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*
* Nothing here touches Cytoscape or the DOM: given elements, it returns
* elements. That is what makes "did simplifying connectors sum the amounts
* correctly" a question a test can answer.
*/
import type { ElementDefinition } from "cytoscape";
export type NodeType = "wallet" | "transaction" | "ip" | "aggregate" | "cluster";
export interface NodeData {
id: string;
type: NodeType;
label?: string;
risk?: number;
alerted?: boolean;
entity_id?: string;
parent?: string;
depth?: number;
country?: string;
asn?: number | null;
/** aggregate nodes only */
remaining?: number;
source_node?: string;
next_offset?: number;
[key: string]: unknown;
}
export interface EdgeData {
id: string;
source: string;
target: string;
amount: number;
ts?: string | null;
type?: string;
/** set by aggregation */
txCount?: number;
txids?: string[];
confidence?: number;
[key: string]: unknown;
}
export interface GraphPayload {
nodes: { data: NodeData }[];
edges: { data: EdgeData }[];
}
export const EMPTY: GraphPayload = { nodes: [], edges: [] };
/** Above this many neighbours a node is a supernode and gets batched. */
export const SUPERNODE_NEIGHBOURS = 50;
/** How many of them are drawn before the rest become one "+N more" node. */
export const SUPERNODE_VISIBLE = 20;
/** Past this the browser is the bottleneck, not the investigator. */
export const MAX_VISIBLE_NODES = 1000;
// --- colour and weight ----------------------------------------------------
/** Risk as a colour ramp, read off the design tokens at runtime.
*
* Cytoscape paints to a canvas and never sees CSS custom properties, so the
* stops are resolved to literal colours. Colour is never the only signal:
* every node also carries its shape, and flagged nodes carry an outline.
*/
const STOPS: [number, string][] = [
[0.0, "--risk-node-none"],
[0.3, "--risk-node-medium"],
[0.6, "--risk-node-high"],
[0.8, "--risk-node-critical"],
];
const FALLBACK: Record<string, string> = {
"--risk-node-none": "#5fc794",
"--risk-node-medium": "#e3b25c",
"--risk-node-high": "#ff8f61",
"--risk-node-critical": "#ff7186",
"--node-wallet": "#7e9dff",
"--node-transaction": "#97a3b8",
"--node-ip": "#e3b25c",
"--node-taint": "#ff8f61",
"--field": "#070b18",
"--field-ink": "#dce6ff",
"--field-muted": "#7f9bd8",
"--field-rule": "#16224a",
};
export function riskColour(score: number | undefined, read = readToken): string {
const value = Math.min(Math.max(score ?? 0, 0), 1);
let chosen = STOPS[0];
for (const stop of STOPS) if (value >= stop[0]) chosen = stop;
return read(chosen[1]);
}
export function readToken(name: string): string {
if (typeof document === "undefined") return FALLBACK[name] ?? "#888888";
const value = getComputedStyle(document.documentElement).getPropertyValue(name).trim();
return value || FALLBACK[name] || "#888888";
}
/** Edge width on a log scale: a 50 BTC flow should look heavier than a 0.5 BTC
* one without being a hundred times heavier, which no screen can show. */
export function edgeWidth(amount: number): number {
const btc = Math.max(amount, 0);
return Math.min(1 + Math.log10(1 + btc * 100) * 1.6, 9);
}
// --- connector simplification --------------------------------------------
/** Hide the transaction diamonds and join the wallets they connect.
*
* This is a *lossy* view and the UI says so: a transaction with three inputs
* and four outputs becomes twelve wallet-to-wallet edges that no single
* payment ever made. Each aggregated edge therefore carries how many
* transactions it stands for and which ones, so the claim stays checkable,
* and the amount is the value that actually moved out of the transaction on
* that side — an input wallet is credited with the outputs it helped fund,
* split by its share of the inputs.
*/
export function simplifyConnectors(elements: ElementDefinition[]): ElementDefinition[] {
const nodes = new Map<string, ElementDefinition>();
const edgesIn = new Map<string, { from: string; amount: number }[]>();
const edgesOut = new Map<string, { to: string; amount: number; ts?: string | null }[]>();
for (const element of elements) {
const data = element.data as NodeData & Partial<EdgeData>;
if (data.source == null || data.target == null) {
nodes.set(String(data.id), element);
continue;
}
const source = String(data.source);
const target = String(data.target);
const sourceType = nodeType(nodes, elements, source);
const targetType = nodeType(nodes, elements, target);
if (targetType === "transaction") {
const list = edgesIn.get(target) ?? [];
list.push({ from: source, amount: data.amount ?? 0 });
edgesIn.set(target, list);
} else if (sourceType === "transaction") {
const list = edgesOut.get(source) ?? [];
list.push({ to: target, amount: data.amount ?? 0, ts: data.ts });
edgesOut.set(source, list);
}
}
const kept: ElementDefinition[] = [];
for (const [id, element] of nodes) {
if ((element.data as NodeData).type === "transaction") continue;
kept.push(element);
void id;
}
const merged = new Map<string, EdgeData>();
for (const [txid, inputs] of edgesIn) {
const outputs = edgesOut.get(txid) ?? [];
const inputTotal = inputs.reduce((sum, i) => sum + i.amount, 0) || 1;
for (const input of inputs) {
const share = input.amount / inputTotal;
for (const output of outputs) {
const key = `${input.from}->${output.to}`;
const existing = merged.get(key);
const amount = output.amount * share;
if (existing) {
existing.amount += amount;
existing.txCount = (existing.txCount ?? 0) + 1;
existing.txids = [...(existing.txids ?? []), txid];
} else {
merged.set(key, {
id: `agg:${key}`,
source: input.from,
target: output.to,
amount,
ts: output.ts,
type: "aggregated",
txCount: 1,
txids: [txid],
});
}
}
}
}
for (const edge of merged.values()) {
edge.amount = round8(edge.amount);
kept.push({ data: edge });
}
return kept;
}
function nodeType(
known: Map<string, ElementDefinition>,
all: ElementDefinition[],
id: string,
): NodeType | undefined {
const found =
known.get(id) ??
all.find((e) => {
const data = e.data as NodeData & Partial<EdgeData>;
return data.source == null && data.id === id;
});
return found ? ((found.data as NodeData).type as NodeType) : undefined;
}
export const round8 = (value: number) => Math.round(value * 1e8) / 1e8;
// --- supernode batching ---------------------------------------------------
/** Keep the biggest `visible` neighbours and stand the rest behind one node.
