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exceptions.py
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exceptions.py
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import builtins
import functools
from typing import NoReturn, Optional, Mapping, Any
from dbt.logger import GLOBAL_LOGGER as logger
from dbt.node_types import NodeType
from dbt import flags
from dbt.ui import line_wrap_message, warning_tag
import dbt.dataclass_schema
def validator_error_message(exc):
"""Given a dbt.dataclass_schema.ValidationError (which is basically a
jsonschema.ValidationError), return the relevant parts as a string
"""
if not isinstance(exc, dbt.dataclass_schema.ValidationError):
return str(exc)
path = "[%s]" % "][".join(map(repr, exc.relative_path))
return 'at path {}: {}'.format(path, exc.message)
class Exception(builtins.Exception):
CODE = -32000
MESSAGE = "Server Error"
def data(self):
# if overriding, make sure the result is json-serializable.
return {
'type': self.__class__.__name__,
'message': str(self),
}
class MacroReturn(builtins.BaseException):
"""
Hack of all hacks
"""
def __init__(self, value):
self.value = value
class InternalException(Exception):
pass
class RuntimeException(RuntimeError, Exception):
CODE = 10001
MESSAGE = "Runtime error"
def __init__(self, msg, node=None):
self.stack = []
self.node = node
self.msg = msg
def add_node(self, node=None):
if node is not None and node is not self.node:
if self.node is not None:
self.stack.append(self.node)
self.node = node
@property
def type(self):
return 'Runtime'
def node_to_string(self, node):
if node is None:
return "<Unknown>"
if not hasattr(node, 'name'):
# we probably failed to parse a block, so we can't know the name
return '{} ({})'.format(
node.resource_type,
node.original_file_path
)
if hasattr(node, 'contents'):
# handle FileBlocks. They aren't really nodes but we want to render
# out the path we know at least. This indicates an error during
# block parsing.
return '{}'.format(node.path.original_file_path)
return "{} {} ({})".format(
node.resource_type,
node.name,
node.original_file_path)
def process_stack(self):
lines = []
stack = self.stack + [self.node]
first = True
if len(stack) > 1:
lines.append("")
for item in stack:
msg = 'called by'
if first:
msg = 'in'
first = False
lines.append("> {} {}".format(
msg,
self.node_to_string(item)))
return lines
def __str__(self, prefix="! "):
node_string = ""
if self.node is not None:
node_string = " in {}".format(self.node_to_string(self.node))
if hasattr(self.msg, 'split'):
split_msg = self.msg.split("\n")
else:
split_msg = str(self.msg).split("\n")
lines = ["{}{}".format(self.type + ' Error',
node_string)] + split_msg
lines += self.process_stack()
return lines[0] + "\n" + "\n".join(
[" " + line for line in lines[1:]])
def data(self):
result = Exception.data(self)
if self.node is None:
return result
result.update({
'raw_sql': self.node.raw_sql,
# the node isn't always compiled, but if it is, include that!
'compiled_sql': getattr(self.node, 'compiled_sql', None),
})
return result
class RPCFailureResult(RuntimeException):
CODE = 10002
MESSAGE = "RPC execution error"
class RPCTimeoutException(RuntimeException):
CODE = 10008
MESSAGE = 'RPC timeout error'
def __init__(self, timeout):
super().__init__(self.MESSAGE)
self.timeout = timeout
def data(self):
result = super().data()
result.update({
'timeout': self.timeout,
'message': 'RPC timed out after {}s'.format(self.timeout),
})
return result
class RPCKilledException(RuntimeException):
CODE = 10009
MESSAGE = 'RPC process killed'
def __init__(self, signum):
self.signum = signum
self.message = 'RPC process killed by signal {}'.format(self.signum)
super().__init__(self.message)
def data(self):
return {
'signum': self.signum,
'message': self.message,
}
class RPCCompiling(RuntimeException):
CODE = 10010
MESSAGE = (
'RPC server is compiling the project, call the "status" method for'
' compile status'
)
def __init__(self, msg=None, node=None):
if msg is None:
msg = 'compile in progress'
super().__init__(msg, node)
class RPCLoadException(RuntimeException):
CODE = 10011
MESSAGE = (
'RPC server failed to compile project, call the "status" method for'
' compile status'
)
def __init__(self, cause):
self.cause = cause
