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6252f54 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 | """HTTP client for FastAPI backend."""
import os
import requests
from typing import Any
BACKEND_URL = os.getenv("BACKEND_URL", "http://localhost:8080")
def _url(path: str) -> str:
return f"{BACKEND_URL}{path}"
def get_health() -> dict:
try:
r = requests.get(_url("/api/v1/health"), timeout=5)
r.raise_for_status()
return r.json()
except Exception as exc:
return {"status": "unreachable", "error": str(exc)}
def get_domains() -> list[dict]:
try:
r = requests.get(_url("/api/v1/domains"), timeout=10)
r.raise_for_status()
return r.json()
except Exception:
return []
def get_subdomains(domain_names: list[str]) -> list[dict]:
try:
r = requests.get(
_url("/api/v1/subdomains"),
params=[("domain_names", n) for n in domain_names],
timeout=10,
)
r.raise_for_status()
return r.json()
except Exception:
return []
def get_subdomain_capabilities(subdomain_ids: list[str]) -> list[dict]:
try:
r = requests.get(
_url("/api/v1/subdomain-capabilities"),
params=[("subdomain_ids", sid) for sid in subdomain_ids],
timeout=10,
)
r.raise_for_status()
return r.json()
except Exception:
return []
def analyze(payload: dict, timeout: int = 600) -> dict:
r = requests.post(_url("/api/v1/analyze"), json=payload, timeout=timeout)
r.raise_for_status()
return r.json()
def get_training_metrics() -> list[dict]:
try:
r = requests.get(_url("/api/v1/training/metrics"), timeout=10)
r.raise_for_status()
return r.json()
except Exception:
return []
def get_training_coverage() -> list[dict]:
try:
r = requests.get(_url("/api/v1/training/coverage"), timeout=10)
r.raise_for_status()
return r.json()
except Exception:
return []
def trigger_training(episodes_per_domain: int = 50, domain: str | None = None) -> dict:
payload: dict = {"episodes_per_domain": episodes_per_domain}
if domain:
payload["domain"] = domain
try:
r = requests.post(_url("/api/v1/training/run"), json=payload, timeout=15)
r.raise_for_status()
return r.json()
except Exception as exc:
return {"status": "error", "message": str(exc)}
# ---------------------------------------------------------------------------
# Chat
# ---------------------------------------------------------------------------
def chat(
message: str,
history: list[dict],
domain_filter: str | None = None,
session_id: str | None = None,
) -> dict:
"""Non-streaming chat — returns {reply, sources, suggested_action, enrich_triggered}."""
try:
payload: dict = {"message": message, "history": history}
if domain_filter:
payload["domain_filter"] = domain_filter
if session_id:
payload["session_id"] = session_id
r = requests.post(_url("/api/v1/chat"), json=payload, timeout=120)
r.raise_for_status()
return r.json()
except Exception as exc:
return {"reply": f"Error: {exc}", "sources": [], "suggested_action": None,
"enrich_triggered": False, "enrich_domains": []}
def stream_chat(message: str, history: list[dict], session_id: str = ""):
"""
Generator: streams SSE tokens from /api/v1/chat/stream.
Yields text chunks. Final SSE event stores sources + enrichment info
in st.session_state['_last_chat_sources'] and ['_last_enrich_info'].
"""
import json as _json
params = {"message": message, "history": _json.dumps(history), "session_id": session_id}
try:
with requests.get(
_url("/api/v1/chat/stream"), params=params, stream=True, timeout=600
) as r:
r.raise_for_status()
for raw in r.iter_lines():
if not raw:
continue
line = raw if isinstance(raw, str) else raw.decode("utf-8", errors="replace")
if not line.startswith("data: "):
continue
try:
event = _json.loads(line[6:])
except Exception:
continue
if event.get("text"):
yield event["text"]
elif event.get("done"):
try:
import streamlit as _st
_st.session_state["_last_chat_sources"] = event.get("sources", [])
_st.session_state["_last_enrich_info"] = {
"triggered": event.get("enrich_triggered", False),
"domains": event.get("enrich_domains", []),
"run_id": event.get("enrich_run_id"),
}
except Exception:
pass
except Exception as exc:
yield f"\n\n*Stream error: {exc}*"
# ---------------------------------------------------------------------------
# Chat session management
# ---------------------------------------------------------------------------
def create_or_touch_session(session_id: str, title: str = "") -> dict:
"""POST /api/v1/chat/sessions — create or touch a session."""
