Exemple #1
0
from conifertools import CallTable
import argparse

if __name__ == "__main__":
    parser = argparse.ArgumentParser()
    parser.add_argument("--infile", "-i", action="store", required=True)
    parser.add_argument("--outfile", "-o", action="store", required=True)
    parser.add_argument("--gamma",
                        type=float,
                        action="store",
                        required=False,
                        default=0.9)
    parser.add_argument("--cophenetic_cutoff",
                        type=float,
                        action="store",
                        required=False,
                        default=0.85)
    args = parser.parse_args()

    assert args.gamma <= 1, "Gamma must be <= 1.00"
    assert args.cophenetic_cutoff <= 1, "All cophenetic cutoffs must be <= 1.00"

    calls = CallTable(args.infile)

    calls = calls.clusterCalls(gamma=args.gamma,
                               cophenetic_cutoff=args.cophenetic_cutoff)

    calls.save(args.outfile)
import argparse

if __name__ == "__main__":
    parser = argparse.ArgumentParser()
    parser.add_argument("--infile", "-i", action="store", required=True)
    parser.add_argument("--cohort", action="store", required=True)
    parser.add_argument("--esp_infile", action="store", required=True)
    parser.add_argument("--outfile", "-o", action="store", required=True)
    parser.add_argument("--gamma", type=float, action="store", required=False, default=0.9)
    parser.add_argument("--cophenetic_cutoff", type=float, action="store", required=False, default=0.85)

    args = parser.parse_args()
    assert args.gamma <= 1, "Gamma must be <= 1.00"
    assert args.cophenetic_cutoff <= 1, "Cophenetic cutoffs must be <= 1.00"

    calls = CallTable(args.infile)
    esp_calls = CallTable(args.esp_infile)

    calls.calls["cohort"] = args.cohort
    esp_calls.calls["cohort"] = "ESP"

    calls.appendCalls(esp_calls)

    calls = calls.clusterCallsByCohort(gamma=args.gamma, cohort_field="cohort", cophenetic_cutoff=args.cophenetic_cutoff)

    #clean up calls table
    del calls.calls["cnvrID_ESP"]
    calls = CallTable(calls.calls.rename(columns={'cnvr_frequency_HSCR': 'cnvr_frequency', 'cnvrID_HSCR': 'cnvrID'}))
    # filter for original cohort and save
    calls.filter(lambda x: x["cohort"] == args.cohort).save(args.outfile)
Exemple #3
0
from conifertools import CallTable
import argparse

if __name__ == "__main__":
    parser = argparse.ArgumentParser()
    parser.add_argument("--call_files",
                        nargs="+",
                        action="store",
                        required=True)
    parser.add_argument("--outfile", action="store", required=True)
    parser.add_argument("--cols",
                        nargs="+",
                        action="store",
                        default=[],
                        required=False)
    args = parser.parse_args()

    calls = CallTable(args.call_files)

    if len(args.cols) > 0:
        calls.calls[args.cols]\
             .sort(["chromosome", "start"])\
             .to_csv(args.outfile, sep="\t")
    else:
        calls.calls\
             .sort(["chromosome", "start"])\
             .to_csv(args.outfile, sep="\t")