656 lines
29 KiB
Python
656 lines
29 KiB
Python
# Copyright (c) 2025 Patrick Motsch
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# All rights reserved.
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"""RAG Inventory API — global knowledge-store visibility for users, admins, platform."""
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import logging
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from typing import Any, Dict, List, Optional
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from fastapi import APIRouter, HTTPException, Depends, Request
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from modules.auth import limiter, getCurrentUser, getRequestContext, RequestContext
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from modules.datamodels.datamodelUam import User
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from modules.shared.i18nRegistry import apiRouteContext, resolveJobMessage
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routeApiMsg = apiRouteContext("routeRagInventory")
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logger = logging.getLogger(__name__)
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router = APIRouter(
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prefix="/api/rag/inventory",
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tags=["RAG Inventory"],
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responses={
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401: {"description": "Unauthorized"},
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403: {"description": "Forbidden"},
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500: {"description": "Internal server error"},
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},
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)
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_SUB_RESULT_KEYS = ("sharepoint", "outlook", "drive", "gmail", "clickup", "kdrive")
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def _flattenJobResult(result: Dict[str, Any]) -> Dict[str, Any]:
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"""Bootstrap handlers nest per-service results (e.g. msft returns
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`{"sharepoint": {...}, "outlook": {...}}`). The UI needs per-connection
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aggregates AND the first hit limit, so we sum the counters and pick the
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most informative `stoppedAtLimit` across sub-services.
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Returns a flat dict with the same keys the UI expects on `lastSuccess`.
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"""
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subResults = [result[k] for k in _SUB_RESULT_KEYS if isinstance(result.get(k), dict)]
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if not subResults:
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# Single-service handler that returns flat dict directly (legacy path).
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return result
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indexed = sum(int(r.get("indexed") or 0) for r in subResults)
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skippedDup = sum(int(r.get("skippedDuplicate") or 0) for r in subResults)
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skippedPol = sum(int(r.get("skippedPolicy") or 0) for r in subResults)
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failed = sum(int(r.get("failed") or 0) for r in subResults)
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bytes_ = sum(int(r.get("bytesProcessed") or 0) for r in subResults)
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# Parallel sub-services: wall-clock ≈ slowest one.
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durationMs = max((int(r.get("durationMs") or 0) for r in subResults), default=0)
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# First sub-service that hit a limit wins — UI shows one banner per
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# connection; if multiple stopped, the first one is informative enough
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# and the user re-runs after raising that budget.
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stoppedAtLimit: Optional[str] = None
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limits: Dict[str, Any] = {}
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for r in subResults:
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if r.get("stoppedAtLimit"):
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stoppedAtLimit = r["stoppedAtLimit"]
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limits = r.get("limits") or {}
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break
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return {
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"indexed": indexed,
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"skippedDuplicate": skippedDup,
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"skippedPolicy": skippedPol,
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"failed": failed,
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"bytesProcessed": bytes_,
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"durationMs": durationMs,
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"stoppedAtLimit": stoppedAtLimit,
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"limits": limits,
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}
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def _buildConnectionInventory(connections, rootIf, knowledgeIf, jobService) -> List[Dict[str, Any]]:
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"""Build per-connection RAG inventory rows.
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Each DataSource row exposes BOTH numbers because they mean different things:
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* `fileCount` — distinct files indexed (== `FileContentIndex` rows)
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* `chunkCount` — embedding-sized text fragments (== `ContentChunk` rows,
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max `DEFAULT_CHUNK_TOKENS` tokens each, what the vector retrieval
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actually hits)
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A single PDF typically yields 1 file × 5–100 chunks; legacy UI labelled
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`len(FileContentIndex)` as "chunks" which was off by 1–2 orders of
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magnitude and misleading.
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"""
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from modules.datamodels.datamodelDataSource import DataSource
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from modules.datamodels.datamodelKnowledge import FileContentIndex
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from modules.serviceCenter.services.serviceKnowledge._inheritFlags import getEffectiveFlag
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out = []
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for conn in connections:
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connectionId = str(conn.id)
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dataSources = rootIf.db.getRecordset(DataSource, recordFilter={"connectionId": connectionId})
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connIndexRows = knowledgeIf.db.getRecordset(FileContentIndex, recordFilter={"connectionId": connectionId})
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connFileTotal = len(connIndexRows)
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# Map fileId → real chunk count via 1 aggregate query (cheap even for
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# connections with thousands of files; we never load the vector body).
