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#
# MobilityData 2024
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
import os
import logging
from datetime import datetime
import requests
from shared.helpers.database import Database
import functions_framework
from shared.database_gen.sqlacodegen_models import (
Validationreport,
Feature,
Notice,
Gtfsdataset,
)
from shared.helpers.logger import Logger
logging.basicConfig(level=logging.INFO)
FILES_ENDPOINT = os.getenv("FILES_ENDPOINT")
def read_json_report(json_report_url):
"""
Fetches and returns the JSON content from a given URL.
:param json_report_url: URL to the JSON report
:return: Dict representation of the JSON report
"""
response = requests.get(json_report_url)
return response.json(), response.status_code
def get_feature(feature_name, session):
"""
Retrieves a Feature object by its name from the database.
If the feature does not exist, it creates a new one.
:param feature_name: Name of the feature
:param session: Database session instance
:return: Feature instance
"""
feature = session.query(Feature).filter(Feature.name == feature_name).first()
if not feature:
feature = Feature(name=feature_name)
return feature
def get_dataset(dataset_stable_id, session):
"""
Retrieves a GTFSDataset object by its stable ID from the database.
:param dataset_stable_id: Stable ID of the dataset
:param session: Database session instance
:return: GTFSDataset instance or None if not found
"""
return (
session.query(Gtfsdataset)
.filter(Gtfsdataset.stable_id == dataset_stable_id)
.one_or_none()
)
def validate_json_report(json_report_url):
"""
Validates the JSON report by fetching and reading it.
:param json_report_url: The URL of the JSON report
:return: Tuple containing the JSON report or an error message and the status code
"""
try:
json_report, code = read_json_report(json_report_url)
if code != 200:
logging.error(f"Error reading JSON report: {code}")
return f"Error reading JSON report at url {json_report_url}.", code
return json_report, 200
except Exception as error: # JSONDecodeError or RequestException
logging.error(f"Error reading JSON report: {error}")
return f"Error reading JSON report at url {json_report_url}: {error}", 500
def parse_json_report(json_report):
"""
Parses the JSON report and extracts the validatedAt and validatorVersion fields.
:param json_report: The JSON report
:return: A tuple containing the validatedAt datetime and the validatorVersion
"""
try:
dt = json_report["summary"]["validatedAt"]
validated_at = datetime.fromisoformat(dt.replace("Z", "+00:00"))
version = json_report["summary"]["validatorVersion"]
logging.info(
f"Validation report validated at {validated_at} with version {version}."
)
return validated_at, version
except Exception as error:
logging.error(f"Error parsing JSON report: {error}")
raise Exception(f"Error parsing JSON report: {error}")
def generate_report_entities(
version, validated_at, json_report, dataset_stable_id, session, feed_stable_id
):
"""
Creates validation report entities based on the JSON report.
:param version: The version of the validator
:param validated_at: The datetime the report was validated
:param json_report: The JSON report object
:param dataset_stable_id: Stable ID of the dataset
:param session: The database session
:param feed_stable_id: Stable ID of the feed
:return: List of entities created
"""
entities = []
report_id = f"{dataset_stable_id}_{version}"
logging.info(f"Creating validation report entities for {report_id}.")
html_report_url = (
f"{FILES_ENDPOINT}/{feed_stable_id}/{dataset_stable_id}/report_{version}.html"
)
json_report_url = (
f"{FILES_ENDPOINT}/{feed_stable_id}/{dataset_stable_id}/report_{version}.json"
)
if get_validation_report(report_id, session): # Check if report already exists
logging.warning(f"Validation report {report_id} already exists. Terminating.")
raise Exception(f"Validation report {report_id} already exists.")
