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snowpark container services
08Feb

Snowpark Container Services

Snowpark Container Services is a fully managed solution designed to simplify deploying, managing, and scaling containerized applications within the Snowflake ecosystem. Key Features Benefits of Snowpark Container Services in Native Apps Integrating Snowpark Container Services into Snowflake Native Apps enables developers to create solutions for various use cases, including: Developers benefit from Snowflake’s Native Apps Framework safeguards, which ensure secure and efficient operations. Development Workflow for Snowpark Container Services Here’s a quick guide to the development cycle for building and deploying containerized services within Snowflake. 1. Develop Code Locally 2. Build and Push an Image 3. Provision Resources 4. Deploy and Test Services Getting Started To build containerized applications with Snowpark Container Services: For a deep dive into architecture and workflows, explore Snowflake’s guides and tutorials on Snowpark Container Services and Native Apps. The Snowflake Native Applications Framework allows developers to package Snowflake features into standalone applications that can be installed across multiple accounts. This framework now supports advanced features for managing resource provisioning and deploying container services. Below is an overview of how to integrate container services into a Native App. Key Components 1. Manifest File The manifest file defines the configuration and setup properties for the application, including: Example Manifest File: Specifying Container Images yaml Copy code manifest_version: 1 version: name: V1 label: “Version One” comment: “The first version of my amazing Snowflake Native App” artifacts: readme: readme.md setup_script: scripts/setup.sql container_services: images: – /provider_db/provider_schema/provider_repo/server:prod – /provider_db/provider_schema/provider_repo/web:1.0 Here: Setting a Web UI as the Landing Page For apps with a web UI, specify a default_web_endpoint field to make the UI the landing page. yaml Copy code default_web_endpoint: service: ux_schema.ux_service endpoint: ui Here, service corresponds to the name defined in the CREATE SERVICE command, and endpoint refers to the service’s endpoint in the specification file. Using Streamlit as a Landing Page Alternatively, you can specify a default_streamlit field to use Streamlit as the landing page. Note: default_web_endpoint and default_streamlit are mutually exclusive—you can only use one. 2. Setup Script The setup script executes during the application installation and upgrade processes. It contains SQL statements for creating: Resource Provisioning for Snowpark Container Services The setup script also includes logic for provisioning resources like compute pools. However, these provisioning procedures are executed post-installation to ensure the consumer has granted the necessary privileges. Managing Compute Pools and Privileges Consumer-Controlled Resource Provisioning A foundational principle of the Snowflake Native Apps Framework is that consumers maintain full control over the resources the application accesses. This includes compute resources. Privileges Required To enable an application to provision resources, specific privileges must be requested in the manifest file: Example Privileges in the Manifest File yaml Copy code privileges: – CREATE COMPUTE POOL description: “Enable application to create its own compute pool(s)” – BIND SERVICE ENDPOINT description: “Enables application to expose service endpoints” Note: These privileges are not granted by default. The installation user may need to request them from another user with the appropriate permissions within the organization. By wrapping container services into a Snowflake Native App, developers can: This approach ensures that both providers and consumers retain control over their resources and data, while maximizing the capabilities of Snowflake Native Apps. Managing Privileges and Deploying Services in Snowflake Native Apps Once a Snowflake Native App is installed, consumers can grant the necessary privileges through various supported mechanisms. Here’s an overview of how to configure privileges, deploy services, and manage app components effectively. Granting Privileges 1. Snowsight UI Configuration Snowflake Native Apps with Snowpark Container Services provide a custom Snowsight configuration UI. When privileges are granted via this UI, it triggers the app’s grant_callback procedure specified in the manifest file. This procedure receives a list of privileges as input, making it ideal for initiating resource provisioning, such as creating compute pools. For containerized apps, this is the recommended approach. Example Manifest Configuration: yaml Copy code manifest_version: 1 configuration: log_level: debug trace_level: always grant_callback: setup.grant_callback 2. Streamlit Integration Using Snowflake’s Permissions SDK, developers can create Streamlit-based pop-ups to request privileges. After privileges are granted through the pop-up, resource provisioning can begin. Specify Streamlit as the landing page in the manifest using the default_streamlit field. This configuration allows Streamlit to invoke the necessary resource provisioning procedures. 3. SQL Worksheet Consumers preferring SQL-based interaction can grant privileges and execute resource provisioning procedures directly through the SQL worksheet. Example Grant Callback Procedure: sql Copy code CREATE OR REPLACE PROCEDURE setup.grant_callback(privileges ARRAY) RETURNS STRING AS $$ BEGIN CREATE COMPUTE POOL IF NOT EXISTS backend_compute_pool MIN_NODES = 1 MAX_NODES = 1 INSTANCE_FAMILY = CPU_X64_XS; CALL services.start_backend(‘backend_compute_pool’); RETURN ‘Callback successful’; END; $$; GRANT USAGE ON PROCEDURE setup.grant_callback(ARRAY) TO APPLICATION ROLE app_public; This procedure creates a compute pool and then calls another procedure to set up services within the pool. Deploying Services Once compute pools are created, the application can deploy one or more services. Scenario 1: The App Has All Required Resources If the app has everything it needs, it can directly execute CREATE SERVICE commands in the grant_callback procedure to set up its services. For services requiring warehouses, the app can request the CREATE WAREHOUSE privilege in the manifest and create warehouses as needed. Scenario 2: The App Needs Additional Consumer Resources If the app requires additional objects (e.g., external access integrations or secrets) from the consumer, references can be used. A reference includes a register_callback procedure that binds the required resources. This procedure can also trigger service creation after the reference is bound. Example Register Callback Procedure: sql Copy code CREATE OR REPLACE PROCEDURE v1.register_single_callback(ref_name STRING, operation STRING, ref_or_alias STRING) RETURNS STRING LANGUAGE SQL AS $$ BEGIN CASE (operation) WHEN ‘ADD’ THEN SELECT SYSTEM$SET_REFERENCE(:ref_name, :ref_or_alias); CASE (:ref_name) WHEN ‘external_access_backend_reference’ THEN CALL services.start_service_with_egress(); WHEN ‘secret_reference’ THEN CALL services.start_service_using_secret(); END CASE; WHEN ‘REMOVE’, ‘CLEAR’ THEN SELECT SYSTEM$REMOVE_REFERENCE(:ref_name); ELSE RETURN ‘Unknown operation: ‘ || operation; END CASE; RETURN ‘Operation ‘ || operation || ‘ succeeds.’; END; $$; This procedure: Packaging Service Specifications Service creation requires specification files, which must be included in the app package (typically alongside the manifest.yml). These files define the service

