-left:9px;border:none !important;vertical-align:top;width:11%}li#mega-menu-item-custom_html-45{margin-top:38px !important;border-left:1px solid #dfdfdf !important;padding-left:48px !important}li#mega-menu-item-custom_html-46{margin-top:38px !important}img.see-the-product{width:2.7%;margin-top:8px}img.btn-icon{float:left;margin-top:3px;padding-right:9px}.icedq-images{border-radius:.5rem;padding:5px}.branding,li#mega-menu-143-0{border-bottom:1px solid #ccc}#main{padding:0 !important}strong{font-weight:500}#page>div.masthead.classic-header.left.bg-behind-menu.widgets.full-height.shadow-decoration.shadow-mobile-header-decoration.small-mobile-menu-icon.dt-parent-menu-clickable.show-sub-menu-on-hover.show-device-logo.show-mobile-logo.sticky-off.fixed-masthead>header>div>div:nth-child(5)>div.text-area.show-on-desktop.near-logo-first-switch.in-menu-second-switch.first>p{line-height:.5}.classic-header.bg-behind-menu .navigation:before{background-color:#f2f2f2}.top-bar-bg{background:#0078d4}.textwidget a:not(.dt-btn):hover,a.mega-menu-link{color:#444 !important}.branding .mini-contacts i{font-size:20px;padding:4px;color:#444;margin-right:5.7142857142857px;background:#f2f2f2}.icomoon-the7-font-icon-gallery-011-2:before,.the7-mw-icon-search-bold:before{content:"󬁑";font-size:20px;padding:6px}.header-space,.masthead:not(.side-header):not(.mixed-header) .header-bar{min-height:146px}.masthead.shadow-decoration:not(.side-header-menu-icon):not(#phantom):not( .masthead-mobile-header ){box-shadow:none}.footer .widget{margin-bottom:16px}.footer .widget-title{font-size:22px}.branding{margin:8px 0 0 !important;padding-bottom:8px;background-color:#f2f2f2}.text-area.show-on-desktop.hide-on-first-switch.hide-on-second-switch.first{padding-bottom:5px}.top-bar{min-height:48px;padding:3px 30px}ul#primary-menu{margin:12px 0 30px}ul.mega-sub-menu{box-shadow:0 10px 9pt rgba(0,0,0,.1) !important;padding-top:50px}.icedq-core-service{color:#444;line-height:2.4;font-size:16px;font-weight:600;border-left:1px solid #ccc;padding-left:29px}.arrow-image{margin-top:5px;margin-left:8px;float:right}.subheader-image{width:11%}.subheader-top-image{width:6%}p.header-submenu-desc{font-size:16px;margin-top:6px !important;line-height:1.6}img.solu-img,img.solu-img-bi{margin-top:10px;border:1px solid #ccc}.menu-td{padding:0 8px;border:none !important}.header-submenu{font-weight:600;font-size:18px}.solution-submenu{font-weight:400;font-size:15px;line-height:45px}img.solu-img{padding:5px;border-radius:4px;width:50%}.data-migration-submenu{width:17%}.bi-report-submenu{width:12%}.solu-menu{padding-left:100px}img.solu-img-bi{padding:4px;border-radius:4px;width:68% !important}h4.mega-block-title{text-transform:capitalize !important}a.solution-submenu:hover,span.header-submenu:hover,span.product-header-submenu:hover,span.solution-submenu:hover{border-bottom:2px solid #0078d4}.product-header-submenu{font-size:18px;font-weight:600;line-height:31.92px;color:#444}.side-sub-head{text-align:center;vertical-align:super;color:#444;font-weight:600;font-size:18px !important}.icedq-core-service-why-icedq{line-height:2.6;font-size:17px;font-weight:700;border-left:1px solid #ccc;padding-left:29px}ul.mega-sub-menu{margin-top:8px !important}a.contact-us{text-decoration:none !important;font-size:18px;color:#444;font-weight:500}a.footer-menu,p.header-submenu-desc{font-weight:400 !important}a.dataops-platform{text-decoration:none !important;color:#444}.container{text-align:center;float:left;padding:15px;border:1px solid #ccc;margin:0 20px}a.mega-menu-link:hover{border-bottom:2px solid #0078d4 !important;-webkit-transition:.35s;transition:.35s}#mega-menu-item-144>ul{min-height:472px !important}.solution-menu-tabs{box-sizing:border-box}.solutions-tab{float:left;border-left:1px solid #ccc;border-right:1px solid #ccc;padding:0 25px}.solutions-tab button{display:block;background-color:inherit;color:#444;padding:10px 