Automate Reports

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(profileData.firstName + " " + profileData.lastName) : "", showMenuBar: profileData != null ? (profileData.showBrowseHeader === null ? true : profileData.showBrowseHeader) : true, email: profileData != null ? profileData.email : "", avatarUrl: profileData != null ? profileData.avatarUrl : "" } } function getDeploymentType(){ switch("production"){ case "development": case "test": return SettingsMenu.DeploymentType.dev; case "qa": return SettingsMenu.DeploymentType.qa; case "production": return SettingsMenu.DeploymentType.prod; case "docker": return SettingsMenu.DeploymentType.docker; default: console.error("Unknown deployment environment, defaulting to production"); return SettingsMenu.DeploymentType.prod; } } function renderSettingsMenu(){ SettingsMenu.ReactDOM.render( SettingsMenu.React.createElement( SettingsMenu.ManningMenu, { sourceApp: SettingsMenu.SourceApp.marketplace, deploymentType: getDeploymentType(), avatarUrl: profileData != null ? profileData.avatarUrl : "", initialMenuState: getInitialMenuState(), isSubscriptionTeamOwner: $("body").is(".team-pro-subscriber.subscription-owner"), onMenuStateChange: function (oldState, newState) { if(oldState.showMenuBar != newState.showMenuBar){ $("body").toggleClass("browse-nav-in", newState.showMenuBar); syncShowMenuBar(newState.showMenuBar); } }, onProfile: function () { var profileLink = "/dashboard/details?template=profile" document.location.href = profileLink }, onViewDiscussions: function () { //alert("On discussions"); }, onLogOut: function () { var logoutLink = "https://login.manning.com/logout?service=https://www.manning.com/logout"; document.location.href = logoutLink } } ), $("#account-sidebar")[0] ) } var sourcePromise function getSource(){ if(sourcePromise != null) { return sourcePromise; } return sourcePromise = new Promise(function(resolve, reject){ $.getScript("/assets/settingsMenu/settings-menu-marketplace-a97275e061bfa2000492e182cf132f07.js") .done(resolve) .fail(reject) }) } var profileDataPromise; function getProfileData(){ if(profileDataPromise != null) { return profileDataPromise; } return profileDataPromise = new Promise(function(resolve, reject){ $.get("/userProfile/loadProfile") .done(function(profileData){ localStorage.setItem("showBrowseHeader", profileData.showBrowseHeader == null || profileData.showBrowseHeader); resolve(profileData) }).fail(function(e){ resolve({}) }); }); } function syncShowMenuBar(value){ localStorage.setItem("showBrowseHeader", value); $.post( "/userProfile/storeShowBrowserHeader", { value: value} ).fail(function(e){ console.log("Error when syncing show menu bar") }); } function updateBrowseHeaderForSubscribers(){ $("#browse-nav").html([ '<li><a href="https://subscription.manning.com?show-library">all</a></li>', '<li><a href="https://subscription.manning.com?show-books-library">books</a></li>', '<li><a href="https://subscription.manning.com?show-lv-library">video</a></li>', '<li><a href="https://subscription.manning.com?show-lp-library">projects</a></li>', '<li><a href="https://subscription.manning.com?show-audio" class="nav-liveaudio-button">audio books</a></li>' ].join("")); } (function(){ var showBrowseHeader = localStorage.getItem("showBrowseHeader"); if(showBrowseHeader == null || showBrowseHeader == "true"){ $("body").addClass("browse-nav-in"); } })(); </script> <div class="container content-body base-search-container" style="padding-top: 0; 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} }); if((document.location.search || "").indexOf("annual") >= 0){ setAnnualTab(); } </script> <div class="container-fluid"> <div class="row"> <div class="container"> <div class="row"> <div class="md-grid-container move-cart "> <div class="lx-cell hidden-xs hidden-sm"> <a class="product-cover-wrapper" href="https://liveproject.manning.com/course/822?findPromo=true&origin=product-look-inside" target="_blank"> <div class="product-cover-inner"> <img class="product-cover lazyload" loading="lazy" src="https://images.manning.com/264/352/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg" srcset=" https://images.manning.com/360/480/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg 360w, https://images.manning.com/264/352/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg 264w" sizes=" (min-width: 1170px) 263px, (min-width: 750px) 213px, 213px"/> <div class="click-label"> <div>click to<br />look inside</div> <span class="fas fa-eye"></span> </div> </div> <div class="btn btn-look-inside btn-default look-inside-btn product-look-inside"> <span class="fas fa-eye"></span> Look inside </div> </a> <div id="liveprojectTourLauncher" data-toggle="modal" data-target="#liveprojectTour"> <img