import asyncio
import dataclasses
import logging
import time
from typing import Dict, List, Optional, Set, Tuple

from littlelambocoin.consensus.block_record import BlockRecord
from littlelambocoin.consensus.blockchain_interface import BlockchainInterface
from littlelambocoin.consensus.constants import ConsensusConstants
from littlelambocoin.consensus.difficulty_adjustment import can_finish_sub_and_full_epoch
from littlelambocoin.consensus.make_sub_epoch_summary import next_sub_epoch_summary
from littlelambocoin.consensus.multiprocess_validation import PreValidationResult
from littlelambocoin.consensus.pot_iterations import calculate_sp_interval_iters
from littlelambocoin.full_node.signage_point import SignagePoint
from littlelambocoin.protocols import timelord_protocol
from littlelambocoin.server.outbound_message import Message
from littlelambocoin.types.blockchain_format.classgroup import ClassgroupElement
from littlelambocoin.types.blockchain_format.sized_bytes import bytes32
from littlelambocoin.types.blockchain_format.sub_epoch_summary import SubEpochSummary
from littlelambocoin.types.blockchain_format.vdf import VDFInfo
from littlelambocoin.types.end_of_slot_bundle import EndOfSubSlotBundle
from littlelambocoin.types.full_block import FullBlock
from littlelambocoin.types.generator_types import CompressorArg
from littlelambocoin.types.unfinished_block import UnfinishedBlock
from littlelambocoin.util.ints import uint8, uint32, uint64, uint128
from littlelambocoin.util.lru_cache import LRUCache

log = logging.getLogger(__name__)


class FullNodeStore:
    constants: ConsensusConstants

    # Blocks which we have created, but don't have plot signatures yet, so not yet "unfinished blocks"
    candidate_blocks: Dict[bytes32, Tuple[uint32, UnfinishedBlock]]
    candidate_backup_blocks: Dict[bytes32, Tuple[uint32, UnfinishedBlock]]

    # Header hashes of unfinished blocks that we have seen recently
    seen_unfinished_blocks: set

    # Unfinished blocks, keyed from reward hash
    unfinished_blocks: Dict[bytes32, Tuple[uint32, UnfinishedBlock, PreValidationResult]]

    # Finished slots and sps from the peak's slot onwards
    # We store all 32 SPs for each slot, starting as 32 Nones and filling them as we go
    # Also stores the total iters at the end of slot
    # For the first sub-slot, EndOfSlotBundle is None
    finished_sub_slots: List[Tuple[Optional[EndOfSubSlotBundle], List[Optional[SignagePoint]], uint128]]

    # These caches maintain objects which depend on infused blocks in the reward chain, that we
    # might receive before the blocks themselves. The dict keys are the reward chain challenge hashes.

    # End of slots which depend on infusions that we don't have
    future_eos_cache: Dict[bytes32, List[EndOfSubSlotBundle]]

    # Signage points which depend on infusions that we don't have
    future_sp_cache: Dict[bytes32, List[Tuple[uint8, SignagePoint]]]

    # Infusion point VDFs which depend on infusions that we don't have
    future_ip_cache: Dict[bytes32, List[timelord_protocol.NewInfusionPointVDF]]

    # This stores the time that each key was added to the future cache, so we can clear old keys
    future_cache_key_times: Dict[bytes32, int]

    # These recent caches are for pooling support
    recent_signage_points: LRUCache
    recent_eos: LRUCache

    # Partial hashes of unfinished blocks we are requesting
    requesting_unfinished_blocks: Set[bytes32]

    previous_generator: Optional[CompressorArg]
    pending_tx_request: Dict[bytes32, bytes32]  # tx_id: peer_id
    peers_with_tx: Dict[bytes32, Set[bytes32]]  # tx_id: Set[peer_ids}
    tx_fetch_tasks: Dict[bytes32, asyncio.Task]  # Task id: task
    serialized_wp_message: Optional[Message]
    serialized_wp_message_tip: Optional[bytes32]

