GET http://xiphias.xiphias-digital.com/Blog/enhancing-data-imports-and-storefront-publishing-in-spryker-cloud-commerce-os

Response
200 OK
IP
192.168.117.107
Profiled on
Token
ab28c0

BlogPostController :: defaultAction

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller 
"App\Controller\Xiphias\BlogPostController::defaultAction"
_editmode 
false
_event_controller 
App\Controller\Xiphias\BlogPostController {#1824
  #container: Symfony\Component\DependencyInjection\Argument\ServiceLocator {#1822 …}
}
_locale 
null
_pimcore_context 
"default"
_pimcore_frontend_request 
true
_route 
"document_100"
_route_params 
[
  "_locale" => null
]
_stopwatch_token 
"6e1b25"
contentDocument 
Pimcore\Model\Document\Page {#1908
  #dao: Pimcore\Model\Document\Page\Dao {#2067 …}
  #dependencies: null
  #__dataVersionTimestamp: 1770199975
  #path: "/Blog/"
  #properties: [
    "image" => Pimcore\Model\Property {#1878
      #dao: null
      #name: "image"
      #data: "/assets/blade-fx/images/news-blog-1.png"
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: true
      #inherited: false
      name: "image"
      data: "/assets/blade-fx/images/news-blog-1.png"
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: true
      inherited: false
    }
    "navigation_accesskey" => Pimcore\Model\Property {#1873
      #dao: null
      #name: "navigation_accesskey"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_accesskey"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_anchor" => Pimcore\Model\Property {#1872
      #dao: null
      #name: "navigation_anchor"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_anchor"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_class" => Pimcore\Model\Property {#1871
      #dao: null
      #name: "navigation_class"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_class"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_exclude" => Pimcore\Model\Property {#1870
      #dao: null
      #name: "navigation_exclude"
      #data: false
      #type: "bool"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_exclude"
      data: false
      type: "bool"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_name" => Pimcore\Model\Property {#1869
      #dao: null
      #name: "navigation_name"
      #data: "TestBlog"
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_name"
      data: "TestBlog"
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_parameters" => Pimcore\Model\Property {#1868
      #dao: null
      #name: "navigation_parameters"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_parameters"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_relation" => Pimcore\Model\Property {#1867
      #dao: null
      #name: "navigation_relation"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_relation"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_tabindex" => Pimcore\Model\Property {#1866
      #dao: null
      #name: "navigation_tabindex"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_tabindex"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_target" => Pimcore\Model\Property {#1865
      #dao: null
      #name: "navigation_target"
      #data: null
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_target"
      data: null
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "navigation_title" => Pimcore\Model\Property {#1864
      #dao: null
      #name: "navigation_title"
      #data: ""
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: false
      #inherited: false
      name: "navigation_title"
      data: ""
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: false
      inherited: false
    }
    "tag" => Pimcore\Model\Property {#1863
      #dao: null
      #name: "tag"
      #data: "Test"
      #type: "text"
      #ctype: "document"
      #cpath: null
      #cid: 100
      #inheritable: true
      #inherited: false
      name: "tag"
      data: "Test"
      type: "text"
      ctype: "document"
      cpath: null
      cid: 100
      inheritable: true
      inherited: false
    }
  ]
  #id: 100
  #creationDate: 1760595583
  #modificationDate: 1770199975
  #versionCount: 12
  #userOwner: 2
  #locked: null
  #userModification: 5
  #parentId: 97
  #parent: null
  #_fulldump: false
  #dirtyFields: []
  -activeDispatchingEvents: []
  #fullPathCache: "/Blog/Enhancing Data Imports and Storefront Publishing in Spryker Cloud Commerce OS"
  #type: "page"
  #key: "Enhancing Data Imports and Storefront Publishing in Spryker Cloud Commerce OS"
  #index: 3
  #published: true
  #children: []
  #siblings: []
  #controller: "App\Controller\Xiphias\BlogPostController::defaultAction"
  #template: null
  #editables: [
    "blog_blocks" => Pimcore\Model\Document\Editable\Block {#2079
      #dao: null
      #config: [
        "limit" => 1000000
      ]
      #label: null
      #dialogDescription: null
      #name: "blog_blocks"
      #realName: "blog_blocks"
      -parentBlockNames: []
      #documentId: 100
      #document: Pimcore\Model\Document\Page {#1908}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #indices: [
        "1"
        "2"
        "3"
        "4"
        "5"
        "6"
      ]
      #current: 0
      config: [
        "limit" => 1000000
      ]
      label: null
      dialogDescription: null
      name: "blog_blocks"
      realName: "blog_blocks"
      documentId: 100
      document: Pimcore\Model\Document\Page {#1908}
      editmode: false
      inherited: false
      inDialogBox: null
      indices: [
        "1"
        "2"
        "3"
        "4"
        "5"
        "6"
      ]
      current: 0
    }
    "blog_blocks:1.mainImage" => Pimcore\Model\Document\Editable\Image {#2077
      #dao: null
      #config: [
        "imgAttributes" => [
          "width" => 900
          "alt" => "Custom blog image"
          "class" => "blog-image"
        ]
      ]
      #label: null
      #dialogDescription: null
      #name: "blog_blocks:1.mainImage"
      #realName: "mainImage"
      -parentBlockNames: []
      #documentId: 100
      #document: Pimcore\Model\Document\Page {#1908}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #id: null
      #alt: ""
      #image: null
      #cropPercent: false
      #cropWidth: 0.0
      #cropHeight: 0.0
      #cropTop: 0.0
      #cropLeft: 0.0
      #hotspots: []
      #marker: []
      #thumbnail: null
      config: [
        "imgAttributes" => [
          "width" => 900
          "alt" => "Custom blog image"
          "class" => "blog-image"
        ]
      ]
      label: null
      dialogDescription: null
      name: "blog_blocks:1.mainImage"
      realName: "mainImage"
      documentId: 100
      document: Pimcore\Model\Document\Page {#1908}
      editmode: false
      inherited: false
      inDialogBox: null
      id: null
      alt: ""
      image: null
      cropPercent: false
      cropWidth: 0.0
      cropHeight: 0.0
      cropTop: 0.0
      cropLeft: 0.0
      hotspots: []
      marker: []
      thumbnail: null
    }
    "blog_blocks:1.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2072
      #dao: null
      #config: [
        "width" => 800
      ]
      #label: null
      #dialogDescription: null
      #name: "blog_blocks:1.paragraph1"
      #realName: "paragraph1"
      -parentBlockNames: []
      #documentId: 100
      #document: Pimcore\Model\Document\Page {#1908}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #text: """
        <p><strong>Client Overview\u{200B}</strong></p>\n
        <p>\u{A0}</p>\n
        <p>Client is the leading cross-channel retailer in the &#34;Green Industry,&#34; with over 130 brick-and-mortar stores and an extensive online presence.\u{200B}</p>\n
        <p>\u{A0}</p>\n
        <p>Spryker Cloud Commerce OS was selected as e-commerce platform to support online business which is currently operating four online stores with approximately 45.000 SKUs per store. \u{200B}</p>\n
        <p>\u{A0}</p>\n
        <p>\u{200B}Given the scale of Client’s operations and ambitions for further growth, we needed to develop a solution that addresses their specific integration requirements, ensuring seamless scalability and uninterrupted business operations.</p>
        """
      config: [
        "width" => 800
      ]
      label: null
      dialogDescription: null
      name: "blog_blocks:1.paragraph1"
      realName: "paragraph1"
      documentId: 100
      document: Pimcore\Model\Document\Page {#1908}
      editmode: false
      inherited: false
      inDialogBox: null
      text: """
        <p><strong>Client Overview\u{200B}</strong></p>\n
        <p>\u{A0}</p>\n
        <p>Client is the leading cross-channel retailer in the &#34;Green Industry,&#34; with over 130 brick-and-mortar stores and an extensive online presence.\u{200B}</p>\n
        <p>\u{A0}</p>\n
        <p>Spryker Cloud Commerce OS was selected as e-commerce platform to support online business which is currently operating four online stores with approximately 45.000 SKUs per store. \u{200B}</p>\n
        <p>\u{A0}</p>\n
        <p>\u{200B}Given the scale of Client’s operations and ambitions for further growth, we needed to develop a solution that addresses their specific integration requirements, ensuring seamless scalability and uninterrupted business operations.</p>
        """
    }
    "blog_blocks:1.title" => Pimcore\Model\Document\Editable\Input {#2070
      #dao: null
      #config: [
        "placeholder" => "Enter heading here"
        "width" => 600
      ]
      #label: null
      #dialogDescription: null
      #name: "blog_blocks:1.title"
      #realName: "title"
      -parentBlockNames: []
      #documentId: 100
      #document: Pimcore\Model\Document\Page {#1908}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #text: "Client Requirements"
      config: [
        "placeholder" => "Enter heading here"
        "width" => 600
      ]
      label: null
      dialogDescription: null
      name: "blog_blocks:1.title"
      realName: "title"
      documentId: 100
      document: Pimcore\Model\Document\Page {#1908}
      editmode: false
      inherited: false
      inDialogBox: null
      text: "Client Requirements"
    }
    "blog_blocks:2.mainImage" => Pimcore\Model\Document\Editable\Image {#2074
      #dao: null
      #config: [
        "imgAttributes" => [
          "width" => 900
          "alt" => "Custom blog image"
          "class" => "blog-image"
        ]
      ]
      #label: null
      #dialogDescription: null
      #name: "blog_blocks:2.mainImage"
      #realName: "mainImage"
      -parentBlockNames: []
      #documentId: 100
      #document: Pimcore\Model\Document\Page {#1908}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #id: null
      #alt: ""
      #image: null
      #cropPercent: false
      #cropWidth: 0.0
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      #hotspots: []
      #marker: []
