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"""
This module holds classes for working with prepared statements and
specifying consistency levels and retry policies for individual
queries.
"""
from datetime import datetime, timedelta
import struct
import time
from cassandra import ConsistencyLevel
from cassandra.cqltypes import unix_time_from_uuid1
from cassandra.decoder import (cql_encoders, cql_encode_object,
cql_encode_sequence)
class Statement(object):
"""
An abstract class representing a single query. There are two subclasses:
:class:`.SimpleStatement` and :class:`.BoundStatement`. These can
be passed to :meth:`.Session.execute()`.
"""
retry_policy = None
"""
An instance of a :class:`cassandra.policies.RetryPolicy` or one of its
subclasses. This controls when a query will be retried and how it
will be retried.
"""
trace = None
"""
If :meth:`.Session.execute()` is run with `trace` set to :const:`True`,
this will be set to a :class:`.QueryTrace` instance.
"""
consistency_level = ConsistencyLevel.ONE
"""
The :class:`.ConsistencyLevel` to be used for this operation. Defaults
to :attr:`.ConsistencyLevel.ONE`.
"""
_routing_key = None
def __init__(self, retry_policy=None, tracing_enabled=False,
consistency_level=None, routing_key=None):
self.retry_policy = retry_policy
self.tracing_enabled = tracing_enabled
if consistency_level is not None:
self.consistency_level = consistency_level
self._routing_key = routing_key
def _get_routing_key(self):
return self._routing_key
def _set_routing_key(self, key):
if isinstance(key, (list, tuple)):
self._routing_key = "".join(struct.pack("HsB", len(component), component, 0)
for component in key)
else:
self._routing_key = key
def _del_routing_key(self):
self._routing_key = None
routing_key = property(
_get_routing_key,
_set_routing_key,
_del_routing_key,
"""
The :attr:`~.TableMetadata.partition_key` portion of the primary key,
which can be used to determine which nodes are replicas for the query.
If the partition key is a composite, a list or tuple must be passed in.
Each key component should be in its packed (binary) format, so all
components should be strings.
""")
@property
def keyspace(self):
"""
The string name of the keyspace this query acts on.
"""
return None
class SimpleStatement(Statement):
"""
A simple, un-prepared query. All attributes of :class:`Statement` apply
to this class as well.
"""
def __init__(self, query_string, *args, **kwargs):
"""
`query_string` should be a literal CQL statement with the exception
of parameter placeholders that will be filled through the
`parameters` argument of :meth:`.Session.execute()`.
"""
Statement.__init__(self, *args, **kwargs)
self._query_string = query_string
@property
def query_string(self):
return self._query_string
def __str__(self):
consistency = ConsistencyLevel.value_to_name[self.consistency_level]
return (u'<SimpleStatement query="%s", consistency=%s>' %
(self.query_string, consistency))
__repr__ = __str__
class PreparedStatement(object):
"""
A statement that has been prepared against at least one Cassandra node.
Instances of this class should not be created directly, but through
:meth:`.Session.prepare()`.
"""
column_metadata = None
query_id = None
query_string = None
keyspace = None
routing_key_indexes = None
consistency_level = ConsistencyLevel.ONE
def __init__(self, column_metadata, query_id, routing_key_indexes, query, keyspace,
consistency_level=ConsistencyLevel.ONE):
self.column_metadata = column_metadata
self.query_id = query_id
self.routing_key_indexes = routing_key_indexes
self.query_string = query
self.keyspace = keyspace
self.consistency_level = consistency_level
@classmethod
def from_message(cls, query_id, column_metadata, cluster_metadata, query, keyspace):
if not column_metadata:
return PreparedStatement(column_metadata, query_id, None, query, keyspace)
partition_key_columns = None
routing_key_indexes = None
ks_name, table_name, _, _ = column_metadata[0]
ks_meta = cluster_metadata.keyspaces.get(ks_name)
if ks_meta:
table_meta = ks_meta.tables.get(table_name)
if table_meta:
partition_key_columns = table_meta.partition_key
# make a map of {column_name: index} for each column in the statement
statement_indexes = dict((c[2], i) for i, c in enumerate(column_metadata))
# a list of which indexes in the statement correspond to partition key items
try:
routing_key_indexes = [statement_indexes[c.name]
for c in partition_key_columns]
except KeyError:
pass # we're missing a partition key component in the prepared
# statement; just leave routing_key_indexes as None
return PreparedStatement(column_metadata, query_id, routing_key_indexes, query, keyspace)
def bind(self, values):
"""
Creates and returns a :class:`BoundStatement` instance using `values`.