src="/assets/tourALiveproject_thumbnail-df05161fcc1fe09cc16d9b66f16c17e2.svg" class="img-responsive"/> </div> <script type="text/javascript"> $(document).ready(function() { const lpTourVid = document.getElementById("liveprojectTourVideo"); $('#liveprojectTour').on('show.bs.modal', function() { lpTourVid.play(); }); $('#liveprojectTour').on('hide.bs.modal', function() { lpTourVid.pause(); }); }); </script>  <div class="modal fade fancy-modal" id="liveprojectTour" tabindex="-1" role="dialog"> <div class="modal-dialog" role="document"> <div class="modal-content"> <div class="modal-body"> <div class="container"> <video id="liveprojectTourVideo" class="tour-liveproject" controls playsinline preload="none" poster="/assets/liveProjectTour_thumbnail-542bc03898730e62e6f1a8bf80bdcdb3.png"> <source src="https://manning-content.s3.amazonaws.com/liveProject/static/tour-a-liveProject.mp4" type="video/mp4"> </video> </div> </div> </div> </div> </div> <div class="share-block"> <a href="https://twitter.com/intent/tweet?text=https%3A%2F%2Fwww.manning.com%2Fliveproject%2Fautomate-reports" target="_blank" class="twitter-share fab fa-twitter-square"></a> <a href="https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.manning.com%2Fliveproject%2Fautomate-reports" target="_blank" class="facebook-share fab fa-facebook-square"></a> <a href="https://reddit.com/submit?url=https%3A%2F%2Fwww.manning.com%2Fliveproject%2Fautomate-reports&title=Automate+Reports" target="_blank" class="reddit-share fab fa-reddit-square"></a> <a href="https://www.linkedin.com/shareArticle?mini=true&url=https%3A%2F%2Fwww.manning.com%2Fliveproject%2Fautomate-reports&title=Automate+Reports" target="_blank" class="linkedin-share fab fa-linkedin"></a> </div> </div> <div class="title-and-meta-cell"> <h1 class="product-title"> Automate Reports <span class="wishlist-container"> <a href="/wishList/addItem/2282?productTitle=Automate+Reports&slug=automate-reports" class="wishlist-toggle wishlist-login far fa-heart" data-product-id="2282" data-toggle="tooltip" title="Add this to your wish list"></a> <span class="wishlist-toggle wishlist-remove fa fa-heart" data-product-id="2282" data-toggle="tooltip" title="Remove this from your wish list"></span> <span class="wishlist-toggle wishlist-add far fa-heart" data-product-id="2282" data-toggle="tooltip" title="Add this to your wish list"></span> </span> <a href="/dashboard" class="ownership-indicator"> you own this product </a> <script> $(document).ready(function() { $.ajax({ url: "/ajax/getWishListDetails" }).done(function (data) { if (!jQuery.isEmptyObject(data) && data['wishlistProductIds']) { $(".wishlist-container").each(function() { if (data.wishlistProductIds.indexOf($(this).find('.wishlist-toggle').data('product-id')) > -1) { $(this).addClass("on-wishlist"); } }); } }); $.ajax({ url: "/ajax/getProductOwnershipDetails?productId=2282" }).done(function (data) { if (!jQuery.isEmptyObject(data)) { if (data['ownership']) { $(".wishlist-container").hide(); $(".ownership-indicator").addClass('owned'); $(document.body).addClass("user-owns-product"); } } }); }); </script> <span class="reading-list-icon-container"> <span class="reading-list-toggle fa" data-product-id="2282" data-toggle="tooltip" title="add to reading list"></span> </span> <script> document.addEventListener("subscription-status-loaded", function(e){ var status = e && e.detail && e.detail['status']; if(status != "ACTIVE" && status != "PAUSED"){ return; } if(window.readingListsServerVars != null){ $(document).ready(function() { var $readingListToggle = $(".reading-list-toggle"); $(document.body).append('<div class="modal fade" id="reading-lists-modal" tabindex="-1" role="dialog"><div class="modal-dialog" role="document"><div class="modal-content"><div class="modal-body"></div></div></div></div>'); $(document.body).append('<div id="reading-list-toast"><i class="fa fa-circle-notch fa-spin"></i> loading reading lists ...</div>'); function adjustReadingListIcon(isInReadingList){ $readingListToggle.toggleClass("fa-plus", !isInReadingList); $readingListToggle.toggleClass("fa-check", isInReadingList); var tooltipMessage = isInReadingList ? "edit in reading lists" : "add to reading list"; $readingListToggle.attr("title", tooltipMessage); $readingListToggle.attr("data-original-title", tooltipMessage); } $.ajax({ url: "/readingList/isInReadingList", data: { productId: 2282 } }).done(function (data) { adjustReadingListIcon(data && data.hasProductInReadingList); }).catch(function(e){ console.log(e); adjustReadingListIcon(false); }); $readingListToggle.on("click", function(){ if(codePromise == null){ showToast() } loadCode().then(function(store){ store.requestReadingListSpecificationForProduct({ id: window.readingListsServerVars.externalId, manningId: window.readingListsServerVars.productId, title: window.readingListsServerVars.title }); ReadingLists.ReactDOM.render( ReadingLists.React.createElement(ReadingLists.ManningOnlineReadingListModal, { store: store, }), document.getElementById("reading-lists-modal") ); }).catch(function(e){ console.log("Error loading code reading list code"); }); }); var codePromise var readingListStore function loadCode(){ if(codePromise) { return codePromise } return codePromise = new Promise(function (resolve, reject){ $.getScript(window.readingListsServerVars.libraryLocation).done(function(){ hideToast() readingListStore = new ReadingLists.ReadingListStore( new ReadingLists.ReadingListProvider( new ReadingLists.ReadingListWebProvider( ReadingLists.SourceApp.marketplace, getDeploymentType() ) ) ); readingListStore.onReadingListChange(handleChange); readingListStore.onReadingListModalChange(handleChange); resolve(readingListStore); }).catch(function(){ hideToast(); console.log("Error downloading reading lists source"); $readingListToggle.css("display", "none"); reject(); }); }); } function handleChange(){ if(readingListStore != null) { adjustReadingListIcon(readingListStore.isInAtLeastOneReadingList({ id: window.readingListsServerVars.externalId, manningId: window.readingListsServerVars.productId })); } } var $readingListToast = $("#reading-list-toast"); function showToast(){ $readingListToast.css("display", "flex"); setTimeout(function(){ $readingListToast.addClass("shown"); }, 16); } function hideToast(){ $readingListToast.removeClass("shown"); setTimeout(function(){ $readingListToast.css("display", "none"); }, 150); } function getDeploymentType(){ switch(window.readingListsServerVars.deploymentType){ case "development": case "test": return ReadingLists.DeploymentType.dev; case "qa": return ReadingLists.DeploymentType.qa; case "production": return ReadingLists.DeploymentType.prod; case "docker": return ReadingLists.DeploymentType.docker; default: console.error("Unknown deployment environment, defaulting to production"); return ReadingLists.DeploymentType.prod; } } }); } }); </script> <img src="/assets/updated-246a1e15fb44f2071ff9bce079e5d3b7.svg" class="updated-badge lazyload" loading="lazy"/> </h1> <dl class="product-skills dl-horizontal"> <dt class="prerequisites-brief" data-toggle="tooltip" data-placement="top" title="All prerequisite knowledge is covered in the liveProject's resources.">prerequisites</dt> <dd>experience with grouping records in SQL • basics of generating files</dd> <dt>skills learned</dt> <dd>end-to-end pipeline • Kafka data into the database • web scraping • creating reports</dd> </dl> <div class="reviews-and-views"> <a class="star_container MNLP2021383" href="#reviews"></a> </div> <div class="row"> <div class="col-sm-8"> <div class="product-authors"> Robert Koch and Shane Smith-Sahnow </div> <div class="product-meta">1 week &middot 4-6 hours per week &middot <span class="difficulty" data-toggle="tooltip" data-placement="top" title="liveProject difficulty">BEGINNER</span></div> <div class="product-meta-subscription"><a href="/subscription?source=product-meta-link">Included with a Manning Online subscription</a></div> <div class="tag-block"> <ul class="list-unstyled"> <li><a href="/catalog/sort/sort-by-subject#section-50" class="tag-link"><span>Python</span></a></li> <li><a href="/catalog/sort/sort-by-subject#section-90" class="tag-link"><span>Operations & Cloud</span></a></li> <li><a href="/catalog/sort/sort-by-subject#section-84" class="tag-link"><span>Development</span></a></li> </ul> </div> </div> <div class="col-sm-4"> <a id="subscriptionOpenProductNow" href="https://liveproject.manning.com/course/822?findPromo=true" class="btn btn-primary btn-block show-for-subscriber show-for-subscriber-block"><strong>try</strong> now</a> </div> </div> </div> <div class="content-cell"> <ul id="product-type-tabs" role="tablist"> <li> <button data-product-type="project" data-product-offering-id="3463" data-addon-offering-id="" class="_product-type-button selected "> <div class="_product-offering-tab-title">project</div> <div class="_product-offering-tab-subtitle"> for $19.99 </div> </button> </li> <li> <button data-product-type="with subscription" data-product-offering-id="4133" data-addon-offering-id="" class="_product-type-button _subscription-tab-button hide-for-subscriber "> <div class="_product-offering-tab-title">with subscription</div> <div class="_product-offering-tab-subtitle"> free </div> </button> </li> </ul> <div class="subscription-info-panel collapse" id="subscription-info-panel"> <div> <h3>pro $24.99 per month</h3> <ul> <li>access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!