feat(airflow): добавлен гейт целостности DDS для урока 4
- Зачем:
- урок 4 должен показывать не только измерение сирот в DDS, но и остановку Airflow DAG при нарушении связи dds.event -> dds.click.
- Что:
- добавлен assert_dds_integrity в etl_pipeline и документация управляемого красного сценария.
- вынесены общие helper'ы для SQL-split и boolean-параметров Airflow.
- добавлен урок 4 и обновлены навигация курса, план обучения и operations notes.
- Проверка:
- python3 -m py_compile airflow/dags/etl_pipeline_dag.py airflow/dags/ddl_init_dag.py airflow/dags/kafka_load_dag.py airflow/dags/utils/airflow_params.py airflow/dags/utils/sql_helpers.py.
- docker compose exec -T airflow-webserver airflow dags test etl_pipeline 2026-06-05T18:00:00 -c '{"full_refresh": true}'.
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"""Общие helper-функции для параметров Airflow DAG."""
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from __future__ import annotations
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TRUE_VALUES = {"1", "true", "t", "yes", "y", "on"}
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FALSE_VALUES = {"0", "false", "f", "no", "n", "off"}
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def _param_error(message: str) -> Exception:
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try:
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from airflow.exceptions import AirflowException
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return AirflowException(message)
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except ModuleNotFoundError:
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return ValueError(message)
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def parse_bool_param(value: object, name: str) -> bool:
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"""Преобразует bool-параметр из dag_run.conf/params в явный boolean."""
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if isinstance(value, bool):
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return value
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if isinstance(value, int) and value in (0, 1):
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return bool(value)
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if isinstance(value, str):
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normalized = value.strip().lower()
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if normalized in TRUE_VALUES:
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return True
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if normalized in FALSE_VALUES:
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return False
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raise _param_error(f"Параметр {name} должен быть boolean, получено: {value!r}")
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@@ -0,0 +1,153 @@
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"""Общие helper-функции для чтения SQL-файлов из Airflow DAG."""
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from __future__ import annotations
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from pathlib import Path
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def _sql_error(message: str) -> Exception:
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try:
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from airflow.exceptions import AirflowException
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return AirflowException(message)
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except ModuleNotFoundError:
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return ValueError(message)
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def strip_sql_comments(sql_text: str) -> str:
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"""Удаляет SQL-комментарии, не трогая строки в кавычках."""
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result: list[str] = []
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i = 0
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in_single_quote = False
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in_double_quote = False
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while i < len(sql_text):
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char = sql_text[i]
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next_char = sql_text[i + 1] if i + 1 < len(sql_text) else ""
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if in_single_quote:
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result.append(char)
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if char == "'" and next_char == "'":
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result.append(next_char)
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i += 2
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continue
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if char == "'" and (i == 0 or sql_text[i - 1] != "\\"):
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in_single_quote = False
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i += 1
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continue
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if in_double_quote:
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result.append(char)
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if char == '"' and (i == 0 or sql_text[i - 1] != "\\"):
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in_double_quote = False
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i += 1
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continue
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if char == "'":
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in_single_quote = True
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result.append(char)
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i += 1
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continue
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if char == '"':
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in_double_quote = True
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result.append(char)
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i += 1
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continue
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if char == "-" and next_char == "-":
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i += 2
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while i < len(sql_text) and sql_text[i] not in "\r\n":
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i += 1
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continue
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if char == "/" and next_char == "*":
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i += 2
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while (
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i < len(sql_text) - 1
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and not (sql_text[i] == "*" and sql_text[i + 1] == "/")
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):
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if sql_text[i] in "\r\n":
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result.append(sql_text[i])
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i += 1
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i += 2
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continue
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result.append(char)
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i += 1
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return "".join(result)
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def split_sql_statements(sql_text: str) -> tuple[str, ...]:
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"""Делит SQL на команды по ';' вне строковых литералов."""
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statements: list[str] = []
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current: list[str] = []
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cleaned_sql = strip_sql_comments(sql_text)
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in_single_quote = False
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in_double_quote = False
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i = 0
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while i < len(cleaned_sql):
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char = cleaned_sql[i]
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next_char = cleaned_sql[i + 1] if i + 1 < len(cleaned_sql) else ""
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if in_single_quote:
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current.append(char)
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if char == "'" and next_char == "'":
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current.append(next_char)
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i += 2
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continue
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if char == "'" and (i == 0 or cleaned_sql[i - 1] != "\\"):
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in_single_quote = False
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i += 1
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continue
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if in_double_quote:
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current.append(char)
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if char == '"' and (i == 0 or cleaned_sql[i - 1] != "\\"):
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in_double_quote = False
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i += 1
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continue
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if char == "'":
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in_single_quote = True
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current.append(char)
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i += 1
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continue
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if char == '"':
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in_double_quote = True
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current.append(char)
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i += 1
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continue
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if char == ";":
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statement = "".join(current).strip()
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if statement:
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statements.append(statement)
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current = []
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i += 1
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continue
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current.append(char)
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i += 1
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statement = "".join(current).strip()
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if statement:
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statements.append(statement)
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return tuple(statements)
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def load_sql_statements(sql_root: Path, relative_path: str) -> tuple[str, ...]:
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"""Читает SQL-файл и возвращает отдельные команды."""
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file_path = sql_root / relative_path
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if not file_path.is_file():
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raise _sql_error(f"SQL-файл не найден: {file_path}")
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statements = split_sql_statements(file_path.read_text(encoding="utf-8"))
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if not statements:
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raise _sql_error(f"SQL-файл пустой: {file_path}")
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return statements
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