      #thumbnail: null
      config: [
        "imgAttributes" => [
          "width" => 900
          "alt" => "Custom blog image"
          "class" => "blog-image"
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      label: null
      dialogDescription: null
      name: "blog_blocks:2.mainImage"
      realName: "mainImage"
      documentId: 100
      document: Pimcore\Model\Document\Page {#1908}
      editmode: false
      inherited: false
      inDialogBox: null
      id: null
      alt: ""
      image: null
      cropPercent: false
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      hotspots: []
      marker: []
      thumbnail: null
    }
    "blog_blocks:2.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2071
      #dao: null
      #config: [
        "width" => 800
      ]
      #label: null
      #dialogDescription: null
      #name: "blog_blocks:2.paragraph1"
      #realName: "paragraph1"
      -parentBlockNames: []
      #documentId: 100
      #document: Pimcore\Model\Document\Page {#1908}
      #editmode: false
      #inherited: false
      #inDialogBox: null
      -editableDefinitionCollector: null
      #text: """
        <p>Efficient data processing is crucial for maintaining the integrity and performance of an e-commerce platform. This section outlines the significant challenges faced when processing large datasets within Spryker Cloud Commerce OS.\u{200B}</p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun SpellingErrorZoomed  BCX0 SCXP256908461"><span class="BCX0 SCXP256908461">Spryker</span></span><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"> Cloud Commerce OS Performance Degradation</span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <p><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">Handling large datasets (50k&#43; records) using the </span></span><span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Spryker</span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0"> Standard Implementation leads to substantial </span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">performance degradation. This issue was notably observed during the project when we first run the integration </span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">performance tests using </span></span><span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Spryker</span></span> <span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Standars</span></span> <span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Implemention</span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">.</span></span></span></span></p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0"><span class="TextRun SCXP250441612 BCX0"><span class="NormalTextRun SCXP250441612 BCX0">Key challenges and observations:</span></span></span></span></span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <ul class="BulletListStyle1 SCXP185022818 BCX0">\n
        <li class="OutlineElement Ltr SCXP185022818 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP185022818 BCX0"><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">Extended Import Times:</span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">\u{A0}Import times increase significantly as the number of records grows, primarily due to </span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">row-by-row processing</span></span><span class="EOP SCXP185022818 BCX0">\u{200B}</span></p>\n
        </li>\n
        </ul>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP185022818 BCX0">\n
        <ul class="BulletListStyle1 SCXP34923484 BCX0">\n
        <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Processing Bottlenecks:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}The high volume of events </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">created related to the import, sometimes duplicated, acts as </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">a bottleneck, slowing down the entire system. This issue not </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">only impacts import processes but also prevents timely </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">processing of other events</span></span></p>\n
        </li>\n
        <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Rabbit MQ &amp; Jenkins Stability:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}Resource-intensive </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">operations have led to occasional crashes of Rabbit MQ </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">and Jenkins. </span></span><span class="EOP SCXP34923484 BCX0">\u{200B}</span></p>\n
        </li>\n
        <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Publishing Delays:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}There are delays in updating product </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">prices and stock availability on the storefront, resulting in </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">discrepancies where customers may see outdated </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">information.</span></span></p>\n
        </li>\n
        </ul>\n
        <p>\u{A0}</p>\n
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alt /></span></span></p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296">Business Impact</span></span></span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <p><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296"><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">The repercussions of observed challenges and inefficient data processing extend beyond technical performance </span></span><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">and resource wastage, affecting business operations and customer satisfaction and has following impact:</span></span></span></span></span></span></p>\n
        <p>\u{A0}</p>\n
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        <p>Efficient data processing is crucial for maintaining the integrity and performance of an e-commerce platform. This section outlines the significant challenges faced when processing large datasets within Spryker Cloud Commerce OS.\u{200B}</p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun SpellingErrorZoomed  BCX0 SCXP256908461"><span class="BCX0 SCXP256908461">Spryker</span></span><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"> Cloud Commerce OS Performance Degradation</span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <p><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">Handling large datasets (50k&#43; records) using the </span></span><span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Spryker</span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0"> Standard Implementation leads to substantial </span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">performance degradation. This issue was notably observed during the project when we first run the integration </span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">performance tests using </span></span><span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Spryker</span></span> <span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Standars</span></span> <span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Implemention</span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">.</span></span></span></span></p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0"><span class="TextRun SCXP250441612 BCX0"><span class="NormalTextRun SCXP250441612 BCX0">Key challenges and observations:</span></span></span></span></span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <ul class="BulletListStyle1 SCXP185022818 BCX0">\n
        <li class="OutlineElement Ltr SCXP185022818 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP185022818 BCX0"><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">Extended Import Times:</span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">\u{A0}Import times increase significantly as the number of records grows, primarily due to </span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">row-by-row processing</span></span><span class="EOP SCXP185022818 BCX0">\u{200B}</span></p>\n
        </li>\n
        </ul>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP185022818 BCX0">\n
        <ul class="BulletListStyle1 SCXP34923484 BCX0">\n
        <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Processing Bottlenecks:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}The high volume of events </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">created related to the import, sometimes duplicated, acts as </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">a bottleneck, slowing down the entire system. This issue not </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">only impacts import processes but also prevents timely </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">processing of other events</span></span></p>\n
        </li>\n
        <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Rabbit MQ &amp; Jenkins Stability:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}Resource-intensive </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">operations have led to occasional crashes of Rabbit MQ </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">and Jenkins. </span></span><span class="EOP SCXP34923484 BCX0">\u{200B}</span></p>\n
        </li>\n
        <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Publishing Delays:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}There are delays in updating product </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">prices and stock availability on the storefront, resulting in </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">discrepancies where customers may see outdated </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">information.</span></span></p>\n
        </li>\n
        </ul>\n
        <p>\u{A0}</p>\n
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alt /></span></span></p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296">Business Impact</span></span></span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <p><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296"><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">The repercussions of observed challenges and inefficient data processing extend beyond technical performance </span></span><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">and resource wastage, affecting business operations and customer satisfaction and has following impact:</span></span></span></span></span></span></p>\n
        <p>\u{A0}</p>\n
