Initial commit (Clean history)
This commit is contained in:
@@ -0,0 +1,207 @@
|
||||
from dataclasses import dataclass, field
|
||||
from typing import List, Type, Union
|
||||
|
||||
import pybreaker
|
||||
from typing_extensions import Optional
|
||||
|
||||
from redis import ConnectionPool, Redis, RedisCluster
|
||||
from redis.backoff import ExponentialWithJitterBackoff, NoBackoff
|
||||
from redis.data_structure import WeightedList
|
||||
from redis.event import EventDispatcher, EventDispatcherInterface
|
||||
from redis.multidb.circuit import (
|
||||
DEFAULT_GRACE_PERIOD,
|
||||
CircuitBreaker,
|
||||
PBCircuitBreakerAdapter,
|
||||
)
|
||||
from redis.multidb.database import Database, Databases
|
||||
from redis.multidb.failover import (
|
||||
DEFAULT_FAILOVER_ATTEMPTS,
|
||||
DEFAULT_FAILOVER_DELAY,
|
||||
FailoverStrategy,
|
||||
WeightBasedFailoverStrategy,
|
||||
)
|
||||
from redis.multidb.failure_detector import (
|
||||
DEFAULT_FAILURE_RATE_THRESHOLD,
|
||||
DEFAULT_FAILURES_DETECTION_WINDOW,
|
||||
DEFAULT_MIN_NUM_FAILURES,
|
||||
CommandFailureDetector,
|
||||
FailureDetector,
|
||||
)
|
||||
from redis.multidb.healthcheck import (
|
||||
DEFAULT_HEALTH_CHECK_DELAY,
|
||||
DEFAULT_HEALTH_CHECK_INTERVAL,
|
||||
DEFAULT_HEALTH_CHECK_POLICY,
|
||||
DEFAULT_HEALTH_CHECK_PROBES,
|
||||
HealthCheck,
|
||||
HealthCheckPolicies,
|
||||
PingHealthCheck,
|
||||
)
|
||||
from redis.retry import Retry
|
||||
|
||||
DEFAULT_AUTO_FALLBACK_INTERVAL = 120
|
||||
|
||||
|
||||
def default_event_dispatcher() -> EventDispatcherInterface:
|
||||
return EventDispatcher()
|
||||
|
||||
|
||||
@dataclass
|
||||
class DatabaseConfig:
|
||||
"""
|
||||
Dataclass representing the configuration for a database connection.
|
||||
|
||||
This class is used to store configuration settings for a database connection,
|
||||
including client options, connection sourcing details, circuit breaker settings,
|
||||
and cluster-specific properties. It provides a structure for defining these
|
||||
attributes and allows for the creation of customized configurations for various
|
||||
database setups.
|
||||
|
||||
Attributes:
|
||||
weight (float): Weight of the database to define the active one.
|
||||
client_kwargs (dict): Additional parameters for the database client connection.
|
||||
from_url (Optional[str]): Redis URL way of connecting to the database.
|
||||
from_pool (Optional[ConnectionPool]): A pre-configured connection pool to use.
|
||||
circuit (Optional[CircuitBreaker]): Custom circuit breaker implementation.
|
||||
grace_period (float): Grace period after which we need to check if the circuit could be closed again.
|
||||
health_check_url (Optional[str]): URL for health checks. Cluster FQDN is typically used
|
||||
on public Redis Enterprise endpoints.
|
||||
|
||||
Methods:
|
||||
default_circuit_breaker:
|
||||
Generates and returns a default CircuitBreaker instance adapted for use.
|
||||
"""
|
||||
|
||||
weight: float = 1.0
|
||||
client_kwargs: dict = field(default_factory=dict)
|
||||
from_url: Optional[str] = None
|
||||
from_pool: Optional[ConnectionPool] = None
|
||||
circuit: Optional[CircuitBreaker] = None
|
||||
grace_period: float = DEFAULT_GRACE_PERIOD
|
||||
health_check_url: Optional[str] = None
|
||||
|
||||
def default_circuit_breaker(self) -> CircuitBreaker:
|
||||
circuit_breaker = pybreaker.CircuitBreaker(reset_timeout=self.grace_period)
|
||||
return PBCircuitBreakerAdapter(circuit_breaker)
|
||||
|
||||
|
||||
@dataclass
|
||||
class MultiDbConfig:
|
||||
"""
|
||||
Configuration class for managing multiple database connections in a resilient and fail-safe manner.
|
||||
|
||||
Attributes:
|
||||
databases_config: A list of database configurations.
|
||||
client_class: The client class used to manage database connections.
|
||||
command_retry: Retry strategy for executing database commands.
|
||||
failure_detectors: Optional list of additional failure detectors for monitoring database failures.
|
||||
min_num_failures: Minimal count of failures required for failover
|
||||
failure_rate_threshold: Percentage of failures required for failover
|
||||
failures_detection_window: Time interval for tracking database failures.
|
||||
health_checks: Optional list of additional health checks performed on databases.
|
||||
health_check_interval: Time interval for executing health checks.
