sre-incident-simulator / simulation /infrastructure.py
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Initial commit
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"""
Infrastructure state machine.
Manages the full service topology, cascade propagation, and the
validate β†’ mutate β†’ tick execution ordering.
This is the central coordinator that scenarios inject faults into
and the environment executes actions against.
"""
from __future__ import annotations
import random
from typing import Any, Dict, List, Optional, Set, Tuple
from .service import Deploy, ServiceState
from .alerts import evaluate_alerts
from .logs import (
generate_noise_logs,
generate_red_herring_logs,
)
# ------------------------------------------------------------------
# Service topology β€” the dependency graph
# ------------------------------------------------------------------
SERVICE_NAMES = [
"api_gateway", "auth", "orders", "payment",
"cache", "database", "queue",
]
# depends_on: service β†’ list of services it calls
DEPENDENCY_GRAPH: Dict[str, List[str]] = {
"api_gateway": ["auth", "orders", "cache"],
"auth": ["database"],
"orders": ["database", "payment", "auth"],
"payment": ["queue", "database"],
"cache": [],
"database": [],
"queue": [],
}
def _depended_by_graph() -> Dict[str, List[str]]:
"""Invert the dependency graph: service β†’ who depends on it."""
inv: Dict[str, List[str]] = {name: [] for name in SERVICE_NAMES}
for service, deps in DEPENDENCY_GRAPH.items():
for dep in deps:
inv[dep].append(service)
return inv
DEPENDED_BY = _depended_by_graph()
class Infrastructure:
"""
Virtual infrastructure state machine.
Owns all services, handles cascade propagation, tracks simulation
time, and enforces action validation.
"""
def __init__(self) -> None:
self.services: Dict[str, ServiceState] = {}
self.current_minute: int = 0
self.time_budget_minutes: int = 30
self._actions_taken: List[Tuple[str, Optional[str]]] = [] # (action_type, target)
self._all_logs: List[Dict[str, Any]] = []
self._setup_services()
def _setup_services(self) -> None:
"""Create all seven services with their dependency graphs."""
for name in SERVICE_NAMES:
svc = ServiceState(
name=name,
dependencies=list(DEPENDENCY_GRAPH.get(name, [])),
)
# Give each service a "good" deploy history baseline
svc.deploy_history = [
Deploy(
version=f"v1.{random.randint(0, 9)}.{random.randint(0, 9)}",
timestamp_minutes=-120,
author=random.choice(["alice", "bob", "charlie", "deploy-bot"]),
commit_hash=f"{random.randint(0, 0xFFFFFF):06x}",
description="Routine release β€” bug fixes and performance improvements",
),
]
# Populate 30 minutes of healthy metric history
from .metrics import generate_healthy_history
svc.metric_history = generate_healthy_history(30, start_minute=0)
svc._reset_metrics_healthy()
self.services[name] = svc
# ------------------------------------------------------------------
# Public API
# ------------------------------------------------------------------
def get_service(self, name: str) -> Optional[ServiceState]:
return self.services.get(name)
def get_all_statuses(self) -> Dict[str, str]:
return {name: svc.status for name, svc in self.services.items()}
def get_alerts(self) -> List[Dict[str, Any]]:
return evaluate_alerts(self.services, self.current_minute)
def record_action(self, action_type: str, target: Optional[str]) -> None:
self._actions_taken.append((action_type, target))
def was_action_taken(self, action_type: str, target: Optional[str] = None) -> bool:
"""Check if this exact action was already taken (for repeat detection)."""
return (action_type, target) in self._actions_taken
def action_count(self) -> int:
return len(self._actions_taken)
# ------------------------------------------------------------------
# Tick β€” advances simulation by one minute (called after every step)
# ------------------------------------------------------------------
def tick(self) -> None:
"""
Advance the simulation by one minute.
Order: propagate cascades β†’ tick all services β†’ generate noise logs.
"""
self.current_minute += 1
self._propagate_cascades()
for name, svc in self.services.items():
new_logs = svc.tick(self.current_minute)
self._all_logs.extend(new_logs)
# Mix in noise and red herrings
if random.random() < 0.4:
noise = generate_noise_logs(name, self.current_minute, count=1)
svc.logs.extend(noise)
self._all_logs.extend(noise)
if random.random() < 0.15:
herrings = generate_red_herring_logs(name, self.current_minute, count=1)
svc.logs.extend(herrings)
self._all_logs.extend(herrings)
# ------------------------------------------------------------------
# Cascade propagation
# ------------------------------------------------------------------
def _propagate_cascades(self) -> None:
"""
If a service is DOWN or DEGRADED, its downstream dependents
should accumulate dependency_degraded faults.
If a service recovers, clear the cascaded faults.
