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deb-python-cassandra-driver/cqlengine/management.py
2015-01-16 10:15:37 -08:00

322 lines
11 KiB
Python

import json
import warnings
import six
from cqlengine import SizeTieredCompactionStrategy, LeveledCompactionStrategy
from cqlengine import ONE
from cqlengine.named import NamedTable
from cqlengine.connection import execute, get_cluster
from cqlengine.exceptions import CQLEngineException
import logging
from collections import namedtuple
Field = namedtuple('Field', ['name', 'type'])
logger = logging.getLogger(__name__)
from cqlengine.models import Model
# system keyspaces
schema_columnfamilies = NamedTable('system', 'schema_columnfamilies')
def create_keyspace(name, strategy_class, replication_factor, durable_writes=True, **replication_values):
"""
creates a keyspace
:param name: name of keyspace to create
:param strategy_class: keyspace replication strategy class
:param replication_factor: keyspace replication factor
:param durable_writes: 1.2 only, write log is bypassed if set to False
:param **replication_values: 1.2 only, additional values to ad to the replication data map
"""
cluster = get_cluster()
if name not in cluster.metadata.keyspaces:
#try the 1.2 method
replication_map = {
'class': strategy_class,
'replication_factor':replication_factor
}
replication_map.update(replication_values)
if strategy_class.lower() != 'simplestrategy':
# Although the Cassandra documentation states for `replication_factor`
# that it is "Required if class is SimpleStrategy; otherwise,
# not used." we get an error if it is present.
replication_map.pop('replication_factor', None)
query = """
CREATE KEYSPACE {}
WITH REPLICATION = {}
""".format(name, json.dumps(replication_map).replace('"', "'"))
if strategy_class != 'SimpleStrategy':
query += " AND DURABLE_WRITES = {}".format('true' if durable_writes else 'false')
execute(query)
def delete_keyspace(name):
cluster = get_cluster()
if name in cluster.metadata.keyspaces:
execute("DROP KEYSPACE {}".format(name))
def create_table(model):
raise CQLEngineException("create_table is deprecated, please use sync_table")
def sync_table(model):
"""
Inspects the model and creates / updates the corresponding table and columns.
Note that the attributes removed from the model are not deleted on the database.
They become effectively ignored by (will not show up on) the model.
"""
if not issubclass(model, Model):
raise CQLEngineException("Models must be derived from base Model.")
if model.__abstract__:
raise CQLEngineException("cannot create table from abstract model")
#construct query string
cf_name = model.column_family_name()
raw_cf_name = model.column_family_name(include_keyspace=False)
ks_name = model._get_keyspace()
cluster = get_cluster()
keyspace = cluster.metadata.keyspaces[ks_name]
tables = keyspace.tables
#check for an existing column family
if raw_cf_name not in tables:
qs = get_create_table(model)
try:
execute(qs)
except CQLEngineException as ex:
# 1.2 doesn't return cf names, so we have to examine the exception
# and ignore if it says the column family already exists
if "Cannot add already existing column family" not in unicode(ex):
raise
else:
# see if we're missing any columns
fields = get_fields(model)
field_names = [x.name for x in fields]
for name, col in model._columns.items():
if col.primary_key or col.partition_key: continue # we can't mess with the PK
if col.db_field_name in field_names: continue # skip columns already defined
# add missing column using the column def
query = "ALTER TABLE {} add {}".format(cf_name, col.get_column_def())
logger.debug(query)
execute(query)
update_compaction(model)
table = cluster.metadata.keyspaces[ks_name].tables[raw_cf_name]
indexes = [c for n,c in model._columns.items() if c.index]
for column in indexes:
if table.columns[column.db_field_name].index:
continue
qs = ['CREATE INDEX index_{}_{}'.format(raw_cf_name, column.db_field_name)]
qs += ['ON {}'.format(cf_name)]
qs += ['("{}")'.format(column.db_field_name)]
qs = ' '.join(qs)
execute(qs)
def get_create_table(model):
cf_name = model.column_family_name()
qs = ['CREATE TABLE {}'.format(cf_name)]
#add column types
pkeys = [] # primary keys
ckeys = [] # clustering keys
qtypes = [] # field types
def add_column(col):
s = col.get_column_def()
if col.primary_key:
keys = (pkeys if col.partition_key else ckeys)
keys.append('"{}"'.format(col.db_field_name))
qtypes.append(s)
for name, col in model._columns.items():
add_column(col)
qtypes.append('PRIMARY KEY (({}){})'.format(', '.join(pkeys), ckeys and ', ' + ', '.join(ckeys) or ''))
qs += ['({})'.format(', '.join(qtypes))]
with_qs = []
table_properties = ['bloom_filter_fp_chance', 'caching', 'comment',
'dclocal_read_repair_chance', 'default_time_to_live', 'gc_grace_seconds',
'index_interval', 'memtable_flush_period_in_ms', 'populate_io_cache_on_flush',
'read_repair_chance', 'replicate_on_write']
for prop_name in table_properties:
prop_value = getattr(model, '__{}__'.format(prop_name), None)
if prop_value is not None:
# Strings needs to be single quoted
if isinstance(prop_value, six.string_types):
prop_value = "'{}'".format(prop_value)
with_qs.append("{} = {}".format(prop_name, prop_value))
_order = ['"{}" {}'.format(c.db_field_name, c.clustering_order or 'ASC') for c in model._clustering_keys.values()]
if _order:
with_qs.append('clustering order by ({})'.format(', '.join(_order)))
compaction_options = get_compaction_options(model)
if compaction_options:
compaction_options = json.dumps(compaction_options).replace('"', "'")
with_qs.append("compaction = {}".format(compaction_options))