|
||||
health_check_probes: Number of attempts to evaluate the health of a database.
|
||||
health_check_probes_delay: Delay between health check attempts.
|
||||
health_check_policy: Policy for determining database health based on health checks.
|
||||
failover_strategy: Optional strategy for handling database failover scenarios.
|
||||
failover_attempts: Number of retries allowed for failover operations.
|
||||
failover_delay: Delay between failover attempts.
|
||||
auto_fallback_interval: Time interval to trigger automatic fallback.
|
||||
event_dispatcher: Interface for dispatching events related to database operations.
|
||||
|
||||
Methods:
|
||||
databases:
|
||||
Retrieves a collection of database clients managed by weighted configurations.
|
||||
Initializes database clients based on the provided configuration and removes
|
||||
redundant retry objects for lower-level clients to rely on global retry logic.
|
||||
|
||||
default_failure_detectors:
|
||||
Returns the default list of failure detectors used to monitor database failures.
|
||||
|
||||
default_health_checks:
|
||||
Returns the default list of health checks used to monitor database health
|
||||
with specific retry and backoff strategies.
|
||||
|
||||
default_failover_strategy:
|
||||
Provides the default failover strategy used for handling failover scenarios
|
||||
with defined retry and backoff configurations.
|
||||
"""
|
||||
|
||||
databases_config: List[DatabaseConfig]
|
||||
client_class: Type[Union[Redis, RedisCluster]] = Redis
|
||||
command_retry: Retry = Retry(
|
||||
backoff=ExponentialWithJitterBackoff(base=1, cap=10), retries=3
|
||||
)
|
||||
failure_detectors: Optional[List[FailureDetector]] = None
|
||||
min_num_failures: int = DEFAULT_MIN_NUM_FAILURES
|
||||
failure_rate_threshold: float = DEFAULT_FAILURE_RATE_THRESHOLD
|
||||
failures_detection_window: float = DEFAULT_FAILURES_DETECTION_WINDOW
|
||||
health_checks: Optional[List[HealthCheck]] = None
|
||||
health_check_interval: float = DEFAULT_HEALTH_CHECK_INTERVAL
|
||||
health_check_probes: int = DEFAULT_HEALTH_CHECK_PROBES
|
||||
health_check_probes_delay: float = DEFAULT_HEALTH_CHECK_DELAY
|
||||
health_check_policy: HealthCheckPolicies = DEFAULT_HEALTH_CHECK_POLICY
|
||||
failover_strategy: Optional[FailoverStrategy] = None
|
||||
failover_attempts: int = DEFAULT_FAILOVER_ATTEMPTS
|
||||
failover_delay: float = DEFAULT_FAILOVER_DELAY
|
||||
auto_fallback_interval: float = DEFAULT_AUTO_FALLBACK_INTERVAL
|
||||
event_dispatcher: EventDispatcherInterface = field(
|
||||
default_factory=default_event_dispatcher
|
||||
)
|
||||
|
||||
def databases(self) -> Databases:
|
||||
databases = WeightedList()
|
||||
|
||||
for database_config in self.databases_config:
|
||||
# The retry object is not used in the lower level clients, so we can safely remove it.
|
||||
# We rely on command_retry in terms of global retries.
|
||||
database_config.client_kwargs.update(
|
||||
{"retry": Retry(retries=0, backoff=NoBackoff())}
|
||||
)
|
||||
|
||||
if database_config.from_url:
|
||||
client = self.client_class.from_url(
|
||||
database_config.from_url, **database_config.client_kwargs
|
||||
)
|
||||
elif database_config.from_pool:
|
||||
database_config.from_pool.set_retry(
|
||||
Retry(retries=0, backoff=NoBackoff())
|
||||
)
|
||||
client = self.client_class.from_pool(
|
||||
connection_pool=database_config.from_pool
|
||||
)
|
||||
else:
|
||||
client = self.client_class(**database_config.client_kwargs)
|
||||
|
||||
circuit = (
|
||||
database_config.default_circuit_breaker()
|
||||
if database_config.circuit is None
|
||||
else database_config.circuit
|
||||
)
|
||||
databases.add(
|
||||
Database(
|
||||
client=client,
|
||||
circuit=circuit,
|
||||
weight=database_config.weight,
|
||||
health_check_url=database_config.health_check_url,
|
||||
),
|
||||
database_config.weight,
|
||||
)
|
||||
|
||||
return databases
|
||||
|
||||
def default_failure_detectors(self) -> List[FailureDetector]:
|
||||
return [
|
||||
CommandFailureDetector(
|
||||
min_num_failures=self.min_num_failures,
|
||||
failure_rate_threshold=self.failure_rate_threshold,
|
||||
failure_detection_window=self.failures_detection_window,
|
||||
),
|
||||
]
|
||||
|
||||
def default_health_checks(self) -> List[HealthCheck]:
|
||||
return [
|
||||
PingHealthCheck(),
|
||||
]
|
||||
|
||||
def default_failover_strategy(self) -> FailoverStrategy:
|
||||
return WeightBasedFailoverStrategy()
|
||||
Reference in New Issue
Block a user