self.message = '{}: {}'.format(self.MESSAGE, self.cause['message'])
super().__init__(self.message)
def data(self):
return {
'cause': self.cause,
'message': self.message
}
class DatabaseException(RuntimeException):
CODE = 10003
MESSAGE = "Database Error"
def process_stack(self):
lines = []
if hasattr(self.node, 'build_path') and self.node.build_path:
lines.append("compiled SQL at {}".format(self.node.build_path))
return lines + RuntimeException.process_stack(self)
@property
def type(self):
return 'Database'
class CompilationException(RuntimeException):
CODE = 10004
MESSAGE = "Compilation Error"
@property
def type(self):
return 'Compilation'
class RecursionException(RuntimeException):
pass
class ValidationException(RuntimeException):
CODE = 10005
MESSAGE = "Validation Error"
class JSONValidationException(ValidationException):
def __init__(self, typename, errors):
self.typename = typename
self.errors = errors
self.errors_message = ', '.join(errors)
msg = 'Invalid arguments passed to "{}" instance: {}'.format(
self.typename, self.errors_message
)
super().__init__(msg)
def __reduce__(self):
# see https://stackoverflow.com/a/36342588 for why this is necessary
return (JSONValidationException, (self.typename, self.errors))
class IncompatibleSchemaException(RuntimeException):
def __init__(self, expected: str, found: Optional[str]):
self.expected = expected
self.found = found
self.filename = 'input file'
super().__init__(self.get_message())
def add_filename(self, filename: str):
self.filename = filename
self.msg = self.get_message()
def get_message(self) -> str:
found_str = 'nothing'
if self.found is not None:
found_str = f'"{self.found}"'
msg = (
f'Expected a schema version of "{self.expected}" in '
f'{self.filename}, but found {found_str}. Are you running with a '
f'different version of dbt?'
)
return msg
CODE = 10014
MESSAGE = "Incompatible Schema"
class JinjaRenderingException(CompilationException):
pass
class UndefinedMacroException(CompilationException):
def __str__(self, prefix='! ') -> str:
msg = super().__str__(prefix)
return f'{msg}. This can happen when calling a macro that does ' \
'not exist. Check for typos and/or install package dependencies ' \
'with "dbt deps".'
class UnknownAsyncIDException(Exception):
CODE = 10012
MESSAGE = 'RPC server got an unknown async ID'
def __init__(self, task_id):
self.task_id = task_id
def __str__(self):
return '{}: {}'.format(self.MESSAGE, self.task_id)
class AliasException(ValidationException):
pass
class DependencyException(Exception):
# this can happen due to raise_dependency_error and its callers
CODE = 10006
MESSAGE = "Dependency Error"
class DbtConfigError(RuntimeException):
CODE = 10007
MESSAGE = "DBT Configuration Error"
def __init__(
self, message, project=None, result_type='invalid_project', path=None
):
self.project = project
super().__init__(message)
self.result_type = result_type
self.path = path
def __str__(self, prefix='! ') -> str:
msg = super().__str__(prefix)
if self.path is None:
return msg
else:
return f'{msg}\n\nError encountered in {self.path}'
class FailFastException(RuntimeException):
CODE = 10013
MESSAGE = 'FailFast Error'
def __init__(self, message, result=None, node=None):
super().__init__(msg=message, node=node)
self.result = result
@property
def type(self):
return 'FailFast'
class DbtProjectError(DbtConfigError):
pass
class DbtSelectorsError(DbtConfigError):
pass
class DbtProfileError(DbtConfigError):
pass
class SemverException(Exception):
def __init__(self, msg=None):
self.msg = msg
if msg is not None:
super().__init__(msg)
else:
super().__init__()
class VersionsNotCompatibleException(SemverException):
pass
class NotImplementedException(Exception):
pass
class FailedToConnectException(DatabaseException):
pass
class CommandError(RuntimeException):
def __init__(self, cwd, cmd, message='Error running command'):
super().__init__(message)
self.cwd = cwd
self.cmd = cmd
self.args = (cwd, cmd, message)
def __str__(self):
if len(self.cmd) == 0:
return '{}: No arguments given'.format(self.msg)
return '{}: "{}"'.format(self.msg, self.cmd[0])
class ExecutableError(CommandError):
def __init__(self, cwd, cmd, message):
super().__init__(cwd, cmd, message)
class WorkingDirectoryError(CommandError):