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        <p>We have developed a robust mechanism that significantly enhances performance and scalability. This section outlines the details of our improved import and processing</p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun  BCX0 SCXP84910668"><span class="NormalTextRun  BCX0 SCXP84910668">Improved Mechanism</span></span></strong></p>\n
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        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">To address Client’s Integration Requirements and overcome the limitations of the </span></span><span class="TextRun SpellingErrorZoomed SCXP119358470 BCX0"><span class="SCXP119358470 BCX0">Spryker</span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0"> Standard </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">implementation, we have decided to cover the end-to-end process using two key components: the Data </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">Importer and Data Publisher. These components consist of smaller steps to enhance error handling and </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">processing efficiency.</span></span><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
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        <div class="OutlineElement EmptyListItem Ltr SCXP119358470 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP119358470 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">This approach allows us to refine and enhance performance while effectively implementing project-specific </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">adjustments in the future, catering not only to this specific Client but also to any customer with similar </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">requirements.</span></span></p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><strong><span class="TextRun SCXP119358470 BCX0"><span class="TextRun  BCX0 SCXP251370233"><span class="NormalTextRun  BCX0 SCXP251370233">Data Importer: Price and Stock Overview</span></span></span></strong></p>\n
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        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Receive data from SAP via Glue API: </strong></span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">data is received and written into import table</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
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        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Batch Size Parameter:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">parameter for defining chunk size, in our case the chunk size is defined to 50k records</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Jenkins Job execution:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The Jenkins job executes a command to start the process. All subsequent steps are </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">executed in a loop until all records in the import table are processed. In case of an error, the loop exits, and the </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">error message is displayed in the Jenkins output console.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
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        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Mark the records for processing:</span></span></strong> <span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Assign UUIDs to records in the import table</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">, </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">based on the chunk size. A</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">ll </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">subsequent steps and logic are applied only to that specific record set, i.e., chunk.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Execute Calculations:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">This step prepares the data and updates the import table with information such as </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">availability, offer references, foreign keys, etc. This allows us to leverage only import table in following steps </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">reducing the probability of database deadlocks on </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Import Data into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span></strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong> Tables:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The enriched data is imported into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables. All the necessary data is </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">taken from the import table, ensuring no additional calculations are required during this step.</span></span></p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0">\u{A0}</p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><img 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        <p>We have developed a robust mechanism that significantly enhances performance and scalability. This section outlines the details of our improved import and processing</p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun  BCX0 SCXP84910668"><span class="NormalTextRun  BCX0 SCXP84910668">Improved Mechanism</span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <div class="OutlineElement Ltr SCXP119358470 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">To address Client’s Integration Requirements and overcome the limitations of the </span></span><span class="TextRun SpellingErrorZoomed SCXP119358470 BCX0"><span class="SCXP119358470 BCX0">Spryker</span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0"> Standard </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">implementation, we have decided to cover the end-to-end process using two key components: the Data </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">Importer and Data Publisher. These components consist of smaller steps to enhance error handling and </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">processing efficiency.</span></span><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
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        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
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        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">This approach allows us to refine and enhance performance while effectively implementing project-specific </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">adjustments in the future, catering not only to this specific Client but also to any customer with similar </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">requirements.</span></span></p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><strong><span class="TextRun SCXP119358470 BCX0"><span class="TextRun  BCX0 SCXP251370233"><span class="NormalTextRun  BCX0 SCXP251370233">Data Importer: Price and Stock Overview</span></span></span></strong></p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Receive data from SAP via Glue API: </strong></span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">data is received and written into import table</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Batch Size Parameter:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">parameter for defining chunk size, in our case the chunk size is defined to 50k records</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Jenkins Job execution:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The Jenkins job executes a command to start the process. All subsequent steps are </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">executed in a loop until all records in the import table are processed. In case of an error, the loop exits, and the </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">error message is displayed in the Jenkins output console.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Mark the records for processing:</span></span></strong> <span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Assign UUIDs to records in the import table</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">, </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">based on the chunk size. A</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">ll </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">subsequent steps and logic are applied only to that specific record set, i.e., chunk.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Execute Calculations:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">This step prepares the data and updates the import table with information such as </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">availability, offer references, foreign keys, etc. This allows us to leverage only import table in following steps </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">reducing the probability of database deadlocks on </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Import Data into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span></strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong> Tables:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The enriched data is imported into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables. All the necessary data is </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">taken from the import table, ensuring no additional calculations are required during this step.</span></span></p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0">\u{A0}</p>\n
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        <p>Our innovative implementation has demonstrated a substantial enhancement in processing times. This acceleration is not only important for maintaining timely product updates but also ensures uniformity across the storefront.\u{200B}</p>\n
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        <p><strong><span class="TextRun  BCX0 SCXP207314348"><span class="NormalTextRun  BCX0 SCXP207314348">Comparative Analysis</span></span></strong></p>\n
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        <p>\u{A0}</p>\n
