import json
import os
import uuid
from datetime import datetime, timezone
import requests
import streamlit as st
import yaml
# В духе https://github.com/streamlit/demo-ai-assistant — крупный герой, заголовок в ряд с действием
st.set_page_config(
page_title="DevOps AI Assistant",
page_icon="✨",
layout="wide",
initial_sidebar_state="expanded",
)
_HERO_HTML = """
"""
def _env(name: str, default: str) -> str:
value = os.getenv(name)
return value if value else default
default_backend_base_url = _env("BACKEND_BASE_URL", "http://backend:8000")
def _normalize_base_url(value: str) -> str:
v = (value or "").strip().rstrip("/")
if v.endswith("/generate"):
v = v[: -len("/generate")]
return v.rstrip("/")
def _title_bar(*, show_logout: bool):
st.html(_HERO_HTML)
row = st.container(horizontal=True, vertical_alignment="bottom")
with row:
st.title("DevOps AI Assistant", anchor=False)
if show_logout:
def _logout():
st.session_state.token = None
st.session_state.chat_messages = []
st.session_state.chat_hydrated = False
st.session_state.autonomous_pl_loaded = False
st.session_state.autonomous_phases = []
st.rerun()
st.button(
"Выйти",
icon=":material/logout:",
on_click=_logout,
help="Выйти из портала",
)
with st.sidebar:
st.markdown("#### Настройки")
backend_base_url = _normalize_base_url(st.text_input("Backend URL", default_backend_base_url))
model = st.selectbox(
"LLM модель",
["deepseek-r1:1.5b", "qwen2.5-coder:1.5b", "llama3.1:8b", "Arena Model"],
)
platform = st.radio("Платформа", ["PV DOT CI", "PV DOT CD", "DPM CI", "DPM CD"])
st.divider()
st.caption("Портал АС/ФП · чат и генератор используют выбранную LLM модель.")
if "history" not in st.session_state:
st.session_state.history = []
if "token" not in st.session_state:
st.session_state.token = None
if "asfp_info" not in st.session_state:
st.session_state.asfp_info = {
"name": "",
"owner": "",
"contacts": "",
"description": "",
}
if "chat_messages" not in st.session_state:
st.session_state.chat_messages = []
def _push_history(*, platform: str, model: str, prompt: str, status: str, config: str, error: str | None):
st.session_state.history.insert(
0,
{
"ts": datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S UTC"),
"platform": platform,
"model": model,
"prompt": prompt,
"status": status,
"error": error,
"config": config,
},
)
st.session_state.history = st.session_state.history[:50]
def _auth_headers():
if not st.session_state.token:
return {}
return {"Authorization": f"Bearer {st.session_state.token}"}
def _detail_or_text(resp: requests.Response) -> str:
try:
payload = resp.json()
if isinstance(payload, dict) and payload.get("detail"):
return str(payload["detail"])
except Exception:
pass
return resp.text
def _new_autonomous_phase() -> dict:
return {
"id": uuid.uuid4().hex,
"name": "",
"description": "",
"jenkins": {"job": "", "server_url": "", "parameters": {}},
}
def _mermaid_autonomous(phases: list) -> str:
if not phases:
return "flowchart LR\n E[Нет фаз]"
lines = ["flowchart LR"]
for i, p in enumerate(phases):
label = (p.get("name") or f"Фаза {i + 1}").replace('"', "'").replace("\n", " ")[:48]
lines.append(f' P{i}["{label}"]')
for i in range(len(phases) - 1):
lines.append(f" P{i} --> P{i + 1}")
return "\n".join(lines)
def _collect_autonomous_for_save(phases: list, ver: int) -> tuple[list | None, str | None]:
out = []
for ph in phases:
pid = ph["id"]
j = ph.get("jenkins") or {}
default_pj = json.dumps(j.get("parameters", {}), ensure_ascii=False, indent=2)
raw = st.session_state.get(f"ap_pj_{pid}_{ver}", default_pj)
try:
params_obj = json.loads(raw) if str(raw).strip() else {}
if not isinstance(params_obj, dict):
raise TypeError("нужен JSON-объект { \"ключ\": \"значение\" }")
except Exception as e:
return None, f"Фаза «{ph.get('name') or pid}»: параметры Jenkins — {e}"
out.append(
{
"id": pid,
"name": st.session_state.get(f"ap_pn_{pid}_{ver}", ph.get("name", "")),
"description": st.session_state.get(f"ap_pd_{pid}_{ver}", ph.get("description", "")),
"jenkins": {
"job": st.session_state.get(f"ap_jj_{pid}_{ver}", j.get("job", "")),
"server_url": st.session_state.get(f"ap_js_{pid}_{ver}", j.get("server_url", "")),
"parameters": {str(k): str(v) for k, v in params_obj.items()},
},
}
)
return out, None
def _phase_for_jenkins_trigger(ph: dict, ver: int) -> tuple[dict | None, str | None]:
"""Тело для POST /jenkins/trigger из текущих виджетов фазы."""
