autogpt/permanent_memory/sqlite3_store.py - master - githubmirror/Multi-GPT

autogpt/permanent_memory/sqlite3_store.py
123 строки4 KB
BillSchumacher
Blacked.
16 апр 2023, 00:40
16 апр 2023, 00:404a19124
import os
import sqlite3


class MemoryDB:
    def __init__(self, db=None):
        self.db_file = db
        if db is None:  # No db filename supplied...
            self.db_file = f"{os.getcwd()}/mem.sqlite3"  # Use default filename
        # Get the db connection object, making the file and tables if needed.
        try:
            self.cnx = sqlite3.connect(self.db_file)
        except Exception as e:
            print("Exception connecting to memory database file:", e)
            self.cnx = None
        finally:
            if self.cnx is None:
                # As last resort, open in dynamic memory. Won't be persistent.
                self.db_file = ":memory:"
            self.cnx = sqlite3.connect(self.db_file)
            self.cnx.execute(
                "CREATE VIRTUAL TABLE \
                IF NOT EXISTS text USING FTS5 \
                (session, \
                 key, \
                 block);"
            )
            self.session_id = int(self.get_max_session_id()) + 1
            self.cnx.commit()

    def get_cnx(self):
        if self.cnx is None:
            self.cnx = sqlite3.connect(self.db_file)
        return self.cnx

    # Get the highest session id. Initially 0.
    def get_max_session_id(self):
        id = None
        cmd_str = f"SELECT MAX(session) FROM text;"
        cnx = self.get_cnx()
        max_id = cnx.execute(cmd_str).fetchone()[0]
        if max_id is None:  # New db, session 0
            id = 0
        else:
            id = max_id
        return id

    # Get next key id for inserting text into db.
    def get_next_key(self):
        next_key = None
        cmd_str = f"SELECT MAX(key) FROM text \
            where session = {self.session_id};"
        cnx = self.get_cnx()
        next_key = cnx.execute(cmd_str).fetchone()[0]
        if next_key is None:  # First key
            next_key = 0
        else:
            next_key = int(next_key) + 1
        return next_key

    # Insert new text into db.
    def insert(self, text=None):
        if text is not None:
            key = self.get_next_key()
            session_id = self.session_id
            cmd_str = f"REPLACE INTO text(session, key, block) \
                VALUES (?, ?, ?);"
            cnx = self.get_cnx()
            cnx.execute(cmd_str, (session_id, key, text))
            cnx.commit()

    # Overwrite text at key.
    def overwrite(self, key, text):
        self.delete_memory(key)
        session_id = self.session_id
        cmd_str = f"REPLACE INTO text(session, key, block) \
            VALUES (?, ?, ?);"
        cnx = self.get_cnx()
        cnx.execute(cmd_str, (session_id, key, text))
        cnx.commit()

    def delete_memory(self, key, session_id=None):
        session = session_id
        if session is None:
            session = self.session_id
        cmd_str = f"DELETE FROM text WHERE session = {session} AND key = {key};"
        cnx = self.get_cnx()
        cnx.execute(cmd_str)
        cnx.commit()

    def search(self, text):
        cmd_str = f"SELECT * FROM text('{text}')"
        cnx = self.get_cnx()
        rows = cnx.execute(cmd_str).fetchall()
        lines = []
        for r in rows:
            lines.append(r[2])
        return lines

    # Get entire session text. If no id supplied, use current session id.
    def get_session(self, id=None):
        if id is None:
            id = self.session_id
        cmd_str = f"SELECT * FROM text where session = {id}"
        cnx = self.get_cnx()
        rows = cnx.execute(cmd_str).fetchall()
        lines = []
        for r in rows:
            lines.append(r[2])
        return lines

    # Commit and close the database connection.
    def quit(self):
        self.cnx.commit()
        self.cnx.close()


permanent_memory = MemoryDB()

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# Gently strive to be better than we
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