        <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">In test case, we evaluated the system’s performance with a substantial data set of 758k records. The </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">results were impressive. </span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">If we extrapolate from our test case, to achieve Client’s goal of importing 6 million records, using the </span></span><span class="TextRun SpellingErrorZoomed SCXP215157867 BCX0"><span class="SCXP215157867 BCX0">Spryker</span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0"> Standard Implementation it would approximately take a full day (24 hours). However, with our </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">Improved Implementation, the same task could be accomplished in a mere 80 minutes.</span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">This contrast underscores the efficiency and effectiveness of our Improved Implementation, making it a </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">powerful tool for large-scale data processing. Notably, we are further looking into optimizing the overall </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">process thus potentially making the overall time even shorter.</span></span></p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0">\u{A0}</p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><img 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        <p>Our innovative implementation has demonstrated a substantial enhancement in processing times. This acceleration is not only important for maintaining timely product updates but also ensures uniformity across the storefront.\u{200B}</p>\n
        <p>\u{A0}</p>\n
        <p><strong><span class="TextRun  BCX0 SCXP207314348"><span class="NormalTextRun  BCX0 SCXP207314348">Comparative Analysis</span></span></strong></p>\n
        <p>\u{A0}</p>\n
        <p>\u{A0}</p>\n
        <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">In test case, we evaluated the system’s performance with a substantial data set of 758k records. The </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">results were impressive. </span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">If we extrapolate from our test case, to achieve Client’s goal of importing 6 million records, using the </span></span><span class="TextRun SpellingErrorZoomed SCXP215157867 BCX0"><span class="SCXP215157867 BCX0">Spryker</span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0"> Standard Implementation it would approximately take a full day (24 hours). However, with our </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">Improved Implementation, the same task could be accomplished in a mere 80 minutes.</span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
        </div>\n
        <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">This contrast underscores the efficiency and effectiveness of our Improved Implementation, making it a </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">powerful tool for large-scale data processing. Notably, we are further looking into optimizing the overall </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">process thus potentially making the overall time even shorter.</span></span></p>\n
        <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0">\u{A0}</p>\n
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          <ul class="BulletListStyle1 SCXP185022818 BCX0">\n
          <li class="OutlineElement Ltr SCXP185022818 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP185022818 BCX0"><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">Extended Import Times:</span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">\u{A0}Import times increase significantly as the number of records grows, primarily due to </span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">row-by-row processing</span></span><span class="EOP SCXP185022818 BCX0">\u{200B}</span></p>\n
          </li>\n
          </ul>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP185022818 BCX0">\n
          <ul class="BulletListStyle1 SCXP34923484 BCX0">\n
          <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Processing Bottlenecks:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}The high volume of events </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">created related to the import, sometimes duplicated, acts as </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">a bottleneck, slowing down the entire system. This issue not </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">only impacts import processes but also prevents timely </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">processing of other events</span></span></p>\n
          </li>\n
          <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Rabbit MQ &amp; Jenkins Stability:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}Resource-intensive </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">operations have led to occasional crashes of Rabbit MQ </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">and Jenkins. </span></span><span class="EOP SCXP34923484 BCX0">\u{200B}</span></p>\n
          </li>\n
          <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Publishing Delays:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}There are delays in updating product </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">prices and stock availability on the storefront, resulting in </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">discrepancies where customers may see outdated </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">information.</span></span></p>\n
          </li>\n
          </ul>\n
          <p>\u{A0}</p>\n
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alt /></span></span></p>\n
          <p>\u{A0}</p>\n
          <p><strong><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296">Business Impact</span></span></span></span></strong></p>\n
          <p>\u{A0}</p>\n
          <p><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296"><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">The repercussions of observed challenges and inefficient data processing extend beyond technical performance </span></span><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">and resource wastage, affecting business operations and customer satisfaction and has following impact:</span></span></span></span></span></span></p>\n
          <p>\u{A0}</p>\n
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          <p>Efficient data processing is crucial for maintaining the integrity and performance of an e-commerce platform. This section outlines the significant challenges faced when processing large datasets within Spryker Cloud Commerce OS.\u{200B}</p>\n
          <p>\u{A0}</p>\n
          <p><strong><span class="TextRun SpellingErrorZoomed  BCX0 SCXP256908461"><span class="BCX0 SCXP256908461">Spryker</span></span><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"> Cloud Commerce OS Performance Degradation</span></span></strong></p>\n
          <p>\u{A0}</p>\n
          <p><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">Handling large datasets (50k&#43; records) using the </span></span><span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Spryker</span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0"> Standard Implementation leads to substantial </span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">performance degradation. This issue was notably observed during the project when we first run the integration </span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">performance tests using </span></span><span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Spryker</span></span> <span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Standars</span></span> <span class="TextRun SpellingErrorZoomed SCXP193269390 BCX0"><span class="SCXP193269390 BCX0">Implemention</span></span><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0">.</span></span></span></span></p>\n
          <p>\u{A0}</p>\n
          <p><strong><span class="TextRun  BCX0 SCXP256908461"><span class="NormalTextRun  BCX0 SCXP256908461"><span class="TextRun SCXP193269390 BCX0"><span class="NormalTextRun SCXP193269390 BCX0"><span class="TextRun SCXP250441612 BCX0"><span class="NormalTextRun SCXP250441612 BCX0">Key challenges and observations:</span></span></span></span></span></span></strong></p>\n
          <p>\u{A0}</p>\n
          <ul class="BulletListStyle1 SCXP185022818 BCX0">\n
          <li class="OutlineElement Ltr SCXP185022818 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP185022818 BCX0"><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">Extended Import Times:</span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">\u{A0}Import times increase significantly as the number of records grows, primarily due to </span></span><span class="TextRun SCXP185022818 BCX0"><span class="NormalTextRun SCXP185022818 BCX0">row-by-row processing</span></span><span class="EOP SCXP185022818 BCX0">\u{200B}</span></p>\n
          </li>\n
          </ul>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP185022818 BCX0">\n
          <ul class="BulletListStyle1 SCXP34923484 BCX0">\n
          <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Processing Bottlenecks:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}The high volume of events </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">created related to the import, sometimes duplicated, acts as </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">a bottleneck, slowing down the entire system. This issue not </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">only impacts import processes but also prevents timely </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">processing of other events</span></span></p>\n
          </li>\n
          <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Rabbit MQ &amp; Jenkins Stability:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}Resource-intensive </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">operations have led to occasional crashes of Rabbit MQ </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">and Jenkins. </span></span><span class="EOP SCXP34923484 BCX0">\u{200B}</span></p>\n
          </li>\n
          <li class="OutlineElement Ltr SCXP34923484 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP34923484 BCX0"><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">Publishing Delays:</span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">\u{A0}There are delays in updating product </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">prices and stock availability on the storefront, resulting in </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">discrepancies where customers may see outdated </span></span><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0">information.</span></span></p>\n
          </li>\n
          </ul>\n
          <p>\u{A0}</p>\n
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alt /></span></span></p>\n
          <p>\u{A0}</p>\n
          <p><strong><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296">Business Impact</span></span></span></span></strong></p>\n
          <p>\u{A0}</p>\n