pid = ph["id"]
j = ph.get("jenkins") or {}
default_pj = json.dumps(j.get("parameters", {}), ensure_ascii=False, indent=2)
raw = st.session_state.get(f"ap_pj_{pid}_{ver}", default_pj)
try:
params_obj = json.loads(raw) if str(raw).strip() else {}
if not isinstance(params_obj, dict):
raise TypeError("нужен JSON-объект")
except Exception as e:
return None, f"Параметры Jenkins: {e}"
job = st.session_state.get(f"ap_jj_{pid}_{ver}", j.get("job", "")).strip()
if not job:
return None, "Укажите Job / путь."
surl = st.session_state.get(f"ap_js_{pid}_{ver}", j.get("server_url", "")).strip()
return (
{
"server_url": surl,
"job": job,
"parameters": {str(k): str(v) for k, v in params_obj.items()},
},
None,
)
def _show_account():
_title_bar(show_logout=bool(st.session_state.token))
st.caption("Войдите или создайте учётную запись, чтобы открыть разделы портала.")
# Два блока с рамкой — ближе к «карточному» виду демо
c1, c2 = st.columns(2, gap="large")
with c1:
with st.container(border=True):
st.markdown("**Регистрация**")
reg_email = st.text_input("Email", key="reg_email")
reg_full_name = st.text_input("Имя (опционально)", key="reg_full_name")
reg_password = st.text_input("Пароль", type="password", key="reg_password")
if st.button("Создать аккаунт", key="btn_register", use_container_width=True):
try:
r = requests.post(
f"{backend_base_url}/auth/register",
json={"email": reg_email, "password": reg_password, "full_name": reg_full_name or None},
timeout=30,
)
if r.status_code >= 400:
st.error(f"Ошибка регистрации: {_detail_or_text(r)}")
else:
st.success("Аккаунт создан. Теперь можно войти.")
except Exception as e:
st.error(f"Ошибка подключения к бекенду: {e}")
with c2:
with st.container(border=True):
st.markdown("**Вход**")
login_email = st.text_input("Email ", key="login_email")
login_password = st.text_input("Пароль ", type="password", key="login_password")
if st.button("Войти", type="primary", key="btn_login", use_container_width=True):
try:
r = requests.post(
f"{backend_base_url}/auth/login",
json={"email": login_email, "password": login_password},
timeout=30,
)
if r.status_code >= 400:
st.error(f"Ошибка входа: {_detail_or_text(r)}")
else:
st.session_state.token = r.json().get("access_token")
st.session_state.chat_messages = []
st.session_state.chat_hydrated = False
st.session_state.autonomous_pl_loaded = False
st.success("Успешный вход.")
st.rerun()
except Exception as e:
st.error(f"Ошибка подключения к бекенду: {e}")
st.divider()
if st.session_state.token:
try:
r = requests.get(f"{backend_base_url}/auth/me", headers=_auth_headers(), timeout=20)
if r.status_code >= 400:
st.session_state.token = None
st.warning("Сессия истекла или токен неверный. Войдите заново.")
