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Copy file name to clipboardExpand all lines: vignettes/gwas2020.Rmd
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### Error messages are more informative
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Previously if a query to the database failed it didn't give a reason, hopefully there is more clarity regarding what is happening now. You can also check the status of the server here: https://gwas-api.mrcieu.ac.uk/
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Previously if a query to the database failed it didn't give a reason, hopefully there is more clarity regarding what is happening now. You can also check the status of the server here: https://api.opengwas.io/api/
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### Easier programmatic access to the database
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We are trying to make it as flexible as possible to access the data. The TwoSampleMR R package was previously the only programmatic way to access the data, now we have the following options:
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-[ieugwasr R package](https://mrcieu.github.io/ieugwasr/): All the TwoSampleMR functions that access the data are done by calling this package now. It is a simple wrapper around the API that controls access to the database.
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-[ieugwaspy python package](https://github.com/MRCIEU/ieugwaspy/): Similar functionality to ieugwasr (Under construction).
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-[API](https://gwas-api.mrcieu.ac.uk/): You can use the API directly, e.g. for building your own services or applications.
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-[API](https://api.opengwas.io/api/): You can use the API directly, e.g. for building your own services or applications.
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### Local LD operations
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## Key links
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- The IEU GWAS database: https://gwas.mrcieu.ac.uk
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- API to the IEU GWAS database: https://gwas-api.mrcieu.ac.uk
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- API to the IEU GWAS database: https://api.opengwas.io/api/
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- ieugwasr package, for R access to the API: https://mrcieu.github.io/ieugwasr/
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- ieugwaspy package, for python access to the API: https://github.com/MRCIEU/ieugwaspy/ (Under construction)
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- gwasvcf package, R interface to GWAS VCF files: https://mrcieu.github.io/gwasvcf/
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