validation_report_entity = Validationreport(
id=report_id,
validator_version=version,
validated_at=validated_at,
html_report=html_report_url,
json_report=json_report_url,
)
entities.append(validation_report_entity)
dataset = get_dataset(dataset_stable_id, session)
dataset.validation_reports.append(validation_report_entity)
if (
"summary" in json_report
and "feedInfo" in json_report["summary"]
and "feedServiceWindowStart" in json_report["summary"]["feedInfo"]
and "feedServiceWindowEnd" in json_report["summary"]["feedInfo"]
):
dataset.service_date_range_start = json_report["summary"]["feedInfo"][
"feedServiceWindowStart"
]
dataset.service_date_range_end = json_report["summary"]["feedInfo"][
"feedServiceWindowEnd"
]
for feature_name in json_report["summary"]["gtfsFeatures"]:
feature = get_feature(feature_name, session)
feature.validations.append(validation_report_entity)
entities.append(feature)
for notice in json_report["notices"]:
notice_entity = Notice(
dataset_id=dataset.id,
validation_report_id=report_id,
notice_code=notice["code"],
severity=notice["severity"],
total_notices=notice["totalNotices"],
)
dataset.notices.append(notice_entity)
entities.append(notice_entity)
return entities
def create_validation_report_entities(feed_stable_id, dataset_stable_id, version):
"""
Creates and stores entities based on a validation report.
This includes the validation report itself, related feature entities,
and any notices found within the report.
:param feed_stable_id: Stable ID of the feed
:param dataset_stable_id: Stable ID of the dataset
:param version: Version of the validator
:return: Tuple List of all entities created (Validationreport, Feature, Notice) and status code
"""
json_report_url = (
f"{FILES_ENDPOINT}/{feed_stable_id}/{dataset_stable_id}/report_{version}.json"
)
logging.info(f"Accessing JSON report at {json_report_url}.")
json_report, code = validate_json_report(json_report_url)
if code != 200:
return json_report, code
try:
validated_at, version = parse_json_report(json_report)
except Exception as error:
return str(error), 500
db = Database(database_url=os.getenv("FEEDS_DATABASE_URL"))
try:
with db.start_db_session() as session:
logging.info("Database session started.")
# Generate the database entities required for the report
try:
entities = generate_report_entities(
version,
validated_at,
json_report,
dataset_stable_id,
session,
feed_stable_id,
)
except Exception as error:
return str(error), 200 # Report already exists
# Commit the entities to the database
for entity in entities:
session.add(entity)
logging.info(f"Committing {len(entities)} entities to the database.")
session.commit()
logging.info("Entities committed successfully.")
return f"Created {len(entities)} entities.", 200
except Exception as error:
logging.error(f"Error creating validation report entities: {error}")
return f"Error creating validation report entities: {error}", 500
finally:
pass
def get_validation_report(report_id, session):
"""
Retrieves a ValidationReport object by its ID from the database.
:param report_id: The ID of the report
:param session: The database session
:return: ValidationReport instance or None if not found
"""
return (
session.query(Validationreport).filter(Validationreport.id == report_id).first()
)
@functions_framework.http
def process_validation_report(request):
"""
Processes a validation report by creating necessary entities in the database.
It expects a JSON request body with 'dataset_id' and 'feed_id'.
:param request: Request object containing 'dataset_id' and 'feed_id'
:return: HTTP response indicating the result of the operation
"""
Logger.init_logger()
request_json = request.get_json(silent=True)
logging.info(
f"Processing validation report function called with request: {request_json}"
)
if (
not request_json
or "dataset_id" not in request_json
or "feed_id" not in request_json
or "validator_version" not in request_json
):
return (
f"Invalid request body: {request_json}. We expect 'dataset_id', 'feed_id' and 'validator_version' to be "
f"present.",
400,
)
dataset_id = request_json["dataset_id"]
feed_id = request_json["feed_id"]
validator_version = request_json["validator_version"]
logging.info(
f"Processing validation report version {validator_version} for dataset {dataset_id} in feed {feed_id}."
)
return create_validation_report_entities(feed_id, dataset_id, validator_version)