Source

bllip-parser / second-stage / programs / features / combine-feature-counts

#!/usr/bin/env python
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License.  You may obtain
# a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.  See the
# License for the specific language governing permissions and limitations
# under the License.
"""Combine multiple feature count files into one, sorting, pruning
and renumbering the features.  This can be used on the output of
extract-spfeatures-counts.  It should not need to be used on the output
of extract-spfeatures."""
import sys, getopt, gzip, bz2
opts, args = getopt.gnu_getopt(sys.argv[1:], 't')
threshold = int(dict(opts).get('t', 5))
print >>sys.stderr, "Threshold:", threshold

def opener(filename):
    """Open files based on their extension."""
    if filename.endswith('.gz'):
        return gzip.GzipFile(filename)
    elif filename.endswith('.bz2'):
        return bz2.BZ2File(filename)
    else:
        return file(filename)

name_to_freq = {} # { feature name : freq }
for filename in args:
    print >>sys.stderr, "Reading", filename
    for line in opener(filename):
        freq, name = line.split('\t', 1)
        freq = int(freq)
        name = name.strip()

        name_to_freq.setdefault(name, 0)
        name_to_freq[name] += freq

print >>sys.stderr, len(name_to_freq), "unpruned features"
feature_names = [name for name, freq in name_to_freq.iteritems()
    if freq >= threshold]
print >>sys.stderr, len(feature_names), "pruned features"

def sorter(key):
    # put NLogP first
    return (key != 'NLogP 0', key)

feature_names.sort(key=sorter)
print >>sys.stderr, "Writing sorted features out..."

i = 0
for name in feature_names:
    print '%s\t%s' % (i, name)
    i += 1
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