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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def dump(self):
 """Saves state database."""

        assert self.database is not None

        cmd = "SELECT count from {} WHERE rowid={}"
        self._execute(cmd.format(self.STATE_INFO_TABLE, self.STATE_INFO_ROW))
        ret = self._fetchall()
        assert len(ret) == 1
        assert len(ret[0]) == 1
        count = self._from_sqlite(ret[0][0]) + self.inserts

        if count > self.row_limit:
            msg = "cleaning up state, this might take a while."
            logger.warning(msg)

            delete = count - self.row_limit
            delete += int(self.row_limit * (self.row_cleanup_quota / 100.0))
            cmd = (
                "DELETE FROM {} WHERE timestamp IN ("
                "SELECT timestamp FROM {} ORDER BY timestamp ASC LIMIT {});"
            )
            self._execute(
                cmd.format(self.STATE_TABLE, self.STATE_TABLE, delete)
            )

            self._vacuum()

            cmd = "SELECT COUNT(*) FROM {}"

            self._execute(cmd.format(self.STATE_TABLE))
            ret = self._fetchall()
            assert len(ret) == 1
            assert len(ret[0]) == 1
            count = ret[0][0]

        cmd = "UPDATE {} SET count = {} WHERE rowid = {}"
        self._execute(
            cmd.format(
                self.STATE_INFO_TABLE,
                self._to_sqlite(count),
                self.STATE_INFO_ROW,
            )
        )

        self._update_cache_directory_state()

        self.database.commit()
        self.cursor.close()
        self.database.close()
        self.database = None
        self.cursor = None
        self.inserts = 0