    def __init__(self, constants: ConsensusConstants):
        self.candidate_blocks = {}
        self.candidate_backup_blocks = {}
        self.seen_unfinished_blocks = set()
        self.unfinished_blocks = {}
        self.finished_sub_slots = []
        self.future_eos_cache = {}
        self.future_sp_cache = {}
        self.future_ip_cache = {}
        self.recent_signage_points = LRUCache(500)
        self.recent_eos = LRUCache(50)
        self.requesting_unfinished_blocks = set()
        self.previous_generator = None
        self.future_cache_key_times = {}
        self.constants = constants
        self.clear_slots()
        self.initialize_genesis_sub_slot()
        self.pending_tx_request = {}
        self.peers_with_tx = {}
        self.tx_fetch_tasks = {}
        self.serialized_wp_message = None
        self.serialized_wp_message_tip = None

    def add_candidate_block(
        self, quality_string: bytes32, height: uint32, unfinished_block: UnfinishedBlock, backup: bool = False
    ):
        if backup:
            self.candidate_backup_blocks[quality_string] = (height, unfinished_block)
        else:
            self.candidate_blocks[quality_string] = (height, unfinished_block)

    def get_candidate_block(
        self, quality_string: bytes32, backup: bool = False
    ) -> Optional[Tuple[uint32, UnfinishedBlock]]:
        if backup:
            return self.candidate_backup_blocks.get(quality_string, None)
        else:
            return self.candidate_blocks.get(quality_string, None)

    def clear_candidate_blocks_below(self, height: uint32) -> None:
        del_keys = []
        for key, value in self.candidate_blocks.items():
            if value[0] < height:
                del_keys.append(key)
        for key in del_keys:
            try:
                del self.candidate_blocks[key]
            except KeyError:
                pass
        del_keys = []
        for key, value in self.candidate_backup_blocks.items():
            if value[0] < height:
                del_keys.append(key)
        for key in del_keys:
            try:
                del self.candidate_backup_blocks[key]
            except KeyError:
                pass

    def seen_unfinished_block(self, object_hash: bytes32) -> bool:
        if object_hash in self.seen_unfinished_blocks:
            return True
        self.seen_unfinished_blocks.add(object_hash)
        return False

    def clear_seen_unfinished_blocks(self) -> None:
        self.seen_unfinished_blocks.clear()

    def add_unfinished_block(
        self, height: uint32, unfinished_block: UnfinishedBlock, result: PreValidationResult
    ) -> None:
        self.unfinished_blocks[unfinished_block.partial_hash] = (height, unfinished_block, result)

    def get_unfinished_block(self, unfinished_reward_hash: bytes32) -> Optional[UnfinishedBlock]:
        result = self.unfinished_blocks.get(unfinished_reward_hash, None)
        if result is None:
            return None
        return result[1]

    def get_unfinished_block_result(self, unfinished_reward_hash: bytes32) -> Optional[PreValidationResult]:
        result = self.unfinished_blocks.get(unfinished_reward_hash, None)
        if result is None:
            return None
        return result[2]

    def get_unfinished_blocks(self) -> Dict[bytes32, Tuple[uint32, UnfinishedBlock, PreValidationResult]]:
        return self.unfinished_blocks

    def clear_unfinished_blocks_below(self, height: uint32) -> None:
        del_keys: List[bytes32] = []
        for partial_reward_hash, (unf_height, unfinished_block, _) in self.unfinished_blocks.items():
            if unf_height < height:
                del_keys.append(partial_reward_hash)
        for del_key in del_keys:
            del self.unfinished_blocks[del_key]

    def remove_unfinished_block(self, partial_reward_hash: bytes32):
        if partial_reward_hash in self.unfinished_blocks:
            del self.unfinished_blocks[partial_reward_hash]

    def add_to_future_ip(self, infusion_point: timelord_protocol.NewInfusionPointVDF):
        ch: bytes32 = infusion_point.reward_chain_ip_vdf.challenge
        if ch not in self.future_ip_cache:
            self.future_ip_cache[ch] = []
        self.future_ip_cache[ch].append(infusion_point)

