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taxon num_reads_raw1 num_reads_raw2 num_reads_clean1 num_reads_clean2 kraken_human kraken_human_dehosted meanbaseq_trim assembly_mean_coverage number_N number_Degenerate assembly_length_unambiguous_min assembly_length_unambiguous_max percent_reference_coverage vadr_num_alerts | ||
sars-cov-2 100000 100000 100000 100000 20 20 30 100 5000 1 25000 30000 83 0 | ||
HIV 100000 100000 100000 100000 20 20 30 100 | ||
WNV 100000 100000 100000 100000 20 20 30 100 | ||
MPXV 100000 100000 100000 100000 20 20 30 100 | ||
flu 100000 100000 100000 100000 20 20 30 100 |
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docs/assets/metadata_formatters/Terra_2_NCBI-SC2WW-metadata-2025-01-10.xlsx
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# Workflow Failure Philosophy | ||
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## Our Approach to Workflow Failures | ||
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At Theiagen, **we believe our workflows should only fail because of technical issues, not because of poor quality data**. Our goal is to create workflows that can handle data in any condition and still provide meaningful results, _especially_ if that data isn’t perfect. | ||
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### What You Can Expect | ||
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- **Your workflow will keep running, even with imperfect data** | ||
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_**Data quality shouldn't cause failures**_. Poor or incomplete data should never stop your workflow. Instead, the workflow will process it and (hopefully!) provide meaningful outputs, which can include blank results or messages indicating the value could not be generated. | ||
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- **Your workflow will provide useful feedback, not errors** | ||
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If an issue arises in your data, such as missing or invalid data in a template control, you can know that any _**workflow failures are due to underlying programmatic issues**_, not your data. | ||
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- **You’ll gain a better understanding of your data** | ||
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Since poor-quality data will not cause workflow failures, the _**relevant QC results will be available as output**_, so you can understand what's happened and make any needed adjustments moving forward. | ||
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### Ongoing Improvements | ||
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While we’ve made a lot of progress, we’re still working on fully implementing this philosophy across all of our workflows. If you encounter an issue where poor data quality leads to a failure, please let us know. Your feedback helps us make continuous improvements. | ||
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--- | ||
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**Thanks for being part of the process!** We’re always working to improve and your feedback plays a huge role in making that happen. Together, we’ll keep making things run smoother and easier for everyone. | ||
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If you experience a workflow failure related to data quality, we want to hear from you! Please reach out to us at <[email protected]> with the following details: | ||
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- The type of data involved | ||
- The error messages or failures encountered | ||
- The steps that led to the issue | ||
- if this error was generated on the command-line, please include the full command used | ||
- if this error was generated when running the workflow with Terra.bio, please provide a link to the specific workflow's job history page |
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