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February 8, 2022in Data, Snowflake
Connected Culture
20Nov

Creating a Connected Workplace Culture

Creating a Connected Workplace Culture: Bridging the Physical and Digital Divide In today’s workplace, fostering genuine employee connection is no longer a luxury—it’s a critical business imperative. With the widespread adoption of remote and hybrid work models, organizations face mounting challenges in creating meaningful employee experiences and cultivating team cohesion. Yet, the need for connection has never been more urgent. The Cost of Disconnection Recent findings reveal a stark reality: over half of U.S. employees report feeling disconnected. This issue extends beyond personal dissatisfaction, becoming a crisis for organizations striving to attract, engage, and retain top talent. Employees who feel connected to their workplace culture are: The Challenge of Distance and Distraction Physical Separation Remote and hybrid work environments have minimized the spontaneous interactions and informal conversations that naturally foster camaraderie. This lack of face-to-face contact can lead to feelings of isolation and fragmented workplace cultures. Technology Overload At the same time, the explosion of workplace apps has created a disorganized digital landscape. With countless tools for HR, benefits, payroll, learning, and more, employees often struggle to navigate an overwhelming maze of applications. This fragmentation not only hinders productivity but also amplifies cognitive overload and decision fatigue, further diminishing the employee experience. So, how can organizations overcome these barriers and build a connected workplace culture in an age of physical distance and digital distractions? Building a Connected Workplace Strategy Connection doesn’t happen by chance. It requires deliberate planning, adaptability, and a deep understanding of the evolving workplace dynamic. Here’s how organizations can take intentional steps toward fostering meaningful connections: 1. Act with Purpose 2. Leverage the Right Tools 3. Prioritize Clear and Open Communication 4. Embrace Feedback 5. Commit to Continuous Improvement Moving Forward: Connection as a Competitive Advantage A connected workplace culture isn’t just about improving employee satisfaction—it’s a strategic advantage that drives engagement, productivity, and retention. By bridging the physical and digital divide with intentional actions and meaningful tools, organizations can foster stronger, more connected teams prepared to thrive in a modern, dynamic work environment. Like Related Posts Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more Top Ten Reasons Why Tectonic Loves the Cloud The Cloud is Good for Everyone – Why Tectonic loves the cloud You don’t need to worry about tracking licenses. Read more

