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2 changes: 1 addition & 1 deletion sourced/ml/cmd/repos2bow.py
Original file line number Diff line number Diff line change
Expand Up @@ -96,7 +96,7 @@ def keymap(r):
bags_writer \
.link(Repartitioner.maybe(
args.partitions, keymap=lambda x: x[Uast2BagFeatures.Columns.document])) \
.link(BOWWriter(document_indexer, df_model, bow, args.batch)) \
.link(BOWWriter(document_indexer, df_model, bow, "repos2bow", args.batch)) \
.execute()
bags.unpersist()
pipeline_graph(args, log, root)
Expand Down
5 changes: 3 additions & 2 deletions sourced/ml/transformers/bow_writer.py
Original file line number Diff line number Diff line change
Expand Up @@ -16,11 +16,12 @@ class BOWWriter(Transformer):
DEFAULT_CHUNK_SIZE = 2 * 1000 * 1000 * 1000

def __init__(self, document_indexer: Indexer, df: OrderedDocumentFrequencies,
filename: str, chunk_size: int = DEFAULT_CHUNK_SIZE, **kwargs):
filename: str, series: str, chunk_size: int = DEFAULT_CHUNK_SIZE, **kwargs):
super().__init__(**kwargs)
self.document_indexer = document_indexer
self.df = df
self.filename = filename
self.series = series
self.chunk_size = chunk_size

def __getstate__(self):
Expand Down Expand Up @@ -79,7 +80,7 @@ def __call__(self, head: RDD):
filename = self.get_bow_file_name(self.filename, i)
BOW() \
.construct(docs, tokens, matrix) \
.save(filename, deps=(self.df,))
.save(filename, series=self.series, deps=(self.df,))
self._log.info("%d -> %s with %d documents, %d nnz (%s)",
i + 1, filename, len(docs), size,
humanize.naturalsize(os.path.getsize(filename)))
Expand Down