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adamnschFlorentinD
adamnsch
and
FlorentinD
committed
WIP: Add functionality for continuous color mapping
Co-Authored-By: Florentin Dörre <florentin.dorre@neotechnology.com>
1 parent 5b9da56 commit 4182325

3 files changed

Lines changed: 310 additions & 9 deletions

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‎python-wrapper/src/neo4j_viz/colors.py‎

Lines changed: 267 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -1,12 +1,19 @@
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from collections.abc import Iterable
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from enum import Enum
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from typing import Any, Union
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from pydantic_extra_types.color import ColorType
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ColorsType = Union[dict[Any, ColorType], Iterable[ColorType]]
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class PropertyType(Enum):
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DISCRETE = "discrete"
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CONTINUOUS = "continuous"
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# Comes from https://neo4j.design/40a8cff71/p/5639c0-color/t/page-5639c0-79109681-33
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neo4j_colors = [
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neo4j_colors_discrete = [
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"#FFDF81",
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"#C990C0",
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"#F79767",
@@ -20,3 +27,262 @@
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"#DA7294",
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"#579380",
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]
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_neo4j_colors_continuous_base = ["#FFDF81", "#C990C0"]
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neo4j_colors_continuous = [
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(1.0, 0.8745098039215686, 0.5058823529411764),
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(0.9991695501730103, 0.8732948865820838, 0.5068512110726643),
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(0.9983391003460208, 0.872079969242599, 0.5078200692041522),
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(0.9975086505190311, 0.8708650519031141, 0.5087889273356401),
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(0.9966782006920415, 0.8696501345636294, 0.509757785467128),
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(0.995847750865052, 0.8684352172241445, 0.5107266435986159),
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(0.8264359861591695, 0.6205920799692426, 0.7083737024221453),
242+
(0.8256055363321799, 0.6193771626297577, 0.7093425605536332),
243+
(0.8247750865051903, 0.618162245290273, 0.710311418685121),
244+
(0.8239446366782007, 0.6169473279507882, 0.711280276816609),
245+
(0.8231141868512111, 0.6157324106113033, 0.7122491349480968),
246+
(0.8222837370242214, 0.6145174932718185, 0.7132179930795848),
247+
(0.8214532871972318, 0.6133025759323337, 0.7141868512110726),
248+
(0.8206228373702422, 0.612087658592849, 0.7151557093425606),
249+
(0.8197923875432526, 0.6108727412533641, 0.7161245674740484),
250+
(0.8189619377162629, 0.6096578239138792, 0.7170934256055363),
251+
(0.8181314878892734, 0.6084429065743945, 0.7180622837370242),
252+
(0.8173010380622837, 0.6072279892349096, 0.7190311418685121),
253+
(0.8164705882352941, 0.6060130718954249, 0.72),
254+
(0.8156401384083045, 0.60479815455594, 0.7209688581314879),
255+
(0.8148096885813149, 0.6035832372164551, 0.7219377162629758),
256+
(0.8139792387543252, 0.6023683198769704, 0.7229065743944636),
257+
(0.8131487889273357, 0.6011534025374856, 0.7238754325259515),
258+
(0.812318339100346, 0.5999384851980007, 0.7248442906574395),
259+
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260+
(0.8106574394463668, 0.5975086505190312, 0.7267820069204152),
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(0.8098269896193772, 0.5962937331795464, 0.7277508650519031),
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(0.8089965397923875, 0.5950788158400615, 0.728719723183391),
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(0.808166089965398, 0.5938638985005766, 0.7296885813148789),
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(0.8031833910034601, 0.5865743944636679, 0.7355017301038063),
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(0.8023529411764706, 0.585359477124183, 0.7364705882352941),
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274+
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275+
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276+
(0.7973702422145329, 0.5780699730872741, 0.7422837370242215),
277+
(0.7965397923875432, 0.5768550557477893, 0.7432525951557094),
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(0.7948788927335639, 0.5744252210688197, 0.7451903114186851),
280+
(0.7940484429065744, 0.5732103037293348, 0.746159169550173),
281+
(0.7932179930795847, 0.57199538638985, 0.7471280276816609),
282+
(0.7923875432525951, 0.5707804690503653, 0.7480968858131487),
283+
(0.7915570934256055, 0.5695655517108804, 0.7490657439446367),
284+
(0.7907266435986159, 0.5683506343713955, 0.7500346020761246),
285+
(0.7898961937716262, 0.5671357170319108, 0.7510034602076124),
286+
(0.7890657439446367, 0.565920799692426, 0.7519723183391003),
287+
(0.788235294117647, 0.5647058823529412, 0.7529411764705882),
288+
]

‎python-wrapper/src/neo4j_viz/visualization_graph.py‎

Lines changed: 38 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -7,7 +7,7 @@
77
from IPython.display import HTML
88
from pydantic_extra_types.color import Color, ColorType
99

10-
from .colors import ColorsType, neo4j_colors
10+
from .colors import ColorsType, PropertyType, neo4j_colors_discrete, neo4j_colors_continuous
1111
from .node import Node, NodeIdType
1212
from .node_size import RealNumber, verify_radii
1313
from .nvl import NVL
@@ -194,7 +194,35 @@ def resize_nodes(
194194

195195
node.size = size
196196

197-
def color_nodes(self, property: str, colors: Optional[ColorsType] = None, override: bool = False) -> None:
197+
@staticmethod
198+
def _normalize_values(
199+
node_map: dict[NodeIdType, RealNumber], min_max: tuple[float, float] = (0, 1)
200+
) -> dict[NodeIdType, RealNumber]:
201+
unscaled_min_size = min(node_map.values())
202+
unscaled_max_size = max(node_map.values())
203+
unscaled_size_range = float(unscaled_max_size - unscaled_min_size)
204+
205+
new_min_size, new_max_size = min_max
206+
new_size_range = new_max_size - new_min_size
207+
208+
if abs(unscaled_size_range) < 1e-6:
209+
default_node_size = new_min_size + new_size_range / 2.0
210+
new_map = {id: default_node_size for id in node_map}
211+
else:
212+
new_map = {
213+
id: new_min_size + new_size_range * ((nz - unscaled_min_size) / unscaled_size_range)
214+
for id, nz in node_map.items()
215+
}
216+
217+
return new_map
218+
219+
def color_nodes(
220+
self,
221+
property: str,
222+
colors: Optional[ColorsType] = None,
223+
property_type=PropertyType.DISCRETE,
224+
override: bool = False,
225+
) -> None:
198226
"""
199227
Color the nodes in the graph based on a property.
200228
@@ -211,7 +239,14 @@ def color_nodes(self, property: str, colors: Optional[ColorsType] = None, overri
211239
Whether to override existing colors of the nodes, if they have any.
212240
"""
213241
if colors is None:
214-
colors = neo4j_colors
242+
if property_type == PropertyType.DISCRETE:
243+
colors = neo4j_colors_discrete
244+
else:
245+
start_colors = neo4j_colors_continuous
246+
node_map = {
247+
node.id: getattr(node, property) for node in self.nodes if getattr(node, property) is not None
248+
}
249+
normalized_map = self._normalize_values(node_map)
215250

216251
if isinstance(colors, dict):
217252
self._color_nodes_dict(property, colors, override)

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