</li> <li>choose one free eBook per month to keep</li> <li>exclusive 50% discount on all purchases</li> </ul> <hr/> <h3>lite $19.99 per month</h3> <ul> <li>access to all Manning books, including MEAPs!</li> </ul> <hr/> <h3>team</h3> <p class="_last-p">5, 10 or 20 seats+ for your team - <a href="/subscription#add-to-cart-section--corporate-plans" target="_blank">learn more</a> </p> <hr/> </div> </div> <div class="hidden-md hidden-lg"> <div class="add-to-cart-box" data-product-offering-id="3463" data-addon-offering-id="" data-product-type="SOLO"> <div class="_heading"> <div class="_heading-item " data-product-offering-id="3463" data-product-type="project"> <div class="_title">project</div> <div class="_price" data-price-usd="19.99" data-list-price-usd="29.99"> <span id="list-price-3463" class="list-price price" data-list-price-usd="29.99"> $29.99 </span> <span class="_final-price" id="price-3463"> $19.99 </span> </div> <div class="_savings" data-savings-amount="10.00" data-savings-percentage="33"> you save $<span class="_savings-amount">10.00</span> (<span class="_savings-percent">33</span>%) </div> </div> <div class="_heading-item hidden " data-product-offering-id="4133" data-product-type="with subscription"> <div class="_title">with subscription</div> <div class="_price" data-price-usd="24.99" data-list-price-usd="24.99"> <span class="_final-price" id="price-4133"> $24.99 </span> </div> <div class="_savings" data-savings-amount="0.00" data-savings-percentage="0"> </div> <label class="activate-discount-container"> <input class="additional-discount-checkbox" data-product-type="ALL_ACCESS" type="checkbox" data-clickable-coupon-percent="20"/> <div class="additional-discount-message-container"> <div class="_emphasized">click to save <span class="_save-amount-label">$499.80</span> (<span class="_save-percent-label">20%</span>)</div> <div class="_deemphasized">check the box to apply</div> </div> </label> </div> </div> <div class="_content"> <button class="_add-to-cart-button">add to cart</button> <div class="hide-for-subscriber digital-buy-now" style="display: none;"> <button class="_buy-now-button" data-product-id="2282" data-po-id="3463">buy now</button> </div> <div class="_footer hidden"> <div class="_footer-combo hidden"> <div class="shipping-options-label"><a href="/shipping-and-returns#section-shipping-rates" target="_blank">shipping options</a></div> <div><a href="/shipping-and-returns#section-returns-policy" target="_blank">our return/exchange policy</a></div> </div> </div> <button class="_subscription-button hide-for-subscriber">free with subscription</button> </div> <div class="_subscription-content hidden _single-subscription-offering-container"> <button class="_buy-pro-subscription-button" data-product-offering-id="4133">buy pro subscription</button> </div> </div> </div> <script> function initializeForStackedDiscountExperiment(){ try { var $additionalDiscountCheckboxes = $(".add-to-cart-box .additional-discount-checkbox"); $additionalDiscountCheckboxes.on("change", function(){ $additionalDiscountCheckboxes.prop("checked", this.checked); this.checked ? applyAdditionalDiscountToPrices() : removeAdditionalDiscountFromPrices() }) var documentElement = document.documentElement; $additionalDiscountCheckboxes.each(function(index, additionalDiscountCheckbox) { var $additionalDiscountCheckbox = $(additionalDiscountCheckbox); var clickableCouponPercent = parseFloat($additionalDiscountCheckbox.attr("data-clickable-coupon-percent") || "0"); var $addToCartBox = $additionalDiscountCheckbox.closest(".add-to-cart-box"); $addToCartBox.find("._heading > ._heading-item").each(function (_, headingItem) { var $headingItem = $(headingItem); if($headingItem.attr("data-product-type") === "subscription") { return } var $price = $headingItem.find("._price"); var listPrice = parseFloat($price.attr("data-list-price-usd") || "0"); var extraDiscount = roundNumber(listPrice * clickableCouponPercent/100); $headingItem.find("._savings").html(" "); if(extraDiscount > 0){ $headingItem.find(".additional-discount-message-container ._save-amount-label").text("$" + formatAsCurrency(roundNumber(extraDiscount))); $headingItem.find(".additional-discount-message-container ._save-percent-label").text(clickableCouponPercent + "%") } }); }); } catch(e){ console.log(e) } function applyAdditionalDiscountToPrices(){ $additionalDiscountCheckboxes.each(function(index, additionalDiscountCheckbox) { var $additionalDiscountCheckbox = $(additionalDiscountCheckbox); var clickableCouponPercent = parseFloat($additionalDiscountCheckbox.attr("data-clickable-coupon-percent") || "0"); var $addToCartBox = $additionalDiscountCheckbox.closest(".add-to-cart-box"); $addToCartBox.find("._heading > ._heading-item").each(function (_, headingItem) { var $headingItem = $(headingItem); if($headingItem.attr("data-product-type") == "subscription") { return } var $price = $headingItem.find("._price"); var listPrice = parseFloat($price.attr("data-list-price-usd") || "0"); var currentPrice = parseFloat($price.attr("data-price-usd") || "0"); var productOfferingId = $headingItem.attr("data-product-offering-id"); var $savings = $headingItem.find("._savings"); var initialSavingsAmount = parseFloat($savings.attr("data-savings-amount") || "0"); var initialSavingsPercentage = parseFloat($savings.attr("data-savings-percentage") || "0"); if(clickableCouponPercent > 0 && initialSavingsAmount <= 0 && initialSavingsPercentage <= 0){ var $listPriceContainer = $price.find(".list-price"); if($listPriceContainer.length === 0){ $listPriceContainer = $("<span class='list-price price'></span>"); $listPriceContainer.attr("id", "list-price-" + productOfferingId); $listPriceContainer.attr("data-list-price-usd", listPrice); $listPriceContainer.text("$" + listPrice); $price.prepend($listPriceContainer) var extraDiscount = formatAsCurrency(roundNumber(listPrice * clickableCouponPercent/100)); $savings.text("you save $" + extraDiscount + " (" + clickableCouponPercent + "%)"); $price.find("._final-price").text("$" + formatAsCurrency((roundNumber(listPrice - extraDiscount)))); } } else if(clickableCouponPercent > 0){ var extraDiscount = roundNumber(listPrice * clickableCouponPercent/100); if(extraDiscount > 0){ $price.find("._final-price").text(formatAsCurrency(roundNumber(currentPrice - extraDiscount))) $savings.find("._savings-amount").text(formatAsCurrency(roundNumber(initialSavingsAmount + extraDiscount))); $savings.find("._savings-percent").text(initialSavingsPercentage + clickableCouponPercent); } } }); }) } function removeAdditionalDiscountFromPrices(){ $additionalDiscountCheckboxes.each(function(index, additionalDiscountCheckbox) { var $additionalDiscountCheckbox = $(additionalDiscountCheckbox); var clickableCouponPercent = parseFloat($additionalDiscountCheckbox.attr("data-clickable-coupon-percent") || "0"); var $addToCartBox = $additionalDiscountCheckbox.closest(".add-to-cart-box"); $addToCartBox.find("._heading > ._heading-item").each(function (_, headingItem) { var $headingItem = $(headingItem); if($headingItem.attr("data-product-type") == "subscription") { return } var $price = $headingItem.find("._price"); var listPrice = parseFloat($price.attr("data-list-price-usd") || "0"); var currentPrice = parseFloat($price.attr("data-price-usd") || "0"); var $savings = $headingItem.find("._savings"); var initialSavingsAmount = parseFloat($savings.attr("data-savings-amount") || "0"); var initialSavingsPercentage = parseFloat($savings.attr("data-savings-percentage") || "0"); $savings.find("._savings-amount").text(formatAsCurrency(initialSavingsAmount)); $savings.find("._savings-percent").text(initialSavingsPercentage); $price.find("._final-price").text("$" + formatAsCurrency(currentPrice)); if(clickableCouponPercent > 0 && initialSavingsAmount <= 0 && initialSavingsPercentage <= 0){ $price.find(".list-price").remove(); $savings.html(" "); } }); }); } function roundNumber(num){ return Math.round((num + Number.EPSILON) * 100) / 100 } function formatAsCurrency(num){ return (Math.round(num * 100) / 100).toFixed(2); } } $(document).ready(function(){ var $productTypeButtons = $("._product-type-button"); var $headingItems = $("._heading-item"); var $addToCartBoxStandardOfferingsContent = $(".add-to-cart-box ._content"); var $addToCartBoxSubscriptionOfferingsContent = $(".add-to-cart-box ._subscription-content"); var $footer = $(".add-to-cart-box ._footer, .add-to-cart-box ._footer-combo"); initializeForStackedDiscountExperiment(); $(".subscription-info-panel").collapse({toggle: false}) var $subscriptionButtons = $("._buy-pro-subscription-button, ._buy-lite-subscription-button"); $subscriptionButtons.on("click", function(e){ var $target = $(e.currentTarget); var productOfferingId = $target.attr("data-product-offering-id"); if(!productOfferingId){ return; } $subscriptionButtons.prop("disabled", true); var originalHtml = $target.html(); $target.html("adding to cart <i class='fa fa-circle-notch fa-spin'/>"); $.ajax({ url: "/analytics/logUserAction", data: { productId: "2282", type: "subscription", additionalData: "product-page-subscription-add-to-cart" } }); $.post( "/cart/addSubscriptionOfferingToCart", { productOfferingId: productOfferingId} ).done(function(data) { $subscriptionButtons.removeProp("disabled"); $target.html(originalHtml); document.location.href = "/cart"; }).fail(function(){ $subscriptionButtons.removeProp("disabled"); $target.html(originalHtml); alert("Error when adding subscription. Please try