Mercurial > repos > iuc > dada2_learnerrors

annotate dada2_learnErrors.xml @ 6:0776d824d896 draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit ea6c9c638e742c097b0ef294161eeea447c09e06
author iuc
date Fri, 30 Jun 2023 07:59:02 +0000
parents afdfa35a89d9
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
1 <tool id="dada2_learnErrors" name="dada2: learnErrors" version="@DADA2_VERSION@+galaxy@WRAPPER_VERSION@" profile="19.09">
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
2 <description>Learn Error rates</description>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
3 <macros>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
4 <import>macros.xml</import>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
5 </macros>
6
0776d824d896 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit ea6c9c638e742c097b0ef294161eeea447c09e06
iuc
parents: 3
diff changeset
6 <expand macro="bio_tools"/>
0
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
7 <expand macro="requirements"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
8 <expand macro="stdio"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
9 <expand macro="version_command"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
10 <command detect_errors="exit_code"><![CDATA[
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
11 Rscript '$dada2_script' \${GALAXY_SLOTS:-1}
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
12 ]]></command>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
13 <configfiles>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
14 <configfile name="dada2_script"><![CDATA[
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
15 library(ggplot2, quietly=T)
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
16 library(dada2, quietly=T)
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
17
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
18 args <- commandArgs(trailingOnly = TRUE)
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
19 nthreads <- as.integer(args[1])
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
20
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
21 files <- c()
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
22 #for $read in $fls:
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
23 files <- c(files, '$read')
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
24 #end for
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
25
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
26 err <- learnErrors(files, nbases = 10**$nbases,
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
27 errorEstimationFunction = $advanced.errfoo, multithread = nthreads,
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
28 randomize = $advanced.randomize, MAX_CONSIST = $advanced.maxconsist, OMEGA_C = $advanced.omegac)
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
29
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
30 saveRDS(err, file='$errors')
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
31
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
32 ## generate error plots
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
33 plot <- plotErrors(err, obs = $plotopt.obs, err_out = $plotopt.err_out, err_in = $plotopt.err_in, nominalQ = $plotopt.nominalQ)
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
34 ggsave('plot.pdf', plot, width = 20,height = 15,units = c("cm"))
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
35 ]]></configfile>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
36 </configfiles>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
37 <inputs>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
38 <param argument="fls" type="data" multiple="true" format="fastq,fastq.gz" label="Short read data" help="forward or reverse reads should be processed separately"/>
2
c48d42d65d2b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f2a33fe115fef9d711112b53136cf7619f1b19be"
iuc
parents: 1
diff changeset
39 <param argument="nbases" type="integer" value="8" min="0" label="Magnitude of number of bases to use for learning"/>
0
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
40 <section name="advanced" title="Advanced Option">
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
41 <expand macro="errorEstimationFunction"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
42 <param argument="randomize" type="boolean" checked="false" truevalue="TRUE" falsevalue="FALSE" label="Randomize samples" help="Pick samples at random, otherwise samples are read in the provided order until enough reads are obtained (default)."/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
43 <param name="maxconsist" argument="MAX_CONSIST" type="integer" value="10" min="0" label="Maximum number of times to step through the selfconsistency loop" help="If convergence was not reached in MAX_CONSIST steps, the estimated error rates in the last step are returned."/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
44 <param name="omegac" argument="OMEGA_C" type="float" value="0" min="0" label="Threshold at which unique sequences inferred to contain errors are corrected" help="For reasons of convergence, and because it is
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
45 more conservative, it is recommended to set this value to 0, which means that
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
46 all reads are counted and contribute to estimating the error rates."/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
47 </section>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
48 <section name="plotopt" title="Plotting Option">
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
49 <param argument="obs" type="boolean" checked="true" truevalue="TRUE" falsevalue="FALSE" label="Plot observed error rates"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
50 <param argument="err_out" type="boolean" checked="true" truevalue="TRUE" falsevalue="FALSE" label="Plot output error rates"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
51 <param argument="err_in" type="boolean" checked="false" truevalue="TRUE" falsevalue="FALSE" label="Plot input error rates"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
52 <param argument="nominalQ" type="boolean" checked="true" truevalue="TRUE" falsevalue="FALSE" label="Plot expected error rates"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
53 </section>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
54 </inputs>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
55 <outputs>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
56 <data name="errors" format="dada2_errorrates" label="${tool.name} on ${on_string}"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
57 <data name="plot" format="pdf" from_work_dir="plot.pdf" label="${tool.name} on ${on_string}: error rates plot"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
58 </outputs>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
59 <tests>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
60 <test>
2
c48d42d65d2b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f2a33fe115fef9d711112b53136cf7619f1b19be"
iuc
parents: 1
diff changeset
61 <param name="fls" value="filterAndTrim_F3D0_R1.fq.gz,filterAndTrim_F3D141_R1.fq.gz" ftype="fastqsanger.gz"/>
c48d42d65d2b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f2a33fe115fef9d711112b53136cf7619f1b19be"
iuc
parents: 1
diff changeset
62 <output name="errors" value="learnErrors_R1.Rdata" ftype="dada2_errorrates" compare="sim_size" delta="7000"/>
3
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
63 <output name="plot" ftype="pdf">
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
64 <assert_contents>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
65 <has_text text="%PDF"/>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
66 <has_text text="%%EOF"/>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
67 </assert_contents>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
68 </output>
0
