nfcompose
airbyte
nfcompose | airbyte | |
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6 | 140 | |
32 | 14,217 | |
- | 3.5% | |
8.9 | 10.0 | |
18 days ago | 3 days ago | |
Python | Python | |
Mozilla Public License 2.0 | GNU General Public License v3.0 or later |
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nfcompose
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Implementing system-versioned tables in Postgres
I have implemented this for our tool NF Compose that allows us to build REST APIs without writing a single line of code [0]. I didn't go the route of triggers because we generate database tables automatically and we used to have a crazy versioning scheme that was inspired by data vault and anchor modelling where we stored every change on every attribute as a new record.
Sounded cool, but in practice it was really slow. The techniques that are usually employed by Data Vault to fix this issue seemed too complex. Over time we moved to an implementation that handles the historization dynamically at runtime by generating SQL queries ourselves [1]. On a sidenote: Generating SQL in python sounds dangerous, but we spent a lot of time on making it secure. We even have a linter that checks that everything is escaped properly whenever we are in dev mode [2]
[0] https://github.com/neuroforgede/nfcompose/
- Show HN: NF Compose – An API to Build/Generate REST APIs
- GitHub - neuroforgede/nfcompose: Build REST APIs/Integrations in minutes instead of hours
- GitHub - neuroforgede/nfcompose: NF Compose is a (data) integration platform that allows developers to define REST APIs in seconds instead of hours. Generated REST APIs are backed by postgres and support automatic consumer notifications on data changes out of the box.
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NF Compose – define REST APIs in seconds instead of hours
As part of our services we also provide support for building integrations between (our) systems and external systems. As we didn't want to keep building the same REST APIs every time, we set out to build a standardized data integratin platform that allows for a quick way to generate user specified REST API definitions via a REST API. This has become NF Compose (https://github.com/neuroforgede/nfcompose).
- Show HN: NF Compose – define REST APIs in seconds instead of minutes
airbyte
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Launch HN: Bracket (YC W22) – Two-Way Sync Between Salesforce and Postgres
I'l also give a shout-out to Airbyte (https://airbyte.com/), with which I've had some limited success with integrating Salesforce to a local database. The particular pull for Airbyte is that we can self-host the open source version, rather than pay Fivetran a significant sum to do this for us.
It's an immature tool, so I don't yet know that I can claim we've spent _less_ than Fivetran on the additional engineering and ops time, but it feels like it has potential to do so once stabilized.
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Who's hiring developer advocates? (October 2023)
Link to GitHub -->
- All the ways to capture changes in Postgres
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Airbyte API and Terraform Provider – available in open source
When it says "available in open source", is that under the main airbyte repo's licensing [1], hence primarily licensed under the Elastic License v2 and therefore not typically considered open source by many?
Airbyte has previous of advertising their offering as open source while not really being as per the OSD[2]. This has been raised with them previously but without response [3][4]. They've also been extending their use of ELv2, recently moving many of their existing MIT licensed connectors to be ELv2 [5].
[1] https://github.com/airbytehq/airbyte/blob/master/LICENSE
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Need help moving 16gb of mongodb data to tableau
As possible solution, I can suggest Airbyte(https://airbyte.com/). it's more performant than generic python script.
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Connecting data sources to Xata with Airbyte and Zapier integrations
Airbyte, an open-source data integration engine that offers hundreds of connectors with data warehouses and databases, has gained popularity for its seamless integration and data syncing capabilities. Xata's integration with Airbyte offers a streamlined data ingestion process from any Airbyte input source directly into your Xata database.
- Data replication from postgresql to MSSQL
- Testing
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Is it impossible to contribute to open source as a data engineer?
You can try and contribute some new connectors/operators for workflow managers like Airflow or Airbyte
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airbyte VS cloudquery - a user suggested alternative
2 projects | 2 Jun 2023
What are some alternatives?
retake - PostgreSQL for Search [Moved to: https://github.com/paradedb/paradedb]
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
sgr - sgr (command line client for Splitgraph) and the splitgraph Python library
dagster - An orchestration platform for the development, production, and observation of data assets.
frappe - Low code web framework for real world applications, in Python and Javascript
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
nfcompose-examples
meltano
webhooks-bridge - A simple webhook receiver that filters, transforms and forwards webhooks
jitsu - Jitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for modern data teams. Set-up a real-time data pipeline in minutes, not days
drizzle-pg-notify-audit-table - example project of using pg-notify and custom trigger for audit table
spark-rapids - Spark RAPIDS plugin - accelerate Apache Spark with GPUs