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import logging
from typing import Type, Sequence, Optional, Dict
from sqlalchemy.exc import ArgumentError, SQLAlchemyError
from sqlalchemy.sql.base import SchemaEventTarget
from sqlalchemy.sql.visitors import Visitable
logger = logging.getLogger(__name__)
engine_map: Dict[str, Type['TableEngine']] = {}
def tuple_expr(expr_name, value):
"""
Create a table parameter with a tuple or list correctly formatted
:param expr_name: parameter
:param value: string or tuple of strings to format
:return: formatted parameter string
"""
if value is None:
return ''
v = f'{expr_name.strip()}'
if isinstance(value, (tuple, list)):
return f" {v} ({','.join(value)})"
return f'{v} {value}'
class TableEngine(SchemaEventTarget, Visitable):
"""
SqlAlchemy Schema element to support ClickHouse table engines. At the moment provides no real
functionality other than the CREATE TABLE argument string
"""
arg_names = ()
quoted_args = set()
optional_args = set()
eng_params = ()
def __init_subclass__(cls, **kwargs):
engine_map[cls.__name__] = cls
def __init__(self, kwargs):
# pylint: disable=no-value-for-parameter
Visitable.__init__(self)
self.name = self.__class__.__name__
te_name = f'{self.name} Table Engine'
engine_args = []
for arg_name in self.arg_names:
v = kwargs.pop(arg_name, None)
if v is None:
if arg_name in self.optional_args:
continue
raise ValueError(f'Required engine parameter {arg_name} not provided for {te_name}')
if arg_name in self.quoted_args:
engine_args.append(f"'{v}'")
else:
engine_args.append(v)
if engine_args:
self.arg_str = f'({", ".join(engine_args)})'
params = []
for param_name in self.eng_params:
v = kwargs.pop(param_name, None)
if v is not None:
params.append(tuple_expr(param_name.upper().replace('_', ' '), v))
self.full_engine = 'Engine ' + self.name
if engine_args:
self.full_engine += f'({", ".join(engine_args)})'
if params:
self.full_engine += ' ' + ' '.join(params)
def compile(self):
return self.full_engine
def check_primary_keys(self, primary_keys: Sequence):
raise SQLAlchemyError(f'Table Engine {self.name} does not support primary keys')
def _set_parent(self, parent, **_kwargs):
parent.engine = self
class Memory(TableEngine):
pass
class Log(TableEngine):
pass
class StripeLog(TableEngine):
pass
class TinyLog(TableEngine):
pass
class Null(TableEngine):
pass
class Set(TableEngine):
pass
class Dictionary(TableEngine):
arg_names = ['dictionary']
# pylint: disable=unused-argument
def __init__(self, dictionary: str = None):
super().__init__(locals())
class Merge(TableEngine):
arg_names = ['db_name, tables_regexp']
# pylint: disable=unused-argument
def __init__(self, db_name: str = None, tables_regexp: str = None):
super().__init__(locals())
class File(TableEngine):
arg_names = ['fmt']
# pylint: disable=unused-argument
def __init__(self, fmt: str = None):
super().__init__(locals())
class Distributed(TableEngine):
arg_names = ['cluster', 'database', 'table', 'sharding_key', 'policy_name']
optional_args = {'sharding_key', 'policy_name'}
# pylint: disable=unused-argument
def __init__(self, cluster: str = None, database: str = None, table=None,
sharding_key: str = None, policy_name: str = None):
super().__init__(locals())
class MergeTree(TableEngine):
eng_params = ['order_by', 'partition_key', 'primary_key', 'sample_by']
# pylint: disable=unused-argument
def __init__(self, order_by: str = None, primary_key: str = None,
partition_by: str = None, sample_by: str = None):
if not order_by and not primary_key:
raise ArgumentError(None, 'Either PRIMARY KEY or ORDER BY must be specified')
super().__init__(locals())
class SharedMergeTree(MergeTree):
pass
class SummingMergeTree(MergeTree):
pass
class AggregatingMergeTree(MergeTree):
pass
class ReplacingMergeTree(TableEngine):
arg_names = ['ver']
optional_args = set(arg_names)
eng_params = MergeTree.eng_params
# pylint: disable=unused-argument
def __init__(self, ver: str = None, order_by: str = None, primary_key: str = None,
partition_by: str = None, sample_by: str = None):
if not order_by and not primary_key:
raise ArgumentError(None, 'Either PRIMARY KEY or ORDER BY must be specified')
super().__init__(locals())
class CollapsingMergeTree(TableEngine):
arg_names = ['sign']
eng_params = MergeTree.eng_params
# pylint: disable=unused-argument
def __init__(self, sign: str = None, order_by: str = None, primary_key: str = None,
partition_by: str = None, sample_by: str = None):
if not order_by and not primary_key:
raise ArgumentError(None, 'Either PRIMARY KEY or ORDER BY must be specified')
super().__init__(locals())
class VersionedCollapsingMergeTree(TableEngine):
arg_names = ['sign', 'version']
eng_params = MergeTree.eng_params
# pylint: disable=unused-argument
def __init__(self, sign: str = None, version: str = None, order_by: str = None, primary_key: str = None,
partition_by: str = None, sample_by: str = None):
if not order_by and not primary_key:
raise ArgumentError(None, 'Either PRIMARY KEY or ORDER BY must be specified')
super().__init__(locals())
class GraphiteMergeTree(TableEngine):
arg_names = ['config_section']
eng_params = MergeTree.eng_params
# pylint: disable=unused-argument
def __init__(self, config_section: str = None, version: str = None, order_by: str = None, primary_key: str = None,
partition_by: str = None, sample_by: str = None):
if not order_by and not primary_key:
raise ArgumentError(None, 'Either PRIMARY KEY or ORDER BY must be specified')
super().__init__(locals())
class ReplicatedMergeTree(TableEngine):
arg_names = ['zk_path', 'replica']
quoted_args = set(arg_names)
optional_args = quoted_args
eng_params = MergeTree.eng_params
# pylint: disable=unused-argument
def __init__(self, order_by: str = None, primary_key: str = None, partition_by: str = None, sample_by: str = None,
zk_path: str = None, replica: str = None):
if not order_by and not primary_key:
raise ArgumentError(None, 'Either PRIMARY KEY or ORDER BY must be specified')
super().__init__(locals())
class ReplicatedAggregatingMergeTree(ReplicatedMergeTree):
pass
class ReplicatedSummingMergeTree(ReplicatedMergeTree):
pass
class SharedReplacingMergeTree(ReplacingMergeTree):
pass
class SharedAggregatingMergeTree(AggregatingMergeTree):
pass
class SharedSummingMergeTree(SummingMergeTree):
pass
class SharedVersionedCollapsingMergeTree(VersionedCollapsingMergeTree):
pass
class SharedGraphiteMergeTree(GraphiteMergeTree):
pass
def build_engine(full_engine: str) -> Optional[TableEngine]:
"""
Factory function to create TableEngine class from ClickHouse full_engine expression
:param full_engine
:return: TableEngine DDL element
"""
if not full_engine:
return None
name = full_engine.split(' ')[0].split('(')[0]
try:
engine_cls = engine_map[name]
except KeyError:
if not name.startswith('System'):
logger.warning('Engine %s not found', name)
return None
engine = engine_cls.__new__(engine_cls)
engine.name = name
engine.full_engine = full_engine
return engine
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