Bridging the Gap Between Snowflake and Esri

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Bridging the Gap Between
Snowﬂake and Esri

Meet the Presenters
Sanae
Mendoza
Customer Solutions
Specialist
Dan
Minney
Customer Solutions
Specialist

Welcome to Livestorm.
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Agenda
1 Introduction
2 FME Platform Overview
3 Data Migration & Synchronization
4 Visualizing Snowﬂake Spatial Data
5 Bey...

Poll:
How do you currently
integrate data between
Snowﬂake and Esri?

1
Introduction

Unlock seamless integration
between Snowﬂake and Esri
using FME.

Flash
Demo

● Organizations increasingly need to
combine geospatial intelligence with
enterprise-scale data warehousing
● Performance,...

Poll:
Which FME capability is
most valuable for you with
Snowﬂake/Esri?

Snowﬂake Strengths
● Scalability & storage
● Integration with enterprise data
● Avoid performance slowdowns with
enterpris...

There is a better way, with FME!
FME bridges the gap between
systems with powerful,
format-aware automation that
makes com...

2
FME
Platform
Overview

The only All-Data, Any-AI Platform.
FME Form FME Flow
Data Movement and transformations
(“ETL”) workﬂows are built here.
B...

With 500+ supported data types in FME.
Unrivalled Data Support
GIS
CAD
Database
XML
Raster
3D
BIM
Web
Point
Cloud
Cloud
Bi...

All Data. Any AI.
All Data Velocities
Batch (ETL, Reverse ETL, ...)
Event ( BPA, RPA, ...)
Stream
All Data Locations
Any C...

● ArcGIS Feature Services
○ ArcGIS Online, Enterprise
(Portal), Server
● File Geodatabase
● Shapeﬁle
● ArcSDE
Esri Integra...

● Esri ArcGIS Connector Package
○ ArcGISOnlineConnector
○ ArcGISAttachmentConnector
○ ArcGISBranchVersionManager
Esri Inte...

● Snowﬂake Reader & Writer
● Bulk Insert capability for large data
loads
● Leverage Snowﬂake SQL statements
● Authenticati...

3
Data Migration &
Synchronization

Why Synchronization Matters
● Orgs are shifting to cloud platforms to take
advantage of their scalability & performance
● ...

The Challenge
● Bulk transfers between Esri and Snowﬂake
are not straightforward
○ Esri datasets often come with geometry,...

Demo

● Use the ChangeDetector to easily perform CDC within FME
● Use Bulk Mode if possible
● Deploy FME close to the data
● Nex...

4
Visualizing
Snowﬂake
Spatial Data

The Challenge
● Snowﬂake excels at storing and analyzing massive spatial datasets
● It’s not built as a cartography tool /...

Key Components
● FME migrates data from
Snowﬂake to Esri in the correct
schema
● Optimize queries - only send the
data tha...

Slide Title
Organizations
want to visualize
their Snowﬂake
spatial data
Goal Block Key
Visualizing Snowﬂake Spatial Data
R...

Demo

● Snowﬂake spatial data is easily
visualized in a live AGOL
dashboard
Outcomes

5
Beyond Tables:
Migrating
Documents

The Challenge
● Business-critical data often comes in documents, images, and attachments
● ArcGIS supports attachments acr...

Key Components
● ArcGISAttachment Connector
○ Easily manage attachments in ArcGIS Online & ArcGIS Portal
○ Actions: Add, D...

Slide Title
Migrate
attachments
from ArcGIS
Online to
Snowﬂake Stage
Goal Block Key
Migrating Documents from Esri to Snowﬂ...

Demo

● ArcGISAttachmentConnector
○ Powerful tool for listing
attachment details and
downloading ﬁles
● SQLExecutor
○ Easily lev...

6
Integrating SQL
with Snowﬂake
and Esri

Types of SQL Integration in a Workflow
● Snowflake Reader with WHERE clause
● Snowflake Reader/Writer with SQL To Run Before/...

Why Pushdown Matters
(AKA “Let the Database do the Work”)
● Pushdown = run ﬁlters directly in
Snowﬂake
● Avoids loading fu...

SQLExecutor for
Mid-Workﬂow Joins
● Ideal for advanced ﬁltering and
summarizing
● Accepts dynamic input (e.g. list of
cust...

H3 Spatial Aggregation
● Uses Snowﬂake's built-in
H3 functions
● Group points into hex cells
for faster mapping
● Aggregat...

Slide Title
Use Esri buffer
geometry to analyze
Snowﬂake customer
behavior
Goal Block Key
Filtering and Aggregating Snowﬂa...

Demo

● Spatial ﬁltering with SQL reduces data volume
● SQLExecutor aggregates and enriches attributes
● FME joins Snowﬂake data...

7
Conclusion

Summary
● FME bridges Esri & Snowflake using flexible, spatially
aware SQL workflows
● SQL logic is placed strategically to r...

30+
30K+
128
140+
25K+
years of solving data
challenges
FME Community
members
countries with
FME customers
organizations w...

8
Resources

Resources
● Working with Esri ArcGIS Feature
Services in FME
● How to Use the
ArcGISAttachmentConnector
● Using FME and th...

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8
Next Steps

We’d love to help you get
started.
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9
Q&A

ThankYou
Recap of Next Steps
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