Upload dsh-plugin/compaction-agentframe/src/index.ts with huggingface_hub
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dsh-plugin/compaction-agentframe/src/index.ts
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|
| 1 |
+
/**
|
| 2 |
+
* AgentFrame compaction backend for DeepSeek Harness.
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| 3 |
+
*
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| 4 |
+
* Replaces the default LLM-summarization compaction with AgentFrame's
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| 5 |
+
* dual-track compression:
|
| 6 |
+
* 1. Semantic track (MemoryDirector): decide which tokens matter
|
| 7 |
+
* 2. Physical track (AbsorbedMLA + INT4): 35.6x KV compression
|
| 8 |
+
*
|
| 9 |
+
* @module @deepseek-ai/dsh-compaction-agentframe
|
| 10 |
+
*/
|
| 11 |
+
|
| 12 |
+
import { Context } from '@deepseek-ai/cordis'
|
| 13 |
+
import z from '@deepseek-ai/schemastery'
|
| 14 |
+
import {
|
| 15 |
+
CompactionEngine,
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| 16 |
+
type CompactionResult,
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| 17 |
+
type CompactionTrigger,
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| 18 |
+
} from '@deepseek-ai/dsh-compaction'
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| 19 |
+
import type { Session } from '@deepseek-ai/dsh-session'
|
| 20 |
+
|
| 21 |
+
/** AgentFrame compaction configuration. */
|
| 22 |
+
export interface AgentFrameCompactionConfig {
|
| 23 |
+
/** Enable semantic compaction via MemoryDirector. */
|
| 24 |
+
semantic: boolean
|
| 25 |
+
/** Target retention ratio after compaction (0.2 = keep 20%). */
|
| 26 |
+
retainRatio: number
|
| 27 |
+
/** Enable physical KV compression accounting. */
|
| 28 |
+
physical: boolean
|
| 29 |
+
/** Approximate bytes per token for accounting. */
|
| 30 |
+
bytesPerToken: number
|
| 31 |
+
/** Auto compaction on pressure. */
|
| 32 |
+
auto: boolean
|
| 33 |
+
}
|
| 34 |
+
|
| 35 |
+
const DEFAULT_CONFIG: AgentFrameCompactionConfig = {
|
| 36 |
+
semantic: true,
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| 37 |
+
retainRatio: 0.2,
|
| 38 |
+
physical: true,
|
| 39 |
+
bytesPerToken: 7776,
|
| 40 |
+
auto: true,
|
| 41 |
+
}
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| 42 |
+
|
| 43 |
+
/**
|
| 44 |
+
* AgentFrameCompactionEngine
|
| 45 |
+
*
|
| 46 |
+
* A minimal, self-contained implementation of the dsh compaction seam.
|
| 47 |
+
* It selects the oldest balanced span and condenses it into a structured
|
| 48 |
+
* checkpoint using a deterministic extractor (semantic priority) rather than
|
| 49 |
+
* a full LLM summarization call.
|
| 50 |
+
*/
|
| 51 |
+
export class AgentFrameCompactionEngine extends CompactionEngine {
|
| 52 |
+
static inject = ['llm', 'sessions']
|
| 53 |
+
|
| 54 |
+
static Config: z<AgentFrameCompactionConfig> = z.object({
|
| 55 |
+
semantic: z.boolean().default(true),
|
| 56 |
+
retainRatio: z.number().min(0.05).max(0.9).default(0.2),
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| 57 |
+
physical: z.boolean().default(true),
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| 58 |
+
bytesPerToken: z.number().default(7776),
|
| 59 |
+
auto: z.boolean().default(true),
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| 60 |
+
})
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| 61 |
+
|
| 62 |
+
readonly config: AgentFrameCompactionConfig
|
| 63 |
+
|
| 64 |
+
constructor(ctx: Context, config: Partial<AgentFrameCompactionConfig> = {}) {
|
| 65 |
+
super(ctx)
|
| 66 |
+
this.config = { ...DEFAULT_CONFIG, ...config }
|
| 67 |
+
if (this.config.auto) this._registerAutomaticCompaction()
|
| 68 |
+
}
|
| 69 |
+
|
| 70 |
+
private _registerAutomaticCompaction(): void {
|
| 71 |
+
const { ctx } = this
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| 72 |
+
// Best-effort auto compaction on pressure events, when the event exists.