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fileIds = [
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(idx.get("id") if isinstance(idx, dict) else getattr(idx, "id", ""))
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for idx in connIndexRows
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]
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fileIds = [fid for fid in fileIds if fid]
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chunkCountByFile = knowledgeIf.countChunksByFileIds(fileIds) if fileIds else {}
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connChunkTotal = sum(chunkCountByFile.values())
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filesByDs: Dict[str, int] = {}
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chunksByDs: Dict[str, int] = {}
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unassignedFiles = 0
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unassignedChunks = 0
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for idx in connIndexRows:
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fileId = idx.get("id") if isinstance(idx, dict) else getattr(idx, "id", "")
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chunkCnt = chunkCountByFile.get(fileId, 0)
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struct = (idx.get("structure") if isinstance(idx, dict) else getattr(idx, "structure", None)) or {}
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ingestion = struct.get("_ingestion") or {} if isinstance(struct, dict) else {}
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prov = ingestion.get("provenance") or {} if isinstance(ingestion, dict) else {}
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dsIdRef = prov.get("dataSourceId", "") if isinstance(prov, dict) else ""
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if dsIdRef:
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filesByDs[dsIdRef] = filesByDs.get(dsIdRef, 0) + 1
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chunksByDs[dsIdRef] = chunksByDs.get(dsIdRef, 0) + chunkCnt
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else:
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unassignedFiles += 1
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unassignedChunks += chunkCnt
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seen: Dict[str, bool] = {}
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dsItems = []
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for ds in dataSources:
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dsId = ds.get("id") if isinstance(ds, dict) else getattr(ds, "id", "")
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dsPath = ds.get("path") if isinstance(ds, dict) else getattr(ds, "path", "")
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if dsPath in seen:
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continue
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seen[dsPath] = True
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dsItems.append({
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"id": dsId,
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"label": ds.get("label") if isinstance(ds, dict) else getattr(ds, "label", ""),
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"path": dsPath,
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"sourceType": ds.get("sourceType") if isinstance(ds, dict) else getattr(ds, "sourceType", ""),
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"ragIndexEnabled": getEffectiveFlag(ds, "ragIndexEnabled", dataSources, mode="walk"),
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"neutralize": getEffectiveFlag(ds, "neutralize", dataSources, mode="walk"),
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"lastIndexed": ds.get("lastIndexed") if isinstance(ds, dict) else getattr(ds, "lastIndexed", None),
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"fileCount": filesByDs.get(dsId, 0),
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"chunkCount": chunksByDs.get(dsId, 0),
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})
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# Spread orphan files (provenance lost) evenly so totals match.
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if unassignedFiles > 0 and len(dsItems) > 0:
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perFile = unassignedFiles // len(dsItems)
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remFile = unassignedFiles % len(dsItems)
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perChunk = unassignedChunks // len(dsItems)
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remChunk = unassignedChunks % len(dsItems)
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for i, item in enumerate(dsItems):
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item["fileCount"] += perFile + (1 if i < remFile else 0)
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item["chunkCount"] += perChunk + (1 if i < remChunk else 0)
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# Pull a wider window than the previous 5 so the "last successful
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# sync" is found even if a connection has many recent jobs queued.
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jobs = jobService.listJobs(jobType="connection.bootstrap", limit=50)
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connJobs = [j for j in jobs if (j.get("payload") or {}).get("connectionId") == connectionId]
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runningJobs = [
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{
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"jobId": j["id"],
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"progress": j.get("progress", 0),
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# Server-side translate the structured walker payload into
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# the request-context language; frontend renders 1:1 (no
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# `t()` on backend-supplied keys).
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"progressMessage": (
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resolveJobMessage(j.get("progressMessageData"))
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or j.get("progressMessage", "")
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),
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}
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for j in connJobs
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if j.get("status") in ("PENDING", "RUNNING")
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]
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lastError: Optional[Dict[str, Any]] = None
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lastSuccess: Optional[Dict[str, Any]] = None
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for j in connJobs:
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status = j.get("status")
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if status == "ERROR" and lastError is None:
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lastError = {
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"jobId": j["id"],
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"errorMessage": j.get("errorMessage", ""),
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"finishedAt": j.get("finishedAt"),
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}
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elif status == "SUCCESS" and lastSuccess is None:
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# Bootstrap handlers may return either a flat dict (single
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# service) or a nested dict keyed by sub-service (e.g. msft
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# returns {"sharepoint": {...}, "outlook": {...}}). Flatten
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# so the UI always sees aggregated counters and the first
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# sub-service that hit a limit.