    def in_future_sp_cache(self, signage_point: SignagePoint, index: uint8) -> bool:
        if signage_point.rc_vdf is None:
            return False

        if signage_point.rc_vdf.challenge not in self.future_sp_cache:
            return False
        for cache_index, cache_sp in self.future_sp_cache[signage_point.rc_vdf.challenge]:
            if cache_index == index and cache_sp.rc_vdf == signage_point.rc_vdf:
                return True
        return False

    def add_to_future_sp(self, signage_point: SignagePoint, index: uint8):
        # We are missing a block here
        if (
            signage_point.cc_vdf is None
            or signage_point.rc_vdf is None
            or signage_point.cc_proof is None
            or signage_point.rc_proof is None
        ):
            return None
        if signage_point.rc_vdf.challenge not in self.future_sp_cache:
            self.future_sp_cache[signage_point.rc_vdf.challenge] = []
        if self.in_future_sp_cache(signage_point, index):
            return None

        self.future_cache_key_times[signage_point.rc_vdf.challenge] = int(time.time())
        self.future_sp_cache[signage_point.rc_vdf.challenge].append((index, signage_point))
        log.info(f"Don't have rc hash {signage_point.rc_vdf.challenge}. caching signage point {index}.")

    def get_future_ip(self, rc_challenge_hash: bytes32) -> List[timelord_protocol.NewInfusionPointVDF]:
        return self.future_ip_cache.get(rc_challenge_hash, [])

    def clear_old_cache_entries(self) -> None:
        current_time: int = int(time.time())
        remove_keys: List[bytes32] = []
        for rc_hash, time_added in self.future_cache_key_times.items():
            if current_time - time_added > 3600:
                remove_keys.append(rc_hash)
        for k in remove_keys:
            self.future_cache_key_times.pop(k, None)
            self.future_ip_cache.pop(k, [])
            self.future_eos_cache.pop(k, [])
            self.future_sp_cache.pop(k, [])

    def clear_slots(self):
        self.finished_sub_slots.clear()

    def get_sub_slot(self, challenge_hash: bytes32) -> Optional[Tuple[EndOfSubSlotBundle, int, uint128]]:
        assert len(self.finished_sub_slots) >= 1
        for index, (sub_slot, _, total_iters) in enumerate(self.finished_sub_slots):
            if sub_slot is not None and sub_slot.challenge_chain.get_hash() == challenge_hash:
                return sub_slot, index, total_iters
        return None

    def initialize_genesis_sub_slot(self):
        self.clear_slots()
        self.finished_sub_slots = [(None, [None] * self.constants.NUM_SPS_SUB_SLOT, uint128(0))]

    def new_finished_sub_slot(
        self,
        eos: EndOfSubSlotBundle,
        blocks: BlockchainInterface,
        peak: Optional[BlockRecord],
        peak_full_block: Optional[FullBlock],
    ) -> Optional[List[timelord_protocol.NewInfusionPointVDF]]:
        """
        Returns false if not added. Returns a list if added. The list contains all infusion points that depended
        on this sub slot
        """
        assert len(self.finished_sub_slots) >= 1
        assert (peak is None) == (peak_full_block is None)

        last_slot, _, last_slot_iters = self.finished_sub_slots[-1]

        cc_challenge: bytes32 = (
            last_slot.challenge_chain.get_hash() if last_slot is not None else self.constants.GENESIS_CHALLENGE
        )
        rc_challenge: bytes32 = (
            last_slot.reward_chain.get_hash() if last_slot is not None else self.constants.GENESIS_CHALLENGE
        )
        icc_challenge: Optional[bytes32] = None
        icc_iters: Optional[uint64] = None

