diff --git a/image_prediction/image_extractor/extractors/parsable.py b/image_prediction/image_extractor/extractors/parsable.py
index 0277a5a..d960eeb 100644
--- a/image_prediction/image_extractor/extractors/parsable.py
+++ b/image_prediction/image_extractor/extractors/parsable.py
@@ -1,11 +1,10 @@
 import io
 from itertools import chain, starmap
-from operator import itemgetter, __and__, truth
+from operator import itemgetter, truth
 
 import fitz
 from PIL import Image
 from funcy import rcompose, compose, curry
-from iteration_utilities import starfilter
 from tqdm import tqdm
 
 from image_prediction.image_extractor.extractor import ImageExtractor, ImageMetadataPair
@@ -49,7 +48,7 @@ class ParsablePDFImageExtractor(ImageExtractor):
         images = map(load_image_from_xref, xrefs)
         metadata = map(format_metadata, image_infos)
 
-        return starmap(ImageMetadataPair,  filter(compose(all, curry(map)(truth)), zip(images, metadata)))
+        return starmap(ImageMetadataPair, filter(compose(all, curry(map)(truth)), zip(images, metadata)))
 
     def extract(self, pdf: bytes):
         self.doc = fitz.Document(stream=pdf)