Rikesh Gupta’s Post

🐘 The spatial SQL ecosystem has never been so full, and more and more tools are supporting spatial SQL from modern analytical databases and data warehouses to more traditional database systems. Here are all the tools supporting spatial SQL today. (link in comments) 🌐 PostGIS - Open source, extensive functions 📦 SpatiaLite - Lightweight, SQLite spatial extension 💾 MySQL - Common, Oracle-maintained, relational 🌟 Oracle Database - Proprietary, enterprise-grade spatial support 🏢 Microsoft SQL Server - Comprehensive, enterprise spatial database 🔍 Informix Spatial DataBlade - IBM-owned, early spatial database 🖥️ IBM Db2 - Robust, enterprise spatial features 📚 Databricks - Spark-based analytics platform ☁️ AWS Redshift - Cloud-based, large-scale data warehouse 📊 GCP BigQuery - Scalable, cloud data warehouse ❄️ Snowflake - Cloud data warehouse, native geometry ⚡ Apache Spark - Big data processing leader 🔗 Apache Sedona (GeoSpark) - Extends Spark, supports geometry 🦆 DuckDB - No-dependency, columnar-vector execution 📍 Apache Pinot - Real-time analytics, SQL support 🌀 Presto - Distributed SQL query engine 🎯 Trino - Presto fork, parallel processing Let me know which tools you are excited about and want to use this coming year, and what types of resources would be helpful in learning these tools! #gis #moderngis #geospatial #spatialsql #postgis #bigquery #snowflake #redshift #duckdb #trino #prestodb #databricks #sql #dataengineering #spatialanalytics

Proud to announce my completion in using databases! I have learned so much about SQL and how to build and navigate databases. It has been an amazing experience that has really helped me understand how much power and scalability it offers. #SQL #Databases #DataManagement

Even though I personally use only a handful of these services/products, it's super exciting to see the development of so many tools, both free and paid. I can't count the number of times I overclocked my machine, hoping that the processing script I just wrote didn't crash everything. Now, with cloud computing and data warehouses, I think we'll be waving goodbye to those situations soon, fingers crossed. #spatialsql #geospatial #cloudcomputing #datawarehousing

Choosing the right database for a particular use case requires a couple of things beforehand to make the right decision- Reasons for SQL: Structured data Strict schema Relational data Need for complex joins Transactions Clear patterns for scaling More established: developers, community, code, tools, etc Lookups by index are very fast Reasons for NoSQL: Semi-structured data Dynamic or flexible schema Non-relational data No need for complex joins Store many TB (or PB) of data Very data-intensive workload Very high throughput for IOPS #Database #DataEngineering #AWS #Azure #OLTP #OLAP #Redshift #DynamoDB #S3 #AzureSynapse #SQLDatabase #CosmosDB #BlobStorage #SQL #Hbase #HDFS #MySQL #Oracle #PostgteSQL #Snowflake #Hive #Cassandra

MongoDB aggregation pipelines are a powerful way to transform and analyze data. Today, I'm sharing a basic aggregation example that groups data and calculates an average. #MongoDB #SQL

Redefining database architecture with #NebulaGraph Enterprise v5.0, the first distributed #graph database with native #GQL support. See what we're bringing to the table here: https://lnkd.in/eyKPiGVd #NebulaGraphDB

Redefining database architecture with #NebulaGraph Enterprise v5.0, the first distributed #graph database with native #GQL support. See what we're bringing to the table here: https://lnkd.in/eyKPiGVd #NebulaGraphDB

SQL or NoSQL? Face-off Which database is best for your distributed systems? 🤔 This breakdown examines their key differences and similarities, from pricing to scalability to schema structure. See which platform best suits your organizational needs. 👨💻 As your databases scale, retaining high performance and flexibility is critical. Mafiree experts help businesses optimize data infrastructure for growth, leveraging our deep experience deploying and managing SQL and NoSQL databases. Contact us to discuss your unique requirements. #NoSQL #SQL #DatabaseComparison #Schema #Scalability #DistributedSystems #DatabaseModel #DataInfrastructure #DataManagement #Mafiree #DatabaseExperts #DatabaseScaling

🚀 SQL: The Unquestioned Monarch of Databases 👑 In the ever-evolving world of technology, there’s one constant: the enduring reign of SQL as the backbone of data management. As databases continue to expand and diversify—MySQL, PostgreSQL, MongoDB, Oracle DB, and beyond—they all pay homage to the structured query language that forms the foundation of modern data operations. SQL’s unparalleled power and versatility have made it the cornerstone of everything from small-scale applications to enterprise-level systems. Its syntax may be simple, but its impact is profound, driving innovation, enabling data-driven decision-making, and powering the next generation of digital solutions. #SQL #Databases #DataScience #Technology #Innovation #DataManagement

Build complex SQL queries effortlessly and visualize your data like never before. Whether you're a seasoned developer or new to SQL, our intuitive interface makes query creation a breeze. Explore the possibilities and streamline your data interactions. Click here to take a closer look at DBHawk's SQL Query Builder: https://lnkd.in/esM53vVp #AzureSQL #SQLServer #AzureDatabase #DatabaseManagement #AzureData #CloudDatabase #sql #database #devops #azureadfs #Azure #azuresynapsedatabase #DataCommunity