        # Skip if already present
        for slot, _, _ in self.finished_sub_slots:
            if slot == eos:
                return []

        if eos.challenge_chain.challenge_chain_end_of_slot_vdf.challenge != cc_challenge:
            # This slot does not append to our next slot
            # This prevent other peers from appending fake VDFs to our cache
            return None

        if peak is None:
            sub_slot_iters = self.constants.SUB_SLOT_ITERS_STARTING
        else:
            sub_slot_iters = peak.sub_slot_iters

        total_iters = uint128(last_slot_iters + sub_slot_iters)

        if peak is not None and peak.total_iters > last_slot_iters:
            # Peak is in this slot
            rc_challenge = eos.reward_chain.end_of_slot_vdf.challenge
            cc_start_element = peak.challenge_vdf_output
            iters = uint64(total_iters - peak.total_iters)
            if peak.reward_infusion_new_challenge != rc_challenge:
                # We don't have this challenge hash yet
                if rc_challenge not in self.future_eos_cache:
                    self.future_eos_cache[rc_challenge] = []
                self.future_eos_cache[rc_challenge].append(eos)
                self.future_cache_key_times[rc_challenge] = int(time.time())
                log.info(f"Don't have challenge hash {rc_challenge}, caching EOS")
                return None

            if peak.deficit == self.constants.MIN_BLOCKS_PER_CHALLENGE_BLOCK:
                icc_start_element = None
            elif peak.deficit == self.constants.MIN_BLOCKS_PER_CHALLENGE_BLOCK - 1:
                icc_start_element = ClassgroupElement.get_default_element()
            else:
                icc_start_element = peak.infused_challenge_vdf_output

            if peak.deficit < self.constants.MIN_BLOCKS_PER_CHALLENGE_BLOCK:
                curr = peak
                while not curr.first_in_sub_slot and not curr.is_challenge_block(self.constants):
                    curr = blocks.block_record(curr.prev_hash)
                if curr.is_challenge_block(self.constants):
                    icc_challenge = curr.challenge_block_info_hash
                    icc_iters = uint64(total_iters - curr.total_iters)
                else:
                    assert curr.finished_infused_challenge_slot_hashes is not None
                    icc_challenge = curr.finished_infused_challenge_slot_hashes[-1]
                    icc_iters = sub_slot_iters
                assert icc_challenge is not None

            if can_finish_sub_and_full_epoch(
                self.constants,
                blocks,
                peak.height,
                peak.prev_hash,
                peak.deficit,
                peak.sub_epoch_summary_included is not None,
            )[0]:
                assert peak_full_block is not None
                ses: Optional[SubEpochSummary] = next_sub_epoch_summary(
                    self.constants, blocks, peak.required_iters, peak_full_block, True
                )
                if ses is not None:
                    if eos.challenge_chain.subepoch_summary_hash != ses.get_hash():
                        log.warning(f"SES not correct {ses.get_hash(), eos.challenge_chain}")
                        return None
                else:
                    if eos.challenge_chain.subepoch_summary_hash is not None:
                        log.warning("SES not correct, should be None")
                        return None
        else:
            # This is on an empty slot
            cc_start_element = ClassgroupElement.get_default_element()
            icc_start_element = ClassgroupElement.get_default_element()
            iters = sub_slot_iters
            icc_iters = sub_slot_iters

            # The icc should only be present if the previous slot had an icc too, and not deficit 0 (just finished slot)
            icc_challenge = (
                last_slot.infused_challenge_chain.get_hash()
                if last_slot is not None
                and last_slot.infused_challenge_chain is not None
                and last_slot.reward_chain.deficit != self.constants.MIN_BLOCKS_PER_CHALLENGE_BLOCK
                else None
            )