later"); }); }); $productTypeButtons.on("click", function(e) { var $target = $(e.currentTarget); $productTypeButtons.removeClass("selected"); $target.addClass("selected"); if ($target.is("._combo-tab-button")) { $footer.removeClass("hidden"); } else { $footer.addClass("hidden"); } if ($target.is("._subscription-tab-button")) { $(".subscription-info-panel").collapse("show"); $addToCartBoxStandardOfferingsContent.addClass("hidden"); $addToCartBoxSubscriptionOfferingsContent.removeClass("hidden"); if (document.documentElement.classList.contains("exp-stacked-discount-A")) { $(".add-to-cart-box ._footer").addClass("hidden"); } } else { $(".subscription-info-panel").collapse("hide"); $addToCartBoxStandardOfferingsContent.removeClass("hidden"); $addToCartBoxSubscriptionOfferingsContent.addClass("hidden"); if (document.documentElement.classList.contains("exp-stacked-discount-A")) { if ($target.is("._combo-tab-button")) { $(".add-to-cart-box ._footer").addClass("hidden"); } else { $(".add-to-cart-box ._footer").removeClass("hidden"); } } } var productOfferingId = $target.attr("data-product-offering-id"); var productType = $target.attr("data-product-type"); $headingItems.addClass("hidden"); $headingItems.filter("[data-product-offering-id=" + productOfferingId + "]").removeClass("hidden"); $(".add-to-cart-box").attr("data-product-offering-id", productOfferingId); $(".add-to-cart-box").attr("data-product-type", productType); $(".add-to-cart-box").attr("data-addon-offering-id", $target.attr("data-addon-offering-id")); $("._buy-now-button").attr("data-po-id", productOfferingId); if (productType == "print") { $(".add-to-cart-box ._subscription-button").text("save 50% with subscription"); } else { $(".add-to-cart-box ._subscription-button").text("free with subscription"); } }); $(".audio-offering-checkbox").on("change", function (e) { $(".audio-offering-checkbox").prop("checked", $(e.target).prop('checked')); }); $(".add-to-cart-box ._add-to-cart-button").on("click", function (e) { var $target = $(e.currentTarget); var $addToCartBox = $(".add-to-cart-box"); var productOfferingId = $addToCartBox.attr("data-product-offering-id"); if(!productOfferingId){ return } $target.prop("disabled", true); $target.html("adding to cart <i class='fa fa-circle-notch fa-spin'/>"); $(".audio-offering-checkbox").prop("disabled", true); addCurrentProductOfferingToCart( function() { $target.prop("disabled", false); $(".audio-offering-checkbox").prop("disabled", false); $target.text("add to cart") //When the product page is included as an iframe from the cart //send a message to the parent iframe document to update the cart try { if (document.documentElement.classList.contains("cart-iframe")) { window.parent.postMessage("iframe-cart-item-added", "*"); return; } } catch (e) { } document.location.href = "https://www.manning.com/cart" }, function () { $target.prop("disabled", false); $(".audio-offering-checkbox").prop("disabled", false); $target.text("add to cart") } ); }); function addCurrentProductOfferingToCart(successCallback, failureCallback) { var productOfferingId = $(".add-to-cart-box").attr("data-product-offering-id"); var addonOfferingId = $(".add-to-cart-box").attr("data-addon-offering-id"); if(!productOfferingId){ return } var data = { productOfferingId: productOfferingId, quantity: 1 } var $stackedDiscountCheckbox = $(".add-to-cart-box .additional-discount-checkbox"); if($stackedDiscountCheckbox.prop("checked")){ data.stackedDiscount = true; } var $audioOfferingCheckbox = $(".audio-offering-checkbox"); if(addonOfferingId){ data["addOn" + productOfferingId] = addonOfferingId } else if($audioOfferingCheckbox.prop("checked") && $audioOfferingCheckbox.attr("data-product-offering-id")){ data["addOn" + productOfferingId] = $audioOfferingCheckbox.attr("data-product-offering-id"); } $.post({ url: "/cart/addToCart", data: data }).done(successCallback) .fail(failureCallback); } $(".add-to-cart-box ._buy-now-button").on("click", function(e){ var buyNowBtn = $(this); $.getScript("https://js.stripe.com/v3/", function() { var buyNowModalElement = $("#buyNowModal"); buyNowModalElement.load("/ajax/getBuyNowModal?productId=" + buyNowBtn.data("product-id") + "&poId=" + buyNowBtn.data("po-id"), function () { buyNowModalElement.modal("show"); }); }); }); $(".add-to-cart-box ._subscription-button").on("click", function(e){ var $target = $(e.currentTarget); var productOfferingId = $(".add-to-cart-box").attr("data-product-offering-id"); if(!productOfferingId){ return } $('#subscribeNowInterstitial-' + productOfferingId).addClass('interstitial-in'); $('body').addClass('interstitial-active'); $(document.documentElement ).addClass('interstitial-active'); $("#dismiss-deals-button").click(); $(".audio-offering-checkbox").prop("checked", false); $.ajax({ url: "/analytics/logUserAction", data: { productId: "2282", type: "subscription", additionalData: "product-pageinterstitial-in" } }); }); $("body").on("click", ".interstitial-close", function() { $('body').removeClass('interstitial-active'); $(document.documentElement ).removeClass('interstitial-active'); $('.interstitial-in').removeClass('interstitial-in'); }); $(document.body).addClass("no-two-click-buy"); $.ajax({ url: "/ajax/getBuyNowDetails?productId=2282" }).done(function (data) { $(document.body).removeClass("no-two-click-buy"); if (!jQuery.isEmptyObject(data)) { if ((data['digitalBuyNow'] || data['physicalBuyNow'])) { $(document.body).addClass("has-two-click-buy"); $(".digital-buy-now").show(); } else { $(document.body).addClass("no-two-click-buy"); } userIsLoggedIn = data['userLoggedIn']; } else { $(document.body).addClass("no-two-click-buy"); } }).fail(function(){ $(document.body).addClass("no-two-click-buy"); }); }); </script> <div class="product-page-section"> <a class="product-cover-wrapper product-cover visible-xs visible-sm pull-right" href="https://liveproject.manning.com/course/822?findPromo=true&origin=product-look-inside" target="_blank"> <div class="inset-wrapper"> <img class="actual-cover lazyload" loading="lazy" src="https://images.manning.com/264/352/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg" srcset=" https://images.manning.com/360/480/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg 360w, https://images.manning.com/264/352/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg 264w"/> </div> <div class="btn btn-look-inside btn-default look-inside-btn product-look-inside"> <span class="fas fa-eye"></span> Look inside </div> </a> <div class="product-page-section"> <p>As a member of the development team at Piper Data Concepts, you’ll carry out the final steps of a workflow-improvement project: enabling your client’s staff to gather workflow process information in real-time. Several prototypes have been built, and the client’s workflow is more resilient than ever. You’ll write Python code that consumes messages from Kafka and prepares them for storing in the database, create Postgres queries to access the aggregated data, and build reports in CSV files to be read by visualization tools—and ultimately, your client’s staff. When you’re done, your client’s modern system will provide a feedback loop, enable external API access to status updates, and be ready for more specialized services to be plugged in later, with no code changes.</p> </div> <div class="product-page-section help-section"> This project is designed for learning purposes and is not a complete, production-ready application or solution. </div> </div> </div> <div class="rx-cell new-rx-cell" style="min-height: unset"> <div class="hidden-xs hidden-sm _add-to-cart-box-wrapper"> <div class="add-to-cart-box" data-product-offering-id="3463" data-addon-offering-id="" data-product-type="SOLO"> <div class="_heading"> <div class="_heading-item " data-product-offering-id="3463" data-product-type="project"> <div class="_title">project</div> <div class="_price" data-price-usd="19.99" data-list-price-usd="29.99"> <span id="list-price-3463" class="list-price price" data-list-price-usd="29.99"> $29.99 </span> <span class="_final-price" id="price-3463"> $19.99 </span> </div> <div class="_savings" data-savings-amount="10.00" data-savings-percentage="33"> you save $<span class="_savings-amount">10.00</span> (<span class="_savings-percent">33</span>%) </div> </div> <div class="_heading-item hidden " data-product-offering-id="4133" data-product-type="with subscription"> <div class="_title">with subscription</div> <div class="_price" data-price-usd="24.99" data-list-price-usd="24.99"> <span class="_final-price" id="price-4133"> $24.99 </span> </div> <div class="_savings" data-savings-amount="0.00" data-savings-percentage="0"> </div> <label class="activate-discount-container"> <input class="additional-discount-checkbox" data-product-type="ALL_ACCESS" type="checkbox" data-clickable-coupon-percent="20"/> <div class="additional-discount-message-container"> <div class="_emphasized">click to save <span class="_save-amount-label">$499.80</span> (<span class="_save-percent-label">20%</span>)</div> <div class="_deemphasized">check the box to apply</div> </div> </label> </div> </div> <div class="_content"> <button class="_add-to-cart-button">add to cart</button> <div class="hide-for-subscriber digital-buy-now" style="display: none;"> <button class="_buy-now-button" data-product-id="2282" data-po-id="3463">buy now</button> </div> <div class="_footer hidden"> <div class="_footer-combo hidden"> <div class="shipping-options-label"><a