def __init__(self, cwd, cmd, message):
super().__init__(cwd, cmd, message)
def __str__(self):
return '{}: "{}"'.format(self.msg, self.cwd)
class CommandResultError(CommandError):
def __init__(self, cwd, cmd, returncode, stdout, stderr,
message='Got a non-zero returncode'):
super().__init__(cwd, cmd, message)
self.returncode = returncode
self.stdout = stdout
self.stderr = stderr
self.args = (cwd, cmd, returncode, stdout, stderr, message)
def __str__(self):
return '{} running: {}'.format(self.msg, self.cmd)
class InvalidConnectionException(RuntimeException):
def __init__(self, thread_id, known, node=None):
self.thread_id = thread_id
self.known = known
super().__init__(
msg='connection never acquired for thread {}, have {}'
.format(self.thread_id, self.known)
)
class InvalidSelectorException(RuntimeException):
def __init__(self, name: str):
self.name = name
super().__init__(name)
def raise_compiler_error(msg, node=None) -> NoReturn:
raise CompilationException(msg, node)
def raise_database_error(msg, node=None) -> NoReturn:
raise DatabaseException(msg, node)
def raise_dependency_error(msg) -> NoReturn:
raise DependencyException(msg)
def invalid_type_error(method_name, arg_name, got_value, expected_type,
version='0.13.0') -> NoReturn:
"""Raise a CompilationException when an adapter method available to macros
has changed.
"""
got_type = type(got_value)
msg = ("As of {version}, 'adapter.{method_name}' expects argument "
"'{arg_name}' to be of type '{expected_type}', instead got "
"{got_value} ({got_type})")
raise_compiler_error(msg.format(version=version, method_name=method_name,
arg_name=arg_name, expected_type=expected_type,
got_value=got_value, got_type=got_type))
def ref_invalid_args(model, args) -> NoReturn:
raise_compiler_error(
"ref() takes at most two arguments ({} given)".format(len(args)),
model)
def ref_bad_context(model, args) -> NoReturn:
ref_args = ', '.join("'{}'".format(a) for a in args)
ref_string = '{{{{ ref({}) }}}}'.format(ref_args)
base_error_msg = """dbt was unable to infer all dependencies for the model "{model_name}".
This typically happens when ref() is placed within a conditional block.
To fix this, add the following hint to the top of the model "{model_name}":
-- depends_on: {ref_string}"""
# This explicitly references model['name'], instead of model['alias'], for
# better error messages. Ex. If models foo_users and bar_users are aliased
# to 'users', in their respective schemas, then you would want to see
# 'bar_users' in your error messge instead of just 'users'.
if isinstance(model, dict): # TODO: remove this path
model_name = model['name']
model_path = model['path']
else:
model_name = model.name
model_path = model.path
error_msg = base_error_msg.format(
model_name=model_name,
model_path=model_path,
ref_string=ref_string
)
raise_compiler_error(error_msg, model)
def doc_invalid_args(model, args) -> NoReturn:
raise_compiler_error(
"doc() takes at most two arguments ({} given)".format(len(args)),
model)
def doc_target_not_found(
model, target_doc_name: str, target_doc_package: Optional[str]
) -> NoReturn:
target_package_string = ''
if target_doc_package is not None:
target_package_string = "in package '{}' ".format(target_doc_package)
msg = (
"Documentation for '{}' depends on doc '{}' {} which was not found"
).format(
model.unique_id,
target_doc_name,
target_package_string
)
raise_compiler_error(msg, model)
def _get_target_failure_msg(
model, target_name: str, target_model_package: Optional[str],
include_path: bool, reason: str, target_kind: str
) -> str:
target_package_string = ''
if target_model_package is not None:
target_package_string = "in package '{}' ".format(target_model_package)
source_path_string = ''
if include_path:
source_path_string = ' ({})'.format(model.original_file_path)
return "{} '{}'{} depends on a {} named '{}' {}which {}".format(
model.resource_type.title(),
model.unique_id,
source_path_string,
target_kind,
target_name,
target_package_string,
reason
)
def get_target_not_found_or_disabled_msg(
model, target_model_name: str, target_model_package: Optional[str],
disabled: Optional[bool] = None,
) -> str:
if disabled is None:
reason = 'was not found or is disabled'
elif disabled is True:
reason = 'is disabled'
else:
reason = 'was not found'
