Ensure geometry exists
Browse filesTest set files may not have a geometry column.
- pest_management_opendata.py +16 -15
pest_management_opendata.py
CHANGED
@@ -102,11 +102,23 @@ class ExampleManager:
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@staticmethod
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def pests(df):
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yield {
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'
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'
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}
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def load(self, url):
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@@ -126,17 +138,6 @@ class ExampleManager:
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return cv2.imdecode(image, self._decode_flags)
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def __init__(self, payload):
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self.payload = payload
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def __iter__(self):
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df = self.payload.to_frame()
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for (i, g) in df.groupby('image', sort=False):
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yield {
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'image': self.load(urlparse(i)),
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'pests': list(self.pests(g)),
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}
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#
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#
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#
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@staticmethod
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def pests(df):
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if 'geometry' in df.columns:
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for i in df.dropna().itertuples(index=False):
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geometry = loads(i.geometry)
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yield {
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'label': i.label,
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'geometry': geometry.wkb,
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}
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def __init__(self, payload):
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self.payload = payload
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def __iter__(self):
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df = self.payload.to_frame()
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for (i, g) in df.groupby('image', sort=False):
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yield {
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'image': self.load(urlparse(i)),
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'pests': list(self.pests(g)),
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}
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def load(self, url):
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return cv2.imdecode(image, self._decode_flags)
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#
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#
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#
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