Open Source Python ETL Tools
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Python ETL Tools
View 156 business solutionsBrowse free open source Python ETL Tools and projects below. Use the toggles on the left to filter open source Python ETL Tools by OS, license, language, programming language, and project status.
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Cloud data warehouse to power your data-driven innovationBigQuery Studio provides a single, unified interface for all data practitioners of various coding skills to simplify analytics workflows from data ingestion and preparation to data exploration and visualization to ML model creation and use. It also allows you to use simple SQL to access Vertex AI foundational models directly inside BigQuery for text processing tasks, such as sentiment analysis, entity extraction, and many more without having to deal with specialized models.
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AWS Data Wrangler
Pandas on AWS, easy integration with Athena, Glue, Redshift, etc.
An AWS Professional Service open-source python initiative that extends the power of Pandas library to AWS connecting DataFrames and AWS data-related services. Easy integration with Athena, Glue, Redshift, Timestream, OpenSearch, Neptune, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON, and EXCEL). Built on top of other open-source projects like Pandas, Apache Arrow and Boto3, it offers abstracted functions to execute usual ETL tasks like load/unload data from Data Lakes, Data Warehouses, and Databases. Convert the column name to be compatible with Amazon Athena and the AWS Glue Catalog. Run a query against AWS CloudWatchLogs Insights and convert the results to Pandas DataFrame. Get QuickSight dashboard ID given a name and fails if there is more than 1 ID associated with this name. List IAM policy assignments in the current Amazon QuickSight account. -
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Ethereum ETL
Python scripts for ETL (extract, transform and load) jobs for Ethereum
Python scripts for ETL (extract, transform and load) jobs for Ethereum blocks, transactions, ERC20 / ERC721 tokens, transfers, receipts, logs, contracts, internal transactions. Data is available in Google BigQuery. Ethereum ETL lets you convert blockchain data into convenient formats like CSVs and relational databases. -
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Datapipe
Real-time, incremental ETL library for ML with record-level depend
Datapipe is a real-time, incremental ETL library for Python with record-level dependency tracking. Datapipe is designed to streamline the creation of data processing pipelines. It excels in scenarios where data is continuously changing, requiring pipelines to adapt and process only the modified data efficiently. This library tracks dependencies for each record in the pipeline, ensuring minimal and efficient data processing.">
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MyDBF2MySQL
Extract, transform, and load DBF into MySQL
This is an ETL software which loads data from DBF/XBase files into MySQL. This utility has command line interface, designed to work without user interaction.">
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Teradata VantageCloud Enterprise is a data analytics platform for performing advanced analytics on AWS, Azure, and Google Cloud.VantageCloud is the complete cloud analytics and data platform, delivering harmonized data and Trusted AI for all. Built for performance, flexibility, and openness, VantageCloud enables organizations to unify diverse data sources, run complex analytics, and deploy AI models—all within a single, scalable platform.
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Data Migrator for Oracle
Migrate/Copy your data between Oracle database and 13 major DBs.
Command line data Copy/Migration tool for Oracle. Supports Oracle 7.3, Oracle 8i, Oracle 9i, Oracle 10G, Oracle 11G and 13 major databases. 1. Exadata 2. Sybase ASE 3. Informix Innovator C 4. Sybase SQL Anywhere 5. DB2 UDB 6. CSV 7. SQLServer 8. MariaDB 9. Sybase IQ 10. PostgreSQL 11. MySQL 12. Informix IDS 13. TimesTen -
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Parse, analyze and -- most importantly -- use COBOL data definitions. This gives you access to COBOL data from Python programs. Write data analyzers, one-time data conversion utilities and Python programs that are part of COBOL systems. Really.
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CSV*Extractor Pro (Windows command line)
Spool you scalar data in CSV format from 14 major Databases.
Command line tool for data export from major relational data stores (RDBMS). DB2 Advanced Enterprise Server DB2 Advanced Workgroup Server DB2 Developer Edition DB2 Enterprise Server DB2 Express DB2 Express C DB2 Workgroup Server Exadata Infobright Informix IDS Informix Innovator C MariaDB MySQL Oracle Oracle XE PostgreSQL SAP Sybase ASE SQL Lite SQL Server Enterprise SQL Server Express Sybase IQ Sybase SQL Anywhere TimesTen -
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CSV*Extractor for RDBMS (command line)
Extract table data is CSV format from 14 databases.
