m-olap-sdk 0.1.15

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module mining data in OLAP

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• Raw Query:

from mobio.libs.olap.mining_warehouse.base_engine.base_session import BaseSession
from sqlalchemy import text


class JourneyReportHandle:
    def __init__(self, olap_uri, sniff=False):
        self.session = BaseSession(olap_uri=olap_uri, sniff=sniff)

    def get_journey_by_id(self, record_id):
        stmt = """
        select `name` from report where id=:record_id
        """
        with self.session.SessionLocal() as session:
            result = session.execute(
                text(stmt),
                {"id": record_id},
            ).first()
            session.close()

        return result

if __name__ == "__main__":
    with JourneyReportHandle(
        olap_uri="mobio://user:pass@host:host/default_catalog.journey_builder"
    ).session.SessionLocal() as ss:
        result1 = list(
            ss.execute(
                text(
                    """
                    select id from report limit 10
                    """
                ),
            ).all()
        )
        ss.close()
    print("result1 {}".format(result1))

• ORM:

from sqlalchemy.orm import declarative_base
from mobio.libs.olap.mining_warehouse.base_engine.base_session import BaseSession
from sqlalchemy import Column, String

Base = declarative_base()


class BaseModel(Base):
    __abstract__ = True

    def __init__(self, olap_uri, sniff=False):
        super(BaseModel, self).__init__()
        self.session = BaseSession(olap_uri=olap_uri, sniff=sniff)
        pass


class JourneyReport(BaseModel):
    __tablename__ = "report"

    id = Column(String(36), primary_key=True)
    journey_id = Column(String(36))
    instance_id = Column(String(36))

    def __repr__(self):
        return f"JourneyReport(id={self.id!r}, journey_id={self.journey_id!r}, instance_id={self.instance_id!r})"

if __name__ == "__main__":
    with JourneyReport(
        olap_uri="mobio://user:pass@host:host/default_catalog.journey_builder"
    ).session.SessionLocal() as ss3:
        result3 = ss3.query(JourneyReport).limit(10).all()
    print("result3 {}".format(result3))

Release notes:

• 0.1.15 (2025-06-02):

  • thêm config pool_pre_ping và pool_recycle lúc call create_engine
    • pool_pre_ping sẽ call select 1 trước mỗi câu truy vấn đến StarRocks, điều này sẽ tăng đôi chút về performance nhưng đảm bảo việc catching connection đã bị dropped hay chưa.
    • pool_recycle sẽ định kỳ tạo mới connection (set mặc định là 1h). Điều này nhằm tránh stale connection.

• 0.1.14 (2024-06-04):

  • dùng pymysql thay cho MySQL-Client

• 0.1.13 (2024-01-06):

  • Fix issue create connection when cluster only has leader
  • support sniff frontends

• 0.1.12 (2024-01-06):

  • support HA

• 0.1.11 (2023-12-07):

  • port libs

• 0.1.4 (2023-11-28):

  • fix validate column name, support dynamic field with prefix

• 0.1.3 (2023-11-27):

  • remove m-utilities, chỉ dependence m-logging để support python3.8

• 0.1.2 (2023-11-27):

  • alter table

• 0.1.1 (2023-11-24):

  • support lấy profile by id, hỗ trợ việc masking data