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November 20, 2021in Technology
Salesforce Sales Enablement
02Nov

Customers Re-Evaluate Their Priorities

Compounding factors such as inflation and technological advancements are prompting individuals to reconsider their priorities. While impacting how and where they allocate their finances, it directly impacts businesses as well.. A substantial 62% of consumers have recently reevaluated their priorities, with the cost of living ranking as the primary influencer and obtaining better deals being the most common reason for brand switches. Customers Re-Evaluate Their Priorities and vote with their money. While financial considerations remain a focal point, customers are not solely driven by the pursuit of cost-effectiveness. Other crucial factors include product quality and the overall customer experience. Remarkably, 80% of customers emphasize that the experience provided by a company is as significant as the products and services offered. While companies are burdened by this trend it also emphasizes the need for technology. Marketing automation and personalization. Knowing enough about your customer to reach them with the right message at the right time on the right channel. Enter Salesforce Salesforce Omnichannel is a flexible and customizable Salesforce feature. It helps businesses to seamlessly connect with customers across multiple channels, be they physical stores, email, chat, social media, phone, or SMS. And best of all, anyone can implement the omnichannel approach without coding knowledge! Salesforce Personalization learns everything about your customer and presents them with personalized offers and messaging how they want it when they want it where they want it. Salesforce Marketing Cloud provides marketing automation power. Salesforce Sales Cloud serves customers with ease. Salesforce Data Cloud stores the customer information from all business sources and drives interaction powered by AI. Attitudes Shift Over two years into the global pandemic, a shift in attitudes towards work, home, spending, interactions, and well-being is evident among many Americans. The majority now express a preference for spending on experiences rather than products, with a focus on home-centered activities. Additionally, there is a notable inclination towards in-person interactions rather than substituting them with digital services. This “great rethink” emphasizes that post-pandemic society is unlikely to revert to its previous state. A pivotal aspect of this great rethink is the evolving attitude towards work. While the initial stages of the pandemic saw individuals deprioritizing work due to stress, burnout, and remote work, new economic realities have set in. Customers Re-Evaluate Their Priorities Rising living costs and the possibility of a recession are causing a shift in sentiment, with fewer Americans viewing deprioritizing work as an affordable luxury anymore. Consumer sentiment regarding an improved work-life balance is showing signs of reversal, with the percentage of those feeling they have more time to enjoy today decreasing from nearly 70% in September 2021 to 51% in May 2022. A recent survey conducted by Accenture, encompassing 25,000 consumers across 22 countries, sheds light on how the pandemic has prompted a reevaluation of consumer purchasing behavior. Accenture identifies a segment of consumers called “Reimagined,” representing those who have changed their buying habits across various industries. These consumers expect companies to understand and address their changing needs during disruptive times, with a significant portion expressing disappointment in companies that have not provided adequate support. Considering these insights, Accenture identifies five purchasing motivations that align with consumers’ desires for improved well-being and confidence in the products, services, and companies they engage with. These motivations – health and safety, service and personal care, ease and convenience, product origin, and trust and reputation – carry implications for businesses, including those in the events industry. Impact on Events Applying these motivations to the context of business events, event organizers must prioritize safety protocols, personalize communications, provide digital and hybrid event options, incorporate sustainability practices, and build trust through consistent alignment with organizational values and mission statements. As consumers remain open to new experiences, now is an opportune time for experimentation and innovation within the events landscape. Salesforce to the Rescue If amidst this great re-think you are re-thinking how you do business, contact Tectonic today to learn how Salesforce could be the solution you need. Content updated November 2023. Like Related Posts Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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November 2, 2021in Salesforce
Cloud Managed Services
27May

