DuckDB-NSQL-7B / validate_sql.py
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added eval sql
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import sys
import shutil
import os
import uuid
import duckdb
from duckdb import ParserException, SyntaxException, BinderException, CatalogException
TMP_DIR = "tmp"
class WithDuckDBConnectionInTmpDir(object):
def __init__(self):
self.tmp_dir = TMP_DIR + str(uuid.uuid1())
os.makedirs(self.tmp_dir)
self.original_wd = os.getcwd()
def __enter__(self):
os.chdir(self.tmp_dir)
self.con = duckdb.connect()
self.con.execute("SET enable_external_access=False")
return self.con
def __exit__(self, *args):
self.con.close()
os.chdir(self.original_wd)
shutil.rmtree(self.tmp_dir)
def validate_query(query, schemas):
try:
with WithDuckDBConnectionInTmpDir() as duckdb_conn:
# register schemas
for schema in schemas.split(";"):
duckdb_conn.execute(schema)
cursor = duckdb_conn.cursor()
cursor.execute(query)
except ParserException as e:
raise e
except SyntaxException as e:
raise e
except BinderException as e:
raise e
except Exception as e:
message = str(e)
if "but it exists" in message and "extension" in message:
print(message)
elif message.startswith("Catalog Error: Table with name"):
raise e
elif "Catalog Error: Table Function with name" in message:
raise e
elif "Catalog Error: Copy Function" in message:
raise e
else:
print(message)
if __name__ == '__main__':
if len(sys.argv) > 2:
validate_query(sys.argv[1], sys.argv[2])
else:
print("No query provided.")