Mercurial > repos > iuc > anndata_import
diff modify_loom.py @ 3:b5c7ba11401d draft
"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
author | iuc |
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date | Mon, 06 Jan 2020 13:45:13 -0500 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/modify_loom.py Mon Jan 06 13:45:13 2020 -0500 @@ -0,0 +1,108 @@ +#!/usr/bin/env python +"""This program adds layers, row attributes or column attributes for loom files""" + +import argparse + +import loompy +import numpy as np + +parser = argparse.ArgumentParser(description="Loompy file converter flags") +parser.add_argument('--VERSION', action='version', version='%(prog)s 0.1.0', + help="Displays tool version") +parser.add_argument('--file', '-f', + help="Loom file to which data will be added") +parser.add_argument('--rowfile', '-r', help="File of row attributes & values") +parser.add_argument('--colfile', '-c', + help="File of column attributes and values") +parser.add_argument('--layers', '-l', nargs='*', + help="Input tsv files. First file becomes main layer.") +parser.add_argument('--add', '-a', choices=["rows", "cols", "layers"], + help="Selects rows, columns or layers to be added to file") +args = parser.parse_args() + +lfile = args.file +if args.rowfile: + rowfile = args.rowfile +if args.colfile: + colfile = args.colfile +if args.layers: + alllayers = args.layers +addselect = args.add +# Check proper flags for chosen attributes are being added +if addselect == "cols" and not args.colfile: + raise Exception("To add column attributes, column flag and file must be provided") +if addselect == "rows" and not args.rowfile: + raise Exception("To add row attributes, row flag and file must be provided") +if addselect == "layers" and not args.layers: + raise Exception("To add layers, a layer flag and file(s) must be provided") + +layernames = [] +rowdict = {} +coldict = {} + +with loompy.connect(lfile) as loomfile: + # Loom file dimensions + nrow = loomfile.shape[0] + ncol = loomfile.shape[1] + if addselect == "layers": + layernames = [] + # Generate layer names based on file names + for x in range(0, len(alllayers)): + layer = alllayers[x] + layer = layer.split("/")[-1].split(".")[-2] # Takes away path, takes off extension + layernames.append(layer) + # Add in the layers themselves + for layer in range(0, len(alllayers)): + matrix = "" + with open(alllayers[layer], "r") as infile: + rows = 0 + count = 0 + for line in infile: + if count == 0: + cols = len(line.split("\t")) + if cols != ncol: + raise Exception("Dimensions of new matrix incorrect for this loom file. New matrices must be %d by %d" % (nrow, ncol)) + matrix = matrix + line + "\t" + rows += 1 + if rows != nrow: + raise Exception("Dimensions of new matrix incorrect for this loom file. New matrices must be %d by %d") + matrix = matrix.split("\t") + matrix = [float(n) for n in matrix[:-1]] + matrix = np.asarray(matrix).reshape(nrow, ncol) + loomfile[layernames[layer]] = matrix + elif addselect == "rows": + with open(rowfile, "r") as rows: + count = 0 + for line in rows: + line = line.strip().split("\t") + if count == 0: # First time through + row_attributes = line + for x in row_attributes: + rowdict[x] = [] + count += 1 + else: + for x in range(0, len(line)): + rowdict[row_attributes[x]].append(line[x]) + for x in row_attributes: + if len(rowdict[x]) != nrow: + raise Exception("Incorrect length of row. Row length must be: %d" % nrow) + loomfile.ra[x] = rowdict[x] + elif addselect == "cols": + with open(colfile, "r") as cols: + count = 0 + for line in cols: + line = line.replace('\"', "") + line = line.replace(' ', "") + line = line.strip().split("\t") + if count == 0: # First time through + col_attributes = line + for x in col_attributes: + coldict[x] = [] + count += 1 + else: + for x in range(0, len(line)): + coldict[col_attributes[x]].append(line[x]) + for y in col_attributes: + if len(coldict[y]) != ncol: + raise Exception("Incorrect length of column. Column length must be: %d" % ncol) + loomfile.ca[y] = coldict[y]