demand_server/app/sync/demand_pool_sync.py

import json
import hashlib
import re
from datetime import datetime
from decimal import Decimal, ROUND_HALF_UP
from zoneinfo import ZoneInfo

from sqlalchemy import text

from app.core.config import settings
from app.db.mysql import SessionLocal
from app.odps.client import get_odps_client

IDENTIFIER_RE = re.compile(r"^[A-Za-z_][A-Za-z0-9_]*$")
BATCH_SIZE = 500
SHANGHAI_TZ = ZoneInfo("Asia/Shanghai")
# 与 MySQL `multi_demand_pool_di`.`type` VARCHAR(32) 对齐
_SECONDARY_TYPE_MAX_LEN = 32
# 与 MySQL `multi_demand_pool_di`.`demand_name` VARCHAR(256) 对齐（次源为 merge_leve2:demand）
_SECONDARY_DEMAND_NAME_MAX_LEN = 256


def _safe_identifier(name: str) -> str:
    if not IDENTIFIER_RE.match(name):
        raise ValueError(f"invalid sql identifier: {name}")
    return name


def _serialize_video_list(value: object) -> str | None:
    if value is None:
        return None
    if isinstance(value, list):
        return json.dumps(value, ensure_ascii=False)
    return str(value)


def _serialize_extend(value: object) -> str | None:
    if value is None:
        return None
    if isinstance(value, (dict, list)):
        return json.dumps(value, ensure_ascii=False)
    raw = str(value).strip()
    return raw or None


def _normalize_secondary_weight(value: object) -> float | None:
    if value is None:
        return None
    decimal_value = Decimal(str(value)).quantize(
        Decimal("0.000001"),
        rounding=ROUND_HALF_UP,
    )
    return float(decimal_value)


def _type_from_extend(value: object) -> str | None:
    """从 dwd_demand_pool_di.extend JSON 中解析 type 字段。"""
    if value is None:
        return None
    if isinstance(value, dict):
        parsed: object = value
    else:
        raw = str(value).strip()
        if not raw:
            return None
        try:
            parsed = json.loads(raw)
        except json.JSONDecodeError:
            return None
    if not isinstance(parsed, dict):
        return None
    nested = parsed.get("type")
    if nested is None:
        return None
    text_value = str(nested).strip()
    if not text_value:
        return None
    if len(text_value) > _SECONDARY_TYPE_MAX_LEN:
        return text_value[:_SECONDARY_TYPE_MAX_LEN]
    return text_value


def _fetch_partition_rows_from_primary_source(partition_dt: str) -> list[dict[str, object]]:
    source_table = _safe_identifier(settings.demand_pool_source_table)
    sql = f"""
    SELECT
      strategy,
      demand_id,
      demand_name,
      weight,
      `type`,
      video_count,
      video_list,
      `extend`
    FROM {source_table}
    WHERE dt = '{partition_dt}'
    """
    odps_client = get_odps_client()
    instance = odps_client.execute_sql(sql)

    dedup_rows: dict[str, dict[str, object]] = {}
    with instance.open_reader(tunnel=True) as reader:
        for record in reader:
            demand_id = str(record["demand_id"] or "").strip()
            if not demand_id:
                continue

            dedup_rows[demand_id] = {
                "strategy": record["strategy"],
                "demand_id": demand_id,
                "demand_name": record["demand_name"],
                "weight": record["weight"],
                "demand_type": record["type"],
                "video_count": record["video_count"],
                "video_list": _serialize_video_list(record["video_list"]),
                "ext_info": _serialize_extend(record["extend"]),
                "dt": partition_dt,
            }

    return list(dedup_rows.values())


def _build_secondary_demand_id(demand_name: str, partition_dt: str) -> str:
    raw_value = f"{settings.demand_pool_secondary_strategy}{demand_name}{partition_dt}"
    return hashlib.md5(raw_value.encode("utf-8")).hexdigest()


def _secondary_demand_display_name(merge_leve2: object, demand: str) -> str:
    """次源 demand_name：`merge_leve2:demand`；merge 为空则退化为仅 demand。"""
    part = demand.strip()
    if not part:
        return ""
    merge_s = str(merge_leve2 or "").strip()
    if merge_s:
        combined = f"{merge_s}:{part}"
    else:
        combined = part
    if len(combined) > _SECONDARY_DEMAND_NAME_MAX_LEN:
        return combined[:_SECONDARY_DEMAND_NAME_MAX_LEN]
    return combined


def _fetch_partition_rows_from_secondary_source(partition_dt: str) -> list[dict[str, object]]:
    source_table = _safe_identifier(settings.demand_pool_secondary_source_table)
    sql = f"""
    SELECT
      `merge_leve2`,
      demand,
      score,
      `extend`
    FROM {source_table}
    WHERE dt = '{partition_dt}'
    """
    odps_client = get_odps_client()
    instance = odps_client.execute_sql(sql)

