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bob
bob.measure
Commits
6ea86881
Commit
6ea86881
authored
Sep 02, 2014
by
Manuel Günther
Browse files
Re-added compressed IO for score files that got lost during porting.
parent
9a35cfc3
Changes
2
Hide whitespace changes
Inline
Side-by-side
.travis.yml
View file @
6ea86881
...
...
@@ -18,7 +18,7 @@ before_install:
-
sudo apt-get install --force-yes libboost-all-dev libblitz1-dev libatlas-dev libatlas-base-dev liblapack-dev libhdf5-serial-dev
-
if [ -n "${NUMPYSPEC}" ]; then sudo apt-get install -qq gfortran; fi
-
if [ -n "${NUMPYSPEC}" ]; then pip install --upgrade pip setuptools; fi
-
if [ -n "${NUMPYSPEC}" ]; then pip install --find-links http://wheels.astropy.org/ --find-links http://wheels2.astropy.org/ --use-wheel numpy$NUMPYSPEC
sphinx nose matplotlib
; fi
-
if [ -n "${NUMPYSPEC}" ]; then pip install --find-links http://wheels.astropy.org/ --find-links http://wheels2.astropy.org/ --use-wheel numpy$NUMPYSPEC
matplotlib==1.3.0 sphinx nose==1.3.0 jinja2==2.6
; fi
-
pip install cpp-coveralls
install
:
-
python bootstrap.py
...
...
bob/measure/load.py
View file @
6ea86881
...
...
@@ -2,20 +2,49 @@
# vim: set fileencoding=utf-8 :
# Andre Anjos <andre.anjos@idiap.ch>
# Mon 23 May 2011 16:23:05 CEST
#
# Copyright (C) 2011-2013 Idiap Research Institute, Martigny, Switzerland
"""A set of utilities to load score files with different formats.
"""
import
numpy
import
tarfile
import
os
def
open_file
(
filename
):
"""Opens the given score file for reading.
Score files might be raw text files, or a tar-file including a single score file inside.
Parameters:
filename The name of the score file to open. This file might be a raw text file or a (compressed) tar file containing a raw text file.
Returns:
A read-only file-like object as it would be returned by open().
"""
if
not
os
.
path
.
isfile
(
filename
):
raise
IOError
(
"Score file '%s' does not exist."
%
filename
)
if
not
tarfile
.
is_tarfile
(
filename
):
return
open
(
filename
,
'rt'
)
# open the tar file for reading
tar
=
tarfile
.
open
(
filename
,
'r'
)
# get the first file in the tar file
tar_info
=
tar
.
next
()
while
tar_info
is
not
None
and
not
tar_info
.
isfile
():
tar_info
=
tar
.
next
()
# check that one file was found in the archive
if
tar_info
is
None
:
raise
IOError
(
"The given file is a .tar file, but it does not contain any file."
)
# open the file for reading
return
tar
.
extractfile
(
tar_info
)
def
four_column
(
filename
):
"""Loads a score set from a single file to memory.
Verifies that all fields are correctly placed and contain valid fields.
Returns a python list of tuples containg the following fields:
Returns a python list of tuples contain
in
g the following fields:
[0]
claimed identity (string)
...
...
@@ -28,7 +57,8 @@ def four_column(filename):
"""
retval
=
[]
for
i
,
l
in
enumerate
(
open
(
filename
,
'rt'
)):
for
i
,
l
in
enumerate
(
open_file
(
filename
)):
if
isinstance
(
l
,
bytes
):
l
=
l
.
decode
(
'utf-8'
)
s
=
l
.
strip
()
if
len
(
s
)
==
0
or
s
[
0
]
==
'#'
:
continue
#empty or comment
field
=
[
k
.
strip
()
for
k
in
s
.
split
()]
...
...
@@ -75,20 +105,15 @@ def split_four_column(filename):
def
cmc_four_column
(
filename
):
"""Loads scores to compute CMC curves from a file in four column format.
The four column file needs to be in the same format as described in the
four_column function, and the "test label" (column 3) has to contain the
test/probe file name.
This function returns a list of tuples. For each probe file, the tuple
consists of a list of negative scores and a list of positive scores.
Usually, the list of positive scores should contain only one element, but
more are allowed.
The result of this function can directly be passed to, e.g., the
:py:func:`bob.measure.cmc` function.
"""
The four column file needs to be in the same format as described in the four_column function,
and the "test label" (column 3) has to contain the test/probe file name.
This function returns a list of tuples.
For each probe file, the tuple consists of a list of negative scores and a list of positive scores.
Usually, the list of positive scores should contain only one element, but more are allowed.
The result of this function can directly be passed to, e.g., the bob.measure.cmc function.
"""
# read four column list
all_list
=
four_column
(
filename
)
# extract positives and negatives
...
...
@@ -131,7 +156,7 @@ def five_column(filename):
Verifies that all fields are correctly placed and contain valid fields.
Returns a python list of tuples containg the following fields:
Returns a python list of tuples contain
in
g the following fields:
[0]
claimed identity (string)
...
...
@@ -146,7 +171,7 @@ def five_column(filename):
"""
retval
=
[]
for
i
,
l
in
enumerate
(
open
(
filename
,
'rt'
)):
for
i
,
l
in
enumerate
(
open
_file
(
filename
)):
s
=
l
.
strip
()
if
len
(
s
)
==
0
or
s
[
0
]
==
'#'
:
continue
#empty or comment
field
=
[
k
.
strip
()
for
k
in
s
.
split
()]
...
...
@@ -193,20 +218,15 @@ def split_five_column(filename):
def
cmc_five_column
(
filename
):
"""Loads scores to compute CMC curves from a file in five column format.
The four column file needs to be in the same format as described in the five_column function,
and the "test label" (column 4) has to contain the test/probe file name.
The four column file needs to be in the same format as described in the
five_column function, and the "test label" (column 4) has to contain the
test/probe file name.
This function returns a list of tuples. For each probe file, the tuple
consists of a list of negative scores and a list of positive scores.
Usually, the list of positive scores should contain only one element, but
more are allowed.
This function returns a list of tuples.
For each probe file, the tuple consists of a list of negative scores and a list of positive scores.
Usually, the list of positive scores should contain only one element, but more are allowed.
The result of this function can directly be passed to, e.g., the
:py:func:`bob.measure.cmc` function.
The result of this function can directly be passed to, e.g., the bob.measure.cmc function.
"""
# read four column list
all_list
=
five_column
(
filename
)
...
...
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