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result = _flattenJobResult(j.get("result") or {})
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lastSuccess = {
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"jobId": j["id"],
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"finishedAt": j.get("finishedAt"),
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"indexed": result.get("indexed", 0),
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"skippedDuplicate": result.get("skippedDuplicate", 0),
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"skippedPolicy": result.get("skippedPolicy", 0),
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"failed": result.get("failed", 0),
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"durationMs": result.get("durationMs", 0),
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# Surface limit-stop reason so the UI can warn the user
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# that the index is provably incomplete (and which budget
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# to raise). None means the walker finished naturally.
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"stoppedAtLimit": result.get("stoppedAtLimit"),
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"limits": result.get("limits") or {},
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"bytesProcessed": result.get("bytesProcessed", 0),
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}
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if lastError and lastSuccess:
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break
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out.append({
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"id": connectionId,
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"authority": conn.authority.value if hasattr(conn.authority, "value") else str(conn.authority),
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"externalEmail": getattr(conn, "externalEmail", ""),
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"knowledgeIngestionEnabled": getattr(conn, "knowledgeIngestionEnabled", False),
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"preferences": getattr(conn, "knowledgePreferences", None) or {},
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"dataSources": dsItems,
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"totalFiles": connFileTotal,
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"totalChunks": connChunkTotal,
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"runningJobs": runningJobs,
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"lastError": lastError,
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"lastSuccess": lastSuccess,
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})
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return out
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def _buildFeatureInstanceInventory(featureInstanceIds, rootIf, knowledgeIf) -> List[Dict[str, Any]]:
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"""Build per-feature-instance RAG inventory rows.
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Feature-instance data lives in FileContentIndex with a non-empty
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featureInstanceId. Additionally each feature instance may have
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FeatureDataSource rows that define which tables/data are visible
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as sources, with their own ragIndexEnabled flags.
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Includes feature.bootstrap job status (running/success/error).
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"""
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from modules.datamodels.datamodelKnowledge import FileContentIndex
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from modules.datamodels.datamodelFeatureDataSource import FeatureDataSource
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from modules.interfaces.interfaceFeatures import getFeatureInterface
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from modules.serviceCenter.services.serviceKnowledge._inheritFlags import getEffectiveFlagFds
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from modules.serviceCenter.services.serviceBackgroundJobs import mainBackgroundJobService as jobService
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from modules.serviceCenter.services.serviceKnowledge.subFeatureBootstrap import FEATURE_BOOTSTRAP_JOB_TYPE
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featureIf = getFeatureInterface(rootIf.db)
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allFeatureJobs = jobService.listJobs(jobType=FEATURE_BOOTSTRAP_JOB_TYPE, limit=100)
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out = []
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for fiId in featureInstanceIds:
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instance = featureIf.getFeatureInstance(fiId)
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if not instance or not instance.enabled:
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continue
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indexRows = knowledgeIf.db.getRecordset(
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FileContentIndex, recordFilter={"featureInstanceId": fiId}
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)
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fileIds = [
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(r.get("id") if isinstance(r, dict) else getattr(r, "id", ""))
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for r in indexRows
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]
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fileIds = [fid for fid in fileIds if fid]
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chunkCounts = knowledgeIf.countChunksByFileIds(fileIds) if fileIds else {}
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statusCounts: Dict[str, int] = {}
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for r in indexRows:
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st = (r.get("status") if isinstance(r, dict) else getattr(r, "status", "unknown")) or "unknown"
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statusCounts[st] = statusCounts.get(st, 0) + 1
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allFds = rootIf.db.getRecordset(FeatureDataSource, recordFilter={"featureInstanceId": fiId})
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dsItems = []
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anyRagEnabled = False
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for fds in allFds:
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tblName = (fds.get("tableName") if isinstance(fds, dict) else getattr(fds, "tableName", "")) or ""
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fCode = (fds.get("featureCode") if isinstance(fds, dict) else getattr(fds, "featureCode", "")) or ""
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if tblName == "*" or not fCode:
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continue
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fdsId = fds.get("id") if isinstance(fds, dict) else getattr(fds, "id", "")
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ragEnabled = getEffectiveFlagFds(fds, "ragIndexEnabled", allFds, mode="aggregate")
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if ragEnabled:
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anyRagEnabled = True
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dsItems.append({
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"id": fdsId,
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"label": (fds.get("label") if isinstance(fds, dict) else getattr(fds, "label", "")) or "",
