qc_problems: Inspect Problems in Aggregated FastQC Reports

In kassambara/fastqcr: Quality Control of Sequencing Data

Inspect Problems in Aggregated FastQC Reports

Description

Inspect problems in aggregated FastQC reports.

Usage

qc_fails(object, element = c("sample", "module"), compact = TRUE)

qc_warns(object, element = c("sample", "module"), compact = TRUE)

qc_problems(
  object,
  element = c("sample", "module"),
  name = NULL,
  status = c("FAIL", "WARN"),
  compact = TRUE
)

Arguments

object	an object of class qc_aggregate.
element	character vector specifying which element to check for inspecting problems. Allowed values are one of c("sample", "module"). Default is "sample". If "sample", shows samples with more failed and/or warned modules If "module", shows moduled that failed and/or warned in the most samples
compact	logical value. If TRUE, returns a compact output format; otherwise, returns a stretched format.
name	character vector containing the names of modules and/or samples of interest. See qc_read for valid module names. If name specified, a stretched output format is returned by default unless you explicitly indicate compact = TRUE.
status	character vector specifying the module status. Allowed values includes one or the combination of c("FAIL", "WARN"). If status = "FAIL", only modules with failed status are returned.

Value

• qc_problems(), qc_fails(), qc_warns(): returns a tibble (data frame) containing samples that had one or more modules with failure or warning. The format and the interpretation of the results depend on the argument 'element', which value is one of c("sample", "module").

  • If element = "sample" (default), results are samples with failed and/or warned modules. The results contain the following columns: sample (sample names), nb_problems (the number of modules with problems), module (the name of modules with problems).

  • If element = "module", results are modules that failed and/or warned in the most samples. The results contain the following columns: module (the name of module with problems), nb_problems (the number of samples with problems), sample (the name of samples with problems)

Functions

• qc_fails(): Displays which samples had one or more failed modules. Use qc_fails(qc, "module") to see which modules failed in the most samples.

• qc_warns(): Displays which samples had one or more warned modules. Use qc_warns(qc, "module") to see which modules warned in the most samples.

• qc_problems(): Union of qc_fails() and qc_warns(). Display which samples or modules that failed or warned.

Examples

# Demo QC dir
qc.dir <- system.file("fastqc_results", package = "fastqcr")
qc.dir
# List of files in the directory
list.files(qc.dir)

# Aggregate the report
qc <- qc_aggregate(qc.dir, progressbar = FALSE)

# Display samples with failed modules
qc_fails(qc)
qc_fails(qc, compact = FALSE)

# Display samples with warned modules
qc_warns(qc)

# Module failed in the most samples
qc_fails(qc, "module")
qc_fails(qc, "module", compact = FALSE)

# Specify a module of interest
qc_problems(qc, "module",  name = "Per sequence GC content")

kassambara/fastqcr documentation built on Feb. 25, 2023, 7:36 a.m.