Timeflow Systems
We Help Businesses Implement Cloud Hosted Data & Analytics Platforms

Build & Run

Build cloud hosted data and analytics platforms using open source & cloud native tooling

View More

SaaS Platform

Our all in one, low-code platform for working with real time data

View More

Learn

Our environment for helping Data Engineers level up their skills

View More

Subscribe To Our Latest Thinking On Cloud Based Data & Analytics

Latest

Sep
15
Understanding The Load And Performance Of Your Snowflake Warehouse

Understanding The Load And Performance Of Your Snowflake Warehouse

Due to its focus on simplicity and the SaaS delivery model,  Snowflake has relatively few options for understanding and then
5 min read
Sep
14
Timeflow SaaS - A Low Code Alternative To Flink or Kafka Streams

Timeflow SaaS - A Low Code Alternative To Flink or Kafka Streams

We believe that streaming data is going to be a huge focus for businesses over the coming years, with more
1 min read
Sep
14
Building A DBT Model In Snowflake

Building A DBT Model In Snowflake

We have written about DBT extensively on the site, explaining how it helps to implement a repeatable developer lifecycle around
1 min read
Sep
10
Why Doesn't Snowflake Enforce Referential Integrity

Why Doesn't Snowflake Enforce Referential Integrity

Referential Integrity is the mechanism by which a database helps to ensure that primary/foreign key references within data remain
3 min read
Sep
09
Best Practices For Staging Data Into Snowflake

Best Practices For Staging Data Into Snowflake

Much of the work of a Snowflake data engineer is in loading and transforming their data into Snowflake tables.  Though
2 min read
Sep
09
The Difference Between Snowflake Stage Types

The Difference Between Snowflake Stage Types

When we load data into Snowflake, we will typically follow a two step process: Upload the data from your source
3 min read
Sep
07
Administering Kafka Topics & Partitions

Administering Kafka Topics & Partitions

In this guide, we will aim to demonstrate the following: Build familiarity with the Kafka command line tools List, create
4 min read
Sep
07
Core Concepts Of Kafka

Core Concepts Of Kafka

As discussed in a previous article, Kafka is the industry standard platform for streaming real time data between applications and
2 min read
Sep
06
From Spark To Databricks

From Spark To Databricks

As discussed in a previous article, Spark is the leading open source platform for processing and working with big data.
2 min read
Sep
06
How DBT Helps Data Engineers Work Like Software Engineers

How DBT Helps Data Engineers Work Like Software Engineers

In a previous article, we introduced DBT, an open source tool that data engineers can use to transform data directly
3 min read