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
69 </test>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
70 <!-- test w non-default parameters -->
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
71 <test>
2
c48d42d65d2b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f2a33fe115fef9d711112b53136cf7619f1b19be"
iuc
parents: 1
diff changeset
72 <param name="fls" value="filterAndTrim_F3D0_R1.fq.gz,filterAndTrim_F3D141_R1.fq.gz" ftype="fastqsanger.gz"/>
0
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
73 <param name="nbases" value="6" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
74 <param name="advanced|errfoo" value="noqualErrfun" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
75 <param name="advanced|randomize" value="TRUE" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
76 <param name="advanced|maxconsist" value="5" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
77 <param name="advanced|omegac" value="1e-10" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
78 <param name="plotopt|obs" value="FALSE" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
79 <param name="plotopt|err_out" value="FALSE" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
80 <param name="plotopt|err_in" value="TRUE" />
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
81 <param name="plotopt|nominalQ" value="FALSE"/>
2
c48d42d65d2b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f2a33fe115fef9d711112b53136cf7619f1b19be"
iuc
parents: 1
diff changeset
82 <output name="errors" value="learnErrors_R1.Rdata" ftype="dada2_errorrates" compare="sim_size" delta="13000"/>
3
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
83 <output name="plot" ftype="pdf">
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
84 <assert_contents>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
85 <has_text text="%PDF"/>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
86 <has_text text="%%EOF"/>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
87 </assert_contents>
afdfa35a89d9 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit 8533fe71d1d50f09348da2dc34941724407a1ffe"
iuc
parents: 2
diff changeset
88 </output>
0
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
89 </test>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
90 </tests>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
91 <help><![CDATA[
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
92 Description
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
93 ...........
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
94
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
95 Error rates are learned by alternating between sample inference and error rate estimation until convergence. Additionally a plot is generated that shows the observed frequency of each transition (eg. A->C) as a function of the associated quality score, the final estimated error rates (if they exist), the initial input rates, and the expected error rates under the nominal definition of quality scores.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
96
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
97 In addition a plot is generated (with plotErrors) that shows the observed frequency of each transition (eg. A->C) as a function of the associated quality score. Also the final estimated error rates (if they exist) are shown. Optionally also the initial input rates and the expected error rates under the nominal definition of quality scores can be added to the plot.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
98
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
99 Usage
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
100 .....
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
101
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
102 **Input** are the FASTQ dataset containing the filtered and trimmed reads of the samples.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
103
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
104 **Output** a dataset with type *dada2_errorrates* (which is a RData file containing the output of dada2's learnErrors function) and a **plot** showing the error rates for each possible transition (A→C, A→G,...)
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
105
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
106 - Points are the observed error rates for each consensus quality score.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
107 - The black line shows the estimated error rates after convergence of the machine-learning algorithm.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
108 - The red line shows the error rates expected under the nominal definition of the Q-score.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
109
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
110 The learned error rates are input the the *dada2: dada* tool.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
111
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
112 Details
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
113 .......
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
114
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
115 The learnErrors method learns a parametric error model from the data, by alternating estimation of the error rates and inference of sample composition until they converge on a jointly consistent solution. As in many machine-learning problems, the algorithm must begin with an initial guess, for which the maximum possible error rates in this data are used (the error rates if only the most abundant sequence is correct and all the rest are errors).
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
116
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
117 It is expected that the estimated error rates (black lines in the plot) are in a good fit to the observed rates (points in the plot), and that the error rates drop with increased quality. Try to increase the **number of bases to use for learning** if this is not the case.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
118
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
119 Error functions:
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
120
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
121 - loessErrfun: accepts a matrix of observed transitions, with each transition corresponding to a row (eg. row 2 = A->C) and each column to a quality score (eg. col 31 = Q30). It returns a matrix of estimated error rates of the same shape. Error rates are estimates by a loess fit of the observed rates of each transition as a function of the quality score. Self-transitions (i.e. A->A) are taken to be the left-over probability.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
122 - noqualErrfun: accepts a matrix of observed transitions, groups together all observed transitions regardless of quality scores, and estimates the error rate for that transition as the observed fraction of those transitions. The effect is that quality scores will be effectively ignored.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
123 - PacBioErrfun: This function accepts a matrix of observed transitions from PacBio CCS amplicon sequencing data, with each transition corresponding to a row (eg. row 2 = A->C) and each column to a quality score (eg. col 31 = Q30). It returns a matrix of estimated error rates of the same shape. Error rates are estimates by loessErrfun for quality scores 0-92, and individually by the maximum likelihood estimate for the maximum quality score of 93.
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
124
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
125 @HELP_OVERVIEW@
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
126 ]]></help>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
127 <expand macro="citations"/>
fd892c845981 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/dada2 commit f8b6b6e72914ad6bcca8423dfa03f59bde80992e"
iuc
parents:
diff changeset
128 </tool>