*
* Drawing four thousand edges is not a view, it is a blue smear. The "+N
* more" node is honest about what is missing and loads the next page when
* clicked.
*/
export function capNeighbours(
payload: GraphPayload,
sourceId: string,
remaining: number,
nextOffset: number,
visible = SUPERNODE_VISIBLE,
): ElementDefinition[] {
const elements: ElementDefinition[] = [];
const keptNodes = payload.nodes.slice(0, visible + 1 + visible * 2);
for (const node of keptNodes) elements.push({ data: { ...node.data } });
const ids = new Set<string>(keptNodes.map((n) => n.data.id));
for (const edge of payload.edges) {
if (ids.has(edge.data.source) && ids.has(edge.data.target)) {
elements.push({ data: { ...edge.data } });
}
}
if (remaining > 0) {
const aggregateId = `more:${sourceId}:${nextOffset}`;
elements.push({
data: {
id: aggregateId,
type: "aggregate",
label: `+${remaining} more`,
remaining,
source_node: sourceId,
next_offset: nextOffset,
},
});
elements.push({
data: {
id: `edge:${aggregateId}`,
source: sourceId,
target: aggregateId,
amount: 0,
type: "aggregate",
},
});
}
return elements;
}
// --- filtering ------------------------------------------------------------
export interface Filters {
types: Record<Exclude<NodeType, "cluster">, boolean>;
minRisk: number;
minAmount: number;
/** epoch ms, or null for "no bound" */
from: number | null;
to: number | null;
minClusterSize: number;
}
export const DEFAULT_FILTERS: Filters = {
types: { wallet: true, transaction: true, ip: true, aggregate: true },
minRisk: 0,
minAmount: 0,
from: null,
to: null,
minClusterSize: 0,
};
/** True if the node survives the filters. Edges are hidden when either end is. */
export function nodeVisible(data: NodeData, filters: Filters): boolean {
const type = (data.type ?? "wallet") as Exclude<NodeType, "cluster">;
if (filters.types[type] === false) return false;
if (data.type === "wallet" && (data.risk ?? 0) < filters.minRisk) return false;
return true;
}
export function edgeVisible(data: EdgeData, filters: Filters): boolean {
if ((data.amount ?? 0) < filters.minAmount) return false;
const ts = data.ts ? Date.parse(data.ts) : null;
if (ts != null && filters.from != null && ts < filters.from) return false;
if (ts != null && filters.to != null && ts > filters.to) return false;
return true;
}
// --- timeline -------------------------------------------------------------
/** Positions for the timeline layout: time left to right, entity by band.
*
* A peeling chain is a diagonal staircase here and a layering fan is a burst
* in one column, which is the shape an investigator is actually looking for.
*/
export function timelinePositions(
elements: { data: NodeData }[],
edges: { data: EdgeData }[],
width: number,
height: number,
): Record<string, { x: number; y: number }> {
const timeOf = new Map<string, number>();
for (const edge of edges) {
if (!edge.data.ts) continue;
const ts = Date.parse(edge.data.ts);
if (Number.isNaN(ts)) continue;
for (const end of [edge.data.source, edge.data.target]) {
const current = timeOf.get(end);
if (current == null || ts < current) timeOf.set(end, ts);
}
}
const times = [...timeOf.values()];
const min = times.length ? Math.min(...times) : 0;
const max = times.length ? Math.max(...times) : 1;
const span = max - min || 1;
const bands = new Map<string, number>();
for (const node of elements) {
const band = node.data.entity_id ?? node.data.parent ?? node.data.type ?? "other";
if (!bands.has(String(band))) bands.set(String(band), bands.size);
}
const bandHeight = height / Math.max(bands.size, 1);
const positions: Record<string, { x: number; y: number }> = {};
for (const node of elements) {
const band = String(node.data.entity_id ?? node.data.parent ?? node.data.type ?? "other");
const ts = timeOf.get(node.data.id);
const x = ts == null ? 40 : 60 + ((ts - min) / span) * Math.max(width - 120, 200);
const row = bands.get(band) ?? 0;
// A small deterministic jitter inside the band so identical timestamps do
// not stack into one dot.
const jitter = (hash(node.data.id) % 30) - 15;
positions[node.data.id] = { x, y: bandHeight * (row + 0.5) + jitter };
}
return positions;
}
function hash(value: string): number {
let out = 0;
for (let i = 0; i < value.length; i += 1) out = (out * 31 + value.charCodeAt(i)) | 0;
return Math.abs(out);
}
// --- misc -----------------------------------------------------------------
/** Elements arriving from the API, deduplicated against what is on screen. */
export function newElements(
payload: GraphPayload,
has: (id: string) => boolean,
): ElementDefinition[] {
const out: ElementDefinition[] = [];
for (const node of payload.nodes) if (!has(node.data.id)) out.push({ data: { ...node.data } });
for (const edge of payload.edges) if (!has(edge.data.id)) out.push({ data: { ...edge.data } });
return out;
}
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