st.rerun()
else:
with st.expander("Профиль", expanded=False):
st.json(r.json())
except Exception as e:
st.error(f"Ошибка подключения к бекенду: {e}")
# Auth wall
if not st.session_state.token:
_show_account()
st.stop()
# Подтянуть историю чата из Postgres (один раз после входа / смены пользователя)
if not st.session_state.get("chat_hydrated"):
try:
hr = requests.get(
f"{backend_base_url}/chat/history",
headers=_auth_headers(),
params={"limit": 500},
timeout=30,
)
if hr.ok:
st.session_state.chat_messages = hr.json().get("messages", [])
except Exception:
pass
st.session_state.chat_hydrated = True
if not st.session_state.get("autonomous_pl_loaded"):
st.session_state.autonomous_phases = []
st.session_state.autonomous_pl_title = ""
try:
ar = requests.get(
f"{backend_base_url}/pipelines/autonomous",
headers=_auth_headers(),
timeout=30,
)
if ar.ok:
data = ar.json()
st.session_state.autonomous_pl_title = data.get("title") or ""
phases = data.get("phases") or []
for ph in phases:
if not isinstance(ph, dict):
continue
ph.setdefault("id", uuid.uuid4().hex)
ph.setdefault("jenkins", {})
ph["jenkins"].setdefault("job", "")
ph["jenkins"].setdefault("server_url", "")
ph["jenkins"].setdefault("parameters", {})
st.session_state.autonomous_phases = [p for p in phases if isinstance(p, dict)]
except Exception:
pass
st.session_state.autonomous_pl_loaded = True
st.session_state.autonomous_pl_version = int(st.session_state.get("autonomous_pl_version", 0)) + 1
st.session_state.ap_global_title = st.session_state.get("autonomous_pl_title", "")
# После входа — тот же заголовок + вкладки
_title_bar(show_logout=True)
st.caption("Портал с данными и инструментами для АС/ФП.")
tab_chat, tab_info, tab_autonomous, tab_infra, tab_tools, tab_news = st.tabs(
[
"AI",
"Сведения об АС/ФП",
"Автономные внедрения",
"Инфраструктура АС/ФП",
"Инструменты",
"Новости",
]
)
with tab_chat:
st.subheader("AI")
st.caption(
f"Диалог через `{backend_base_url}/chat` → Ollama. Модель: **{model}**. "
"Переписка сохраняется в базе для вашего пользователя."
)
_, head_b = st.columns([4, 1])
with head_b:
def _clear_chat():
try:
requests.delete(
f"{backend_base_url}/chat/history",
headers=_auth_headers(),
timeout=30,
)
except Exception:
pass
st.session_state.chat_messages = []
st.rerun()
st.button("Очистить чат", on_click=_clear_chat, use_container_width=True, key="btn_clear_chat")
# Только лента сообщений внутри рамки; st.chat_input — снаружи, чтобы строка была внизу экрана
with st.container(border=True):
for m in st.session_state.chat_messages:
with st.chat_message(m["role"]):
st.markdown(m["content"].replace("$", r"\$"))
user_text = st.chat_input("Напишите сообщение…", key="chat_input_portal")
if user_text:
st.session_state.chat_messages.append({"role": "user", "content": user_text})
reply = ""
with st.spinner("Ollama отвечает…"):
try:
r = requests.post(
f"{backend_base_url}/chat",
json={
"model": model,
"messages": st.session_state.chat_messages,
},
headers=_auth_headers(),
timeout=120,
)
if r.status_code >= 400:
reply = f"**Ошибка:** {_detail_or_text(r)}"
else:
reply = r.json().get("content") or ""
except Exception as e:
reply = f"**Ошибка сети:** {e}"
st.session_state.chat_messages.append({"role": "assistant", "content": reply})
st.rerun()
with tab_info:
st.subheader("Сведения об АС/ФП")
st.caption("Черновик формы. Дальше можно привязать к Postgres.")
with st.container(border=True):
st.session_state.asfp_info["name"] = st.text_input("Название", st.session_state.asfp_info["name"])
st.session_state.asfp_info["owner"] = st.text_input("Владелец", st.session_state.asfp_info["owner"])
st.session_state.asfp_info["contacts"] = st.text_input("Контакты", st.session_state.asfp_info["contacts"])
st.session_state.asfp_info["description"] = st.text_area(
"Описание", st.session_state.asfp_info["description"], height=120
)
with st.expander("JSON", expanded=False):
st.json(st.session_state.asfp_info)
with tab_autonomous:
st.subheader("Автономные внедрения")
st.caption(
"Low-code конвейер: фазы идут **слева направо**; под каждой фазой задаётся вызов **Jenkins** и параметры. "
"Идея близка к DPM / Orchestra R ([статья на Хабре](https://habr.com/ru/companies/sberbank/articles/855556/), "
"[документация Platform V DPM](https://sbertech.ru/documents/platform-v-devops-pipeline-management/4.0.0))."
