Created
September 4, 2015 19:58
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import ogr | |
__author__ = 'Jwely' | |
class Shape: | |
""" | |
Helps read data from shapefiles with ogr | |
""" | |
def __init__(self, shapefile_path, filter_list=None): | |
# set up object attributes and open | |
self.shapefile_path = shapefile_path # string | |
self.filter_list = filter_list # list of strings | |
# use ogr to build up field_names and layer object | |
shp = ogr.Open(shapefile_path) | |
layer = shp.GetLayer() | |
self.definition = layer.GetLayerDefn() | |
self.field_names = self._get_field_names(self.definition) # list | |
self.layer = self._filter_attributes(layer, filter_list) # ogr layer object | |
self.rows = self._make_rows(self.layer, self.field_names) # list of dicts | |
self.uniques = self._uniques(self.field_names, self.rows) # dict of lists for unique values | |
@staticmethod | |
def _get_field_names(definition): | |
""" | |
:param definition: an ogr definition instance | |
:return: a list of field names in this layer definition | |
""" | |
# get field names | |
field_names = [definition.GetFieldDefn(i).GetName() for | |
i in range(definition.GetFieldCount())] | |
return field_names | |
@staticmethod | |
def _filter_attributes(layer_object, filter_list): | |
""" | |
filters a layer instance by one or more criteria | |
:param layer_object: An ogr layer instance | |
:param filter_list: a list of filter strings, syntax is something like | |
"SUB_REGION = 'pacific'" | |
readmore at https://pcjericks.github.io/py-gdalogr-cookbook/vector_layers.html#filter-by-attribute | |
""" | |
if filter_list is not None: | |
if not isinstance(filter_list, list): | |
filter_list = [filter_list] | |
for filt in filter_list: | |
layer_object.SetAttributeFilter(filt) | |
return layer_object | |
@staticmethod | |
def _make_rows(layer, field_names): | |
# this will be filled with a dictionary structure for each row. keys = field_names | |
rows = [] | |
for feature in layer: | |
this_row = {} | |
for field_name in field_names: | |
this_row[field_name] = feature.GetField(field_name) | |
rows.append(this_row) | |
print("Loaded {0} features".format(len(rows))) | |
return rows | |
@staticmethod | |
def _uniques(field_names, rows): | |
unique_values = {} | |
for field in field_names: | |
unique_values[field] = sorted(set([row[field] for row in rows])) | |
for key in unique_values: | |
print("{key} {num} {vals}".format(key=key.ljust(16), | |
num=str(len(unique_values[key])).ljust(5), | |
vals=unique_values[key])) | |
return unique_values | |
if __name__ == "__main__": | |
fpath = r"filepath to a shapefile" | |
s = Shape(fpath) |
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