0;width:100%;border:none;outline:0;text-align:left;cursor:pointer;font-size:16px}button.bood-a-demo,button.see-the-platform{border:2px solid #0078d4;padding:12px 20px}p.auth-desc,p.auth-name{text-align:center}.solutions-tab button.active,.solutions-tab button:hover{color:#444;border-bottom:2px solid #0078d4}.solutions-tabcontent{float:left;padding:0 12px;border-left:none}li#mega-menu-400-0-0{margin-top:-30px !important}.footer-menu{padding:15px 7px}a.footer-menu{font-size:18px;color:#fff !important;text-decoration:none}.widget-title{font-size:16px;font-weight:500;text-align:left}img.product-icon{width:6.5%;line-height:1.8;margin-right:5px}img.social-media-img{padding:6px}.data-migration-testing-solution-menu{display:flex;position:absolute;top:30px}#mega-menu-wrap-primary #mega-menu-primary>li.mega-menu-tabbed>ul.mega-sub-menu>li.mega-menu-item.mega-toggle-on>a.mega-menu-link,#mega-menu-wrap-primary #mega-menu-primary>li.mega-menu-tabbed>ul.mega-sub-menu>li.mega-menu-item>a.mega-menu-link:focus,#mega-menu-wrap-primary #mega-menu-primary>li.mega-menu-tabbed>ul.mega-sub-menu>li.mega-menu-item>a.mega-menu-link:hover{background:#f2f2f2;font-weight:400;text-decoration:none;border-bottom:2px solid #0078d4}li#mega-menu-399-0{border-left:1px solid #ccc !important;margin-left:15px !important}a.mega-menu-link:active{border-bottom:2px solid #0078d4 !important}#mega-menu-item-custom_html-8{margin-top:-118px !important}#mega-menu-wrap-primary #mega-menu-primary>li.mega-menu-item.mega-toggle-on>a.mega-menu-link{background:#f2f2f2;color:#0078d4 !important;font-weight:500;text-decoration:none;border-color:#0078d4}li#mega-menu-item-custom_html-3,li#mega-menu-item-custom_html-31,li#mega-menu-item-custom_html-4{margin-top:-20px !important}@media only screen and (max-width:1420px){#mega-menu-item-custom_html-8{margin-top:0 !important}}a.gtm-internal-link.book-demo-link{color:#fff;font-size:18px;text-decoration:none !important;font-weight:600}button.bood-a-demo{background:#0078d4;color:#fff;border-radius:.5rem}button.see-the-platform{background:#fff;color:#0078d4;border-radius:.5rem}button.see-the-platform-cta{padding:12px 20px;background:#fcd620;color:#444;border:2px solid #0078d4;border-radius:.5rem}a.mega-menu-link{font-weight:700 !important}li#mega-menu-item-custom_html-41{color:#444;border-left:1px solid #ccc !important;padding-left:23px !important}li#mega-menu-item-custom_html-39{margin-left:-26px}span.cta-main-head{font-size:24px;font-weight:500;color:#fff}span.cta-head{font-size:30px;color:#fff;font-weight:600;line-height:42px}div#icedq-cta-15240{border-radius:.5rem}.related-item article.post-format-standard{transition:.3s;background-color:#fff;border-radius:.5rem;padding:16px}@media (min-width:768px) and (max-width:768px){.blog-resources{width:96%}.author-info.entry-author{width:100% !important}.vc_row.vc_column-gap-20>.vc_column_container,.wpb_column.vc_column_container.vc_col-sm-6{width:100%}}a.__mPS2id._mPS2id-h.mPS2id-highlight{font-weight:500 !important;color:#0078d4 !important}.vc_btn3-left a:hover,a.dt-btn.dt-btn-m:hover{background-color:#0078d4 !important;color:#fff !important}.gfield_required{color:#790000 !important}div#comments{margin-bottom:30px}p.cta-dwt{margin-top:30px}.masthead:not(.side-header) .mini-widgets>.first,.masthead:not(.side-header) .mini-widgets>:first-child,.masthead:not(.side-header) .mobile-mini-widgets>.first,.masthead:not(.side-header) .mobile-mini-widgets>:first-child,.side-header .top-bar .mini-widgets>.first,.side-header .top-bar .mini-widgets>:first-child,.side-header .top-bar .mobile-mini-widgets>.first,.side-header .top-bar .mobile-mini-widgets>:first-child,.side-header-h-stroke .mini-widgets>.first,.side-header-h-stroke .mini-widgets>:first-child,.side-header-h-stroke .mobile-mini-widgets>.first,.side-header-h-stroke .mobile-mini-widgets>:first-child{margin-left:18px}@media screen and (max-width:768px){.social-card{float:left !important}.widget-title{float:left}section#presscore-contact-info-widget-2{border-top:1px