The `values` parameter *must* be a sequence, such as a tuple or list,
even if there is only one value to bind.
"""
return BoundStatement(self).bind(values)
def __str__(self):
consistency = ConsistencyLevel.value_to_name[self.consistency_level]
return (u'<PreparedStatement query="%s", consistency=%s>' %
(self.query_string, consistency))
__repr__ = __str__
class BoundStatement(Statement):
"""
A prepared statement that has been bound to a particular set of values.
These may be created directly or through :meth:`.PreparedStatement.bind()`.
All attributes of :class:`Statement` apply to this class as well.
"""
prepared_statement = None
"""
The :class:`PreparedStatement` instance that this was created from.
"""
values = None
"""
The sequence of values that were bound to the prepared statement.
"""
def __init__(self, prepared_statement, *args, **kwargs):
"""
`prepared_statement` should be an instance of :class:`PreparedStatement`.
All other ``*args`` and ``**kwargs`` will be passed to :class:`.Statement`.
"""
self.consistency_level = prepared_statement.consistency_level
self.prepared_statement = prepared_statement
self.values = []
Statement.__init__(self, *args, **kwargs)
def bind(self, values):
"""
Binds a sequence of values for the prepared statement parameters
and returns this instance. Note that `values` *must* be a
sequence, even if you are only binding one value.
"""
col_meta = self.prepared_statement.column_metadata
if len(values) > len(col_meta):
raise ValueError(
"Too many arguments provided to bind() (got %d, expected %d)" %
(len(values), len(col_meta)))
self.raw_values = values
self.values = []
for value, col_spec in zip(values, col_meta):
if value is None:
self.values.append(None)
else:
col_type = col_spec[-1]
try:
self.values.append(col_type.serialize(value))
except struct.error:
col_name = col_spec[2]
expected_type = col_type
actual_type = type(value)
err = InvalidParameterTypeError(col_name=col_name,
expected_type=expected_type,
actual_type=actual_type)
raise err
return self
@property
def routing_key(self):
if not self.prepared_statement.routing_key_indexes:
return None
if self._routing_key is not None:
return self._routing_key
routing_indexes = self.prepared_statement.routing_key_indexes
if len(routing_indexes) == 1:
self._routing_key = self.values[routing_indexes[0]]
else:
components = []
for statement_index in routing_indexes:
val = self.values[statement_index]
components.append(struct.pack("HsB", len(val), val, 0))
self._routing_key = "".join(components)
return self._routing_key
@property
def keyspace(self):
meta = self.prepared_statement.column_metadata
if meta:
return meta[0][0]
else:
return None
def __str__(self):
consistency = ConsistencyLevel.value_to_name[self.consistency_level]
return (u'<BoundStatement query="%s", values=%s, consistency=%s>' %
(self.prepared_statement.query_string, self.raw_values, consistency))
__repr__ = __str__
class ValueSequence(object):
"""
A wrapper class that is used to specify that a sequence of values should
be treated as a CQL list of values instead of a single column collection when used
as part of the `parameters` argument for :meth:`.Session.execute()`.
This is typically needed when supplying a list of keys to select.
For example::
>>> my_user_ids = ('alice', 'bob', 'charles')
>>> query = "SELECT * FROM users WHERE user_id IN %s"
>>> session.execute(query, parameters=[ValueSequence(my_user_ids)])
"""
def __init__(self, sequence):
self.sequence = sequence
def __str__(self):
return cql_encode_sequence(self.sequence)
def bind_params(query, params):
if isinstance(params, dict):
return query % dict((k, cql_encoders.get(type(v), cql_encode_object)(v))
for k, v in params.iteritems())
else:
return query % tuple(cql_encoders.get(type(v), cql_encode_object)(v)
for v in params)
class TraceUnavailable(Exception):
"""
Raised when complete trace details cannot be fetched from Cassandra.
