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analytics.py
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352 lines (298 loc) · 11.5 KB
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"""
Optional analytics decorator that only logs if analytics is enabled.
This decorator checks configuration before attempting to log analytics data.
"""
from functools import wraps
from flask import request
from datetime import datetime, timezone
import jwt
import logging
from uuid import uuid4
from policyengine_household_api.constants import VERSION
from policyengine_household_api.data.analytics_setup import (
is_analytics_enabled,
is_analytics_schema_ready,
)
from policyengine_household_api.data.analytics_setup import db
from policyengine_household_api.data.models import (
CalculateRequest,
CalculateRequestVariable,
Visit,
)
from policyengine_household_api.models.analytics import (
AnalyticsContext,
ModalResolvedChannel,
VariableUsageSummary,
)
from policyengine_household_api.modal_release.routing_metadata import (
REQUESTED_VERSION_ENVIRON_KEY,
RESOLVED_CHANNEL_ENVIRON_KEY,
)
from policyengine_household_api.utils.variable_usage_analytics import (
extract_variable_usage,
stored_variable_name,
)
from policyengine_household_api.utils.config_loader import get_config_value
logger = logging.getLogger(__name__)
# Cache the JWKS client so we don't re-fetch keys on every request.
_jwks_client_cache: dict = {}
def _get_jwks_client(auth0_address: str):
"""Return a cached PyJWKClient for the given Auth0 domain."""
if auth0_address not in _jwks_client_cache:
jwks_url = f"https://{auth0_address}/.well-known/jwks.json"
_jwks_client_cache[auth0_address] = jwt.PyJWKClient(jwks_url)
return _jwks_client_cache[auth0_address]
def _verified_sub_claim(token: str) -> str | None:
"""
Return the token's ``sub`` claim if signature verification succeeds
against the configured Auth0 JWKS, else ``None``.
If Auth0 configuration is missing (e.g. in a dev environment) the
claim cannot be trusted and we return ``None`` so the caller can
store a null client_id rather than an attacker-controlled value.
"""
auth0_address = get_config_value("auth.auth0.address", "")
auth0_audience = get_config_value("auth.auth0.audience", "")
if not auth0_address or not auth0_audience:
return None
try:
signing_key = _get_jwks_client(auth0_address).get_signing_key_from_jwt(
token
)
claims = jwt.decode(
token,
signing_key.key,
algorithms=["RS256"],
audience=auth0_audience,
issuer=f"https://{auth0_address}/",
options={"verify_signature": True},
)
except Exception as e:
logger.debug(f"JWT signature verification failed: {e}")
return None
return claims.get("sub")
def log_analytics_if_enabled(func):
"""
Decorator that logs analytics only if analytics is enabled in configuration.
If analytics is disabled, this passes through without logging. If
analytics is enabled, analytics is required: schema readiness and
database write failures propagate like other API failures.
"""
@wraps(func)
def decorated_function(*args, **kwargs):
if not is_analytics_enabled():
return func(*args, **kwargs)
if not is_analytics_schema_ready():
raise RuntimeError(
"Analytics is enabled but the analytics database schema is "
"not ready."
)
analytics_context = _build_analytics_context(args, kwargs)
try:
response = func(*args, **kwargs)
except Exception:
_record_analytics(analytics_context, 500)
raise
_record_analytics(
analytics_context,
getattr(response, "status_code", None),
)
return response
return decorated_function
def _build_analytics_context(args, kwargs) -> AnalyticsContext:
now = datetime.now(timezone.utc)
client_id = _client_id_from_request()
country_id = _country_id_from_route_args(args, kwargs)
payload = _request_json()
requested_version, resolved_channel = _routing_metadata_from_request()
context = AnalyticsContext(
client_id=client_id,
api_version=VERSION,
endpoint=request.endpoint,
method=request.method,
content_length_bytes=request.content_length,
created_at=now,
country_id=country_id,
requested_version=requested_version,
resolved_channel=resolved_channel,
)
if country_id is None or not _collect_variable_usage():
return context
from policyengine_household_api.country import COUNTRIES
country = COUNTRIES.get(country_id)
if country is None:
return context
variable_summaries: tuple[VariableUsageSummary, ...] = ()
if isinstance(payload, dict):
household = payload.get("household", {})
if isinstance(household, dict):
variable_summaries = tuple(
extract_variable_usage(
household,
country.tax_benefit_system,
)
)
return context.model_copy(
update={
"record_calculate_request": True,
"model_version": country.policyengine_bundle.get("model_version"),
"variable_summaries": variable_summaries,
},
)
def _client_id_from_request() -> str | None:
# Pull client_id from JWT. We only trust the `sub` claim when the token
# signature has been verified against Auth0 JWKS. If verification fails,
# store NULL so callers cannot spoof analytics identities.
try:
auth_header = str(request.authorization)
token = auth_header.split(" ")[1]
client_id = _verified_sub_claim(token)
if client_id is None:
return None
suffix_to_slice = "@clients"
if client_id.endswith(suffix_to_slice):
return client_id[: -len(suffix_to_slice)]
return client_id
except Exception as e:
logger.debug(f"Could not extract client_id from JWT: {e}")
return None
def _country_id_from_route_args(args, kwargs) -> str | None:
country_id = kwargs.get("country_id")
if isinstance(country_id, str):
return country_id
if args and isinstance(args[0], str):
return args[0]
return None
def _request_json() -> dict | None:
return request.get_json(silent=True)
def _collect_variable_usage() -> bool:
value = get_config_value("analytics.collect_variable_usage", True)
if isinstance(value, str):
return value.lower() not in {"0", "false", "no"}
return bool(value)
def _routing_metadata_from_request() -> tuple[
str | None, ModalResolvedChannel | None
]:
requested_version = request.environ.get(REQUESTED_VERSION_ENVIRON_KEY)
resolved_channel = request.environ.get(RESOLVED_CHANNEL_ENVIRON_KEY)
if not isinstance(requested_version, str) or not requested_version:
return None, None
try:
channel = ModalResolvedChannel(resolved_channel)
except ValueError:
return None, None
return requested_version, channel
def _record_analytics(
context: AnalyticsContext | None,
response_status_code: int | None,
) -> None:
if context is None:
return
try:
visit = _build_visit(context)
db.session.add(visit)
db.session.flush()
visit_id = getattr(visit, "id", None)
variable_summaries = context.variable_summaries
calculate_request = _build_calculate_request(
context,
response_status_code,
variable_summaries,
visit_id,
)
if calculate_request is not None:
db.session.add(calculate_request)
db.session.flush()
for summary in variable_summaries:
db.session.add(
_build_calculate_request_variable(
calculate_request,
summary,
)
)
db.session.commit()
except Exception as e:
db.session.rollback()
logger.error(f"Failed to log analytics: {e}")
raise
def _build_visit(context: AnalyticsContext) -> Visit:
visit = Visit()
visit.client_id = context.client_id
visit.api_version = context.api_version
visit.endpoint = context.endpoint
visit.method = context.method.value
visit.content_length_bytes = context.content_length_bytes
visit.datetime = context.created_at
return visit
def _build_calculate_request(
context: AnalyticsContext,
response_status_code: int | None,
variable_summaries: tuple[VariableUsageSummary, ...],
visit_id: int | None,
) -> CalculateRequest | None:
if not context.record_calculate_request:
return None
if visit_id is None:
raise ValueError("Visit ID is required for calculate analytics")
distinct_variable_names = {
summary.variable_name for summary in variable_summaries
}
unsupported_variable_names = {
summary.variable_name
for summary in variable_summaries
if summary.availability_status == "unsupported"
}
deprecated_allowlisted_variable_names = {
summary.variable_name
for summary in variable_summaries
if summary.availability_status == "deprecated_allowlisted"
}
calculate_request = CalculateRequest()
calculate_request.visit_id = visit_id
calculate_request.request_uuid = str(uuid4())
calculate_request.client_id = context.client_id
calculate_request.api_version = context.api_version
calculate_request.country_id = context.country_id
calculate_request.model_version = context.model_version
calculate_request.requested_version = context.requested_version
calculate_request.resolved_channel = (
context.resolved_channel.value if context.resolved_channel else None
)
calculate_request.endpoint = context.endpoint
calculate_request.method = context.method.value
calculate_request.content_length_bytes = context.content_length_bytes
calculate_request.response_status_code = response_status_code
calculate_request.distinct_variable_count = len(distinct_variable_names)
calculate_request.unsupported_variable_count = len(
unsupported_variable_names
)
calculate_request.deprecated_allowlisted_variable_count = len(
deprecated_allowlisted_variable_names
)
calculate_request.created_at = context.created_at
return calculate_request
def _build_calculate_request_variable(
calculate_request: CalculateRequest,
summary: VariableUsageSummary,
) -> CalculateRequestVariable:
variable = CalculateRequestVariable()
variable.request_id = calculate_request.id
variable.client_id = calculate_request.client_id
variable.created_at = calculate_request.created_at
variable.country_id = calculate_request.country_id
variable.api_version = calculate_request.api_version
variable.model_version = calculate_request.model_version
variable.requested_version = calculate_request.requested_version
variable.resolved_channel = calculate_request.resolved_channel
variable.response_status_code = calculate_request.response_status_code
(
variable.variable_name,
variable.variable_name_truncated,
) = stored_variable_name(summary.variable_name)
variable.entity_type = summary.entity_type
variable.source = summary.source.value
variable.period_granularity = summary.period_granularity.value
variable.entity_count = summary.entity_count
variable.period_count = summary.period_count
variable.occurrence_count = summary.occurrence_count
variable.availability_status = summary.availability_status.value
return variable