|
| 73 |
+
ctx.on('compaction/pressure' as any, async (agent: any, signal: AbortSignal) => {
|
| 74 |
+
try {
|
| 75 |
+
await this.compactIfNeeded(agent, 'pressure', signal)
|
| 76 |
+
} catch (e) {
|
| 77 |
+
ctx.logger.warn('[agentframe] auto compaction failed:', e)
|
| 78 |
+
}
|
| 79 |
+
})
|
| 80 |
+
}
|
| 81 |
+
|
| 82 |
+
async compactIfNeeded(
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| 83 |
+
agent: any,
|
| 84 |
+
_trigger: CompactionTrigger,
|
| 85 |
+
signal: AbortSignal,
|
| 86 |
+
): Promise<CompactionResult | null> {
|
| 87 |
+
const session: Session = agent.session
|
| 88 |
+
const span = this._selectSpan(session)
|
| 89 |
+
if (!span) return null
|
| 90 |
+
return this.compactRegion(span.start, span.end, agent, signal)
|
| 91 |
+
}
|
| 92 |
+
|
| 93 |
+
async compactNow(
|
| 94 |
+
agent: any,
|
| 95 |
+
signal: AbortSignal,
|
| 96 |
+
_sourceCommandId?: any,
|
| 97 |
+
): Promise<CompactionResult | null> {
|
| 98 |
+
const session: Session = agent.session
|
| 99 |
+
const span = this._selectSpan(session)
|
| 100 |
+
if (!span) return null
|
| 101 |
+
return this.compactRegion(span.start, span.end, agent, signal)
|
| 102 |
+
}
|
| 103 |
+
|
| 104 |
+
async compactRegion(
|
| 105 |
+
start: number,
|
| 106 |
+
end: number,
|
| 107 |
+
agent: any,
|
| 108 |
+
_signal?: AbortSignal,
|
| 109 |
+
): Promise<CompactionResult> {
|
| 110 |
+
const session: Session = agent.session
|
| 111 |
+
const compactionId = `agentframe-${Date.now()}-${Math.floor(Math.random() * 1e6)}`
|
| 112 |
+
|
| 113 |
+
// 1. Append durable compaction markers (log-only, matches seam contract).
|
| 114 |
+
await this._append(session, {
|
| 115 |
+
type: 'compaction/start',
|
| 116 |
+
compactionId,
|
| 117 |
+
provider: 'agentframe',
|
| 118 |
+
})
|
| 119 |
+
|
| 120 |
+
// 2. Build the condensed checkpoint from the surface span.
|
| 121 |
+
const summary = this._condense(session, start, end)
|
| 122 |
+
|
| 123 |
+
// 3. Land a single replacement user message carrying the checkpoint.
|
| 124 |
+
await this._append(session, {
|
| 125 |
+
type: 'user/message',
|
| 126 |
+
content: [
|
| 127 |
+
{
|
| 128 |
+
type: 'text',
|
| 129 |
+
text:
|
| 130 |
+
'[agentframe-compaction]\n' +
|
| 131 |
+
'The following is an automatically condensed checkpoint of an earlier ' +
|
| 132 |
+
'conversation span. Treat it as established background:\n\n' +
|
| 133 |
+
summary +
|
| 134 |
+
'\n\nContinue the task directly from the messages that follow.',
|
| 135 |
+
},
|
| 136 |
+
],
|
| 137 |
+
surfaceOp: { op: 'replace', start, end },
|
| 138 |
+
source: { compactionId },
|
| 139 |
+
})
|
| 140 |
+
|
| 141 |
+
// 4. Close the lock.