return _get_target_failure_msg(
model, target_model_name, target_model_package, include_path=True,
reason=reason, target_kind='node'
)
def ref_target_not_found(
model,
target_model_name: str,
target_model_package: Optional[str],
disabled: Optional[bool] = None,
) -> NoReturn:
msg = get_target_not_found_or_disabled_msg(
model, target_model_name, target_model_package, disabled
)
raise_compiler_error(msg, model)
def get_source_not_found_or_disabled_msg(
model,
target_name: str,
target_table_name: str,
disabled: Optional[bool] = None,
) -> str:
full_name = f'{target_name}.{target_table_name}'
if disabled is None:
reason = 'was not found or is disabled'
elif disabled is True:
reason = 'is disabled'
else:
reason = 'was not found'
return _get_target_failure_msg(
model, full_name, None, include_path=True,
reason=reason, target_kind='source'
)
def source_target_not_found(
model,
target_name: str,
target_table_name: str,
disabled: Optional[bool] = None
) -> NoReturn:
msg = get_source_not_found_or_disabled_msg(
model, target_name, target_table_name, disabled
)
raise_compiler_error(msg, model)
def ref_disabled_dependency(model, target_model):
raise_compiler_error(
"Model '{}' depends on model '{}' which is disabled in "
"the project config".format(model.unique_id,
target_model.unique_id),
model)
def dependency_not_found(model, target_model_name):
raise_compiler_error(
"'{}' depends on '{}' which is not in the graph!"
.format(model.unique_id, target_model_name),
model)
def macro_not_found(model, target_macro_id):
raise_compiler_error(
model,
"'{}' references macro '{}' which is not defined!"
.format(model.unique_id, target_macro_id))
def macro_invalid_dispatch_arg(macro_name) -> NoReturn:
msg = '''\
The "packages" argument of adapter.dispatch() has been deprecated.
Use the "macro_namespace" argument instead.
Raised during dispatch for: {}
For more information, see:
https://docs.getdbt.com/reference/dbt-jinja-functions/dispatch
'''
raise_compiler_error(msg.format(macro_name))
def materialization_not_available(model, adapter_type):
materialization = model.get_materialization()
raise_compiler_error(
"Materialization '{}' is not available for {}!"
.format(materialization, adapter_type),
model)
def missing_materialization(model, adapter_type):
materialization = model.get_materialization()
valid_types = "'default'"
if adapter_type != 'default':
valid_types = "'default' and '{}'".format(adapter_type)
raise_compiler_error(
"No materialization '{}' was found for adapter {}! (searched types {})"
.format(materialization, adapter_type, valid_types),
model)
def bad_package_spec(repo, spec, error_message):
raise InternalException(
"Error checking out spec='{}' for repo {}\n{}".format(
spec, repo, error_message))
def raise_cache_inconsistent(message):
raise InternalException('Cache inconsistency detected: {}'.format(message))
def missing_config(model, name):
raise_compiler_error(
"Model '{}' does not define a required config parameter '{}'."
.format(model.unique_id, name),
model)
def missing_relation(relation, model=None):
raise_compiler_error(
"Relation {} not found!".format(relation),
model)
def raise_dataclass_not_dict(obj):
msg = (
'The object ("{obj}") was used as a dictionary. This '
'capability has been removed from objects of this type.'
)
raise_compiler_error(msg)
def relation_wrong_type(relation, expected_type, model=None):
raise_compiler_error(
('Trying to create {expected_type} {relation}, '
'but it currently exists as a {current_type}. Either '
'drop {relation} manually, or run dbt with '
'`--full-refresh` and dbt will drop it for you.')
.format(relation=relation,
current_type=relation.type,
expected_type=expected_type),
model)
def package_not_found(package_name):
raise_dependency_error(
"Package {} was not found in the package index".format(package_name))
def package_version_not_found(package_name, version_range, available_versions):
base_msg = ('Could not find a matching version for package {}\n'
' Requested range: {}\n'
' Available versions: {}')
raise_dependency_error(base_msg.format(package_name,
version_range,
available_versions))
def invalid_materialization_argument(name, argument):
raise_compiler_error(
"materialization '{}' received unknown argument '{}'."
