{"id":10403,"date":"2026-06-22T12:35:47","date_gmt":"2026-06-22T12:35:47","guid":{"rendered":"https:\/\/www.jdsoft.in\/?page_id=10403"},"modified":"2026-07-24T13:26:24","modified_gmt":"2026-07-24T13:26:24","slug":"databricks-services","status":"publish","type":"page","link":"https:\/\/www.jdsoft.in\/de\/databricks-services\/","title":{"rendered":"Databricks Services"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\tOFFICIAL DATABRICKS PARTNER\n\t\t\t\t\t<\/span>

Unlock the Power of Databricks with JD Soft<\/h2>\t\t\t\t
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As a recognised Databricks partner, JD Soft delivers end-to-end data lakehouse solutions, helping organisations implement, optimise and scale their data platforms with 14+ years of enterprise expertise.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n Start Your Journey <\/a>\n \n \n READ CASE STUDY <\/a>\n <\/div>\n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Why Databricks?<\/h2>\t\t\t\t
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Databricks unifies data engineering, analytics, machine learning, and AI on a single open lakehouse platform. It eliminates data silos and reduces infrastructure complexity.<\/p>\n\t\t\t\t<\/div>\n\t\t\t

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\n Unified Lakehouse Architecture <\/h3>\n \t\t \t

Combine the reliability of data warehouses with the flexibility of data lakes. One platform for all your structured and unstructured data needs.<\/p>\n <\/div>\n \n \n <\/div>\n <\/a>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n Lightning-Fast Apache Spark <\/h3>\n \t\t \t

Process massive datasets up to 100\u00d7 faster than traditional Hadoop with Databricks' optimised Spark runtime and Photon execution engine.<\/p>\n <\/div>\n \n \n <\/div>\n <\/a>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n Built-In AI & ML Capabilities <\/h3>\n \t\t \t

From MLflow experiment tracking to AutoML and Dolly, build, train and deploy machine learning models directly within your data environment.<\/p>\n <\/div>\n \n \n <\/div>\n <\/a>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n Open Delta Lake Standard <\/h3>\n \t\t \t

Ensure ACID transactions, scalable metadata, and time-travel capabilities on your data lake using the open-source Delta Lake format.<\/p>\n <\/div>\n \n \n <\/div>\n <\/a>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n Multi-Cloud Flexibility <\/h3>\n \t\t \t

Deploy on AWS, Azure, or Google Cloud. Databricks integrates natively with Azure Data Factory, Synapse, and the broader Microsoft ecosystem.<\/p>\n <\/div>\n \n \n <\/div>\n <\/a>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n Enterprise-Grade Security <\/h3>\n \t\t \t

Unity Catalog provides a unified governance layer\u2014fine-grained access control, data lineage, and compliance across all data assets.<\/p>\n <\/div>\n \n \n <\/div>\n <\/a>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\tWhat We Deliver\n\t\t\t\t\t<\/h4>

Databricks Services by JD Soft<\/h2>\t\t\t\t
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JD Soft delivers end-to-end Databricks services to help organizations build modern, scalable, and intelligent data platforms. Our expertise covers Databricks Lakehouse implementation, data engineering, analytics and reporting, AI and machine learning, data warehouse migration, and ongoing platform support.<\/p>\n

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From setting up secure Databricks environments and developing high-performance data pipelines to enabling advanced analytics, Generative AI solutions, and seamless migration from legacy systems, we help businesses unlock the full value of their data. With continuous optimization, governance, and managed support, JD Soft ensures your Databricks platform remains secure, efficient, and ready for future growth.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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SAP + Databricks: Better Together\u200b<\/h2>\t\t\t\t
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JD Soft is one of the few partners who bring deep SAP expertise and certified Databricks capability under one roof \u2014 enabling seamless integration between your SAP landscape and modern data lakehouse.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n SAP Data Extraction to Delta Lake <\/h3>\n \t\t \t

Extract operational data from SAP ECC, S\/4HANA, BW, and Datasphere directly into Databricks Delta Lake tables with full ACID guarantees and incremental load patterns.<\/p>\n <\/div>\n \n \n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n Unified Analytics Across SAP & Non-SAP <\/h3>\n \t\t \t

Blend SAP finance and operations data with external sources \u2014 social, IoT, third-party APIs \u2014 in a single Databricks lakehouse for 360\u00b0 business analytics.<\/p>\n <\/div>\n \n \n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n AI-Augmented SAP Processes <\/h3>\n \t\t \t

Train ML models on SAP data and write predictions back to S\/4HANA \u2014 enabling intelligent demand forecasting, churn prediction, and maintenance scheduling.<\/p>\n <\/div>\n \n \n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\tUnique Advantage\n\t\t\t\t\t<\/h4>

SAP + Databricks: Better Together<\/h2>\t\t\t\t
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JD Soft is one of the few partners who bring deep SAP expertise and certified Databricks capability under one roof \u2014 enabling seamless integration between your SAP landscape and modern data lakehouse.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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SAP Data Extraction to Delta Lake<\/h6>\t\t\t\t
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Extract and load SAP ECC, S\/4HANA, BW, and Datasphere data into Databricks Delta Lake with secure, incremental processing.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Unified Analytics Across SAP & Non-SAP<\/h2>\t\t\t\t
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Combine SAP and external data sources into a unified Databricks Lakehouse for complete business visibility and analytics.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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AI-Augmented SAP Processes<\/h2>\t\t\t\t
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Build AI-powered forecasting and predictive models using SAP data, with seamless integration back into S\/4HANA.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Featured Case Study<\/h2>\t\t\t\t
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See how JD Soft helped a leading manufacturer modernise its analytics infrastructure with Databricks.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n From Fragmented Reports to Real-Time Lakehouse Analytics <\/h3>\n \t\t \t