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"tableName": tblName,
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"featureCode": fCode,
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"ragIndexEnabled": ragEnabled,
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})
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fiJobs = [
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j for j in allFeatureJobs
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if (j.get("payload") or {}).get("featureInstanceId") == fiId
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]
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runningJobs = [
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{
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"jobId": j["id"],
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"progress": j.get("progress", 0),
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"progressMessage": (
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resolveJobMessage(j.get("progressMessageData"))
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or j.get("progressMessage", "")
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),
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}
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for j in fiJobs
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if j.get("status") in ("PENDING", "RUNNING")
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]
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lastError: Optional[Dict[str, Any]] = None
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lastSuccess: Optional[Dict[str, Any]] = None
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for j in fiJobs:
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jStatus = j.get("status")
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if jStatus == "ERROR" and lastError is None:
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lastError = {
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"jobId": j["id"],
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"errorMessage": j.get("errorMessage", ""),
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"finishedAt": j.get("finishedAt"),
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}
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elif jStatus == "SUCCESS" and lastSuccess is None:
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result = j.get("result") or {}
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lastSuccess = {
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"jobId": j["id"],
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"finishedAt": j.get("finishedAt"),
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"indexed": result.get("indexed", 0),
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"skippedDuplicate": result.get("skippedDuplicate", 0),
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"failed": result.get("failed", 0),
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}
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if lastError and lastSuccess:
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break
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if not indexRows and not dsItems:
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continue
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out.append({
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"featureInstanceId": fiId,
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"featureCode": instance.featureCode,
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"label": instance.label or instance.featureCode,
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"mandateId": str(instance.mandateId) if instance.mandateId else "",
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"fileCount": len(indexRows),
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"chunkCount": sum(chunkCounts.values()),
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"statusCounts": statusCounts,
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"dataSources": dsItems,
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"ragEnabled": anyRagEnabled,
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"runningJobs": runningJobs,
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"lastSuccess": lastSuccess,
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"lastError": lastError,
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})
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return out
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@router.get("/my-mandates")
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@limiter.limit("30/minute")
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def _getMyMandates(
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request: Request,
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currentUser: User = Depends(getCurrentUser),
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) -> List[Dict[str, Any]]:
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"""Return mandates where the current user has an active membership.
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Used by the RAG inventory frontend to populate the mandate dropdown
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without requiring admin rights (unlike GET /api/mandates/).
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"""
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try:
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from modules.interfaces.interfaceDbApp import getRootInterface
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rootIf = getRootInterface()
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userMandates = rootIf.getUserMandates(str(currentUser.id))
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result = []
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for um in userMandates:
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if not um.enabled:
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continue
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mandate = rootIf.getMandate(str(um.mandateId))
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if not mandate or not getattr(mandate, "enabled", True):
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continue
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result.append({
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"id": str(um.mandateId),
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"name": getattr(mandate, "name", ""),
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"label": getattr(mandate, "label", None) or getattr(mandate, "name", ""),
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})
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return result
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except Exception as e:
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logger.error("Error in RAG inventory /my-mandates: %s", e, exc_info=True)
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raise HTTPException(status_code=500, detail=str(e))
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@router.get("/me")
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@limiter.limit("30/minute")
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def _getInventoryMe(
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request: Request,
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currentUser: User = Depends(getCurrentUser),
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) -> Dict[str, Any]:
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"""Personal RAG inventory: own connections + DataSources + chunk counts + feature uploads."""
