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Running
on
Zero
import os | |
import sqlite3 | |
import re | |
def utils_extract_db_schema_as_string( | |
db_id, base_path, normalize=False, sql: str | None = None | |
): | |
""" | |
Extracts the full schema of an SQLite database into a single string. | |
:param base_path: Base path where the database is located. | |
:param db_id: Path to the SQLite database file. | |
:param normalize: Whether to normalize the schema string. | |
:param sql: Optional SQL query to filter specific tables. | |
:return: Schema of the database as a single string. | |
""" | |
#db_path = os.path.join(base_path, db_id, f"{db_id}.sqlite") | |
# Connect to the SQLite database | |
#if not os.path.exists(db_path): | |
# raise FileNotFoundError(f"Database file not found at: {db_path}") | |
connection = sqlite3.connect(base_path) | |
cursor = connection.cursor() | |
# Get the schema entries based on the provided SQL query | |
schema_entries = _get_schema_entries(cursor, sql) | |
# Combine all schema definitions into a single string | |
schema_string = _combine_schema_entries(schema_entries, normalize) | |
return schema_string | |
def _get_schema_entries(cursor, sql): | |
""" | |
Retrieves schema entries from the SQLite database. | |
:param cursor: SQLite cursor object. | |
:param sql: Optional SQL query to filter specific tables. | |
:return: List of schema entries. | |
""" | |
if sql: | |
cursor.execute("SELECT name FROM sqlite_master WHERE type='table';") | |
tables = [tbl[0] for tbl in cursor.fetchall() if tbl[0].lower() in sql.lower()] | |
if tables: | |
tbl_names = ", ".join(f"'{tbl}'" for tbl in tables) | |
query = f"SELECT sql FROM sqlite_master WHERE type='table' AND name IN ({tbl_names}) AND sql IS NOT NULL;" | |
else: | |
query = "SELECT sql FROM sqlite_master WHERE sql IS NOT NULL;" | |
else: | |
query = "SELECT sql FROM sqlite_master WHERE sql IS NOT NULL;" | |
cursor.execute(query) | |
return cursor.fetchall() | |
def _combine_schema_entries(schema_entries, normalize): | |
""" | |
Combines schema entries into a single string. | |
:param schema_entries: List of schema entries. | |
:param normalize: Whether to normalize the schema string. | |
:return: Combined schema string. | |
""" | |
if not normalize: | |
return "\n".join(entry[0] for entry in schema_entries) | |
return "\n".join( | |
re.sub( | |
r"\s*\)", | |
")", | |
re.sub( | |
r"\(\s*", | |
"(", | |
re.sub( | |
r"(`\w+`)\s+\(", | |
r"\1(", | |
re.sub( | |
r"^\s*([^\s(]+)", | |
r"`\1`", | |
re.sub( | |
r"\s+", | |
" ", | |
entry[0].replace("CREATE TABLE", "").replace("\t", " "), | |
).strip(), | |
), | |
), | |
), | |
) | |
for entry in schema_entries | |
) | |