        # Validate cc VDF
        partial_cc_vdf_info = VDFInfo(
            cc_challenge,
            iters,
            eos.challenge_chain.challenge_chain_end_of_slot_vdf.output,
        )
        # The EOS will have the whole sub-slot iters, but the proof is only the delta, from the last peak
        if eos.challenge_chain.challenge_chain_end_of_slot_vdf != dataclasses.replace(
            partial_cc_vdf_info,
            number_of_iterations=sub_slot_iters,
        ):
            return None
        if (
            not eos.proofs.challenge_chain_slot_proof.normalized_to_identity
            and not eos.proofs.challenge_chain_slot_proof.is_valid(
                self.constants,
                cc_start_element,
                partial_cc_vdf_info,
            )
        ):
            return None
        if (
            eos.proofs.challenge_chain_slot_proof.normalized_to_identity
            and not eos.proofs.challenge_chain_slot_proof.is_valid(
                self.constants,
                ClassgroupElement.get_default_element(),
                eos.challenge_chain.challenge_chain_end_of_slot_vdf,
            )
        ):
            return None

        # Validate reward chain VDF
        if not eos.proofs.reward_chain_slot_proof.is_valid(
            self.constants,
            ClassgroupElement.get_default_element(),
            eos.reward_chain.end_of_slot_vdf,
            VDFInfo(rc_challenge, iters, eos.reward_chain.end_of_slot_vdf.output),
        ):
            return None

        if icc_challenge is not None:
            assert icc_start_element is not None
            assert icc_iters is not None
            assert eos.infused_challenge_chain is not None
            assert eos.infused_challenge_chain is not None
            assert eos.proofs.infused_challenge_chain_slot_proof is not None

            partial_icc_vdf_info = VDFInfo(
                icc_challenge,
                iters,
                eos.infused_challenge_chain.infused_challenge_chain_end_of_slot_vdf.output,
            )
            # The EOS will have the whole sub-slot iters, but the proof is only the delta, from the last peak
            if eos.infused_challenge_chain.infused_challenge_chain_end_of_slot_vdf != dataclasses.replace(
                partial_icc_vdf_info,
                number_of_iterations=icc_iters,
            ):
                return None
            if (
                not eos.proofs.infused_challenge_chain_slot_proof.normalized_to_identity
                and not eos.proofs.infused_challenge_chain_slot_proof.is_valid(
                    self.constants, icc_start_element, partial_icc_vdf_info
                )
            ):
                return None
            if (
                eos.proofs.infused_challenge_chain_slot_proof.normalized_to_identity
                and not eos.proofs.infused_challenge_chain_slot_proof.is_valid(
                    self.constants,
                    ClassgroupElement.get_default_element(),
                    eos.infused_challenge_chain.infused_challenge_chain_end_of_slot_vdf,
                )
            ):
                return None
        else:
            # This is the first sub slot and it's empty, therefore there is no ICC
            if eos.infused_challenge_chain is not None or eos.proofs.infused_challenge_chain_slot_proof is not None:
                return None

        self.finished_sub_slots.append((eos, [None] * self.constants.NUM_SPS_SUB_SLOT, total_iters))

        new_cc_hash = eos.challenge_chain.get_hash()
        self.recent_eos.put(new_cc_hash, (eos, time.time()))

        new_ips: List[timelord_protocol.NewInfusionPointVDF] = []
        for ip in self.future_ip_cache.get(eos.reward_chain.get_hash(), []):
            new_ips.append(ip)

        return new_ips

    def new_signage_point(
        self,
        index: uint8,
        blocks: BlockchainInterface,
        peak: Optional[BlockRecord],
        next_sub_slot_iters: uint64,
        signage_point: SignagePoint,
        skip_vdf_validation=False,
    ) -> bool:
        """
        Returns true if sp successfully added
        """
        assert len(self.finished_sub_slots) >= 1

        if peak is None or peak.height < 2:
            sub_slot_iters = self.constants.SUB_SLOT_ITERS_STARTING
        else:
            sub_slot_iters = peak.sub_slot_iters