solid;padding-top:28px}.footer .widget,section#block-8{display:grid;justify-content:center}#block-5 ul{display:ruby-text;padding-top:35px}#block-5 img{margin:0 auto}.near-logo-first-switch span{margin-right:0 !important;margin-left:0 !important}.dt-mobile-header .mobile-mini-widgets-in-menu>*{margin:5px 0 !important}}.mob{display:none}@media (max-width:600px) and (min-width:100px){.mob{display:block}.desk{display:none}}@media screen and (max-width:425px){#block-5 ul{display:inline-block !important;text-align:center !important}}@media (max-width:1200px) and (min-width:600px){a.g2-header-img{display:none}}@media (max-width:1007px) and (min-width:100px){.header-line,a.header-line,img.header-line{display:none}}@media (max-width:1490px) and (min-width:1010px){.solution-submenu{line-height:35px !important}}@media (min-width:1024px) and (max-width:1024px){input#input_2_1{margin:0 !important}}@media only screen and (max-width:991px) and (min-width:769px){.vc_col-sm-6,.wpb_column.vc_column_container.vc_col-sm-3\/5{width:70%;clear:both}.ult-sticky-section.ult-sticky.sticky-posts{margin:0 !important}#block-5 img{margin:0 auto}}.ult-sticky-section.ult-sticky.sticky-posts{z-index:0}img.author-img-top{width:138px;text-align:center;margin:0 auto;display:flex}p.auth-name{font-weight:600}.author-info.entry-author{border-radius:.5rem;display:none}.author-sec-des{padding:10px;border-radius:.5rem}.phantom-sticky .branding>a:not(.same-logo){opacity:1 !important;position:unset !important;visibility:visible !important}.phantom-sticky .branding>a:not(.same-logo){opacity:1 !important;position:unset !important;visibility:visible !important}#commentform textarea,.dt-contact-form textarea{width:100% !important}.blog-section img,.sidebar-head-resource img{width:-webkit-fill-available}picture.badge-icon img{width:inherit}.sidebar-head-resource img{margin-bottom:10px}.sidebar-head-resource picture.vc_gitem-zone-img img{margin-bottom:0}img{height:auto}.phantom-sticky .branding>a:not(.same-logo){opacity:1}@-moz-document url-prefix(){.blog-section img,.sidebar-head-resource img{width:100%}}a.dataops-platform.header-line{position:relative;text-decoration:none}a.dataops-platform.header-line::after{content:"";position:absolute;bottom:-1px;left:0;width:100%;height:2px;background-color:#0078d4;animation:1s infinite blink}@keyframes blink{0%,100%{opacity:1}50%{opacity:0}}@media only screen and (max-width:768px){div#ez-toc-container{background:#0078d4 !important;color:#fff;padding:0;width:100%}div#ez-toc-container ul li a{color:#fff !important;font-size:16px;width:100% !important}div#ez-toc-container ul,div#ez-toc-container ul li{list-style:disc !important;margin:5px 10px 0;overflow:visible}.ez-toc-title-container{padding:12px 10px 0}.ez-toc-link,.ez-toc-list li.ez-toc-page-1:nth-child(2) a{white-space:normal}}.full-size-img img,.full-size-img .vc_figure,.full-size-img .vc_single_image-wrapper{width:100%;display:block}.gfield--input-type-captcha .ginput_recaptcha{transform:scale(.85);transform-origin:left top}.gfield--input-type-captcha{overflow:hidden}.rc-anchor-logo-portrait{margin:10px 0 0 0px}.rc-anchor-normal .rc-anchor-pt{right:28px}.vc_custom_1717438147738{margin-top:-49px !important}.vc_custom_1718105989133{margin-top:-49px !important}.sub-nav .menu-item i.fa,.sub-nav .menu-item i.fas,.sub-nav .menu-item i.far,.sub-nav .menu-item i.fab{text-align:center;width:1.25em}.wf-1-2,.wf-2-4,.wf-span-6{width:20% !important}section#block-2{padding-right:42px}.custom-menu li{margin:10px 0px 5px;padding:9px 6px 0;font-size:17px;color:#fff !important}.footer .custom-menu a:not(:hover){color:#fff}.footer .custom-categories a:hover span.item-name,.footer .cat-item a:hover span.item-name,.footer .custom-menu a:hover,.footer .custom-menu li.act>a,.footer .widget_recent_comments a:hover{color:var(--the7-accent-color);color:#fff !important}.widget-info{font-size:17px;line-height:1.7;color:#fff;font-weight:400}.footer .widget a,.footer .widget .post-content .text-secondary{color:#8b8d94;text-decoration:none}.wf-1-4,.wf-span-3{width:20% !important}.sidebar-form-head{background-color:#0078d4;border-radius:.5rem;padding:20px 10px 10px 10px}@media (max-width: 768px) and (min-width: 100px){section#block-8,.footer .widget{display:grid;justify-content:center;width:100% !important}.badge{justify-content:center}li.foo-links{text-align:center}.footer .widget-title{color:#eee;text-align:center}}@media (max-width: 1439px) and (min-width: 992px){.badge{display:block !important}}img.author-img-top{border-radius:50%}.res-foo-links{margin:10px 0px 5px;padding:9px 6px 0;font-size:17px;color:#fff !important;cursor:pointer;line-height:2.4}.foo-res-list{margin-top:7px}@media (max-width: 768px) and (min-width: 100px){.custom-menu li{margin:10px 0px 5px;padding:9px 6px 0;font-size:17px;text-align:center;color:#fff !important}.footer .widget-title,.footer div[class*=elementor-widget-wp-widget-] h5,.footer .elementor-widget .woocommerce h5{color:#eee;text-align:center}li.foo-links{text-align:center}.widget-info{text-align:center}.foo-res-list{margin-top:0px !important}}:root{--color-primary:#4a8eff;--color-primary-rgb:74,142,255;--color-primary-hover:#5998ff;--color-primary-active:#3281ff;--clr-sec:#6c757d;--clr-sec-rgb:108,117,125;--clr-sec-hover:#6c757d;--clr-sec-active:#6c757d;--color-secondary:#6c757d;--color-secondary-rgb:108,117,125;--color-secondary-hover:#6c757d;--color-secondary-active:#6c757d;--color-success:#018e11;--color-success-rgb:1,142,17;--color-success-hover:#0aad01;--color-success-active:#0c8c01;--color-info:#2ca8ff;--color-info-rgb:44,168,255;--color-info-hover:#2ca8ff;--color-info-active:#2ca8ff;--color-warning:#ffb236;--color-warning-rgb:255,178,54;--color-warning-hover:#ffb236;--color-warning-active:#ffb236;--color-danger:#ff5062;--color-danger-rgb:255,80,98;--color-danger-hover:#ff5062;--color-danger-active:#ff5062;--color-green:#30b570;--color-blue:#0073ff;--color-purple:#8557d3;--color-red:#ff5062;--color-muted:rgba(69,89,122,.6);--wpdm-font:"Sen",-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,Helvetica,Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol"}.wpdm-download-link.btn.btn-primary{border-radius:4px}.badge-container{display:flex;flex-direction:column;gap:20px}img.badge-icon.icedq-logo{width:135px}.badge{display:flex;align-items:center}.badge-icon{width:60px;margin:3px}.badge-info{display:flex;flex-direction:column}section#presscore-contact-info-widget-4{width:13% !important}section#presscore-custom-menu-one-2,section#block-10{width:14% !important}section#presscore-custom-menu-one-4,#presscore-custom-menu-one-5{width:16% !important}section#presscore-contact-info-widget-2,section#presscore-contact-info-widget-3{width:20% !important}a.__cf_email__{background-color:#ffefc5 !important;color:#000 !important;padding:3px 6px;border-radius:4px;text-decoration:none}.foo-res-list{margin-top:0}.footer .widget-title{display:inline-block}.footer .widget-title::after{content:"";display:block;width:48px;height:3px;background:#fde263;border-radius:2px;margin:10px auto 0}li.foo-links:first-child{padding:0 6px;margin:0}li.foo-links{margin:10px 0px 5px;padding:9px 6px 0}.res-foo-links{margin:0;padding:0;font-size:17px;color:#fff !important;cursor:pointer;line-height:20px}@media (max-width: 768px) and (min-width: 100px){section#presscore-contact-info-widget-4,section#presscore-custom-menu-one-2,section#block-10,section#presscore-custom-menu-one-4,#presscore-custom-menu-one-5,section#presscore-contact-info-widget-2,section#presscore-contact-info-widget-3{width:100% !important}}@media (max-width: 1100px) and (min-width: 769px){section#presscore-contact-info-widget-4,section#presscore-custom-menu-one-2,section#block-10,section#presscore-custom-menu-one-4,#presscore-custom-menu-one-5,section#presscore-contact-info-widget-2,section#presscore-contact-info-widget-3{width:25% !important}}