"""
for name, svc in self.services.items():
dependents = DEPENDED_BY.get(name, [])
if svc.status in ("down", "degraded") and svc.active_faults:
# Cascade to dependents
for dep_name in dependents:
dep_svc = self.services[dep_name]
if not dep_svc.has_fault("dependency_degraded"):
dep_svc.inject_fault("dependency_degraded", upstream=name)
elif svc.status == "healthy" and not svc.active_faults:
# Service recovered β€” clear cascade on dependents
for dep_name in dependents:
dep_svc = self.services[dep_name]
params = dep_svc.fault_params.get("dependency_degraded", {})
if params.get("upstream") == name:
dep_svc.recover_from_dependency(self.current_minute)
# ------------------------------------------------------------------
# Validation β€” Layer 5: validate BEFORE mutating
# ------------------------------------------------------------------
def validate_action(
self,
action_type: str,
target_service: Optional[str],
) -> Tuple[bool, str]:
"""
Validate that an action is legal in the current state.
Returns (is_valid, error_message).
"""
from ..models import ActionType, TARGETED_ACTIONS
try:
at = ActionType(action_type)
except ValueError:
return False, f"Unknown action type: {action_type}"
if at in TARGETED_ACTIONS:
if not target_service:
return False, f"Action {action_type} requires a target_service"
if target_service not in self.services:
return False, f"Unknown service: {target_service}"
# Specific validations (action masking)
if at == ActionType.ROLLBACK_DEPLOY:
svc = self.services.get(target_service, None)
if svc and len(svc.deploy_history) < 2:
return False, f"No previous deploy to rollback to for {target_service}"
if at == ActionType.SCALE_SERVICE:
svc = self.services.get(target_service, None)
if svc and svc.status == "down":
return False, f"Cannot scale {target_service} β€” service is DOWN"
return True, ""
def get_valid_actions(self) -> List[str]:
"""
Return list of valid (action_type, target) descriptions.
Used to populate valid_actions[] in the observation.
"""
from ..models import ActionType, TARGETED_ACTIONS
valid = []
for at in ActionType:
if at in TARGETED_ACTIONS:
for svc_name in self.services:
is_valid, _ = self.validate_action(at.value, svc_name)
if is_valid:
valid.append(f"{at.value}:{svc_name}")
else:
valid.append(at.value)
return valid
# ------------------------------------------------------------------
# Service queries (observation builders)
# ------------------------------------------------------------------
def get_logs_for_service(
self,
service_name: str,
level_filter: Optional[str] = None,
keyword: Optional[str] = None,
limit: int = 20,
) -> List[Dict[str, Any]]:
"""Query logs for a service with optional filtering."""
svc = self.services.get(service_name)
if not svc:
return []
logs = list(svc.logs)
if level_filter:
logs = [l for l in logs if l.get("level", "").upper() == level_filter.upper()]
if keyword:
kw = keyword.lower()
logs = [l for l in logs if kw in l.get("message", "").lower()]
return logs[-limit:]
def get_metrics_for_service(self, service_name: str) -> List[Dict[str, float]]:
svc = self.services.get(service_name)
return list(svc.metric_history) if svc else []
def get_dependencies_for_service(self, service_name: str) -> Dict[str, List[str]]:
return {
"depends_on": list(DEPENDENCY_GRAPH.get(service_name, [])),
"depended_by": list(DEPENDED_BY.get(service_name, [])),
}
def get_deploy_history_for_service(self, service_name: str) -> List[Dict[str, Any]]:
svc = self.services.get(service_name)
if not svc:
return []
return [
{
"version": d.version,
"timestamp": f"2025-01-15T{14 + d.timestamp_minutes // 60:02d}:"
f"{d.timestamp_minutes % 60:02d}:00Z"
if d.timestamp_minutes >= 0
else f"2025-01-15T{12 + (d.timestamp_minutes + 120) // 60:02d}:"
f"{(d.timestamp_minutes + 120) % 60:02d}:00Z",
"author": d.author,
"commit_hash": d.commit_hash,
"description": d.description,
}
for d in svc.deploy_history
]
def run_health_check(self, service_name: str) -> Dict[str, Any]:
svc = self.services.get(service_name)
if not svc:
return {"status": "unknown", "response_time_ms": 0}
response_time = {
"healthy": random.randint(5, 50),
"degraded": random.randint(200, 2000),
"down": 30000, # timeout
}.get(svc.status, 0)
return {
"status": svc.status,
"response_time_ms": response_time,
"replicas": svc.replica_count,
"active_faults_count": len(svc.active_faults), # agent can see SOMETHING is wrong
}
def all_services_healthy(self) -> bool:
return all(svc.status == "healthy" for svc in self.services.values())