Scale with Large Data Volumes and Big Objects in Salesforce
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This document discusses techniques for addressing large data volumes (LDV) in Salesforce orgs, including big objects. Big objects are a special type of object designed to store and retrieve large data volumes using big data technology. The document also provides a use case where a company wants to archive closed cases to free up storage space while maintaining access. It recommends using a custom big object to address these needs. The webinar will demonstrate creating and deploying a custom big object and retrieving data using asynchronous SOQL.
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Scale with Large Data Volumes and Big Objects in Salesforce
- 1. Scale with Large Data Volumes and Big Objects in Salesforce December 21, 2018 | 11:00 a.m. IST Satya Sekhar Trailhead Developer Salesforce Atul Rajguru Sr. Technical Architect Cybage Jigar Shah Enterprise Solutions Architect Eternus Solutions
- 2. Forward-Looking Statement Statement under the Private Securities Litigation Reform Act of 1995: This presentation may contain forward-looking statements that involve risks, uncertainties, and assumptions. If any such uncertainties materialize or if any of the assumptions proves incorrect, the results of salesforce.com, inc. could differ materially from the results expressed or implied by the forward-looking statements we make. All statements other than statements of historical fact could be deemed forward-looking, including any projections of product or service availability, subscriber growth, earnings, revenues, or other financial items and any statements regarding strategies or plans of management for future operations, statements of belief, any statements concerning new, planned, or upgraded services or technology developments and customer contracts or use of our services. The risks and uncertainties referred to above include – but are not limited to – risks associated with developing and delivering new functionality for our service, new products and services, our new business model, our past operating losses, possible fluctuations in our operating results and rate of growth, interruptions or delays in our Web hosting, breach of our security measures, the outcome of any litigation, risks associated with completed and any possible mergers and acquisitions, the immature market in which we operate, our relatively limited operating history, our ability to expand, retain, and motivate our employees and manage our growth, new releases of our service and successful customer deployment, our limited history reselling non-salesforce.com products, and utilization and selling to larger enterprise customers. Further information on potential factors that could affect the financial results of salesforce.com, inc. is included in our annual report on Form 10-K for the most recent fiscal year and in our quarterly report on Form 10-Q for the most recent fiscal quarter. These documents and others containing important disclosures are available on the SEC Filings section of the Investor Information section of our Web site. Any unreleased services or features referenced in this or other presentations, press releases or public statements are not currently available and may not be delivered on time or at all. Customers who purchase our services should make the purchase decisions based upon features that are currently available. Salesforce.com, inc. assumes no obligation and does not intend to update these forward-looking statements.
- 3. Go Social! Salesforce Developers Salesforce Developers Salesforce Developers The video will be posted to YouTube & the webinar recap page (same URL as registration). This webinar is being recorded! @salesforcedevs
- 4. Have Questions? ● Don’t wait until the end to ask your question! ● Technical support will answer questions starting now. ● Respect Q&A etiquette ● Please don’t repeat questions. The support team is working their way down the queue. ● Stick around for live Q&A at the end ● Speakers will tackle more questions at the end, time-allowing ● Head to Developer Forums ● More questions? Visit developer.salesforce.com/forums
- 5. Agenda ● Introduction to LDV ● How LDV Affects Salesforce Orgs? ● Techniques to Address LDV ● What are Big Objects? ● Demo
- 6. What is LDV? Large Data Volume 1K 100K 1-10 Million 1 Billion Records…
- 7. How LDV Affects Salesforce Orgs? ● Performance Slugs ▪ Queries ▪ Search ▪ List Views ▪ Reports ▪ Timeout ● Reduced User Adoption ● Slow Sandbox Refreshes
- 8. Addressing LDV Challenges ● Design Considerations ● Data Modeling - Data distribution ● Data Skew – Account, Lookup & User ● Active vs Inactive Data & Archival Strategy ● External Data Source, External Object & oData ● Big Objects
- 9. What are Big Objects? ● Special Type of Objects designed to store and retrieve LDV. ● Uses Big Data Technology in background. ● Standard & Custom Big Objects
- 10. Big Objects Metadata Structure Root Folder Objects Demo1__b.object Profiles Admin.profile Package.XML
- 11. Use Case ● UC Corp. is leading provider of online fashion products & has been using Salesforce Service Cloud to provide immaculate post sales support to their global customer base considering a high support case inflow. ● Over a period of time they have realized heavy storage consumption due to accumulation of over a million closed cases in their org. ● They are looking for solution which enables them to: ✓ Liberate the transactional storage consumption ✓ On demand access to archived Cases ✓ Accessibility to closed cases for historical analysis ✓ Ability to perform all of above while being resident on the platform
- 12. Demo ● Create & Deploy a Custom Big Object ● Big Object Data Manipulation using Apex ● Data Retrieval using ASYNC SOQL
- 13. Using SOQL Vs Async SOQL Feature Standard SOQL Async SOQL Execution Mode Synchronous Asynchronous Expected Result Smaller Data Sets (K) Large Data Sets (M) Best Suited For • Displaying Data on UI • Manipulations within Apex • Aggregation • Summarizing for Analytics Field Filters Yes Indexed fields only
- 14. Important Considerations ● Field Types ● Triggers and Flows ● Access via Apex, Visualforce & Lightning ● Historical Data Analytics ● Data Security
- 15. Resources - Learn With Trailhead Large Data Volumes Big Objects Basics Salesforce Connect
- 16. Q & A Try Trailhead: trailhead.salesforce.com Join the conversation: @salesforcedevs Join Trailblazer Community Group: bit.ly/webinarinapac
- 17. Survey Your feedback is crucial to the success of our webinar programs. Please fill out the survey at the end of the webinar. Thank you!