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try:
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from modules.interfaces.interfaceDbApp import getRootInterface
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from modules.interfaces.interfaceDbKnowledge import getInterface as getKnowledgeInterface
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from modules.serviceCenter.services.serviceBackgroundJobs import mainBackgroundJobService as jobService
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rootIf = getRootInterface()
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knowledgeIf = getKnowledgeInterface(None)
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connections = rootIf.getUserConnections(currentUser.id)
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items = _buildConnectionInventory(connections, rootIf, knowledgeIf, jobService)
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totalChunks = sum(c.get("totalChunks", 0) for c in items)
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totalFiles = sum(c.get("totalFiles", 0) for c in items)
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featureAccesses = rootIf.getFeatureAccessesForUser(str(currentUser.id))
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fiIds = [
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str(fa.featureInstanceId) for fa in featureAccesses
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if fa.enabled and fa.featureInstanceId
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]
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fiItems = _buildFeatureInstanceInventory(fiIds, rootIf, knowledgeIf)
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totalFiles += sum(fi.get("fileCount", 0) for fi in fiItems)
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totalChunks += sum(fi.get("chunkCount", 0) for fi in fiItems)
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return {
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"connections": items,
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"featureInstances": fiItems,
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"totals": {"files": totalFiles, "chunks": totalChunks},
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}
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except Exception as e:
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logger.error("Error in RAG inventory /me: %s", e, exc_info=True)
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raise HTTPException(status_code=500, detail=str(e))
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@router.get("/mandate")
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@limiter.limit("20/minute")
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def _getInventoryMandate(
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request: Request,
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context: RequestContext = Depends(getRequestContext),
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) -> Dict[str, Any]:
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"""Mandate-level RAG aggregation (requires mandate membership)."""
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if not context.mandateId:
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raise HTTPException(status_code=403, detail=routeApiMsg("Mandate context required"))
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try:
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from modules.interfaces.interfaceDbApp import getRootInterface
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from modules.interfaces.interfaceDbKnowledge import getInterface as getKnowledgeInterface, aggregateMandateRagTotalBytes
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from modules.serviceCenter.services.serviceBackgroundJobs import mainBackgroundJobService as jobService
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rootIf = getRootInterface()
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knowledgeIf = getKnowledgeInterface(None)
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mandateId = str(context.mandateId)
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userId = str(context.user.id)
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userMandates = rootIf.getUserMandates(userId)
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isMember = any(
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getattr(um, "mandateId", None) == mandateId and um.enabled
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for um in userMandates
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)
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if not isMember and not context.isSysAdmin:
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raise HTTPException(status_code=403, detail=routeApiMsg("No membership in this mandate"))
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mandateMembers = rootIf.getUserMandatesByMandate(mandateId)
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memberUserIds = {getattr(um, "userId", None) for um in mandateMembers}
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memberUserIds.discard(None)
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allConnections = []
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for uid in memberUserIds:
|
||
allConnections.extend(rootIf.getUserConnections(uid))
|
||
|
||
items = _buildConnectionInventory(allConnections, rootIf, knowledgeIf, jobService)
|
||
totalChunks = sum(c.get("totalChunks", 0) for c in items)
|
||
totalFiles = sum(c.get("totalFiles", 0) for c in items)
|
||
totalBytes = aggregateMandateRagTotalBytes(mandateId)
|
||
|
||
mandateInstances = rootIf.getFeatureInstancesByMandate(mandateId, enabledOnly=True)
|
||
fiIds = [str(inst.id) for inst in mandateInstances if inst.id]
|
||
fiItems = _buildFeatureInstanceInventory(fiIds, rootIf, knowledgeIf)
|
||
totalFiles += sum(fi.get("fileCount", 0) for fi in fiItems)
|
||
totalChunks += sum(fi.get("chunkCount", 0) for fi in fiItems)
|
||
|
||
return {
|
||
"connections": items,
|
||
"featureInstances": fiItems,
|
||
"totals": {"files": totalFiles, "chunks": totalChunks, "bytes": totalBytes},
|
||
}
|
||
except HTTPException:
|
||
raise
|
||
except Exception as e:
|
||
logger.error("Error in RAG inventory /mandate: %s", e, exc_info=True)
|
||
raise HTTPException(status_code=500, detail=str(e))
|
||
|
||
|
||
@router.get("/platform")
|
||
@limiter.limit("10/minute")
|
||
def _getInventoryPlatform(
|
||
request: Request,
|
||
context: RequestContext = Depends(getRequestContext),
|
||
) -> Dict[str, Any]:
|
||
"""Platform-wide RAG statistics (sysadmin only)."""
