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-rwxr-xr-xbin/hash_candidates.py64
1 files changed, 64 insertions, 0 deletions
diff --git a/bin/hash_candidates.py b/bin/hash_candidates.py
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+++ b/bin/hash_candidates.py
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+#!/usr/bin/python
+#
+# Copyright 2014 Google Inc. All rights reserved.
+#
+# 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.
+
+"""
+Given a list of candidates on stdin, produce a file of hashes ("map file").
+"""
+
+import csv
+import sys
+
+import rappor
+
+
+def HashCandidates(params, stdin, stdout):
+ num_bloombits = params.num_bloombits
+ csv_out = csv.writer(stdout)
+
+ for line in stdin:
+ word = line.strip()
+ row = [word]
+ for cohort in xrange(params.num_cohorts):
+ bloom_bits = rappor.get_bloom_bits(word, cohort, params.num_hashes,
+ num_bloombits)
+ for bit_to_set in bloom_bits:
+ # bits are indexed from 1. Add a fixed offset for each cohort.
+ # NOTE: This detail could be omitted from the map file format, and done
+ # in R.
+ row.append(cohort * num_bloombits + (bit_to_set + 1))
+ csv_out.writerow(row)
+
+
+def main(argv):
+ try:
+ filename = argv[1]
+ except IndexError:
+ raise RuntimeError('Usage: hash_candidates.py <params file>')
+ with open(filename) as f:
+ try:
+ params = rappor.Params.from_csv(f)
+ except rappor.Error as e:
+ raise RuntimeError(e)
+
+ HashCandidates(params, sys.stdin, sys.stdout)
+
+
+if __name__ == '__main__':
+ try:
+ main(sys.argv)
+ except RuntimeError, e:
+ print >>sys.stderr, e.args[0]
+ sys.exit(1)