Updated legacy checkpoint wrapper to used pickle+gzip format

parent 1c9834fc
Pipeline #53492 passed with stage
in 17 minutes and 25 seconds
......@@ -7,7 +7,6 @@ import functools
import logging
import os
import joblib
from bob.bio.base.algorithm import Algorithm
from bob.pipelines import DelayedSample
from bob.pipelines import DelayedSampleSet
......@@ -21,6 +20,7 @@ import pickle
from .abstract_classes import BioAlgorithm
from .abstract_classes import Database
import tempfile
from . import pickle_compress, uncompress_unpickle
logger = logging.getLogger("bob.bio.base")
......@@ -337,7 +337,7 @@ class BioAlgorithmLegacy(BioAlgorithm):
self.score_dir = os.path.join(base_dir, "scores")
self.force = force
self._base_dir = base_dir
self._score_extension = ".joblib"
self._score_extension = ".pickle.gz"
@property
def base_dir(self):
......@@ -403,18 +403,7 @@ class BioAlgorithmLegacy(BioAlgorithm):
return delayed_enrolled_sample
def write_scores(self, samples, path):
try:
final_path = os.path.dirname(path)
os.makedirs(final_path, exist_ok=True)
except NotADirectoryError:
# If it cannot make the directory, saves in /tmp/
# This is useful and necessary for some
# very specific types of baselines (ROC)
final_path = "/tmp/" + os.path.dirname(path)
os.makedirs(final_path, exist_ok=True)
path = "/tmp/" + path
open(path, "wb").write(pickle.dumps(samples))
joblib.dump(samples, path, compress=4)
pickle_compress(path, samples)
def _score_sample_set(
self,
......@@ -423,12 +412,7 @@ class BioAlgorithmLegacy(BioAlgorithm):
allow_scoring_with_all_biometric_references=False,
):
def _load(path):
# return pickle.loads(open(path, "rb").read())
if os.path.exists(path):
return joblib.load(path)
else:
# If doesn't exists. the cached sample might be at /tmp
return joblib.load("/tmp/" + path)
return uncompress_unpickle(path)
def _make_name(sampleset, biometric_references):
# The score file name is composed by sampleset key and the
......
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