Spools data for a given query or table from 14 databases. Windows command-line application. -
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CSV*Loader PRO (Windows command line)
Loads CSV file to14 databases
Windows command line tool for CSV data load to 14 relational stores. -
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CSV*Loader for Oracle
Simplified CSV turbo loader to Oracle
Tired of writing control files? No problem! CSV*Loader will generate control file for SQL*Loader. Too slow? No problem! CSV*Loader turbo mode may load it 10x faster to your Oracle database than your good old Perl::DBI script. -
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# CSV Splitter Uma ferramenta para dividir arquivos CSV em múltiplos arquivos com base na quantidade de registros especificada, mantendo a integridade dos dados e permitindo configurações de charset, separador e formatação. Ideal para lidar com grandes arquivos CSV que precisam ser fragmentados para melhor manuseio e processamento. ## Funcionalidades - **Divisão de CSV**: Divide o arquivo original em múltiplos arquivos CSV, com o número de registros por arquivo definido pelo usuário. - **Detecção Automática de Charset e Separador**: O charset e o separador do arquivo de origem podem ser detectados automaticamente ou especificados manualmente. - **Configuração de Destino Personalizável**: Permite definir charset e separador de destino. - **Formatação de Dados**: Formatação opcional para os padrões BR, EUA, EU e UK, com exemplos para ajudar na escolha do formato desejado. - **Interface Gráfica Intuitiva**: Interface com `Tkinter`, incluindo barra de progresso e log do proc
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Data Migration Tools for RDBMS
DataMigrator for 14 major databases
Touch and go Windows command line data migration tool for 14 databases: 1. Sybase ASE 2. Informix Innovator C 3. Sybase SQL Anywhere 4. DB2 UDB 5. SQLServer 6. MariaDB 7. Sybase IQ 8. PostgreSQL 9. MySQL 10. Informix IDS 11. TimesTen 12. Oracle 13. SQL Lite 14. Exadata -
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Data Spooler For Oracle #SaveUkraine
Simplified turbo spooler for Oracle.
#SaveUkraine #StopRussia #FreeUkraine #StopPutin #CrimeaIsUkraine #UnitedForUkraine #RussiaInvadedUkraine Exports/Spools scalar data on disk for a given Oracle table. Turbo mode spools 5x faster. -
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Data Spooler for SQLServer #SaveUkraine
Extracts table or query data from SQL Server 2005, 2008, 2012
#SaveUkraine #StopRussia #FreeUkraine #StopPutin #CrimeaIsUkraine #UnitedForUkraine #RussiaInvadedUkraine Spools/extracts/dump table or query data from SQL Server 2015, 2008,2012. Serial spool creates single dump file. Turbo mode offers 5x spool performance improvement. Sharded turbo more creates multiple files. -
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DataCopy For SQLServer
Data Copy tool for SQL Server and Oracle
Migrate your data from SQLServer to Oracle without creating single dump file. Input is a SQLServer query file defining dataset you want to copy to Oracle. Target table has to exist for copy to go through. Turbo mode offers 5x copy performance improvement. -
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DataMule
Extract-Copy-Load (ECL) tool for 14 databases.
Extract, Copy and Load operations for: 1. Sybase ASE 2. Informix Innovator C 3. Sybase SQL Anywhere 4. DB2 UDB 5. SQLServer 6. MariaDB 7. Sybase IQ 8. PostgreSQL 9. MySQL 10. Informix IDS 11. TimesTen 12. Oracle 13. SQL Lite 14. Exadata Total 224 data copy vectors. CSV -> DB. DB->DB DB->CSV -
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Drop is a graphical interface for the GPL project Wets (hosted in SourceForge). Wets is an ETL software.
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PDF*Merger for Windows
Merge/concatenate PDF files into one PDF file
Merge your PDF files for upload to reporting engine or other needs. Command line, win32 Written in Python. Compiled with PyInstaller. -
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SQLServer ->SQLServer Data Migrator
Copy data between your SQLServer instances
Ad-hoc data replication for SQLServer 2005,2008,2010 and 2012. Touch-and-go design requires you to provide just login info, query file with your SQL and target table name. -
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TabZilla
Ad-hoc data replication for Oracle database.
#FreeUkraine #SaveUkraine #StopRussia #StopPutin #CrimeaIsUkraine #UnitedForUkraine #RussiaInvadedUkraine UI written using wxPython. Allows you, to copy tables between Oracle databases using drag-n-drop interface. AKA filezilla, but for tables, not files. -
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Pypes is a framework which allows users to break complex data processing logic down into a series of smaller less complex tasks. These tasks, referred to as components, can then be connected so that the output of one becomes the input to another.
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