def test_validation2():
h = '8928308280fffff'
with pytest.raises(H3ResolutionError):
h3.h3_to_children(h, 17)
assert not h3.h3_indexes_are_neighbors(h, h)
def test_validation():
h = '8a28308280fffff' # invalid hex
with pytest.raises(H3CellError):
h3.h3_get_base_cell(h)
with pytest.raises(H3CellError):
h3.h3_get_resolution(h)
with pytest.raises(H3CellError):
h3.h3_to_parent(h, 9)
with pytest.raises(H3CellError):
h3.h3_distance(h, h)
with pytest.raises(H3CellError):
h3.k_ring(h, 1)
with pytest.raises(H3CellError):
h3.hex_ring(h, 1)
with pytest.raises(H3CellError):
h3.h3_to_children(h, 11)
with pytest.raises(H3CellError):
h3.compact({h})
with pytest.raises(H3CellError):
h3.uncompact({h}, 10)
def test_children():
expected = {
'8a28308280c7fff', '8a28308280cffff', '8a28308280d7fff',
'8a28308280dffff', '8a28308280e7fff', '8a28308280effff',
'8a28308280f7fff'
}
out = h3.h3_to_children('8928308280fffff', 10)
assert out == expected
expected = set()
out = h3.h3_to_children('8928308280fffff', 8)
assert out == expected
def test_children():
h = '8928308280fffff'
# one above should raise an exception
with pytest.raises(H3ResolutionError):
h3.h3_to_children(h, 8)
# same resolution is set of just cell itself
out = h3.h3_to_children(h, 9)
assert out == {h}
# one below should give children
expected = {
'8a28308280c7fff',
'8a28308280cffff',
'8a28308280d7fff',
'8a28308280dffff',
'8a28308280e7fff',
'8a28308280effff',
'8a28308280f7fff'
}
out = h3.h3_to_children(h, 10)
assert out == expected
# finest resolution cell should return error for children
h = '8f04ccb2c45e225'
with pytest.raises(H3ResolutionError):
h3.h3_to_children(h)
def get_reward_scale(self,
hex_densities,
target_hex_unclipped,
whitelist_hexs,
normalize=False):
"""
:param hex_densities: dict of densiteis of each occupied hex at all levels
:param whitelist_hexs: dict of densities of whitelisted hexs
:param target_hex_unclipped: dict of res R hex as keys and raw count of interactive hexs as values
this could be regenerated pretty easily if desired (O(|hotspots|)) if is_interactive is O(1) and fast
:return:
"""
reward_scales = dict()
whitelist_density = 0
for whex in whitelist_hexs:
whitelist_density += hex_densities.get(whex, 0)
for h in self.hotspots:
# initialize scale initially set to clipped/unclipped count for target res
hspot_hex = h3.h3_to_parent(h['location'], self.chain_vars['R'])
scale = hex_densities[hspot_hex] / target_hex_unclipped[
h3.h3_to_parent(h['location'], self.chain_vars['R'])]
for parent_res in range(self.chain_vars['R'] - 1, -1, -1):
if hspot_hex in whitelist_hexs:
break
parent = h3.h3_to_parent(h['location'], parent_res)
children_sum = 0
for child in h3.h3_to_children(parent, parent_res + 1):
children_sum += hex_densities.get(child, 0)
# multiply scale by ratio of clipped values
scale *= hex_densities[parent] / children_sum
hspot_hex = parent
# if we stopped an arent at a whitelisted hex, this hex gets 0 rewards
if hspot_hex not in whitelist_hexs:
scale = 0
reward_scales[h['address']] = scale
if normalize:
# will set mean of all scales to 1 for ease of understanding
scale_sum = 0
for v in reward_scales.values():
scale_sum += v
scale_avg = scale_sum / len(reward_scales)
for k in reward_scales.keys():
reward_scales[k] /= scale_avg
return reward_scales
def children(self, res=None):
"""Return the children of a given node with given res."""
if res is None:
res = self.res + 1
return h3.h3_to_children(self.hex_id, res)
#!/usr/bin/env python3
import h3
base_cells = h3.get_res0_indexes()
all_cells = []
for base_cell in base_cells:
res5_cells = h3.h3_to_children(base_cell, 4)
all_cells += res5_cells
with open("h3_4_index.txt", "w") as fd:
for cell in all_cells:
fd.write(f"{cell}\n")
def test_h3_to_children():
h = '8828308281fffff'
children = h3.h3_to_children(h, 9)
assert len(children) == 7