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pygrametl VS Singer

Compare pygrametl VS Singer and see what are their differences

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pygrametl logo pygrametl

ETL programming in Python

Singer logo Singer

Simple, Composable, Open Source ETL
Not present
  • Singer Landing page
    Landing page //
    2019-09-08

pygrametl videos

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Singer videos

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30 Day Vocal Transformation | Horrible Singer Learns to Sing + SINGR Review

More videos:

  • Review - Does 30 Day Singer Actually Work? Before and After Video
  • Review - Porsche 911 Reimagined by Singer: Henry Catchpole’s Definitive Road Review | Carfection 4K

Category Popularity

0-100% (relative to pygrametl and Singer)

pygrametl

Singer

Data Integration
46 46%
Data Integration
54% 54
ETL
48 48%
ETL
52% 52
Open Source
45 45%
Open Source
55% 55
Sales Tools
100 100%
Sales Tools
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare pygrametl and Singer

pygrametl Reviews

10 Best Open Source ETL Tools for Data Integration
An open-source data integration ETL tool, Pygrametl is a Python framework that offers commonly used functionality for executing ETL processes. It supports coding to run any ETL-based phase for managing and processing data. As the tool is compatible with both CPython and Jython, existing Java code and JDBC drivers can be used in the ETL program. Although coding for ETL phases...
Source: testsigma.com

Singer Reviews

Best ETL Tools: A Curated List
Older framework: Singer flourished while Stitch was doing well. But after it was acquired by Talend, which then got acquired by Qlik, it is buried as one of three overlapping tools inside Qlik. Meltano is a newer Singer-based framework that is continuing to grow. If you’re committed to Singer, you should evaluate it.
Source: estuary.dev
10 Best Open Source ETL Tools for Data Integration
One thing to keep in mind is that Singer is a script-based ETL tool; you have to write specific codes to perform ETL duties. Data extraction scripts are called ‘tags,’ and data loading scripts are termed ‘targets.’ These scripts can be run in any sequence or combination to execute the ETL processes of your choice. Singer further allows you to create your own tags and targets...
Source: testsigma.com
11 Best FREE Open-Source ETL Tools in 2024
Some Open-Source ETL Tools have a command line interface. Singer is one such tool that uses a command-line interface to allow users to build modular ETL Pipelines using its “Tap” and “Target” modules. Singer provides a framework that allows users to connect data sources to storage locations directly.
Source: hevodata.com
Top 10 Popular Open-Source ETL Tools for 2021
Some Open-Source ETL Tools have a command line interface. Singer is one such tool that uses a command-line interface to allow users to build modular ETL Pipelines using its “Tap” and “Target” modules. Singer provides a framework that allows users to connect data sources to storage locations directly.
Source: hevodata.com
Top ETL Tools For 2021...And The Case For Saying "No" To ETL
As with Fivetran, Airbyte integrates with dbt for transformations, making it an ELT tool. However, contrary to Singer, Airbyte uses one single open-source repo to standardize and consolidate all developments from the community, leading to higher quality connectors. They built a compatibility layer with Singer so that Singer taps can run within Airbyte.
Source: blog.panoply.io

Social recommendations and mentions

Based on our record, Singer seems to be more popular. It has been mentiond 7 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

pygrametl mentions (0)

We have not tracked any mentions of pygrametl yet. Tracking of pygrametl recommendations started around Feb 2024.

Singer mentions (7)

  • Why do companies still build data ingestion tooling instead of using a third-party tool like Airbyte?
    Coincidently, I saw a presentation today on a nice half-way-house solution: using embeddable Python libraries like Sling and dlt - both open-source. See https://www.youtube.com/watch?v=gAqOLgG2iYY There is also singer.io which is more of a protocol than a library, but can also be installed although it looks like it is a true community effort and not so well maintained. Source: over 1 year ago
  • Data sources episode 2: AWS S3 to Postgres Data Sync using Singer
    Singer is an open-source framework for data ingestion, which provides a standardized way to move data between various data sources and destinations (such as databases, APIs, and data warehouses). Singer offers a modular approach to data extraction and loading by leveraging two main components: Taps (data extractors) and Targets (data loaders). This design makes it an attractive option for data ingestion for... - Source: dev.to / about 2 years ago
  • CDC (Change Data Capture) with 3rd party APIs
    Or you could build your own such system and run it on Airflow, Prefect, Dagster, etc. Check out the Singer project for a suite of Python packages designed for such a task. Quality varies greatly, though. Source: over 2 years ago
  • Looking to build a database for BI reports
    This is good advice and I think Airbyte created a great product here. I tried singer.io and pipewise but Airbyte is much better in my opinion and I love the UI. Source: almost 4 years ago
  • Recommendation for approach for populating and refreshing new data lake
    Suspect my question should have been regarding FREE systems, rather than BUYING a system. Sounds like singer.io will do what I need. Source: about 4 years ago
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What are some alternatives?

When comparing pygrametl and Singer, you can also consider the following products

Scriptella - Scriptella is an open source ETL (Extract-Transform-Load) and script execution tool written in Java.

Apache Camel - Apache Camel is a versatile open-source integration framework based on known enterprise integration patterns.

Apache Kafka - Apache Kafka is an open-source message broker project developed by the Apache Software Foundation written in Scala.

WinPure Clean & Match - WinPure Clean & Match is the worlds best data cleansing & data matching software for sophisticated matching, cleansing and deduplication.

Talend Open Studio - Connect to any data source in batch or real-time, across any platform. Download Talend Open Studio today to start working with Hadoop and NoSQL.

CloverDX - CloverDX is a data integration platform for designing, automating and operating data jobs at scale.

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