Compare commits
3 Commits
3ec065aaf9
...
06fd18ef4c
Author | SHA1 | Date | |
---|---|---|---|
06fd18ef4c | |||
44bc27b567 | |||
dee40ebdb6 |
33
analysis.py
33
analysis.py
@ -49,13 +49,10 @@ def sociogram_json():
|
|||||||
return JSONResponse({"nodes": nodes, "links": links})
|
return JSONResponse({"nodes": nodes, "links": links})
|
||||||
|
|
||||||
|
|
||||||
def sociogram_data():
|
def sociogram_data(dislike: bool | None = False):
|
||||||
nodes = []
|
|
||||||
links = []
|
|
||||||
G = nx.DiGraph()
|
G = nx.DiGraph()
|
||||||
with Session(engine) as session:
|
with Session(engine) as session:
|
||||||
for p in session.exec(select(P)).fetchall():
|
for p in session.exec(select(P)).fetchall():
|
||||||
nodes.append({"id": p.name})
|
|
||||||
G.add_node(p.name)
|
G.add_node(p.name)
|
||||||
subquery = (
|
subquery = (
|
||||||
select(C.user, func.max(C.time).label("latest"))
|
select(C.user, func.max(C.time).label("latest"))
|
||||||
@ -70,8 +67,10 @@ def sociogram_data():
|
|||||||
)
|
)
|
||||||
for c in session.exec(statement2):
|
for c in session.exec(statement2):
|
||||||
for i, p in enumerate(c.love):
|
for i, p in enumerate(c.love):
|
||||||
G.add_edge(c.user, p, rank=i, popularity=1 - 0.08 * i)
|
G.add_edge(c.user, p, group="love", rank=i, popularity=1 - 0.08 * i)
|
||||||
links.append({"source": c.user, "target": p})
|
if dislike:
|
||||||
|
for i, p in enumerate(c.hate):
|
||||||
|
G.add_edge(c.user, p, group="hate", rank=8, popularity=-0.16)
|
||||||
return G
|
return G
|
||||||
|
|
||||||
|
|
||||||
@ -83,6 +82,12 @@ class Params(BaseModel):
|
|||||||
distance: float | None = 0.2
|
distance: float | None = 0.2
|
||||||
weighting: bool | None = True
|
weighting: bool | None = True
|
||||||
popularity: 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):
|
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.set_facecolor("none") # Set the axis face color to none (transparent)
|
||||||
ax.axis("off") # Turn off axis ticks and frames
|
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)
|
pos = nx.spring_layout(G, scale=2, k=params.distance, iterations=50, seed=None)
|
||||||
nodes = nx.draw_networkx_nodes(
|
nodes = nx.draw_networkx_nodes(
|
||||||
G,
|
G,
|
||||||
pos,
|
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
|
if params.popularity
|
||||||
else "#99ccff",
|
else "#99ccff",
|
||||||
edgecolors="#404040",
|
edgecolors="#404040",
|
||||||
@ -107,18 +114,20 @@ async def render_sociogram(params: Params):
|
|||||||
alpha=0.86,
|
alpha=0.86,
|
||||||
)
|
)
|
||||||
if params.popularity:
|
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_labels(G, pos, font_size=params.font_size)
|
||||||
nx.draw_networkx_edges(
|
nx.draw_networkx_edges(
|
||||||
G,
|
G,
|
||||||
pos,
|
pos,
|
||||||
arrows=True,
|
arrows=True,
|
||||||
edge_color="#404040",
|
edge_color=[EDGECOLOR[G.edges()[*edge]["group"]] for edge in G.edges()],
|
||||||
arrowsize=params.arrow_size,
|
arrowsize=params.arrow_size,
|
||||||
node_size=params.node_size,
|
node_size=params.node_size,
|
||||||
width=params.edge_width,
|
width=params.edge_width,
|
||||||
arrowstyle="-|>",
|
style=[EDGESTYLE[G.edges()[*edge]["group"]] for edge in G.edges()],
|
||||||
# connectionstyle="arc3,rad=0.2",
|
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()]
|
alpha=[1 - 0.08 * G.edges()[*edge]["rank"] for edge in G.edges()]
|
||||||
if params.weighting
|
if params.weighting
|
||||||
else 1,
|
else 1,
|
||||||
|
@ -1,6 +1,22 @@
|
|||||||
import { useEffect, useState } from "react";
|
import { useEffect, useState } from "react";
|
||||||
import { baseUrl } from "./api";
|
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 {
|
interface Prop {
|
||||||
name: string;
|
name: string;
|
||||||
min: string;
|
min: string;
|
||||||
@ -17,18 +33,27 @@ interface Params {
|
|||||||
distance: number;
|
distance: number;
|
||||||
weighting: boolean;
|
weighting: boolean;
|
||||||
popularity: boolean;
|
popularity: boolean;
|
||||||
|
dislike: boolean;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
interface DeferredProps {
|
||||||
|
timeout: number;
|
||||||
|
func: () => void;
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
let timeoutID: number | null = null;
|
||||||
export default function Analysis() {
|
export default function Analysis() {
|
||||||
const [image, setImage] = useState("");
|
const [image, setImage] = useState("");
|
||||||
const [params, setParams] = useState<Params>({
|
const [params, setParams] = useState<Params>({
|
||||||
nodeSize: 2000,
|
nodeSize: 2000,
|
||||||
edgeWidth: 1,
|
edgeWidth: 1,
|
||||||
arrowSize: 20,
|
arrowSize: 16,
|
||||||
fontSize: 10,
|
fontSize: 10,
|
||||||
distance: 2,
|
distance: 2,
|
||||||
weighting: true,
|
