Big cleanup of affymatrix importer. Now use E@exprs to get matrix from loaded data.
Also made row and colname import better by ensuring vector-handling, ensuring that getting single column/row data works without being converted into a single string instead of string in a list. Removed ;1-hack and use NO_CONVERSION to ensure no extra computation is done when calculating r stuff. Now AffyMatrix data is named as such.
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@ -186,19 +186,25 @@ class CelFileImportFunction(Function):
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chooser.add_filter(cel_filter)
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chooser.add_filter(all_filter)
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if chooser.run() == gtk.RESPONSE_OK:
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logger.log('debug', "Selected files: %s" % ", ".join(chooser.get_filenames()))
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rpy.r.library("affy")
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# hack: we append ";1" to make sure no r-object is returned to python (faster)
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rpy.r('At.aBatch <- ReadAffy(filenames=c("%s"));1' % '", "'.join(chooser.get_filenames()))
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# we destroy it immediately to keep it from being on
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# screen while we do something with the files
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chooser.destroy()
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# also here we append ";1"
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rpy.r('At.eSet <- expresso(At.aBatch, bg.correct=F, summary.method="liwong", pmcorrect.method="pmonly", normalize.method="qspline");1')
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m = rpy.r('At.m <- exprs(At.eSet)')
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rownames = rpy.r('rownames(At.m)')
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colnames = rpy.r('colnames(At.m)')
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return [dataset.Dataset(m, (('ids', rownames), ('filename', colnames)))]
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else:
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try:
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if chooser.run() == gtk.RESPONSE_OK:
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rpy.r.library("affy")
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silent_eval = rpy.with_mode(rpy.NO_CONVERSION, rpy.r)
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silent_eval('E <- ReadAffy(filenames=c("%s"))' % '", "'.join(chooser.get_filenames()))
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m = rpy.r('m <- E@exprs')
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vector_eval = rpy.with_mode(rpy.VECTOR_CONVERSION, rpy.r)
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rownames = vector_eval('rownames(m)')
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colnames = vector_eval('colnames(m)')
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# We should be nice and clean up after ourselves
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rpy.r.rm(["E", "m"])
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if m:
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return [dataset.Dataset(m, (('ids', rownames), ('filename', colnames)), "AffyMatrix Data")]
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else:
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logger.log("notice", "No data loaded from importer.")
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finally:
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chooser.destroy()
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