        # If we don't have this slot, return False
        if index == 0 or index >= self.constants.NUM_SPS_SUB_SLOT:
            return False
        assert (
            signage_point.cc_vdf is not None
            and signage_point.cc_proof is not None
            and signage_point.rc_vdf is not None
            and signage_point.rc_proof is not None
        )
        for sub_slot, sp_arr, start_ss_total_iters in self.finished_sub_slots:
            if sub_slot is None:
                assert start_ss_total_iters == 0
                ss_challenge_hash = self.constants.GENESIS_CHALLENGE
                ss_reward_hash = self.constants.GENESIS_CHALLENGE
            else:
                ss_challenge_hash = sub_slot.challenge_chain.get_hash()
                ss_reward_hash = sub_slot.reward_chain.get_hash()
            if ss_challenge_hash == signage_point.cc_vdf.challenge:
                # If we do have this slot, find the Prev block from SP and validate SP
                if peak is not None and start_ss_total_iters > peak.total_iters:
                    # We are in a future sub slot from the peak, so maybe there is a new SSI
                    checkpoint_size: uint64 = uint64(next_sub_slot_iters // self.constants.NUM_SPS_SUB_SLOT)
                    delta_iters: uint64 = uint64(checkpoint_size * index)
                    future_sub_slot: bool = True
                else:
                    # We are not in a future sub slot from the peak, so there is no new SSI
                    checkpoint_size = uint64(sub_slot_iters // self.constants.NUM_SPS_SUB_SLOT)
                    delta_iters = uint64(checkpoint_size * index)
                    future_sub_slot = False
                sp_total_iters = start_ss_total_iters + delta_iters

                curr = peak
                if peak is None or future_sub_slot:
                    check_from_start_of_ss = True
                else:
                    check_from_start_of_ss = False
                    while (
                        curr is not None
                        and curr.total_iters > start_ss_total_iters
                        and curr.total_iters > sp_total_iters
                    ):
                        if curr.first_in_sub_slot:
                            # Did not find a block where it's iters are before our sp_total_iters, in this ss
                            check_from_start_of_ss = True
                            break
                        curr = blocks.block_record(curr.prev_hash)

                if check_from_start_of_ss:
                    # Check VDFs from start of sub slot
                    cc_vdf_info_expected = VDFInfo(
                        ss_challenge_hash,
                        delta_iters,
                        signage_point.cc_vdf.output,
                    )

                    rc_vdf_info_expected = VDFInfo(
                        ss_reward_hash,
                        delta_iters,
                        signage_point.rc_vdf.output,
                    )
                else:
                    # Check VDFs from curr
                    assert curr is not None
                    cc_vdf_info_expected = VDFInfo(
                        ss_challenge_hash,
                        uint64(sp_total_iters - curr.total_iters),
                        signage_point.cc_vdf.output,
                    )
                    rc_vdf_info_expected = VDFInfo(
                        curr.reward_infusion_new_challenge,
                        uint64(sp_total_iters - curr.total_iters),
                        signage_point.rc_vdf.output,
                    )
                if not signage_point.cc_vdf == dataclasses.replace(
                    cc_vdf_info_expected, number_of_iterations=delta_iters
                ):
                    self.add_to_future_sp(signage_point, index)
                    return False
                if check_from_start_of_ss:
                    start_ele = ClassgroupElement.get_default_element()
                else:
                    assert curr is not None
                    start_ele = curr.challenge_vdf_output
                if not skip_vdf_validation:
                    if not signage_point.cc_proof.normalized_to_identity and not signage_point.cc_proof.is_valid(
                        self.constants,
                        start_ele,
                        cc_vdf_info_expected,
                    ):
                        self.add_to_future_sp(signage_point, index)
                        return False
                    if signage_point.cc_proof.normalized_to_identity and not signage_point.cc_proof.is_valid(
                        self.constants,
                        ClassgroupElement.get_default_element(),
                        signage_point.cc_vdf,
                    ):
                        self.add_to_future_sp(signage_point, index)
                        return False

                if rc_vdf_info_expected.challenge != signage_point.rc_vdf.challenge:
                    # This signage point is probably outdated
                    self.add_to_future_sp(signage_point, index)
                    return False