Page Layout in Salesforce

Page layouts in Salesforce are essential for controlling the arrangement and organization of various elements on object record pages in Salesforce. These elements include buttons, fields, s-controls, Visualforce, custom links, and related lists. Page layouts play a crucial role in determining the visibility, read-only status, and required fields, allowing customization of record pages tailored to user preferences. Required Editions: Page layouts can incorporate s-controls and Visualforce pages, adjusting their size and deciding whether to display labels and scroll bars. Salesforce provides two tools for editing page layouts: the original page layout editor and an enhanced page layout editor. The enhanced editor, enabled by default, offers additional functionality and a user-friendly interface compared to the original editor. Within a page layout, users can access a mini page layout, defining hover details when mousing over a field in the Agent console or Recent Items section in Salesforce Classic. Salesforce automatically generates a default page layout for custom objects, and if unused, Lightning Platform API can still interact with the object or build a custom user interface. Create Page Layouts: Utilize the enhanced page layout editor to tailor record page layouts to meet user needs effectively. Enhanced Page Layout Editor: This tool, enabled by default, enhances the customization of page layouts in Salesforce, the Self-Service Portal, and the Salesforce Customer Portal. It combines the functionality of the original editor with additional features and an improved interface. Assign Page Layouts to Profiles or Record Types: Define which page layouts users see by assigning them based on profiles or record types. Profiles determine the page layout for a user, while the combination of profile and record type determines the displayed layout for a specific object. Edit Multi-Line Layouts for Opportunity Products: Customize columns for displaying or editing items in the Products related list on an opportunity detail page. Configure Fields on Multi-Line Layouts for Opportunity Products: Ensure fields are visible on the Opportunity Product page layout before adding them to the multi-line layout, achieved through the Product related list on an Opportunity object page layout. Customize Related Lists: Tailor buttons, columns, order, and record sort order of related lists on record detail pages in Salesforce and the Salesforce Customer Portal. Customize Standard and Custom Buttons on Page Layouts: When customizing page layouts, control the display and order of both standard and custom buttons. How Page Layout Elements Display in Lightning Experience: Customizations made in Salesforce Classic affect object record pages in Lightning Experience. However, the page elements display differently, with some elements not supported in Lightning Experience. Page Layout Tips: Keep page layouts organized and user-friendly. How Page Layouts Work in the Salesforce Mobile App: Use the enhanced page layout editor to customize object record detail pages, configure actions, and determine field and related list visibility in the Salesforce mobile app. Manage Mobile Cards in the Enhanced Page Layout Editor: Enhance the Mobile Cards section of your page layout with expanded lookups, components, and Visualforce pages to display them as mobile cards in the Salesforce mobile app. Feed-Based Layouts in Salesforce Classic: Feed-based page layouts simplify record work by offering separate views for the record’s feed and its details, including related lists. Salesforce Classic Home Tab Page Layouts: Customize the Home tab in Salesforce Classic by including components like sidebar links, a company logo, a dashboard snapshot, or custom components. Different home page layouts can be assigned to users based on their profiles. Customize Page Layouts with the Original Page Layout Editor: Use the original page layout editor for customizing page layouts in Salesforce, the Self-Service Portal, and the Salesforce Customer Portal. Like1 Related Posts Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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May 27, 2021in Salesforce, Salesforce Development Services
Cloud First
09Jun