)
ver = int(st.session_state.get("autonomous_pl_version", 0))
phases: list = st.session_state.autonomous_phases
c_head1, c_head2, c_head3 = st.columns([2, 1, 1])
with c_head1:
if "ap_global_title" not in st.session_state:
st.session_state.ap_global_title = st.session_state.get("autonomous_pl_title", "")
st.text_input(
"Название конвейера",
key="ap_global_title",
help="Сохраняется вместе с фазами в базе (один черновик на пользователя).",
)
with c_head2:
if st.button("Добавить фазу", use_container_width=True, key="ap_add_phase"):
phases.append(_new_autonomous_phase())
st.session_state.autonomous_phases = phases
st.session_state.autonomous_pl_version = ver + 1
st.rerun()
with c_head3:
if st.button("Перезагрузить с сервера", use_container_width=True, key="ap_reload"):
st.session_state.autonomous_pl_loaded = False
st.rerun()
with st.expander("Схема потока (Mermaid)", expanded=False):
st.markdown(f"```mermaid\n{_mermaid_autonomous(phases)}\n```")
for idx, ph in enumerate(phases):
pid = ph["id"]
j = ph.setdefault("jenkins", {})
j.setdefault("parameters", {})
st.session_state.setdefault(f"ap_pn_{pid}_{ver}", ph.get("name", ""))
st.session_state.setdefault(f"ap_pd_{pid}_{ver}", ph.get("description", ""))
st.session_state.setdefault(f"ap_jj_{pid}_{ver}", j.get("job", ""))
st.session_state.setdefault(f"ap_js_{pid}_{ver}", j.get("server_url", ""))
st.session_state.setdefault(
f"ap_pj_{pid}_{ver}",
json.dumps(j.get("parameters", {}), ensure_ascii=False, indent=2),
)
title_ph = st.session_state.get(f"ap_pn_{pid}_{ver}", "") or f"Фаза {idx + 1}"
with st.expander(f"◆ {title_ph}", expanded=(idx == len(phases) - 1)):
st.markdown("**Фаза (low-code)**")
st.text_input("Название", key=f"ap_pn_{pid}_{ver}")
st.text_area("Описание / что проверяется на этапе", key=f"ap_pd_{pid}_{ver}", height=68)
st.divider()
st.markdown("**Вызов Jenkins**")
st.caption("Укажите job (путь в Jenkins) и при необходимости базовый URL контроллера; параметры уйдут в job как build parameters.")
st.text_input("Job / путь", key=f"ap_jj_{pid}_{ver}", placeholder="folder/subfolder/job-name")
st.text_input("Jenkins URL (если не дефолтный)", key=f"ap_js_{pid}_{ver}", placeholder="https://jenkins.example.com/")
st.text_area(
"Параметры (JSON-объект)",
key=f"ap_pj_{pid}_{ver}",
height=120,
help='Например: {"BRANCH": "main", "ENV": "staging"}',
)
b1, b2, b3 = st.columns(3)
with b1:
if st.button("Вверх", key=f"ap_up_{pid}_{ver}", disabled=idx == 0):
phases[idx - 1], phases[idx] = phases[idx], phases[idx - 1]
st.session_state.autonomous_phases = phases
st.session_state.autonomous_pl_version = ver + 1
st.rerun()
with b2:
if st.button("Вниз", key=f"ap_dn_{pid}_{ver}", disabled=idx >= len(phases) - 1):
phases[idx + 1], phases[idx] = phases[idx], phases[idx + 1]
st.session_state.autonomous_phases = phases
st.session_state.autonomous_pl_version = ver + 1
st.rerun()
with b3:
if st.button("Удалить фазу", key=f"ap_rm_{pid}_{ver}"):
st.session_state.autonomous_phases = [p for p in phases if p["id"] != pid]
st.session_state.autonomous_pl_version = ver + 1
st.rerun()
if st.button(
"Запустить Jenkins (build / buildWithParameters)",
key=f"ap_run_{pid}_{ver}",
use_container_width=True,
):
pj, jerr = _phase_for_jenkins_trigger(ph, ver)
if jerr:
st.error(jerr)
else:
with st.spinner("Запрос к Jenkins API…"):
try:
jr = requests.post(
f"{backend_base_url}/jenkins/trigger",
json=pj,
headers=_auth_headers(),
timeout=120,
)