"""
pass
class InvalidParameterTypeError(TypeError):
"""
Raised when a used tries to bind a prepared statement with an argument of an
invalid type.
"""
def __init__(self, col_name, expected_type, actual_type):
self.col_name = col_name
self.expected_type = expected_type
self.actual_type = actual_type
values = (self.col_name, self.expected_type, self.actual_type)
message = ('Received an argument of invalid type for column "%s". '
'Expected: %s, Got: %s' % values)
super(InvalidParameterTypeError, self).__init__(message)
class QueryTrace(object):
"""
A trace of the duration and events that occurred when executing
an operation.
"""
trace_id = None
"""
:class:`uuid.UUID` unique identifier for this tracing session. Matches
the ``session_id`` column in ``system_traces.sessions`` and
``system_traces.events``.
"""
request_type = None
"""
A string that very generally describes the traced operation.
"""
duration = None
"""
A :class:`datetime.timedelta` measure of the duration of the query.
"""
coordinator = None
"""
The IP address of the host that acted as coordinator for this request.
"""
parameters = None
"""
A :class:`dict` of parameters for the traced operation, such as the
specific query string.
"""
started_at = None
"""
A UTC :class:`datetime.datetime` object describing when the operation
was started.
"""
events = None
"""
A chronologically sorted list of :class:`.TraceEvent` instances
representing the steps the traced operation went through. This
corresponds to the rows in ``system_traces.events`` for this tracing
session.
"""
_session = None
_SELECT_SESSIONS_FORMAT = "SELECT * FROM system_traces.sessions WHERE session_id = %s"
_SELECT_EVENTS_FORMAT = "SELECT * FROM system_traces.events WHERE session_id = %s"
_BASE_RETRY_SLEEP = 0.003
_MAX_ATTEMPTS = 5
def __init__(self, trace_id, session):
self.trace_id = trace_id
self._session = session
def populate(self):
"""
Retrieves the actual tracing details from Cassandra and populates the
attributes of this instance. Because tracing details are stored
asynchronously by Cassandra, this may need to retry the session
detail fetch up to five times before raising :exc:`.TraceUnavailable`.
Currently intended for internal use only.
"""
attempt = 0
while attempt <= self._MAX_ATTEMPTS:
attempt += 1
session_results = self._session.execute(self._SELECT_SESSIONS_FORMAT, (self.trace_id,))
if not session_results or session_results[0].duration is None:
time.sleep(self._BASE_RETRY_SLEEP * attempt)
continue
session_row = session_results[0]
self.request_type = session_row.request
self.duration = timedelta(microseconds=session_row.duration)
self.started_at = session_row.started_at
self.coordinator = session_row.coordinator
self.parameters = session_row.parameters
event_results = self._session.execute(self._SELECT_EVENTS_FORMAT, (self.trace_id,))
self.events = tuple(TraceEvent(r.activity, r.event_id, r.source, r.source_elapsed, r.thread)
for r in event_results)
def __str__(self):
return "%s [%s] coordinator: %s, started at: %s, duration: %s, parameters: %s" \
% (self.request_type, self.trace_id, self.coordinator, self.started_at,
self.duration, self.parameters)
class TraceEvent(object):
"""
Representation of a single event within a query trace.
"""
description = None
"""
A brief description of the event.
"""
datetime = None
"""
A UTC :class:`datetime.datetime` marking when the event occurred.
"""
source = None
"""
The IP address of the node this event occurred on.
"""
source_elapsed = None
"""
A :class:`datetime.timedelta` measuring the amount of time until
this event occurred starting from when :attr:`.source` first
received the query.
"""
thread_name = None
"""
The name of the thread that this event occurred on.
"""
def __init__(self, description, timeuuid, source, source_elapsed, thread_name):
self.description = description
self.datetime = datetime.utcfromtimestamp(unix_time_from_uuid1(timeuuid))
self.source = source
self.source_elapsed = timedelta(microseconds=source_elapsed)
self.thread_name = thread_name
def __str__(self):
return "%s on %s[%s] at %s" % (self.description, self.source, self.thread_name, self.datetime)