"""
PostgreSQL requirement_table 存储封装（v2 新 schema）

字段：id, description, atomics, source_nodes, status, match_result, embedding
"""

import os
import json
import psycopg2
from psycopg2.extras import RealDictCursor
from typing import List, Dict, Optional
from dotenv import load_dotenv

load_dotenv()


class PostgreSQLRequirementStore:
    def __init__(self):
        """初始化 PostgreSQL 连接"""
        self.conn = psycopg2.connect(
            host=os.getenv('KNOWHUB_DB'),
            port=int(os.getenv('KNOWHUB_PORT', 5432)),
            user=os.getenv('KNOWHUB_USER'),
            password=os.getenv('KNOWHUB_PASSWORD'),
            database=os.getenv('KNOWHUB_DB_NAME')
        )
        self.conn.autocommit = False
        print(f"[PostgreSQL Requirement] 已连接到远程数据库: {os.getenv('KNOWHUB_DB')}")

    def _reconnect(self):
        self.conn = psycopg2.connect(
            host=os.getenv('KNOWHUB_DB'),
            port=int(os.getenv('KNOWHUB_PORT', 5432)),
            user=os.getenv('KNOWHUB_USER'),
            password=os.getenv('KNOWHUB_PASSWORD'),
            database=os.getenv('KNOWHUB_DB_NAME')
        )
        self.conn.autocommit = False

    def _ensure_connection(self):
        if self.conn.closed != 0:
            self._reconnect()
        else:
            try:
                c = self.conn.cursor()
                c.execute("SELECT 1")
                c.close()
            except (psycopg2.OperationalError, psycopg2.InterfaceError):
                self._reconnect()

    def _get_cursor(self):
        self._ensure_connection()
        return self.conn.cursor(cursor_factory=RealDictCursor)

    def insert_or_update(self, requirement: Dict):
        """插入或更新需求记录"""
        cursor = self._get_cursor()
        try:
            cursor.execute("""
                INSERT INTO requirement_table (
                    id, description, atomics, source_nodes, status, match_result, embedding
                ) VALUES (%s, %s, %s, %s, %s, %s, %s)
                ON CONFLICT (id) DO UPDATE SET
                    description = EXCLUDED.description,
                    atomics = EXCLUDED.atomics,
                    source_nodes = EXCLUDED.source_nodes,
                    status = EXCLUDED.status,
                    match_result = EXCLUDED.match_result,
                    embedding = EXCLUDED.embedding
            """, (
                requirement['id'],
                requirement.get('description', ''),
                json.dumps(requirement.get('atomics', [])),
                json.dumps(requirement.get('source_nodes', [])),
                requirement.get('status', '未满足'),
                requirement.get('match_result', ''),
                requirement.get('embedding'),
            ))
            self.conn.commit()
        finally:
            cursor.close()

    def get_by_id(self, req_id: str) -> Optional[Dict]:
        """根据 ID 获取需求"""
        cursor = self._get_cursor()
        try:
            cursor.execute("""
                SELECT id, description, atomics, source_nodes, status, match_result
                FROM requirement_table WHERE id = %s
            """, (req_id,))
            result = cursor.fetchone()
            return self._format_result(result) if result else None
        finally:
            cursor.close()

    def search(self, query_embedding: List[float], limit: int = 10) -> List[Dict]:
        """向量检索需求"""
        cursor = self._get_cursor()
        try:
            cursor.execute("""
                SELECT id, description, atomics, source_nodes, status, match_result,
                       1 - (embedding <=> %s::real[]) as score
                FROM requirement_table
                WHERE embedding IS NOT NULL
                ORDER BY embedding <=> %s::real[]
                LIMIT %s
            """, (query_embedding, query_embedding, limit))
            results = cursor.fetchall()
            return [self._format_result(r) for r in results]
        finally:
            cursor.close()

    def list_all(self, limit: int = 100, offset: int = 0, status: Optional[str] = None) -> List[Dict]:
        """列出需求"""
        cursor = self._get_cursor()
        try:
            if status:
                cursor.execute("""
                    SELECT id, description, atomics, source_nodes, status, match_result
                    FROM requirement_table
                    WHERE status = %s
                    ORDER BY id
                    LIMIT %s OFFSET %s
                """, (status, limit, offset))
            else:
                cursor.execute("""
                    SELECT id, description, atomics, source_nodes, status, match_result
                    FROM requirement_table
                    ORDER BY id
                    LIMIT %s OFFSET %s
                """, (limit, offset))
            results = cursor.fetchall()
            return [self._format_result(r) for r in results]
        finally:
            cursor.close()

    def update(self, req_id: str, updates: Dict):
        """更新需求字段"""
        cursor = self._get_cursor()
        try:
            set_parts = []
            params = []
            json_fields = ('atomics', 'source_nodes')
            for key, value in updates.items():
                set_parts.append(f"{key} = %s")
                if key in json_fields:
                    params.append(json.dumps(value))
                else:
                    params.append(value)
            params.append(req_id)
            cursor.execute(
                f"UPDATE requirement_table SET {', '.join(set_parts)} WHERE id = %s",
                params
            )
            self.conn.commit()
        finally:
            cursor.close()

    def delete(self, req_id: str):
        """删除需求"""
        cursor = self._get_cursor()
        try:
            cursor.execute("DELETE FROM requirement_table WHERE id = %s", (req_id,))
            self.conn.commit()
        finally:
            cursor.close()

    def count(self, status: Optional[str] = None) -> int:
        """统计需求总数"""
        cursor = self._get_cursor()
        try:
            if status:
                cursor.execute("SELECT COUNT(*) as count FROM requirement_table WHERE status = %s", (status,))
            else:
                cursor.execute("SELECT COUNT(*) as count FROM requirement_table")
            return cursor.fetchone()['count']
        finally:
            cursor.close()

    def _format_result(self, row: Dict) -> Dict:
        """格式化查询结果"""
        if not row:
            return None
        result = dict(row)
        for field in ('atomics', 'source_nodes'):
            if field in result and isinstance(result[field], str):
                result[field] = json.loads(result[field])
        return result

    def close(self):
        if self.conn:
            self.conn.close()