          <p><span class="TextRun SCXP34923484 BCX0"><span class="NormalTextRun SCXP34923484 BCX0"><span class="TextRun  BCX0 SCXP152593296"><span class="NormalTextRun  BCX0 SCXP152593296"><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">The repercussions of observed challenges and inefficient data processing extend beyond technical performance </span></span><span class="TextRun SCXP48413859 BCX0"><span class="NormalTextRun SCXP48413859 BCX0">and resource wastage, affecting business operations and customer satisfaction and has following impact:</span></span></span></span></span></span></p>\n
          <p>\u{A0}</p>\n
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          <p>We have developed a robust mechanism that significantly enhances performance and scalability. This section outlines the details of our improved import and processing</p>\n
          <p>\u{A0}</p>\n
          <p><strong><span class="TextRun  BCX0 SCXP84910668"><span class="NormalTextRun  BCX0 SCXP84910668">Improved Mechanism</span></span></strong></p>\n
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          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">To address Client’s Integration Requirements and overcome the limitations of the </span></span><span class="TextRun SpellingErrorZoomed SCXP119358470 BCX0"><span class="SCXP119358470 BCX0">Spryker</span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0"> Standard </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">implementation, we have decided to cover the end-to-end process using two key components: the Data </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">Importer and Data Publisher. These components consist of smaller steps to enhance error handling and </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">processing efficiency.</span></span><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
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          <div class="OutlineElement EmptyListItem Ltr SCXP119358470 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP119358470 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">This approach allows us to refine and enhance performance while effectively implementing project-specific </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">adjustments in the future, catering not only to this specific Client but also to any customer with similar </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">requirements.</span></span></p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><strong><span class="TextRun SCXP119358470 BCX0"><span class="TextRun  BCX0 SCXP251370233"><span class="NormalTextRun  BCX0 SCXP251370233">Data Importer: Price and Stock Overview</span></span></span></strong></p>\n
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          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Receive data from SAP via Glue API: </strong></span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">data is received and written into import table</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
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          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Batch Size Parameter:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">parameter for defining chunk size, in our case the chunk size is defined to 50k records</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Jenkins Job execution:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The Jenkins job executes a command to start the process. All subsequent steps are </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">executed in a loop until all records in the import table are processed. In case of an error, the loop exits, and the </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">error message is displayed in the Jenkins output console.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
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          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Mark the records for processing:</span></span></strong> <span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Assign UUIDs to records in the import table</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">, </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">based on the chunk size. A</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">ll </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">subsequent steps and logic are applied only to that specific record set, i.e., chunk.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
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          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Execute Calculations:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">This step prepares the data and updates the import table with information such as </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">availability, offer references, foreign keys, etc. This allows us to leverage only import table in following steps </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">reducing the probability of database deadlocks on </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Import Data into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span></strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong> Tables:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The enriched data is imported into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables. All the necessary data is </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">taken from the import table, ensuring no additional calculations are required during this step.</span></span></p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0">\u{A0}</p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><img 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        document: Pimcore\Model\Document\Page {#1908}
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          <p>We have developed a robust mechanism that significantly enhances performance and scalability. This section outlines the details of our improved import and processing</p>\n
          <p>\u{A0}</p>\n
          <p><strong><span class="TextRun  BCX0 SCXP84910668"><span class="NormalTextRun  BCX0 SCXP84910668">Improved Mechanism</span></span></strong></p>\n
          <p>\u{A0}</p>\n
          <div class="OutlineElement Ltr SCXP119358470 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">To address Client’s Integration Requirements and overcome the limitations of the </span></span><span class="TextRun SpellingErrorZoomed SCXP119358470 BCX0"><span class="SCXP119358470 BCX0">Spryker</span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0"> Standard </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">implementation, we have decided to cover the end-to-end process using two key components: the Data </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">Importer and Data Publisher. These components consist of smaller steps to enhance error handling and </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">processing efficiency.</span></span><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
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          <div class="OutlineElement EmptyListItem Ltr SCXP119358470 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="EOP SCXP119358470 BCX0">\u{200B}</span></p>\n
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          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">This approach allows us to refine and enhance performance while effectively implementing project-specific </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">adjustments in the future, catering not only to this specific Client but also to any customer with similar </span></span><span class="TextRun SCXP119358470 BCX0"><span class="NormalTextRun SCXP119358470 BCX0">requirements.</span></span></p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0"><strong><span class="TextRun SCXP119358470 BCX0"><span class="TextRun  BCX0 SCXP251370233"><span class="NormalTextRun  BCX0 SCXP251370233">Data Importer: Price and Stock Overview</span></span></span></strong></p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP119358470 BCX0">\u{A0}</p>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Receive data from SAP via Glue API: </strong></span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">data is received and written into import table</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Batch Size Parameter:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">parameter for defining chunk size, in our case the chunk size is defined to 50k records</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Jenkins Job execution:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The Jenkins job executes a command to start the process. All subsequent steps are </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">executed in a loop until all records in the import table are processed. In case of an error, the loop exits, and the </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">error message is displayed in the Jenkins output console.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Mark the records for processing:</span></span></strong> <span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Assign UUIDs to records in the import table</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">, </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">based on the chunk size. A</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">ll </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">subsequent steps and logic are applied only to that specific record set, i.e., chunk.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong>Execute Calculations:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">This step prepares the data and updates the import table with information such as </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">availability, offer references, foreign keys, etc. This allows us to leverage only import table in following steps </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">reducing the probability of database deadlocks on </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables.</span></span><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><span class="EOP SCXP147119558 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP147119558 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0"><strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">Import Data into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span></strong><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"><strong> Tables:</strong> </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">The enriched data is imported into </span></span><span class="TextRun SpellingErrorZoomed SCXP147119558 BCX0"><span class="SCXP147119558 BCX0">Spryker</span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0"> tables. All the necessary data is </span></span><span class="TextRun SCXP147119558 BCX0"><span class="NormalTextRun SCXP147119558 BCX0">taken from the import table, ensuring no additional calculations are required during this step.</span></span></p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP147119558 BCX0">\u{A0}</p>\n
