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3 Commits

Author SHA1 Message Date
06fd18ef4c
feat: add option to show dislike 2025-02-12 17:23:18 +01:00
44bc27b567
feat: deferred loadImage 2025-02-12 16:53:06 +01:00
dee40ebdb6
feat: decouple popularity and weighting in node_color 2025-02-12 16:08:43 +01:00
3 changed files with 69 additions and 26 deletions

View File

@ -49,13 +49,10 @@ def sociogram_json():
return JSONResponse({"nodes": nodes, "links": links})
def sociogram_data():
nodes = []
links = []
def sociogram_data(dislike: bool | None = False):
G = nx.DiGraph()
with Session(engine) as session:
for p in session.exec(select(P)).fetchall():
nodes.append({"id": p.name})
G.add_node(p.name)
subquery = (
select(C.user, func.max(C.time).label("latest"))
@ -70,8 +67,10 @@ def sociogram_data():
)
for c in session.exec(statement2):
for i, p in enumerate(c.love):
G.add_edge(c.user, p, rank=i, popularity=1 - 0.08 * i)
links.append({"source": c.user, "target": p})
G.add_edge(c.user, p, group="love", rank=i, popularity=1 - 0.08 * i)
if dislike:
for i, p in enumerate(c.hate):
G.add_edge(c.user, p, group="hate", rank=8, popularity=-0.16)
return G
@ -83,6 +82,12 @@ class Params(BaseModel):
distance: float | None = 0.2
weighting: bool | None = True
popularity: bool | None = True
dislike: bool | None = False
ARROWSTYLE = {"love": "-|>", "hate": "-|>"}
EDGESTYLE = {"love": "-", "hate": ":"}
EDGECOLOR = {"love": "#404040", "hate": "#cc0000"}
async def render_sociogram(params: Params):
@ -91,12 +96,14 @@ async def render_sociogram(params: Params):
ax.set_facecolor("none") # Set the axis face color to none (transparent)
ax.axis("off") # Turn off axis ticks and frames
G = sociogram_data()
G = sociogram_data(params.dislike)
pos = nx.spring_layout(G, scale=2, k=params.distance, iterations=50, seed=None)
nodes = nx.draw_networkx_nodes(
G,
pos,
node_color=[v for k, v in G.in_degree(weight="popularity")]
node_color=[
v for k, v in G.in_degree(weight="popularity" if params.weighting else None)
]
if params.popularity
else "#99ccff",
edgecolors="#404040",
@ -107,18 +114,20 @@ async def render_sociogram(params: Params):
alpha=0.86,
)
if params.popularity:
plt.colorbar(nodes)
cbar = plt.colorbar(nodes)
cbar.ax.set_xlabel("popularity")
nx.draw_networkx_labels(G, pos, font_size=params.font_size)
nx.draw_networkx_edges(
G,
pos,
arrows=True,
edge_color="#404040",
edge_color=[EDGECOLOR[G.edges()[*edge]["group"]] for edge in G.edges()],
arrowsize=params.arrow_size,
node_size=params.node_size,
width=params.edge_width,
arrowstyle="-|>",
# connectionstyle="arc3,rad=0.2",
style=[EDGESTYLE[G.edges()[*edge]["group"]] for edge in G.edges()],
arrowstyle=[ARROWSTYLE[G.edges()[*edge]["group"]] for edge in G.edges()],
connectionstyle="arc3,rad=0.12",
alpha=[1 - 0.08 * G.edges()[*edge]["rank"] for edge in G.edges()]
if params.weighting
else 1,

View File

@ -1,6 +1,22 @@
import { useEffect, useState } from "react";
import { baseUrl } from "./api";
//const debounce = <T extends (...args: any[]) => void>(
// func: T,
// delay: number
//): ((...args: Parameters<T>) => void) => {
// let timeoutId: number | null = null;
// return (...args: Parameters<T>) => {
// if (timeoutId !== null) {
// clearTimeout(timeoutId);
// }
// console.log(timeoutId);
// timeoutId = setTimeout(() => {
// func(...args);
// }, delay);
// };
//};
//
interface Prop {
name: string;
min: string;
@ -17,18 +33,27 @@ interface Params {
distance: number;
weighting: boolean;
popularity: boolean;
dislike: boolean;
}
interface DeferredProps {
timeout: number;
func: () => void;
}
let timeoutID: number | null = null;
export default function Analysis() {
const [image, setImage] = useState("");
const [params, setParams] = useState<Params>({
nodeSize: 2000,
edgeWidth: 1,
arrowSize: 20,
arrowSize: 16,
fontSize: 10,
distance: 2,
weighting: true,
popularity: true,
dislike: false,
});
const [showControlPanel, setShowControlPanel] = useState(false);
const [loading, setLoading] = useState(false);
@ -49,9 +74,15 @@ export default function Analysis() {
setLoading(false);
});
}
useEffect(() => {
loadImage();
}, []);
if (timeoutID) {
clearTimeout(timeoutID);
}
timeoutID = setTimeout(() => {
loadImage();
}, 1000);
}, [params]);
return (
<div className="stack column dropdown">
@ -62,21 +93,29 @@ export default function Analysis() {
<div className="control">
<div className="checkBox">
<label>weighting</label>
<input
type="checkbox"
checked={params.dislike}
onChange={(evt) => setParams({ ...params, dislike: evt.target.checked })}
/>
<label>show dislike</label>
</div>
<div className="checkBox">
<input
type="checkbox"
checked={params.weighting}
onChange={(evt) => setParams({ ...params, weighting: evt.target.checked })}
onMouseUp={() => loadImage()}
/></div>
/>
<label>weighting</label>
</div>
<div className="checkBox">
<label>popularity</label>
<input
type="checkbox"
checked={params.popularity}
onChange={(evt) => { setParams({ ...params, popularity: evt.target.checked }); loadImage() }}
onChange={(evt) => setParams({ ...params, popularity: evt.target.checked })}
/>
<label>popularity</label>
</div>
</div>
@ -89,7 +128,6 @@ export default function Analysis() {
step="0.05"
value={params.distance}
onChange={(evt) => setParams({ ...params, distance: Number(evt.target.value) })}
onMouseUp={() => loadImage()}
/>
<span>{params.distance}</span></div>
@ -101,7 +139,6 @@ export default function Analysis() {
max="3000"
value={params.nodeSize}
onChange={(evt) => setParams({ ...params, nodeSize: Number(evt.target.value) })}
onMouseUp={() => loadImage()}
/>
<span>{params.nodeSize}</span>
</div>
@ -114,7 +151,6 @@ export default function Analysis() {
max="24"
value={params.fontSize}
onChange={(evt) => setParams({ ...params, fontSize: Number(evt.target.value) })}
onMouseUp={() => loadImage()}
/>
<span>{params.fontSize}</span>
</div>
@ -128,7 +164,6 @@ export default function Analysis() {
step="0.1"
value={params.edgeWidth}
onChange={(evt) => setParams({ ...params, edgeWidth: Number(evt.target.value) })}
onMouseUp={() => loadImage()}
/>
<span>{params.edgeWidth}</span>
</div>
@ -141,7 +176,6 @@ export default function Analysis() {
max="50"
value={params.arrowSize}
onChange={(evt) => setParams({ ...params, arrowSize: Number(evt.target.value) })}
onMouseUp={() => loadImage()}
/>
<span>{params.arrowSize}</span>
</div>

View File

@ -148,7 +148,7 @@ button {
align-items: center;
justify-content: center;
border: 2px solid #404040;
padding: 8px;
padding: 8px 16px;
}
@media only screen and (max-width: 1000px) {