# Add table properties.
if with_qs:
qs += ['WITH {}'.format(' AND '.join(with_qs))]
qs = ' '.join(qs)
return qs
def get_compaction_options(model):
"""
Generates dictionary (later converted to a string) for creating and altering
tables with compaction strategy
:param model:
:return:
"""
if not model.__compaction__:
return {}
result = {'class':model.__compaction__}
def setter(key, limited_to_strategy = None):
"""
sets key in result, checking if the key is limited to either SizeTiered or Leveled
:param key: one of the compaction options, like "bucket_high"
:param limited_to_strategy: SizeTieredCompactionStrategy, LeveledCompactionStrategy
:return:
"""
mkey = "__compaction_{}__".format(key)
tmp = getattr(model, mkey)
if tmp and limited_to_strategy and limited_to_strategy != model.__compaction__:
raise CQLEngineException("{} is limited to {}".format(key, limited_to_strategy))
if tmp:
# Explicitly cast the values to strings to be able to compare the
# values against introspected values from Cassandra.
result[key] = str(tmp)
setter('tombstone_compaction_interval')
setter('tombstone_threshold')
setter('bucket_high', SizeTieredCompactionStrategy)
setter('bucket_low', SizeTieredCompactionStrategy)
setter('max_threshold', SizeTieredCompactionStrategy)
setter('min_threshold', SizeTieredCompactionStrategy)
setter('min_sstable_size', SizeTieredCompactionStrategy)
setter('sstable_size_in_mb', LeveledCompactionStrategy)
return result
def get_fields(model):
# returns all fields that aren't part of the PK
ks_name = model._get_keyspace()
col_family = model.column_family_name(include_keyspace=False)
field_types = ['regular', 'static']
query = "select * from system.schema_columns where keyspace_name = %s and columnfamily_name = %s"
tmp = execute(query, [ks_name, col_family])
# Tables containing only primary keys do not appear to create
# any entries in system.schema_columns, as only non-primary-key attributes
# appear to be inserted into the schema_columns table
try:
return [Field(x['column_name'], x['validator']) for x in tmp if x['type'] in field_types]
except KeyError:
return [Field(x['column_name'], x['validator']) for x in tmp]
# convert to Field named tuples
def get_table_settings(model):
# returns the table as provided by the native driver for a given model
cluster = get_cluster()
ks = model._get_keyspace()
table = model.column_family_name(include_keyspace=False)
table = cluster.metadata.keyspaces[ks].tables[table]
return table
def update_compaction(model):
"""Updates the compaction options for the given model if necessary.
:param model: The model to update.
:return: `True`, if the compaction options were modified in Cassandra,
`False` otherwise.
:rtype: bool
"""
logger.debug("Checking %s for compaction differences", model)
table = get_table_settings(model)
existing_options = table.options.copy()
existing_compaction_strategy = existing_options['compaction_strategy_class']
existing_options = json.loads(existing_options['compaction_strategy_options'])
desired_options = get_compaction_options(model)
desired_compact_strategy = desired_options.get('class', SizeTieredCompactionStrategy)
desired_options.pop('class', None)
do_update = False
if desired_compact_strategy not in existing_compaction_strategy:
do_update = True
for k, v in desired_options.items():
val = existing_options.pop(k, None)
if val != v:
do_update = True
# check compaction_strategy_options
if do_update:
options = get_compaction_options(model)
# jsonify
options = json.dumps(options).replace('"', "'")
cf_name = model.column_family_name()
query = "ALTER TABLE {} with compaction = {}".format(cf_name, options)
logger.debug(query)
execute(query)
return True
return False
def delete_table(model):
raise CQLEngineException("delete_table has been deprecated in favor of drop_table()")
def drop_table(model):
# don't try to delete non existant tables
meta = get_cluster().metadata
ks_name = model._get_keyspace()
raw_cf_name = model.column_family_name(include_keyspace=False)
try:
table = meta.keyspaces[ks_name].tables[raw_cf_name]
execute('drop table {};'.format(model.column_family_name(include_keyspace=True)))
except KeyError:
pass