import sqlite3 from collections import namedtuple import json Column = namedtuple( "Column", ("cid", "name", "type", "notnull", "default_value", "is_pk") ) class Database: def __init__(self, filename_or_conn): if isinstance(filename_or_conn, str): self.conn = sqlite3.connect(filename_or_conn) else: self.conn = filename_or_conn def __getitem__(self, table_name): return Table(self, table_name) @property def tables(self): return [ r[0] for r in self.conn.execute( "select name from sqlite_master where type = 'table'" ).fetchall() ] def create_table(self, name, columns, pk=None, foreign_keys=None): foreign_keys = foreign_keys or [] foreign_keys_by_name = {fk[0]: fk for fk in foreign_keys} extra = "" columns_sql = ",\n".join( " {col_name} {col_type} {primary_key} {references}".format( col_name=col_name, col_type={ float: "FLOAT", int: "INTEGER", bool: "INTEGER", str: "TEXT", None.__class__: "TEXT", }[col_type], primary_key=" PRIMARY KEY" if (pk == col_name) else "", references=( " REFERENCES [{other_table}({other_column})]".format( other_table=foreign_keys_by_name[col_name][2], other_column=foreign_keys_by_name[col_name][3], ) if col_name in foreign_keys_by_name else "" ), ) for col_name, col_type in columns.items() ) sql = """CREATE TABLE {table} ( {columns_sql} ){extra}; """.format( table=name, columns_sql=columns_sql, extra=extra ) self.conn.execute(sql) return self[name] class Table: def __init__(self, db, name): self.db = db self.name = name self.exists = self.name in self.db.tables @property def columns(self): if not self.exists: return [] rows = self.db.conn.execute( "PRAGMA table_info([{}])".format(self.name) ).fetchall() return [Column(*row) for row in rows] def create(self, columns, pk=None, foreign_keys=None): columns = {name: value for (name, value) in columns.items()} self.db.create_table(self.name, columns, pk=pk, foreign_keys=foreign_keys) self.exists = True def drop(self): return self.db.conn.execute("DROP TABLE {}".format(self.name)) def add_foreign_key(self, column, column_type, other_table, other_column): sql = """ ALTER TABLE {table} ADD COLUMN {column} {column_type} REFERENCES {other_table}({other_column}); """.format( table=self.name, column=column, column_type=column_type, other_table=other_table, other_column=other_column, ) result = self.db.conn.execute(sql) self.db.conn.commit() return result def detect_column_types(self, records): all_column_types = {} for record in records: for key, value in record.items(): all_column_types.setdefault(key, set()).add(type(value)) column_types = {} for key, types in all_column_types.items(): if len(types) == 1: t = list(types)[0] # But if it's list / tuple / dict, use str instead as we # will be storing it as JSON in the table if t in (list, tuple, dict): t = str elif {int, bool}.issuperset(types): t = int elif {int, float, bool}.issuperset(types): t = float else: t = str column_types[key] = t return column_types def insert(self, record, pk=None, foreign_keys=None, upsert=False): return self.insert_all( [record], pk=pk, foreign_keys=foreign_keys, upsert=upsert ) def insert_all( self, records, pk=None, foreign_keys=None, upsert=False, batch_size=100 ): """ Like .insert() but takes a list of records and ensures that the table that it creates (if table does not exist) has columns for ALL of that data """ if not self.exists: self.create(self.detect_column_types(records), pk, foreign_keys) all_columns = set() for record in records: all_columns.update(record.keys()) all_columns = list(sorted(all_columns)) for chunk in chunks(records, batch_size): sql = """ INSERT {upsert} INTO {table} ({columns}) VALUES {rows}; """.format( upsert="OR REPLACE" if upsert else "", table=self.name, columns=", ".join(all_columns), rows=", ".join( """ ({placeholders}) """.format( placeholders=", ".join(["?"] * len(all_columns)) ) for record in chunk ), ) values = [] for record in chunk: values.extend( jsonify_if_needed(record.get(key, None)) for key in all_columns ) result = self.db.conn.execute(sql, values) self.db.conn.commit() return result def upsert(self, record, pk=None, foreign_keys=None): return self.insert(record, pk=pk, foreign_keys=foreign_keys, upsert=True) def upsert_all(self, records, pk=None, foreign_keys=None): return self.insert_all(records, pk=pk, foreign_keys=foreign_keys, upsert=True) def chunks(sequence, size): for i in range(0, len(sequence), size): yield sequence[i : i + size] def jsonify_if_needed(value): if isinstance(value, (dict, list, tuple)): return json.dumps(value) else: return value