if jr.status_code >= 400:
st.error(_detail_or_text(jr))
else:
info = jr.json()
loc = info.get("location") or ""
st.success(
f"Сборка поставлена в очередь. {('Queue: ' + loc) if loc else ''}"
)
except Exception as ex:
st.error(str(ex))
save_col1, save_col2 = st.columns([1, 2])
with save_col1:
if st.button("Сохранить в базу", type="primary", use_container_width=True, key="ap_save_db"):
to_save, err = _collect_autonomous_for_save(phases, ver)
if err:
st.error(err)
else:
try:
body = {
"title": st.session_state.get("ap_global_title", ""),
"phases": to_save,
}
r = requests.put(
f"{backend_base_url}/pipelines/autonomous",
json=body,
headers=_auth_headers(),
timeout=60,
)
if r.status_code >= 400:
st.error(_detail_or_text(r))
else:
data = r.json()
st.session_state.autonomous_pl_title = data.get("title", "")
st.session_state.autonomous_phases = data.get("phases", [])
if "ap_global_title" in st.session_state:
del st.session_state["ap_global_title"]
st.session_state.autonomous_pl_version = ver + 1
st.success("Сохранено.")
st.rerun()
except Exception as e:
st.error(str(e))
with save_col2:
st.caption(
"Сохранение: `PUT /pipelines/autonomous`. Запуск: `POST /jenkins/trigger` "
"(учётные данные Jenkins — только в env backend: `JENKINS_USER`, `JENKINS_TOKEN`)."
)
with st.expander("Экспорт YAML (черновик)", expanded=False):
snap, err = _collect_autonomous_for_save(phases, ver)
if err:
st.warning(err)
else:
doc = {"title": st.session_state.get("ap_global_title", ""), "phases": snap}
st.code(yaml.safe_dump(doc, allow_unicode=True, sort_keys=False), language="yaml")
with tab_infra:
st.subheader("Инфраструктура АС/ФП")
with st.container(border=True):
st.info(
"Сюда можно добавить окружения, кластера, сервисы, ресурсы, сетевые зависимости и т.д."
)
with tab_tools:
st.subheader("Инструменты")
st.caption(f"Backend: `{backend_base_url}`")
with st.container(border=True):
st.markdown("#### Pipeline generator")
user_input = st.text_area(
"Опишите пайплайн (например: 'Python app with pytest and docker build')",
height=150,
key="generator_prompt",
)
col_a, col_b = st.columns([1, 3])
with col_a:
generate_clicked = st.button("Сгенерировать", type="primary", use_container_width=True)
with col_b:
st.caption("Чем конкретнее требования, тем стабильнее YAML.")
if generate_clicked:
if user_input.strip():
with st.spinner("LLM думает..."):
try:
res = requests.post(
f"{backend_base_url}/generate",
json={"description": user_input, "platform": platform, "model": model},
headers=_auth_headers(),
timeout=90,
)
res.raise_for_status()
data = res.json()
status = data.get("status", "error")
config = data.get("config", "")
err = data.get("validation_error")
_push_history(
platform=platform,
model=model,
prompt=user_input,
status=status,
config=config,
error=err,
)
if status == "ok":
st.success("Конфигурация валидна.")
else:
st.error(f"Ошибка валидации: {err}")
st.code(config, language="yaml")
st.download_button("Скачать .yml", config, file_name="pipeline.yml")
except Exception as e:
st.error(f"Ошибка подключения к бекенду: {e}")
else:
st.warning("Пожалуйста, введите описание.")
with tab_news:
st.subheader("Новости")
with st.container(border=True):
st.info(
"Релизы, инциденты, регламентные работы, обновления инструментов — сюда можно вывести ленту позже."
)
st.divider()
st.button(
" :small[:gray[:material/balance: О портале]]",
type="tertiary",
help="DevOps AI Assistant — внутренний портал.",
)