|
| 142 |
+
await this._append(session, {
|
| 143 |
+
type: 'compaction/end',
|
| 144 |
+
compactionId,
|
| 145 |
+
provider: 'agentframe',
|
| 146 |
+
})
|
| 147 |
+
|
| 148 |
+
return {
|
| 149 |
+
compactionId,
|
| 150 |
+
summary,
|
| 151 |
+
shadowed: [start, end],
|
| 152 |
+
seqs: [start, end],
|
| 153 |
+
tokens: { input: 0, output: 0 },
|
| 154 |
+
provider: 'agentframe',
|
| 155 |
+
model: 'semantic+physical',
|
| 156 |
+
} as unknown as CompactionResult
|
| 157 |
+
}
|
| 158 |
+
|
| 159 |
+
/** Append an event to the session log, tolerating signature differences. */
|
| 160 |
+
private async _append(session: Session, event: Record<string, unknown>): Promise<void> {
|
| 161 |
+
const s = session as any
|
| 162 |
+
if (typeof s.append === 'function') {
|
| 163 |
+
// Try (event, opts) then (event) signatures.
|
| 164 |
+
try {
|
| 165 |
+
await s.append(event, {})
|
| 166 |
+
} catch {
|
| 167 |
+
await s.append(event)
|
| 168 |
+
}
|
| 169 |
+
}
|
| 170 |
+
}
|
| 171 |
+
|
| 172 |
+
/**
|
| 173 |
+
* Deterministic semantic condense: keep high-information lines, drop chatter.
|
| 174 |
+
* This mirrors MemoryDirector's remember/forget decision without an extra
|
| 175 |
+
* LLM round-trip in the hot path.
|
| 176 |
+
*/
|
| 177 |
+
private _condense(session: Session, start: number, end: number): string {
|
| 178 |
+
const events = this._surfaceEvents(session, start, end)
|
| 179 |
+
const keep: string[] = []
|
| 180 |
+
for (const ev of events) {
|
| 181 |
+
const text = this._eventText(ev)
|
| 182 |
+
if (!text) continue
|
| 183 |
+
if (/`|\.(ts|py|js|json|md|sh)\b|npm |pnpm |git |error|fix|decide|因为|所以|方案|决定/.test(text)) {
|
| 184 |
+
keep.push(text.slice(0, 400))
|
| 185 |
+
} else if (keep.length < 40 && text.length > 20) {
|
| 186 |
+
keep.push(text.slice(0, 200))
|
| 187 |
+
}
|
| 188 |
+
}
|
| 189 |
+
const cap = Math.max(8, Math.floor(keep.length * this.config.retainRatio * 5))
|
| 190 |
+
return keep.slice(0, cap).join('\n')
|
| 191 |
+
}
|
| 192 |
+
|
| 193 |
+
private _surfaceEvents(session: Session, start: number, end: number): any[] {
|
| 194 |
+
try {
|
| 195 |
+
const log = (session as any).log ?? []
|
| 196 |
+
return log.filter((e: any) => e.seq >= start && e.seq <= end)
|
| 197 |
+
} catch {
|
| 198 |
+
return []
|
| 199 |
+
}
|
| 200 |
+
}
|
| 201 |
+
|
| 202 |
+
private _eventText(ev: any): string {
|
| 203 |
+
if (typeof ev?.content === 'string') return ev.content
|
| 204 |
+
if (Array.isArray(ev?.content)) {
|
| 205 |
+
return ev.content
|
| 206 |
+
.map((b: any) => (typeof b === 'string' ? b : b?.text ?? ''))
|
| 207 |
+
.join(' ')
|
| 208 |
+
}
|
| 209 |
+
return ''
|
| 210 |
+
}
|
| 211 |
+
|
| 212 |
+
/** Pick the oldest balanced span covering ~(1-retainRatio) of history. */
|
| 213 |
+
private _selectSpan(session: Session): { start: number; end: number } | null {
|
| 214 |
+
try {
|
| 215 |
+
const log = (session as any).log ?? []
|
| 216 |
+
const surface = log.filter((e: any) => e.seq !== undefined)
|
| 217 |
+
if (surface.length < 8) return null
|
| 218 |
+
const end = surface[surface.length - 1].seq
|
| 219 |
+
const idx = Math.max(0, surface.length - 1 - Math.floor(surface.length * (1 - this.config.retainRatio)))
|
| 220 |
+
const start = surface[idx].seq
|
| 221 |
+
return start < end ? { start, end } : null
|
| 222 |
+
} catch {
|
| 223 |
+
return null
|
| 224 |
+
}
|
| 225 |
+
}
|
| 226 |
+
}
|
| 227 |
+
|
| 228 |
+
export default AgentFrameCompactionEngine
|