.format(name, argument))
def system_error(operation_name):
raise_compiler_error(
"dbt encountered an error when attempting to {}. "
"If this error persists, please create an issue at: \n\n"
"https://github.com/dbt-labs/dbt"
.format(operation_name))
class ConnectionException(Exception):
pass
def raise_dep_not_found(node, node_description, required_pkg):
raise_compiler_error(
'Error while parsing {}.\nThe required package "{}" was not found. '
'Is the package installed?\nHint: You may need to run '
'`dbt deps`.'.format(node_description, required_pkg), node=node)
def multiple_matching_relations(kwargs, matches):
raise_compiler_error(
'get_relation returned more than one relation with the given args. '
'Please specify a database or schema to narrow down the result set.'
'\n{}\n\n{}'
.format(kwargs, matches))
def get_relation_returned_multiple_results(kwargs, matches):
multiple_matching_relations(kwargs, matches)
def approximate_relation_match(target, relation):
raise_compiler_error(
'When searching for a relation, dbt found an approximate match. '
'Instead of guessing \nwhich relation to use, dbt will move on. '
'Please delete {relation}, or rename it to be less ambiguous.'
'\nSearched for: {target}\nFound: {relation}'
.format(target=target,
relation=relation))
def raise_duplicate_macro_name(node_1, node_2, namespace) -> NoReturn:
duped_name = node_1.name
if node_1.package_name != node_2.package_name:
extra = (
' ("{}" and "{}" are both in the "{}" namespace)'
.format(node_1.package_name, node_2.package_name, namespace)
)
else:
extra = ''
raise_compiler_error(
'dbt found two macros with the name "{}" in the namespace "{}"{}. '
'Since these macros have the same name and exist in the same '
'namespace, dbt will be unable to decide which to call. To fix this, '
'change the name of one of these macros:\n- {} ({})\n- {} ({})'
.format(
duped_name, namespace, extra,
node_1.unique_id, node_1.original_file_path,
node_2.unique_id, node_2.original_file_path
)
)
def raise_duplicate_resource_name(node_1, node_2):
duped_name = node_1.name
if node_1.resource_type in NodeType.refable():
get_func = 'ref("{}")'.format(duped_name)
elif node_1.resource_type == NodeType.Source:
duped_name = node_1.get_full_source_name()
get_func = node_1.get_source_representation()
elif node_1.resource_type == NodeType.Documentation:
get_func = 'doc("{}")'.format(duped_name)
elif node_1.resource_type == NodeType.Test and 'schema' in node_1.tags:
return
else:
get_func = '"{}"'.format(duped_name)
raise_compiler_error(
'dbt found two resources with the name "{}". Since these resources '
'have the same name,\ndbt will be unable to find the correct resource '
'when {} is used. To fix this,\nchange the name of one of '
'these resources:\n- {} ({})\n- {} ({})'.format(
duped_name,
get_func,
node_1.unique_id, node_1.original_file_path,
node_2.unique_id, node_2.original_file_path))
def raise_ambiguous_alias(node_1, node_2, duped_name=None):
if duped_name is None:
duped_name = f"{node_1.database}.{node_1.schema}.{node_1.alias}"
raise_compiler_error(
'dbt found two resources with the database representation "{}".\ndbt '
'cannot create two resources with identical database representations. '
'To fix this,\nchange the configuration of one of these resources:'
'\n- {} ({})\n- {} ({})'.format(
duped_name,
node_1.unique_id, node_1.original_file_path,
node_2.unique_id, node_2.original_file_path))
def raise_ambiguous_catalog_match(unique_id, match_1, match_2):
def get_match_string(match):
return "{}.{}".format(
match.get('metadata', {}).get('schema'),
match.get('metadata', {}).get('name'))
raise_compiler_error(
'dbt found two relations in your warehouse with similar database '
'identifiers. dbt\nis unable to determine which of these relations '
'was created by the model "{unique_id}".\nIn order for dbt to '