weighting: true,
|
||||||
popularity: true,
|
popularity: true,
|
||||||
|
dislike: false,
|
||||||
});
|
});
|
||||||
const [showControlPanel, setShowControlPanel] = useState(false);
|
const [showControlPanel, setShowControlPanel] = useState(false);
|
||||||
const [loading, setLoading] = useState(false);
|
const [loading, setLoading] = useState(false);
|
||||||
@ -49,9 +74,15 @@ export default function Analysis() {
|
|||||||
setLoading(false);
|
setLoading(false);
|
||||||
});
|
});
|
||||||
}
|
}
|
||||||
|
|
||||||
useEffect(() => {
|
useEffect(() => {
|
||||||
loadImage();
|
if (timeoutID) {
|
||||||
}, []);
|
clearTimeout(timeoutID);
|
||||||
|
}
|
||||||
|
timeoutID = setTimeout(() => {
|
||||||
|
loadImage();
|
||||||
|
}, 1000);
|
||||||
|
}, [params]);
|
||||||
|
|
||||||
return (
|
return (
|
||||||
<div className="stack column dropdown">
|
<div className="stack column dropdown">
|
||||||
@ -62,21 +93,29 @@ export default function Analysis() {
|
|||||||
|
|
||||||
<div className="control">
|
<div className="control">
|
||||||
<div className="checkBox">
|
<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
|
<input
|
||||||
type="checkbox"
|
type="checkbox"
|
||||||
checked={params.weighting}
|
checked={params.weighting}
|
||||||
onChange={(evt) => setParams({ ...params, weighting: evt.target.checked })}
|
onChange={(evt) => setParams({ ...params, weighting: evt.target.checked })}
|
||||||
onMouseUp={() => loadImage()}
|
/>
|
||||||
/></div>
|
<label>weighting</label>
|
||||||
|
</div>
|
||||||
|
|
||||||
<div className="checkBox">
|
<div className="checkBox">
|
||||||
<label>popularity</label>
|
|
||||||
<input
|
<input
|
||||||
type="checkbox"
|
type="checkbox"
|
||||||
checked={params.popularity}
|
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>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
@ -89,7 +128,6 @@ export default function Analysis() {
|
|||||||
step="0.05"
|
step="0.05"
|
||||||
value={params.distance}
|
value={params.distance}
|
||||||
onChange={(evt) => setParams({ ...params, distance: Number(evt.target.value) })}
|
onChange={(evt) => setParams({ ...params, distance: Number(evt.target.value) })}
|
||||||
onMouseUp={() => loadImage()}
|
|
||||||
/>
|
/>
|
||||||
<span>{params.distance}</span></div>
|
<span>{params.distance}</span></div>
|
||||||
|
|
||||||
@ -101,7 +139,6 @@ export default function Analysis() {
|
|||||||
max="3000"
|
max="3000"
|
||||||
value={params.nodeSize}
|
value={params.nodeSize}
|
||||||
onChange={(evt) => setParams({ ...params, nodeSize: Number(evt.target.value) })}
|
onChange={(evt) => setParams({ ...params, nodeSize: Number(evt.target.value) })}
|
||||||
onMouseUp={() => loadImage()}
|
|
||||||
/>
|
/>
|
||||||
<span>{params.nodeSize}</span>
|
<span>{params.nodeSize}</span>
|
||||||
</div>
|
</div>
|
||||||
@ -114,7 +151,6 @@ export default function Analysis() {
|
|||||||
max="24"
|
max="24"
|
||||||
value={params.fontSize}
|
value={params.fontSize}
|
||||||
onChange={(evt) => setParams({ ...params, fontSize: Number(evt.target.value) })}
|
onChange={(evt) => setParams({ ...params, fontSize: Number(evt.target.value) })}
|
||||||
onMouseUp={() => loadImage()}
|
|
||||||
/>
|
/>
|
||||||
<span>{params.fontSize}</span>
|
<span>{params.fontSize}</span>
|
||||||
</div>
|
</div>
|
||||||
@ -128,7 +164,6 @@ export default function Analysis() {
|
|||||||
step="0.1"
|
step="0.1"
|
||||||
value={params.edgeWidth}
|
value={params.edgeWidth}
|
||||||
onChange={(evt) => setParams({ ...params, edgeWidth: Number(evt.target.value) })}
|
onChange={(evt) => setParams({ ...params, edgeWidth: Number(evt.target.value) })}
|
||||||
onMouseUp={() => loadImage()}
|
|
||||||
/>
|
/>
|
||||||
<span>{params.edgeWidth}</span>
|
<span>{params.edgeWidth}</span>
|
||||||
</div>
|
</div>
|
||||||
@ -141,7 +176,6 @@ export default function Analysis() {
|
|||||||
max="50"
|
max="50"
|
||||||
value={params.arrowSize}
|
value={params.arrowSize}
|
||||||
onChange={(evt) => setParams({ ...params, arrowSize: Number(evt.target.value) })}
|
onChange={(evt) => setParams({ ...params, arrowSize: Number(evt.target.value) })}
|
||||||
onMouseUp={() => loadImage()}
|
|
||||||
/>
|
/>
|
||||||
<span>{params.arrowSize}</span>
|
<span>{params.arrowSize}</span>
|
||||||
</div>
|
</div>
|
||||||
|
@ -148,7 +148,7 @@ button {
|
|||||||
align-items: center;
|
align-items: center;
|
||||||
justify-content: center;
|
justify-content: center;
|
||||||
border: 2px solid #404040;
|
border: 2px solid #404040;
|
||||||
padding: 8px;
|
padding: 8px 16px;
|
||||||
}
|
}
|
||||||
|
|
||||||
@media only screen and (max-width: 1000px) {
|
@media only screen and (max-width: 1000px) {
|
||||||
|
Loading…
x
Reference in New Issue
Block a user