|
||
if not context.isSysAdmin:
|
||
raise HTTPException(status_code=403, detail=routeApiMsg("Platform admin required"))
|
||
try:
|
||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||
from modules.interfaces.interfaceDbKnowledge import getInterface as getKnowledgeInterface
|
||
from modules.serviceCenter.services.serviceBackgroundJobs import mainBackgroundJobService as jobService
|
||
from modules.datamodels.datamodelUam import UserConnection
|
||
|
||
rootIf = getRootInterface()
|
||
knowledgeIf = getKnowledgeInterface(None)
|
||
allConnections = rootIf.db.getRecordset(UserConnection)
|
||
connectionObjects = [type("C", (), row)() if isinstance(row, dict) else row for row in allConnections]
|
||
|
||
items = _buildConnectionInventory(connectionObjects, rootIf, knowledgeIf, jobService)
|
||
totalChunks = sum(c.get("totalChunks", 0) for c in items)
|
||
totalFiles = sum(c.get("totalFiles", 0) for c in items)
|
||
|
||
from modules.datamodels.datamodelFeatures import FeatureInstance
|
||
allInstances = rootIf.db.getRecordset(FeatureInstance, recordFilter={"enabled": True})
|
||
fiIds = [
|
||
(r.get("id") if isinstance(r, dict) else getattr(r, "id", ""))
|
||
for r in allInstances
|
||
]
|
||
fiIds = [fid for fid in fiIds if fid]
|
||
fiItems = _buildFeatureInstanceInventory(fiIds, rootIf, knowledgeIf)
|
||
totalFiles += sum(fi.get("fileCount", 0) for fi in fiItems)
|
||
totalChunks += sum(fi.get("chunkCount", 0) for fi in fiItems)
|
||
|
||
return {
|
||
"connections": items,
|
||
"featureInstances": fiItems,
|
||
"totals": {"files": totalFiles, "chunks": totalChunks},
|
||
}
|
||
except HTTPException:
|
||
raise
|
||
except Exception as e:
|
||
logger.error("Error in RAG inventory /platform: %s", e, exc_info=True)
|
||
raise HTTPException(status_code=500, detail=str(e))
|
||
|
||
|
||
@router.post("/reindex/{connectionId}")
|
||
@limiter.limit("10/minute")
|
||
async def _reindexConnection(
|
||
request: Request,
|
||
connectionId: str,
|
||
currentUser: User = Depends(getCurrentUser),
|
||
) -> Dict[str, Any]:
|
||
"""Re-trigger bootstrap for a connection (re-index all ragIndexEnabled DataSources).
|
||
|
||
Submits a new connection.bootstrap job, regardless of previous failures.
|
||
|
||
Must be `async def` so `await startJob(...)` registers the `_runJob` task
|
||
in FastAPI's main event loop. A sync route would land in the worker
|
||
threadpool and `asyncio.run` would tear down the temporary loop right
|
||
after `create_task`, leaving the job stuck in PENDING forever.
|
||
"""
|
||
try:
|
||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||
from modules.serviceCenter.services.serviceBackgroundJobs import startJob
|
||
from modules.datamodels.datamodelDataSource import DataSource
|
||
|
||
rootIf = getRootInterface()
|
||
conn = rootIf.getUserConnectionById(connectionId)
|
||
if conn is None:
|
||
raise HTTPException(status_code=404, detail="Connection not found")
|
||
|
||
if str(conn.userId) != str(currentUser.id):
|
||
raise HTTPException(status_code=403, detail="Not your connection")
|
||
|
||
from modules.serviceCenter.services.serviceKnowledge._inheritFlags import getEffectiveFlag
|
||
dataSources = rootIf.db.getRecordset(DataSource, recordFilter={"connectionId": connectionId})
|
||
ragDs = [ds for ds in dataSources if getEffectiveFlag(ds, "ragIndexEnabled", dataSources, mode="walk") is True]
|
||
if not ragDs:
|
||
return {"status": "skipped", "reason": "no_rag_enabled_datasources"}
|
||
|
||
authority = conn.authority.value if hasattr(conn.authority, "value") else str(conn.authority or "")
|
||
dsIds = [(ds.get("id") if isinstance(ds, dict) else getattr(ds, "id", "")) for ds in ragDs]
|
||
|
||
jobId = await startJob(
|
||
"connection.bootstrap",
|
||
{"connectionId": connectionId, "authority": authority.lower(), "dataSourceIds": dsIds},
|
||
triggeredBy=str(currentUser.id),
|
||
)
|
||
|
||
logger.info("Reindex triggered for connection %s (%d DataSources, jobId=%s)", connectionId, len(dsIds), jobId)
|
||
return {"status": "queued", "connectionId": connectionId, "dataSourceCount": len(dsIds), "jobId": jobId}
|
||
except HTTPException:
|
||
raise
|
||
except Exception as e:
|
||
logger.error("Error triggering reindex: %s", e, exc_info=True)
|
||
raise HTTPException(status_code=500, detail=str(e))
|
||
|
||
|
||
@router.post("/reindex-feature/{featureInstanceId}")
|
||
@limiter.limit("10/minute")
|
||
async def _reindexFeature(
|
||
request: Request,
|
||
featureInstanceId: str,
|
||
currentUser: User = Depends(getCurrentUser),
|
||
) -> Dict[str, Any]:
|
||
"""Re-trigger feature data bootstrap for a feature instance.