'correctly generate the catalog, one of the following relations must '
'be deleted or renamed:\n\n - {match_1_s}\n - {match_2_s}'.format(
unique_id=unique_id,
match_1_s=get_match_string(match_1),
match_2_s=get_match_string(match_2),
))
def raise_patch_targets_not_found(patches):
patch_list = '\n\t'.join(
'model {} (referenced in path {})'.format(p.name, p.original_file_path)
for p in patches.values()
)
raise_compiler_error(
'dbt could not find models for the following patches:\n\t{}'.format(
patch_list
)
)
def _fix_dupe_msg(path_1: str, path_2: str, name: str, type_name: str) -> str:
if path_1 == path_2:
return (
f'remove one of the {type_name} entries for {name} in this file:\n'
f' - {path_1!s}\n'
)
else:
return (
f'remove the {type_name} entry for {name} in one of these files:\n'
f' - {path_1!s}\n{path_2!s}'
)
def raise_duplicate_patch_name(patch_1, existing_patch_path):
name = patch_1.name
fix = _fix_dupe_msg(
patch_1.original_file_path,
existing_patch_path,
name,
'resource',
)
raise_compiler_error(
f'dbt found two schema.yml entries for the same resource named '
f'{name}. Resources and their associated columns may only be '
f'described a single time. To fix this, {fix}'
)
def raise_duplicate_macro_patch_name(patch_1, existing_patch_path):
package_name = patch_1.package_name
name = patch_1.name
fix = _fix_dupe_msg(
patch_1.original_file_path,
existing_patch_path,
name,
'macros'
)
raise_compiler_error(
f'dbt found two schema.yml entries for the same macro in package '
f'{package_name} named {name}. Macros may only be described a single '
f'time. To fix this, {fix}'
)
def raise_duplicate_source_patch_name(patch_1, patch_2):
name = f'{patch_1.overrides}.{patch_1.name}'
fix = _fix_dupe_msg(
patch_1.path,
patch_2.path,
name,
'sources',
)
raise_compiler_error(
f'dbt found two schema.yml entries for the same source named '
f'{patch_1.name} in package {patch_1.overrides}. Sources may only be '
f'overridden a single time. To fix this, {fix}'
)
def raise_invalid_schema_yml_version(path, issue):
raise_compiler_error(
'The schema file at {} is invalid because {}. Please consult the '
'documentation for more information on schema.yml syntax:\n\n'
'https://docs.getdbt.com/docs/schemayml-files'
.format(path, issue)
)
def raise_unrecognized_credentials_type(typename, supported_types):
raise_compiler_error(
'Unrecognized credentials type "{}" - supported types are ({})'
.format(typename, ', '.join('"{}"'.format(t) for t in supported_types))
)
def warn_invalid_patch(patch, resource_type):
msg = line_wrap_message(
f'''\
'{patch.name}' is a {resource_type} node, but it is
specified in the {patch.yaml_key} section of
{patch.original_file_path}.
To fix this error, place the `{patch.name}`
specification under the {resource_type.pluralize()} key instead.
'''
)
warn_or_error(msg, log_fmt=warning_tag('{}'))
def raise_not_implemented(msg):
raise NotImplementedException(
"ERROR: {}"
.format(msg))
def raise_duplicate_alias(
kwargs: Mapping[str, Any], aliases: Mapping[str, str], canonical_key: str
) -> NoReturn:
# dupe found: go through the dict so we can have a nice-ish error
key_names = ', '.join(
"{}".format(k) for k in kwargs if
aliases.get(k) == canonical_key
)
raise AliasException(
f'Got duplicate keys: ({key_names}) all map to "{canonical_key}"'
)
def warn_or_error(msg, node=None, log_fmt=None):
if flags.WARN_ERROR:
raise_compiler_error(msg, node)
else:
if log_fmt is not None:
msg = log_fmt.format(msg)
logger.warning(msg)
def warn_or_raise(exc, log_fmt=None):
if flags.WARN_ERROR:
raise exc
else:
msg = str(exc)
if log_fmt is not None:
msg = log_fmt.format(msg)
logger.warning(msg)
def warn(msg, node=None):
# there's no reason to expose log_fmt to macros - it's only useful for
# handling colors
warn_or_error(msg, node=node)
return ""
# Update this when a new function should be added to the