import dbt.exceptions from typing import Any, Dict, Optional import yaml import yaml.scanner # the C version is faster, but it doesn't always exist try: from yaml import ( CLoader as Loader, CSafeLoader as SafeLoader, CDumper as Dumper ) except ImportError: from yaml import ( # type: ignore # noqa: F401 Loader, SafeLoader, Dumper ) YAML_ERROR_MESSAGE = """ Syntax error near line {line_number} ------------------------------ {nice_error} Raw Error: ------------------------------ {raw_error} """.strip() def line_no(i, line, width=3): line_number = str(i).ljust(width) return "{}| {}".format(line_number, line) def prefix_with_line_numbers(string, no_start, no_end): line_list = string.split('\n') numbers = range(no_start, no_end) relevant_lines = line_list[no_start:no_end] return "\n".join([ line_no(i + 1, line) for (i, line) in zip(numbers, relevant_lines) ]) def contextualized_yaml_error(raw_contents, error): mark = error.problem_mark min_line = max(mark.line - 3, 0) max_line = mark.line + 4 nice_error = prefix_with_line_numbers(raw_contents, min_line, max_line) return YAML_ERROR_MESSAGE.format(line_number=mark.line + 1, nice_error=nice_error, raw_error=error) def safe_load(contents) -> Optional[Dict[str, Any]]: return yaml.load(contents, Loader=SafeLoader) def load_yaml_text(contents): try: return safe_load(contents) except (yaml.scanner.ScannerError, yaml.YAMLError) as e: if hasattr(e, 'problem_mark'): error = contextualized_yaml_error(contents, e) else: error = str(e) raise dbt.exceptions.ValidationException(error)