|
||
|
||
Indexes all RAG-enabled FeatureDataSource rows owned by this feature
|
||
instance into the knowledge store. Must be ``async def`` so
|
||
``await startJob(...)`` registers in the main loop.
|
||
"""
|
||
try:
|
||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||
from modules.serviceCenter.services.serviceBackgroundJobs import startJob
|
||
from modules.serviceCenter.services.serviceKnowledge.subFeatureBootstrap import FEATURE_BOOTSTRAP_JOB_TYPE
|
||
|
||
rootIf = getRootInterface()
|
||
featureAccesses = rootIf.getFeatureAccessesForUser(str(currentUser.id))
|
||
hasAccess = any(
|
||
str(fa.featureInstanceId) == featureInstanceId and fa.enabled
|
||
for fa in featureAccesses
|
||
)
|
||
if not hasAccess and not getattr(currentUser, "isSysAdmin", False):
|
||
raise HTTPException(status_code=403, detail="No access to this feature instance")
|
||
|
||
jobId = await startJob(
|
||
FEATURE_BOOTSTRAP_JOB_TYPE,
|
||
{"featureInstanceId": featureInstanceId},
|
||
triggeredBy=str(currentUser.id),
|
||
)
|
||
|
||
logger.info("Feature reindex triggered for feature %s (jobId=%s)", featureInstanceId, jobId)
|
||
return {"status": "queued", "featureInstanceId": featureInstanceId, "jobId": jobId}
|
||
except HTTPException:
|
||
raise
|
||
except Exception as e:
|
||
logger.error("Error triggering feature reindex: %s", e, exc_info=True)
|
||
raise HTTPException(status_code=500, detail=str(e))
|
||
|
||
|
||
@router.get("/jobs")
|
||
@limiter.limit("60/minute")
|
||
def _getActiveJobs(
|
||
request: Request,
|
||
currentUser: User = Depends(getCurrentUser),
|
||
) -> List[Dict[str, Any]]:
|
||
"""Active RAG jobs for the current user (used by header badge)."""
|
||
try:
|
||
from modules.serviceCenter.services.serviceBackgroundJobs import listJobs
|
||
from modules.interfaces.interfaceDbApp import getRootInterface
|
||
|
||
rootIf = getRootInterface()
|
||
connections = rootIf.getUserConnections(currentUser.id)
|
||
connectionMap = {str(c.id): c for c in connections}
|
||
connectionIds = set(connectionMap.keys())
|
||
|
||
jobs = listJobs(jobType="connection.bootstrap", limit=50)
|
||
active = []
|
||
for j in jobs:
|
||
if j.get("status") not in ("PENDING", "RUNNING"):
|
||
continue
|
||
payload = j.get("payload") or {}
|
||
connId = payload.get("connectionId")
|
||
if connId in connectionIds:
|
||
conn = connectionMap[connId]
|
||
active.append({
|
||
"jobId": j["id"],
|
||
"connectionId": connId,
|
||
"connectionLabel": getattr(conn, "displayLabel", None) or getattr(conn, "authority", connId),
|
||
"jobType": j.get("jobType", "connection.bootstrap"),
|
||
"progress": j.get("progress", 0),
|
||
"progressMessage": (
|
||
resolveJobMessage(j.get("progressMessageData"))
|
||
or j.get("progressMessage", "")
|
||
),
|
||
})
|
||
return active
|
||
except Exception as e:
|
||
logger.error("Error in RAG inventory /jobs: %s", e, exc_info=True)
|
||
raise HTTPException(status_code=500, detail=str(e))
|