                if not skip_vdf_validation:
                    if not signage_point.rc_proof.is_valid(
                        self.constants,
                        ClassgroupElement.get_default_element(),
                        signage_point.rc_vdf,
                        rc_vdf_info_expected,
                    ):
                        self.add_to_future_sp(signage_point, index)
                        return False

                sp_arr[index] = signage_point
                self.recent_signage_points.put(signage_point.cc_vdf.output.get_hash(), (signage_point, time.time()))
                return True
        self.add_to_future_sp(signage_point, index)
        return False

    def get_signage_point(self, cc_signage_point: bytes32) -> Optional[SignagePoint]:
        assert len(self.finished_sub_slots) >= 1
        if cc_signage_point == self.constants.GENESIS_CHALLENGE:
            return SignagePoint(None, None, None, None)

        for sub_slot, sps, _ in self.finished_sub_slots:
            if sub_slot is not None and sub_slot.challenge_chain.get_hash() == cc_signage_point:
                return SignagePoint(None, None, None, None)
            for sp in sps:
                if sp is not None:
                    assert sp.cc_vdf is not None
                    if sp.cc_vdf.output.get_hash() == cc_signage_point:
                        return sp
        return None

    def get_signage_point_by_index(
        self, challenge_hash: bytes32, index: uint8, last_rc_infusion: bytes32
    ) -> Optional[SignagePoint]:
        assert len(self.finished_sub_slots) >= 1
        for sub_slot, sps, _ in self.finished_sub_slots:
            if sub_slot is not None:
                cc_hash = sub_slot.challenge_chain.get_hash()
            else:
                cc_hash = self.constants.GENESIS_CHALLENGE

            if cc_hash == challenge_hash:
                if index == 0:
                    return SignagePoint(None, None, None, None)
                sp: Optional[SignagePoint] = sps[index]
                if sp is not None:
                    assert sp.rc_vdf is not None
                    if sp.rc_vdf.challenge == last_rc_infusion:
                        return sp
                return None
        return None

    def have_newer_signage_point(self, challenge_hash: bytes32, index: uint8, last_rc_infusion: bytes32) -> bool:
        """
        Returns true if we have a signage point at this index which is based on a newer infusion.
        """
        assert len(self.finished_sub_slots) >= 1
        for sub_slot, sps, _ in self.finished_sub_slots:
            if sub_slot is not None:
                cc_hash = sub_slot.challenge_chain.get_hash()
            else:
                cc_hash = self.constants.GENESIS_CHALLENGE

            if cc_hash == challenge_hash:
                found_rc_hash = False
                for i in range(0, index):
                    sp: Optional[SignagePoint] = sps[i]
                    if sp is not None and sp.rc_vdf is not None and sp.rc_vdf.challenge == last_rc_infusion:
                        found_rc_hash = True
                sp = sps[index]
                if (
                    found_rc_hash
                    and sp is not None
                    and sp.rc_vdf is not None
                    and sp.rc_vdf.challenge != last_rc_infusion
                ):
                    return True
        return False

    def new_peak(
        self,
        peak: BlockRecord,
        peak_full_block: FullBlock,
        sp_sub_slot: Optional[EndOfSubSlotBundle],  # None if not overflow, or in first/second slot
        ip_sub_slot: Optional[EndOfSubSlotBundle],  # None if in first slot
        fork_block: Optional[BlockRecord],
        blocks: BlockchainInterface,
    ) -> Tuple[
        Optional[EndOfSubSlotBundle], List[Tuple[uint8, SignagePoint]], List[timelord_protocol.NewInfusionPointVDF]
    ]:
        """
        If the peak is an overflow block, must provide two sub-slots: one for the current sub-slot and one for
        the prev sub-slot (since we still might get more blocks with an sp in the previous sub-slot)