try:
r = requests.post(
_url("/api/v1/chat/sessions"),
params={"session_id": session_id, "title": title},
timeout=10,
)
r.raise_for_status()
return r.json()
except Exception as exc:
return {"session_id": session_id, "error": str(exc)}
def get_recent_sessions() -> list[dict]:
"""GET /api/v1/chat/sessions — list recent sessions."""
try:
r = requests.get(_url("/api/v1/chat/sessions"), timeout=10)
r.raise_for_status()
return r.json()
except Exception:
return []
def get_session_messages(session_id: str) -> list[dict]:
"""GET /api/v1/chat/sessions/{id}/messages — load full session history."""
try:
r = requests.get(_url(f"/api/v1/chat/sessions/{session_id}/messages"), timeout=10)
r.raise_for_status()
return r.json().get("messages", [])
except Exception:
return []
def delete_session(session_id: str) -> bool:
"""DELETE /api/v1/chat/sessions/{id}."""
try:
r = requests.delete(_url(f"/api/v1/chat/sessions/{session_id}"), timeout=10)
return r.status_code == 200
except Exception:
return False
# ---------------------------------------------------------------------------
# Graph network
# ---------------------------------------------------------------------------
def get_domain_detail(domain_name: str) -> dict:
"""Returns {domain, standard, trend, subdomain_groups} for the Graph Explorer detail panel."""
try:
r = requests.get(
_url("/api/v1/graph/domain-detail"),
params={"domain_name": domain_name},
timeout=15,
)
r.raise_for_status()
return r.json()
except Exception:
return {"domain": {}, "standard": None, "trend": None, "subdomain_groups": []}
def get_network_graph() -> dict:
"""Returns {nodes: [...], edges: [...]} for the knowledge graph explorer."""
try:
r = requests.get(_url("/api/v1/graph/network"), timeout=15)
r.raise_for_status()
return r.json()
except Exception:
return {"nodes": [], "edges": []}
# ---------------------------------------------------------------------------
# Integrations
# ---------------------------------------------------------------------------
def export_to_jira(payload: dict) -> dict:
"""POST to /api/v1/integrations/jira/export — returns {created_epics, created_stories, errors}."""
r = requests.post(_url("/api/v1/integrations/jira/export"), json=payload, timeout=120)
r.raise_for_status()
return r.json()
def connect_itsm(tool: str, instance_url: str, credentials: dict) -> dict:
"""POST to /api/v1/integrations/itsm/connect — mock integration test."""
payload = {"tool": tool, "instance_url": instance_url, "credentials": credentials}
r = requests.post(_url("/api/v1/integrations/itsm/connect"), json=payload, timeout=15)
r.raise_for_status()
return r.json()
def ingest_erp_csv(file_bytes: bytes, filename: str) -> dict:
"""POST multipart CSV to /api/v1/integrations/erp/ingest."""
files = {"file": (filename, file_bytes, "text/csv")}
r = requests.post(_url("/api/v1/integrations/erp/ingest"), files=files, timeout=60)
r.raise_for_status()
return r.json()
def get_archimate() -> dict:
"""GET /api/v1/integrations/archimate — returns {business, application, technology}."""
try:
r = requests.get(_url("/api/v1/integrations/archimate"), timeout=20)
r.raise_for_status()
return r.json()
except Exception:
return {"business": [], "application": [], "technology": []}
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