def single_inference_run_with_sequential_block_update()

in src/lic/ppl/inference/abstract_mh_infer.py [0:0]

• 13 lines of code
• 1 McCabe index (conditional complexity)

    def single_inference_run_with_sequential_block_update(self, block: Block):
        """
        Run one iteration of the inference algorithm for a given block.

        :param block: the block of random variables to be resampled sequentially
        in this inference run
        """
        LOGGER_INFERENCE.log(
            LogLevel.DEBUG_UPDATES.value,
            "=" * 30 + "\n" + "Block: {b}\n".format(b=block.first_node),
        )

        (
            nodes_log_updates,
            children_log_updates,
            proposal_log_updates,
        ) = self.block_propose_change(block)
        self.accept_or_reject_update(
            nodes_log_updates, children_log_updates, proposal_log_updates
        )