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Commit bf405796 authored by dmt's avatar dmt
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Refactor construction process.

parent 9bb65612
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......@@ -38,9 +38,9 @@ def update_construction(func):
class Constructor:
def __init__(self, ml_models, settings):
self.logger = None
self.settings = settings
self.ml_models = ml_models
self.logger = None
self._logging_dir = None
self._construction = None
self._category = None
......@@ -48,6 +48,7 @@ class Constructor:
@log_construction
def construct(self, learnblock):
for block in self._construction(learnblock):
block.origin = learnblock.origin
yield block
@property
......@@ -124,15 +125,14 @@ class Constructor:
ml_model.cluster = cluster_number
trained_model = ml_model.train(learnblock)
for cluster, size in trained_model.cluster_sizes.items():
if size < min_category_size:
continue
labels = trained_model.get_labels()
labeled_learnblock = learnblock.set_labels(labels)
labeled_learnblock.n_cluster = cluster_number
purpose = "{}{:02}".format(ml_model.abbreviation,
cluster_number)
labeled_learnblock.purpose = purpose
yield labeled_learnblock
if size < min_category_size: continue
labels = trained_model.get_labels()
labeled_learnblock = learnblock.set_labels(labels)
labeled_learnblock.n_cluster = cluster_number
purpose = "{}{:02}".format(ml_model.abbreviation,
cluster_number)
labeled_learnblock.purpose = purpose
yield labeled_learnblock
def _construct_procedural_knowledge(self,
learnblock,
......
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