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          <p>Our innovative implementation has demonstrated a substantial enhancement in processing times. This acceleration is not only important for maintaining timely product updates but also ensures uniformity across the storefront.\u{200B}</p>\n
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          <p><strong><span class="TextRun  BCX0 SCXP207314348"><span class="NormalTextRun  BCX0 SCXP207314348">Comparative Analysis</span></span></strong></p>\n
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          <p>\u{A0}</p>\n
          <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">In test case, we evaluated the system’s performance with a substantial data set of 758k records. The </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">results were impressive. </span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">If we extrapolate from our test case, to achieve Client’s goal of importing 6 million records, using the </span></span><span class="TextRun SpellingErrorZoomed SCXP215157867 BCX0"><span class="SCXP215157867 BCX0">Spryker</span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0"> Standard Implementation it would approximately take a full day (24 hours). However, with our </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">Improved Implementation, the same task could be accomplished in a mere 80 minutes.</span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">This contrast underscores the efficiency and effectiveness of our Improved Implementation, making it a </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">powerful tool for large-scale data processing. Notably, we are further looking into optimizing the overall </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">process thus potentially making the overall time even shorter.</span></span></p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0">\u{A0}</p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><img 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          <p>Our innovative implementation has demonstrated a substantial enhancement in processing times. This acceleration is not only important for maintaining timely product updates but also ensures uniformity across the storefront.\u{200B}</p>\n
          <p>\u{A0}</p>\n
          <p><strong><span class="TextRun  BCX0 SCXP207314348"><span class="NormalTextRun  BCX0 SCXP207314348">Comparative Analysis</span></span></strong></p>\n
          <p>\u{A0}</p>\n
          <p>\u{A0}</p>\n
          <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">In test case, we evaluated the system’s performance with a substantial data set of 758k records. The </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">results were impressive. </span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">If we extrapolate from our test case, to achieve Client’s goal of importing 6 million records, using the </span></span><span class="TextRun SpellingErrorZoomed SCXP215157867 BCX0"><span class="SCXP215157867 BCX0">Spryker</span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0"> Standard Implementation it would approximately take a full day (24 hours). However, with our </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">Improved Implementation, the same task could be accomplished in a mere 80 minutes.</span></span><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement EmptyListItem Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="EOP SCXP215157867 BCX0">\u{200B}</span></p>\n
          </div>\n
          <div class="OutlineElement Ltr SCXP215157867 BCX0">\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0"><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">This contrast underscores the efficiency and effectiveness of our Improved Implementation, making it a </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">powerful tool for large-scale data processing. Notably, we are further looking into optimizing the overall </span></span><span class="TextRun SCXP215157867 BCX0"><span class="NormalTextRun SCXP215157867 BCX0">process thus potentially making the overall time even shorter.</span></span></p>\n
          <p class="Paragraph WhiteSpaceCollapse SCXP215157867 BCX0">\u{A0}</p>\n
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        #document: Pimcore\Model\Document\Page {#1908}
        #editmode: false
        #inherited: false
        #inDialogBox: null
        -editableDefinitionCollector: null
        #text: ""
        config: [
          "placeholder" => "Enter title here"
          "width" => 600
        ]
        label: null
        dialogDescription: null
        name: "highlight_blocks:1.highlight_title"
        realName: "highlight_title"
        documentId: 100
        document: Pimcore\Model\Document\Page {#1908}
        editmode: false
        inherited: false
        inDialogBox: null
        text: ""
      }
      "video_demo_blocks" => Pimcore\Model\Document\Editable\Block {#2100
        #dao: null
        #config: [
          "limit" => 1000000
        ]
        #label: null
        #dialogDescription: null
        #name: "video_demo_blocks"
        #realName: "video_demo_blocks"
        -parentBlockNames: []
        #documentId: 100
        #document: Pimcore\Model\Document\Page {#1908}
        #editmode: false
        #inherited: false
        #inDialogBox: null
        -editableDefinitionCollector: null
        #indices: []
        #current: 0
        config: [
          "limit" => 1000000
        ]
        label: null
        dialogDescription: null
        name: "video_demo_blocks"
        realName: "video_demo_blocks"
        documentId: 100
        document: Pimcore\Model\Document\Page {#1908}
        editmode: false
        inherited: false
        inDialogBox: null
        indices: []
        current: 0
      }
    ]
    #versions: null
    #contentMainDocumentId: &43 null
    #contentMasterDocumentId: &43 null
    #supportsContentMain: true
    #missingRequiredEditable: null
    #staticGeneratorEnabled: false
    #staticGeneratorLifetime: null
    #inheritedEditables: []
    #scheduledTasks: null
    #title: "Enhancing Data Imports and Storefront Publishing in Spryker Cloud Commerce OS"
    #description: ""
    #prettyUrl: "/Blog/enhancing-data-imports-and-storefront-publishing-in-spryker-cloud-commerce-os"
    dependencies: null
    __dataVersionTimestamp: 1770199975
    path: "/Blog/"
    properties: [
      "image" => Pimcore\Model\Property {#1878}
      "navigation_accesskey" => Pimcore\Model\Property {#1873}
      "navigation_anchor" => Pimcore\Model\Property {#1872}
      "navigation_class" => Pimcore\Model\Property {#1871}
      "navigation_exclude" => Pimcore\Model\Property {#1870}
      "navigation_name" => Pimcore\Model\Property {#1869}
      "navigation_parameters" => Pimcore\Model\Property {#1868}
      "navigation_relation" => Pimcore\Model\Property {#1867}
      "navigation_tabindex" => Pimcore\Model\Property {#1866}
      "navigation_target" => Pimcore\Model\Property {#1865}
      "navigation_title" => Pimcore\Model\Property {#1864}
      "tag" => Pimcore\Model\Property {#1863}
    ]
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    creationDate: 1760595583
    modificationDate: 1770199975
    versionCount: 12
    userOwner: 2
    locked: null
    userModification: 5
    parentId: 97
    parent: null
    _fulldump: false
    dirtyFields: []
    fullPathCache: "/Blog/Enhancing Data Imports and Storefront Publishing in Spryker Cloud Commerce OS"
    type: "page"
    key: "Enhancing Data Imports and Storefront Publishing in Spryker Cloud Commerce OS"
    index: 3
    published: true
    children: []
    siblings: []
    controller: "App\Controller\Xiphias\BlogPostController::defaultAction"
    template: null
    editables: [
      "blog_blocks" => Pimcore\Model\Document\Editable\Block {#2079}
      "blog_blocks:1.mainImage" => Pimcore\Model\Document\Editable\Image {#2077}
      "blog_blocks:1.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2072}
      "blog_blocks:1.title" => Pimcore\Model\Document\Editable\Input {#2070}
      "blog_blocks:2.mainImage" => Pimcore\Model\Document\Editable\Image {#2074}
      "blog_blocks:2.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2071}
      "blog_blocks:2.title" => Pimcore\Model\Document\Editable\Input {#2073}
      "blog_blocks:3.mainImage" => Pimcore\Model\Document\Editable\Image {#2080}
      "blog_blocks:3.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2081}
      "blog_blocks:3.title" => Pimcore\Model\Document\Editable\Input {#2082}
      "blog_blocks:4.mainImage" => Pimcore\Model\Document\Editable\Image {#2083}
      "blog_blocks:4.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2084}
      "blog_blocks:4.title" => Pimcore\Model\Document\Editable\Input {#2085}
      "blog_blocks:5.mainImage" => Pimcore\Model\Document\Editable\Image {#2086}
      "blog_blocks:5.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2087}
      "blog_blocks:5.title" => Pimcore\Model\Document\Editable\Input {#2088}
      "blog_blocks:6.mainImage" => Pimcore\Model\Document\Editable\Image {#2089}
      "blog_blocks:6.paragraph1" => Pimcore\Model\Document\Editable\Wysiwyg {#2090}
      "blog_blocks:6.title" => Pimcore\Model\Document\Editable\Input {#2091}
      "color_picker" => App\Model\Document\Editable\ColorPicker {#2092}
      "heroImage" => Pimcore\Model\Document\Editable\Image {#2093}
      "heroSubtitle" => Pimcore\Model\Document\Editable\Wysiwyg {#2094}
      "heroTitle" => Pimcore\Model\Document\Editable\Input {#2095}
      "highlight_blocks" => Pimcore\Model\Document\Editable\Block {#2096}
      "highlight_blocks:1.highlight_button_text" => Pimcore\Model\Document\Editable\Input {#2097}
      "highlight_blocks:1.highlight_content" => Pimcore\Model\Document\Editable\Wysiwyg {#2098}
      "highlight_blocks:1.highlight_title" => Pimcore\Model\Document\Editable\Input {#2099}
      "video_demo_blocks" => Pimcore\Model\Document\Editable\Block {#2100}
    ]
    versions: null
    contentMainDocumentId: null
    contentMasterDocumentId: null
    supportsContentMain: true
    missingRequiredEditable: null
    staticGeneratorEnabled: false
    staticGeneratorLifetime: null
    inheritedEditables: []
    scheduledTasks: null
    title: "Enhancing Data Imports and Storefront Publishing in Spryker Cloud Commerce OS"
    description: ""
    prettyUrl: "/Blog/enhancing-data-imports-and-storefront-publishing-in-spryker-cloud-commerce-os"
  }
}

