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OMRChecker
Author: Udayraj Deshmukh
Github: https://github.com/Udayraj123
"""
import re
import jsonschema
from jsonschema import validate
from rich.table import Table
from src.logger import console, logger
from src.schemas import SCHEMA_JSONS, SCHEMA_VALIDATORS
def validate_evaluation_json(json_data, evaluation_path):
logger.info(f"Loading evaluation.json: {evaluation_path}")
try:
validate(instance=json_data, schema=SCHEMA_JSONS["evaluation"])
except jsonschema.exceptions.ValidationError as _err: # NOQA
table = Table(show_lines=True)
table.add_column("Key", style="cyan", no_wrap=True)
table.add_column("Error", style="magenta")
errors = sorted(
SCHEMA_VALIDATORS["evaluation"].iter_errors(json_data),
key=lambda e: e.path,
)
for error in errors:
key, validator, msg = parse_validation_error(error)
if validator == "required":
requiredProperty = re.findall(r"'(.*?)'", msg)[0]
table.add_row(
f"{key}.{requiredProperty}",
msg + ". Make sure the spelling of the key is correct",
)
else:
table.add_row(key, msg)
console.print(table, justify="center")
raise Exception(
f"Provided Evaluation JSON is Invalid: '{evaluation_path}'"
) from None
def validate_template_json(json_data, template_path):
logger.info(f"Loading template.json: {template_path}")
try:
validate(instance=json_data, schema=SCHEMA_JSONS["template"])
except jsonschema.exceptions.ValidationError as _err: # NOQA
table = Table(show_lines=True)
table.add_column("Key", style="cyan", no_wrap=True)
table.add_column("Error", style="magenta")
errors = sorted(
SCHEMA_VALIDATORS["template"].iter_errors(json_data),
key=lambda e: e.path,
)
for error in errors:
key, validator, msg = parse_validation_error(error)
# Print preProcessor name in case of options error
if key == "preProcessors":
preProcessorName = json_data["preProcessors"][error.path[1]]["name"]
preProcessorKey = error.path[2]
table.add_row(f"{key}.{preProcessorName}.{preProcessorKey}", msg)
elif validator == "required":
requiredProperty = re.findall(r"'(.*?)'", msg)[0]
table.add_row(
f"{key}.{requiredProperty}",
f"{msg}. Check for spelling errors and make sure it is in camelCase",
)
else:
table.add_row(key, msg)
console.print(table, justify="center")
raise Exception(
f"Provided Template JSON is Invalid: '{template_path}'"
) from None
def validate_config_json(json_data, config_path):
logger.info(f"Loading config.json: {config_path}")
try:
validate(instance=json_data, schema=SCHEMA_JSONS["config"])
except jsonschema.exceptions.ValidationError as _err: # NOQA
table = Table(show_lines=True)
table.add_column("Key", style="cyan", no_wrap=True)
table.add_column("Error", style="magenta")
errors = sorted(
SCHEMA_VALIDATORS["config"].iter_errors(json_data),
key=lambda e: e.path,
)
for error in errors:
key, validator, msg = parse_validation_error(error)
if validator == "required":
requiredProperty = re.findall(r"'(.*?)'", msg)[0]
table.add_row(
f"{key}.{requiredProperty}",
f"{msg}. Check for spelling errors and make sure it is in camelCase",
)
else:
table.add_row(key, msg)
console.print(table, justify="center")
raise Exception(f"Provided config JSON is Invalid: '{config_path}'") from None
def parse_validation_error(error):
return (
(error.path[0] if len(error.path) > 0 else "$root"),
error.validator,
error.message,
)
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