    dedup_rows: dict[str, dict[str, object]] = {}
    with instance.open_reader(tunnel=True) as reader:
        for record in reader:
            demand_raw = str(record["demand"] or "").strip()
            if not demand_raw:
                continue

            demand_name = _secondary_demand_display_name(
                record["merge_leve2"],
                demand_raw,
            )
            if not demand_name:
                continue

            demand_id = _build_secondary_demand_id(demand_name, partition_dt)
            dedup_rows[demand_id] = {
                "strategy": settings.demand_pool_secondary_strategy,
                "demand_id": demand_id,
                "demand_name": demand_name,
                "weight": _normalize_secondary_weight(record["score"]),
                "demand_type": _type_from_extend(record["extend"]),
                "video_count": None,
                "video_list": None,
                "ext_info": settings.demand_pool_secondary_default_ext_info,
                "dt": partition_dt,
            }

    return list(dedup_rows.values())


def _ensure_target_table() -> None:
    target_table = _safe_identifier(settings.demand_pool_target_table)
    create_sql = f"""
    CREATE TABLE IF NOT EXISTS {target_table}
    (
        id BIGINT AUTO_INCREMENT COMMENT '自增id' PRIMARY KEY,
        strategy VARCHAR(64) NULL COMMENT '策略',
        demand_id VARCHAR(64) NULL COMMENT '需求id',
        demand_name VARCHAR(256) NULL COMMENT '需求',
        weight DOUBLE NULL COMMENT '权重',
        `type` VARCHAR(32) NULL COMMENT '需求类型',
        video_count BIGINT NULL COMMENT '视频数量',
        video_list TEXT NULL COMMENT '视频列表',
        ext_info TEXT NULL COMMENT '扩展字段',
        dt VARCHAR(32) NULL COMMENT '分区日期',
        create_time TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
        update_time TIMESTAMP NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT '更新时间',
        UNIQUE KEY uniq_demand_id (demand_id)
    )
    """
    with SessionLocal() as session:
        session.execute(text(create_sql))
        session.commit()


def _upsert_rows_by_demand_id(rows: list[dict[str, object]]) -> int:
    if not rows:
        return 0

    target_table = _safe_identifier(settings.demand_pool_target_table)
    upsert_sql = text(
        f"""
        INSERT INTO {target_table}
        (
            strategy,
            demand_id,
            demand_name,
            weight,
            `type`,
            video_count,
            video_list,
            ext_info,
            dt
        )
        VALUES
        (
            :strategy,
            :demand_id,
            :demand_name,
            :weight,
            :demand_type,
            :video_count,
            :video_list,
            :ext_info,
            :dt
        )
        ON DUPLICATE KEY UPDATE
            strategy = VALUES(strategy),
            demand_name = VALUES(demand_name),
            weight = VALUES(weight),
            `type` = VALUES(`type`),
            video_count = VALUES(video_count),
            video_list = VALUES(video_list),
            ext_info = VALUES(ext_info),
            dt = VALUES(dt),
            update_time = IF(
                NOT (
                    strategy <=> VALUES(strategy)
                    AND demand_name <=> VALUES(demand_name)
                    AND weight <=> VALUES(weight)
                    AND `type` <=> VALUES(`type`)
                    AND video_count <=> VALUES(video_count)
                    AND video_list <=> VALUES(video_list)
                    AND ext_info <=> VALUES(ext_info)
                    AND dt <=> VALUES(dt)
                ),
                CURRENT_TIMESTAMP,
                update_time
            )
        """
    )

    with SessionLocal() as session:
        for start in range(0, len(rows), BATCH_SIZE):
            session.execute(upsert_sql, rows[start : start + BATCH_SIZE])

        session.commit()

    return len(rows)


def sync_partition(partition_dt: str) -> int:
    merged_rows: dict[str, dict[str, object]] = {}
    for row in _fetch_partition_rows_from_primary_source(partition_dt):
        merged_rows[str(row["demand_id"])] = row
    for row in _fetch_partition_rows_from_secondary_source(partition_dt):
        merged_rows[str(row["demand_id"])] = row

    return _upsert_rows_by_demand_id(list(merged_rows.values()))


def run_full_sync(partitions: list[str] | None = None) -> dict[str, int]:
    _ensure_target_table()
    partition_list = partitions or settings.demand_pool_initial_partition_list
    result: dict[str, int] = {}
    for partition in partition_list:
        result[partition] = sync_partition(partition)
    return result


def run_today_incremental_sync() -> dict[str, int]:
    _ensure_target_table()
    partition_dt = datetime.now(SHANGHAI_TZ).strftime("%Y%m%d")
    return {partition_dt: sync_partition(partition_dt)}