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
host 
"xiphias.xiphias-digital.com"
user-agent 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-forwarded-for 
"192.168.117.5"
x-forwarded-proto 
"https"
x-php-ob-level 
"0"
x-real-ip 
"192.168.117.5"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control 
"private, must-revalidate"
content-language 
"en"
content-type 
"text/html; charset=UTF-8"
date 
"Tue, 03 Mar 2026 05:38:30 GMT"
expires 
"-1"
pragma 
"no-cache"
x-debug-token 
"ab28c0"
x-powered-by 
"pimcore"

Cookies

Request Cookies

No request cookies

Response Cookies

No response cookies

Session

Session Metadata

No session metadata

Session Attributes

No session attributes

Session Usage

0 Usages
Stateless check enabled

Session not used.

Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_DEBUG 
"1"
APP_ENV 
"dev"
BLADE_FX_COOKIE_CONSENT_ID 
"Xbwi0RePM1IVL1"
BLADE_FX_FROM_EMAIL 
"x@xiphias.hr"
BLADE_FX_HOST 
"https://www.blade-fx.com"
BLADE_FX_MAILER_API_KEY 
"xsmtpsib-6bc5ab2650aa7b1ca9a9e47600dfad1710f38c26a92a7f1c2e1b9cfad2ff8e60-DMDQZB7qYxoPRzN1"
BLADE_FX_PARTNER_FROM_EMAIL 
"x@xiphias.hr"
CMS_VIDEO_BASE_URL 
"https://fsn1.your-objectstorage.com/xiphias-images/cms-srv-images/video/"
GIFT_CARD_BASE_URL 
"https://fsn1.your-objectstorage.com/xiphias-images/bm-s3-images/"
MAILER_DSN 
"smtp://mail.t-com.hr:25"
MAILER_HOST 
"smtp-relay.brevo.com"
MAILER_PORT 
"587"
MAILER_TO_EMAIL_BLADE_FX 
"drazen.vincek@xiphias.hr"
MAILER_TO_EMAIL_BLADE_FX_PARTNER 
"drazen.vincek@xiphias.hr"
MAILER_TO_EMAIL_PANDA_RING_RING 
"drazen.vincek@xiphias.hr"
MAILER_TO_EMAIL_REQUESTADOR 
"drazen.vincek@xiphias.hr"
MAILER_TO_EMAIL_SABOLIC 
"drazen.vincek@xiphias.hr"
MAILER_TO_EMAIL_XIPHIAS 
"drazen.vincek@xiphias.hr"
MAILER_USERNAME 
"7cc02e003@smtp-brevo.com"
MYSQL_PASSWORD 
"pimcore"
MYSQL_ROOT_PASSWORD 
"pimcore"
MYSQL_USER 
"pimcore"
PANDA_FROM_EMAIL 
"x@xiphias.hr"
PANDA_HOST 
"http://xiphias.xiphias-digital.com/PandaRingRing"
PANDA_HOST_HR 
"http://xiphias.xiphias-digital.com/PandaRingRing/hr"
PANDA_RING_RING_MAILER_API_KEY 
"xsmtpsib-6bc5ab2650aa7b1ca9a9e47600dfad1710f38c26a92a7f1c2e1b9cfad2ff8e60-eYUynvVtMeTj8D4j"
PIMCORE_DEV_MODE 
"true"
PIMCORE_ENCRYPTION_SECRET 
"2l7oF+E4FVoVxkyWE3N1LBUneBoOrkcMbtaLV9+i94I="
RABBITMQ_DEFAULT_PASS 
"sDpE8DeyuYLfLskMmpgd"
RABBITMQ_DEFAULT_USER 
"admin"
RECAPTCHA_SECRET_KEY_BLADE_FX 
"6LfgaG0sAAAAAK9TR6fKrrK74BFrUTCvQ-1S2qre"
RECAPTCHA_SECRET_KEY_PANDA 
"6LcMam0sAAAAAJJ6jW8yHpCQX1UpEyIV40fMsRxO"
RECAPTCHA_SECRET_KEY_REQUESTADOR 
"6Le77XQsAAAAACiIsDaaNTLGmP2yKX7jYr5kKTw_"
RECAPTCHA_SECRET_KEY_XIPHIAS 
"6LfQT20sAAAAAMRvTUyH_xwl9lNfqAbNqhY0D-An"
RECAPTCHA_SITE_KEY_BLADE_FX 
"6LfgaG0sAAAAABi7zR7O9_vqf0hsdFDEQ5nynaNk"
RECAPTCHA_SITE_KEY_PANDA 
"6LcMam0sAAAAALsPDfd9_JcNSG9p8Pjzf6TciwlU"
RECAPTCHA_SITE_KEY_REQUESTADOR 
"6Le77XQsAAAAAOtrjoflQvDQS3km5LD2ICXDYquW"
RECAPTCHA_SITE_KEY_XIPHIAS 
"6LfQT20sAAAAAPlM1sLXb6AEVyUZDFCIGSv_jmqJ"
REQUESTADOR_FROM_EMAIL 
"x@xiphias.hr"
S3_CMS_STORAGE_PREFIX 
"cms-srv-images"
S3_CMS_STORAGE_THUMBNAIL_PREFIX 
"cms-srv-images/thumbnail"
S3_STORAGE_BUCKET 
"xiphias-images"
S3_STORAGE_KEY 
"FENDJ8I86DUWNIDQXFBI"
S3_STORAGE_REGION 
"eu-central-1"
S3_STORAGE_SECRET 
"dUoUgG6ZhsKyjpAQUkqlxIiop4yck1lQmC4fM7GR"
S3_STORAGE_URL 
"https://fsn1.your-objectstorage.com"
SABOLIC_FROM_EMAIL 
"x@xiphias.hr"
SABOLIC_HOST 
"https://xiphias.hr/SabolicBalent"
SABOLIC_HOST_EN 
"https://xiphias.hr/SabolicBalent"
SEND_CONTENT_TO_API_ENDPOINT 
"https://fusion.blade-fx.com/api/Content/ReceiveContent"
SEND_CONTENT_TO_API_ENDPOINT_TEST 
"https://fusiontest.blade-fx.com/api/Content/ReceiveContent"
XIPHIAS_COOKIE_CONSENT_ID 
"x5Wj9OvCHb9u9U"
XIPHIAS_FROM_EMAIL 
"x@xiphias.hr"
XIPHIAS_HOST 
"http://xiphias.xiphias-digital.com"
XIPHIAS_MAILER_API_KEY 
"xsmtpsib-6bc5ab2650aa7b1ca9a9e47600dfad1710f38c26a92a7f1c2e1b9cfad2ff8e60-rPoPf3fiFohKXMg8"