href="/shipping-and-returns#section-shipping-rates" target="_blank">shipping options</a></div> <div><a href="/shipping-and-returns#section-returns-policy" target="_blank">our return/exchange policy</a></div> </div> </div> <button class="_subscription-button hide-for-subscriber">free with subscription</button> </div> <div class="_subscription-content hidden _single-subscription-offering-container"> <button class="_buy-pro-subscription-button" data-product-offering-id="4133">buy pro subscription</button> </div> </div> </div> <script type="text/javascript" src="/assets/recommender/localStorageHelperRecommender-f55e39cc3f3131763b089d6064be0d35.js" ></script> <aside id="suggested-products-wrapper"> <div id="customers-also-bought-static" class="product-side-panel hidden-placeholder"> <div class="panel-heading">customers also bought</div> <div class="product-side-panel-link-container"> <div class="clink"> <a href="/liveproject/automate-reports" data-id="2282" data-position="0" data-name="Automate Reports" data-category="[com.manning.marketplace.product.Tag@8f631cfc, com.manning.marketplace.product.Tag@f8235187, com.manning.marketplace.product.Tag@5603451b]" data-brand="liveProject" data-edition=""> <img class="lazyload" loading="lazy" data-src="https://images.manning.com/264/352/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg" srcset=" https://images.manning.com/264/352/resize/liveProject/a/815680b-20e8-4ace-ab4a-3e1a427ef02b/UPDATED-DataPipeline-AutomateReports.jpg 264w, 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He helps drive cloud-native architecture, blogs about migrating to the cloud and use of Lambdas, and has a passion for data- and event-driven systems. Having earned five AWS certifications (Cloud Practitioner, Big Data Specialty, DevOps Engineer Associate, SysOps Administrator Associate, and Solution Architect Associate), Robert is actively involved in the development community in Denver, often speaking at Denver Dev Day and the AWS Denver Meetup. Robert’s goal is to help the community understand the advantages of migrating to the cloud, being cloud-native, and having “serverless” applications and databases. </div> <img class="product-author-bio-img img-circle lazyload" loading="lazy" src="https://s3-us-west-2.amazonaws.com/lx-common-resources/avatars/869170/image_1648483496397.jpg"/> </div> <div class="product-author-bio product-author-bio-box-has-image"> <img class="product-author-bio-img img-circle lazyload" loading="lazy" src="https://s3-us-west-2.amazonaws.com/lx-common-resources/avatars/921674/image_1654629408490.jpg"/> <div class="product-author-bio-box"> <div class="product-author-name">Shane Smith-Sahnow</div> Shane Smith-Sahnow is a software engineer at Netlify. He has spent time at Github and New Relic working on large scale Kafka applications, developing analytical data pipelines, and shipping large scale features. </div> </div> </div> </div> </div> </div> </div> </div> <div class="container-fluid" style="margin-top:36px;"> <div class="row"> <div class="container"> <div class="row"> <div class="col-xs-12"> <div class="centered-lp-container"> <div class="product-page-section"> <h2>prerequisites</h2> <a name="prerequisites" class="anchor"></a> <p>This liveProject is for developers who understand the usefulness of event-driven architecture and want to learn to implement it. To begin these liveProjects you’ll need to be familiar with the following:</p> TOOLS <ul><li>Intermediate Python</li> <li>Apache Kafka</li> <li>Faust library</li> <li>Poetry</li> <li>PostgreSQL</li> <li>Visual Studio Code</li></ul> TECHNIQUES <ul><li>Python library management</li> <li>Use frameworks to make project-packaging easier</li> <li>Query databases</li> <li>Create data on the fly</li></ul> </div> </div> </div> </div> </div> </div> </div> <div class="back-stripe tier-description-section"> <div class="container"> <div class="row"> <div class="col-xs-12"> <div class="product-page-section"> <div class="centered-lp-container"> <a name="about-solo" class="anchor"></a> <h2><img src="/assets/liveproject-solo-b00e063f686e58ad25b4ea8afc940193.svg" class="about-icon lazyload" loading="lazy"/> features</h2> <dl> <dt>Self-paced</dt> <dd>You choose the schedule and decide how much time to invest as you build your project.</dd> <dt>Project roadmap</dt> <dd>Each project is divided into several achievable steps.</dd> <dt>Get Help</dt> <dd>While within the liveProject platform, get help from other participants and our expert mentors.</dd> <dt>Compare with others</dt> <dd>For each step, compare your deliverable to the solutions by the author and other participants.</dd> <dt>book resources</dt> <dd>Get full access to select books for 90 days. 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