A Salesforce Architect’s Thoughts on User Experience

The intersection of Salesforce User Experience (UX) Design and Architecture in the Salesforce ecosystem is making traction. As User Experience Designer and Strategy Designer certifications were launched by Salesforce, architects are increasingly venturing into UX to create comprehensive and well thought out solutions. This collaboration, emphasizing the importance of user experience, has the potential to increase project success through efficient, scalable, and sustainable designs, particularly for Certified Technical Architects (CTAs). User Interaction and Adoption are important considerations for architects, requiring a focus on understanding user interactions to guide effective decisions. The method of creating a user story, showing what the user needs to accomplish, assists the designers in creating solutions that are user friendly By mapping the user journey and data flow through process and journey mapping, architects gain insights into necessary objects, relationships, and high-touchpoint objects influencing Large Data Volumes (LDV). Understanding user expectations informs architects about necessary record ownership changes, conversions, security, and data visibility requirements. Salesforce UX Certifications The recent emphasis on UX design in Salesforce, marked by certifications like Strategy Designer and User Experience Designer, has prompted useful discussions within the Salesforce architect community. Personal experience completing these certifications underscores the importance of architects embracing UX design, especially on the path to becoming a Certified Technical Architect. The incorporation of journey mapping into solution design, as discovered through creating process and journey maps from CTA scenarios, has proven invaluable. The synergy between architects and UX designers manifests as they collaborate to seamlessly integrate visual and technical elements. Thus resulting in cohesive, user-friendly solutions. Despite distinct areas of expertise, both roles converge on considering user needs, business requirements, and personas, fostering pivotal collaboration that ensures functional and aesthetically pleasing systems. A user-centric approach is crucial for architects in solving problems and ensuring holistic solutions. Process mapping facilitates identifying record ownership changes, conversions, security, and data visibility requirements. Higher Probability of Success is achieved by considering the users’ interactions. Building solutions that prioritize simplicity, reducing project complexity and enhancing user understanding. Performance, Scalability, and Usage must be factored into architectural considerations. Architects need to understand system usage, scalability needs, and performance to create efficient systems capable of handling increased usage. Additionally, architects should prioritize efficiency by identifying large data volume objects and designing for scalability. Return on Investment (ROI) through Sustainability is a key factor for project success. Architects should consider both adoption and sustainable design, ensuring long-term value. ROI-driven decisions should permeate the design process. Minimizing potential rework and supporting evolving technology and business requirements. Salesforce UX in Design Process Incorporating user experience design early in the design process enhances project success by avoiding costly redesigns and ensuring the final product meets user needs. Architects must prioritize sustainability. Then they can create designs that maximize ROI and provide long-term value to the organization. User experience design is integral for architects. While providing a framework for understanding user interactions and optimizing the Salesforce solutions the arcitects design and build. Embracing UX design and collaborating effectively, architects can create systems that are not only functional and efficient but also intuitive and enjoyable to use. When designing custom Salesforce solutions, the architect should always consider the end user. At Tectonic, our entire team of Salesforce consultants focus on delivering an application that meets everyone’s expectations. Contact us today. Like1 Related Posts Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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June 9, 2020in Salesforce, Salesforce Development Services, Salesforce Managed Services, Salesforce Manufacturing Automotive Energy, Salesforce Public Sector Solutions
09Oct

Box and Salesforce Integration

What is Box and Salesforce integration? Together, Box and Salesforce integration bring you seamless solutions that make it easy for teams to securely collaborate on the most critical content in Box, without leaving Salesforce. It easily connects with other Apps to share and store the data. Box allows users to create, edit, update, and share files/folders with Salesforce. It has a highly secured authentication process and a customizable user permission to access the files/folders. Your teams and customers expect amazing digital experiences, no matter what tools they use — which means you must deliver a consistent content experience across every app. Together, Box and Salesforce bring you seamlessly integrated solutions. The result? Better customer engagements, faster resolution on support cases, and seamless signatures so organizations can quickly go from quote to cash. Content is at the core of business today — and a driving force for your sales teams. Our integration empowers sales reps to collaborate on content directly in Salesforce, while your organization’s documents are centralized in Box to streamline processes, engage customers, and accelerate sales cycles. With Box for Salesforce, account teams can easily and securely access and share relevant files from any device, no matter if they’re at home, in the office, or out in the field. Like Related Posts Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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October 9, 2019in Data, Google, Salesforce, Salesforce Managed Services

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