Defined as regular env variables

Key Value
COMPOSER_ALLOW_SUPERUSER 
"1"
COMPOSER_HOME 
"/var/www/html"
COMPOSER_MEMORY_LIMIT 
"-1"
CONTENT_LENGTH 
""
CONTENT_TYPE 
""
DOCTRINE_DEPRECATIONS 
"trigger"
DOCUMENT_ROOT 
"/var/www/html/public"
DOCUMENT_URI 
"/index.php"
FCGI_ROLE 
"RESPONDER"
GATEWAY_INTERFACE 
"CGI/1.1"
GPG_KEYS 
"1198C0117593497A5EC5C199286AF1F9897469DC C28D937575603EB4ABB725861C0779DC5C0A9DE4 AFD8691FDAEDF03BDF6E460563F15A9B715376CA"
HOME 
"/"
HOSTNAME 
"a0fa265ab3c2"
HTTP_ACCEPT 
"*/*"
HTTP_ACCEPT_ENCODING 
"gzip, br, zstd, deflate"
HTTP_CONNECTION 
"close"
HTTP_HOST 
"xiphias.xiphias-digital.com"
HTTP_USER_AGENT 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_X_FORWARDED_FOR 
"192.168.117.5"
HTTP_X_FORWARDED_PROTO 
"https"
HTTP_X_REAL_IP 
"192.168.117.5"
OPCACHE_CONSISTENCY_CHECKS 
"0"
OPCACHE_ENABLE 
"1"
OPCACHE_ENABLE_CLI 
"0"
OPCACHE_MAX_ACCELERATED_FILES 
"10000"
OPCACHE_MEMORY_CONSUMPTION 
"128"
OPCACHE_VALIDATE_TIMESTAMPS 
"1"
PATH 
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
PATH_INFO 
""
PHPIZE_DEPS 
"autoconf \t\tdpkg-dev \t\tfile \t\tg++ \t\tgcc \t\tlibc-dev \t\tmake \t\tpkg-config \t\tre2c"
PHP_ASC_URL 
"https://www.php.net/distributions/php-8.3.20.tar.xz.asc"
PHP_CFLAGS 
"-fstack-protector-strong -fpic -fpie -O2 -D_LARGEFILE_SOURCE -D_FILE_OFFSET_BITS=64"
PHP_CPPFLAGS 
"-fstack-protector-strong -fpic -fpie -O2 -D_LARGEFILE_SOURCE -D_FILE_OFFSET_BITS=64"
PHP_DISPLAY_STARTUP_ERRORS 
"1"
PHP_ERROR_REPORTING 
"E_ALL"
PHP_FPM_LISTEN 
"0.0.0.0:9000"
PHP_FPM_PM 
"dynamic"
PHP_FPM_PM_MAX_CHILDREN 
"5"
PHP_FPM_PM_MAX_REQUESTS 
"10000"
PHP_FPM_PM_MAX_SPARE_SERVERS 
"3"
PHP_FPM_PM_MIN_SPARE_SERVERS 
"1"
PHP_FPM_PM_START_SERVERS 
"2"
PHP_IDE_CONFIG 
"serverName=localhost"
PHP_INI_DIR 
"/usr/local/etc/php"
PHP_LDFLAGS 
"-Wl,-O1 -pie"
PHP_MAX_EXECUTION_TIME 
"30"
PHP_MEMORY_LIMIT 
"256M"
PHP_POST_MAX_SIZE 
"100M"
PHP_SELF 
"/index.php"
PHP_SHA256 
"f15914e071b5bddaf1475b5f2ba68107e8b8846655f9e89690fb7cd410b0db6c"
PHP_UPLOAD_MAX_FILESIZE 
"100M"
PHP_URL 
"https://www.php.net/distributions/php-8.3.20.tar.xz"
PHP_VERSION 
"8.3.20"
PIMCORE_INSTALL_MYSQL_DATABASE 
"pimcore"
PIMCORE_INSTALL_MYSQL_HOST_SOCKET 
"db"
PIMCORE_INSTALL_MYSQL_PASSWORD 
"pimcore"
PIMCORE_INSTALL_MYSQL_PORT 
"3306"
PIMCORE_INSTALL_MYSQL_USERNAME 
"pimcore"
PWD 
"/var/www/html"
QUERY_STRING 
""
REDIRECT_STATUS 
"200"
REMOTE_ADDR 
"192.168.117.107"
REMOTE_PORT 
"46640"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"http"
REQUEST_TIME 
1772516310
REQUEST_TIME_FLOAT 
1772516310.0763
REQUEST_URI 
"/Blog/enhancing-data-imports-and-storefront-publishing-in-spryker-cloud-commerce-os"
SCRIPT_FILENAME 
"/var/www/html/public/index.php"
SCRIPT_NAME 
"/index.php"
SERVER_ADDR 
"172.18.0.4"
SERVER_NAME 
"xiphias.xiphias-digital.com"
SERVER_PORT 
"80"
SERVER_PROTOCOL 
"HTTP/1.0"
SERVER_SOFTWARE 
"nginx/1.26.3"
SHELL_VERBOSITY 
3
SHLVL 
"0"
SYMFONY_DOTENV_VARS 
"APP_ENV,APP_DEBUG,PIMCORE_DEV_MODE,MYSQL_USER,MYSQL_PASSWORD,MYSQL_ROOT_PASSWORD,RABBITMQ_DEFAULT_USER,RABBITMQ_DEFAULT_PASS,MAILER_HOST,MAILER_PORT,MAILER_USERNAME,XIPHIAS_FROM_EMAIL,MAILER_TO_EMAIL_XIPHIAS,XIPHIAS_MAILER_API_KEY,BLADE_FX_FROM_EMAIL,MAILER_TO_EMAIL_BLADE_FX,BLADE_FX_MAILER_API_KEY,BLADE_FX_PARTNER_FROM_EMAIL,MAILER_TO_EMAIL_BLADE_FX_PARTNER,PANDA_FROM_EMAIL,MAILER_TO_EMAIL_PANDA_RING_RING,PANDA_RING_RING_MAILER_API_KEY,REQUESTADOR_FROM_EMAIL,MAILER_TO_EMAIL_REQUESTADOR,PIMCORE_ENCRYPTION_SECRET,BLADE_FX_HOST,BLADE_FX_COOKIE_CONSENT_ID,XIPHIAS_COOKIE_CONSENT_ID,SABOLIC_HOST,SABOLIC_HOST_EN,XIPHIAS_HOST,SABOLIC_FROM_EMAIL,MAILER_TO_EMAIL_SABOLIC,GIFT_CARD_BASE_URL,SEND_CONTENT_TO_API_ENDPOINT,SEND_CONTENT_TO_API_ENDPOINT_TEST,CMS_VIDEO_BASE_URL,PANDA_HOST,PANDA_HOST_HR,S3_STORAGE_REGION,S3_STORAGE_URL,S3_STORAGE_KEY,S3_STORAGE_SECRET,S3_STORAGE_BUCKET,S3_CMS_STORAGE_PREFIX,S3_CMS_STORAGE_THUMBNAIL_PREFIX,RECAPTCHA_SITE_KEY_XIPHIAS,RECAPTCHA_SECRET_KEY_XIPHIAS,RECAPTCHA_SITE_KEY_BLADE_FX,RECAPTCHA_SECRET_KEY_BLADE_FX,RECAPTCHA_SITE_KEY_PANDA,RECAPTCHA_SECRET_KEY_PANDA,RECAPTCHA_SITE_KEY_REQUESTADOR,RECAPTCHA_SECRET_KEY_REQUESTADOR,MAILER_DSN"
argc 
0
argv 
[]