Client: Mid-size discrete manufacturer (~\u20b9800 Cr turnover) with SAP ECC and legacy data warehouse<\/p>\n <\/div>\n \n \n <\/div>\n <\/a>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Faster reporting<\/div>\t\t\t
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Cost reduction<\/div>\t\t\t
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The Challenge<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The client operated a fragmented analytics landscape \u2014 SAP ECC for finance and production, a siloed SQL Server data warehouse for MIS reporting, and manual Excel consolidations for management dashboards. Month-end reporting took 5\u20137 days. The data team spent 70% of their time on data wrangling rather than generating insights. Leadership lacked real-time visibility into production throughput, inventory, and customer order fulfilment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Our Approach<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The organization modernized its data landscape by implementing a Databricks Medallion Architecture, automating SAP ECC data ingestion through Azure Data Factory and Databricks Auto Loader, developing Delta Live Tables transformations across finance, procurement, production, and sales domains, delivering business-ready analytics through Databricks SQL and Power BI, and deploying an MLflow-powered demand forecasting solution seamlessly integrated with SAP planning and decision-making processes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Results Achieved<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The Databricks platform transformed operations by reducing month-end analytics from 5 days to under 18 hours, enabling live dashboards with less than 5-minute data latency, integrating four new data sources, cutting infrastructure costs by 55%, improving demand forecast accuracy by 22 percentage points, and freeing up 60% of the data engineering team’s capacity for strategic initiatives.<\/p><\/div><\/div><\/div><\/div>

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The JD Soft Difference<\/h2>
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Our partnership with Databricks, combined with 14+ years of SAP and Azure experience, makes us uniquely positioned to deliver lakehouse transformations.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Certified Databricks & SAP Experts<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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With over 14 years of industry experience, our certified consultants help organizations successfully implement, integrate, and optimize SAP, Databricks, and Azure solutions for long-term growth.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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End-to-End Lakehouse Delivery<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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We manage the complete transformation journey, from SAP data extraction and migration to analytics, governance, security, and cost optimization on the Databricks Lakehouse Platform.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Business-Focused Outcomes<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Our team works closely with stakeholders to define clear business objectives, measurable KPIs, and practical roadmaps that deliver tangible results beyond technical implementation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Support Beyond Go-Live<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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From deployment to ongoing managed services, we ensure your environment remains secure, optimized, and scalable while supporting users across India and the Middle East.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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How We Work<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Our Engagement Process<\/h2>\t\t\t\t
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A structured five-step approach that takes you from initial assessment to a fully optimised, production-ready Databricks environment.<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Years of enterprise data experience<\/div>\t\t\t
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Satisfied clients globally<\/div>\t\t\t
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Average cost reduction on data infra<\/div>\t\t\t
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Frequently Asked Questions (FAQs)<\/h2>
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Find quick answers to common questions about Databricks implementation, SAP integration, cloud deployment, analytics, and the support services offered by JD Soft.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n \n \n <\/span>\n\n \n What is Databricks?<\/span>\n\n \n
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Databricks is a unified platform for data engineering, analytics, AI, and machine learning.<\/p> <\/div>\n\n <\/div>\n\n <\/div>\n\n \n

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JD Soft combines Databricks expertise with 14+ years of SAP and Azure experience.<\/p> <\/div>\n\n <\/div>\n\n <\/div>\n\n \n

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Yes. Databricks can connect with SAP ECC, S\/4HANA, BW\/4HANA, and Datasphere.<\/p> <\/div>\n\n <\/div>\n\n <\/div>\n\n \n

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Yes. We implement and manage Databricks solutions on both Azure and AWS.<\/p> <\/div>\n\n <\/div>\n\n <\/div>\n\n \n

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Yes. We offer monitoring, optimization, governance, and ongoing managed support.<\/p> <\/div>\n\n <\/div>\n\n <\/div>\n\n <\/div>\n <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Ready to Build Your Data Lakehouse?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Talk to our Databricks specialists and get a free assessment of your data environment and a tailored roadmap.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tGet A Quote<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

OFFICIAL DATABRICKS PARTNER Unlock the Power of Databricks with JD Soft As a recognised Databricks partner, JD Soft delivers end-to-end data lakehouse solutions, helping organisations implement, optimise and scale their data platforms with 14+ years of enterprise expertise. Start Your Journey READ CASE STUDY Why Databricks? Databricks unifies data engineering, analytics, machine learning, and AI […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-fullwidth.php","meta":{"content-type":"","footnotes":""},"class_list":["post-10403","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/pages\/10403","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/comments?post=10403"}],"version-history":[{"count":48,"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/pages\/10403\/revisions"}],"predecessor-version":[{"id":10706,"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/pages\/10403\/revisions\/10706"}],"wp:attachment":[{"href":"https:\/\/www.jdsoft.in\/de\/wp-json\/wp\/v2\/media?parent=10403"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}