        Results in either one or two sub-slots in finished_sub_slots.
        """
        assert len(self.finished_sub_slots) >= 1

        if ip_sub_slot is None:
            # We are still in the first sub-slot, no new sub slots ey
            self.initialize_genesis_sub_slot()
        else:
            # This is not the first sub-slot in the chain
            sp_sub_slot_sps: List[Optional[SignagePoint]] = [None] * self.constants.NUM_SPS_SUB_SLOT
            ip_sub_slot_sps: List[Optional[SignagePoint]] = [None] * self.constants.NUM_SPS_SUB_SLOT

            if fork_block is not None and fork_block.sub_slot_iters != peak.sub_slot_iters:
                # If there was a reorg and a difficulty adjustment, just clear all the slots
                self.clear_slots()
            else:
                interval_iters = calculate_sp_interval_iters(self.constants, peak.sub_slot_iters)
                # If it's not a reorg, or there is a reorg on the same difficulty, we can keep signage points
                # that we had before, in the cache
                for index, (sub_slot, sps, total_iters) in enumerate(self.finished_sub_slots):
                    if sub_slot is None:
                        continue

                    if fork_block is None:
                        # If this is not a reorg, we still want to remove signage points after the new peak
                        fork_block = peak
                    replaced_sps: List[Optional[SignagePoint]] = []  # index 0 is the end of sub slot
                    for i, sp in enumerate(sps):
                        if (total_iters + i * interval_iters) < fork_block.total_iters:
                            # Sps before the fork point as still valid
                            replaced_sps.append(sp)
                        else:
                            if sp is not None:
                                log.debug(
                                    f"Reverting {i} {(total_iters + i * interval_iters)} {fork_block.total_iters}"
                                )
                            # Sps after the fork point should be removed
                            replaced_sps.append(None)
                    assert len(sps) == len(replaced_sps)

                    if sub_slot == sp_sub_slot:
                        sp_sub_slot_sps = replaced_sps
                    if sub_slot == ip_sub_slot:
                        ip_sub_slot_sps = replaced_sps

            self.clear_slots()

            prev_sub_slot_total_iters = peak.sp_sub_slot_total_iters(self.constants)
            if sp_sub_slot is not None or prev_sub_slot_total_iters == 0:
                assert peak.overflow or prev_sub_slot_total_iters
                self.finished_sub_slots.append((sp_sub_slot, sp_sub_slot_sps, prev_sub_slot_total_iters))

            ip_sub_slot_total_iters = peak.ip_sub_slot_total_iters(self.constants)
            self.finished_sub_slots.append((ip_sub_slot, ip_sub_slot_sps, ip_sub_slot_total_iters))

        new_eos: Optional[EndOfSubSlotBundle] = None
        new_sps: List[Tuple[uint8, SignagePoint]] = []
        new_ips: List[timelord_protocol.NewInfusionPointVDF] = []

        future_eos: List[EndOfSubSlotBundle] = self.future_eos_cache.get(peak.reward_infusion_new_challenge, []).copy()
        for eos in future_eos:
            if self.new_finished_sub_slot(eos, blocks, peak, peak_full_block) is not None:
                new_eos = eos
                break

        future_sps: List[Tuple[uint8, SignagePoint]] = self.future_sp_cache.get(
            peak.reward_infusion_new_challenge, []
        ).copy()
        for index, sp in future_sps:
            assert sp.cc_vdf is not None
            if self.new_signage_point(index, blocks, peak, peak.sub_slot_iters, sp):
                new_sps.append((index, sp))

        for ip in self.future_ip_cache.get(peak.reward_infusion_new_challenge, []):
            new_ips.append(ip)

        self.future_eos_cache.pop(peak.reward_infusion_new_challenge, [])
        self.future_sp_cache.pop(peak.reward_infusion_new_challenge, [])
        self.future_ip_cache.pop(peak.reward_infusion_new_challenge, [])

        for eos_op, _, _ in self.finished_sub_slots:
            if eos_op is not None:
                self.recent_eos.put(eos_op.challenge_chain.get_hash(), (eos_op, time.time()))

        return new_eos, new_sps, new_ips

    def get_finished_sub_slots(
        self,
        block_records: BlockchainInterface,
        prev_b: Optional[BlockRecord],
        last_challenge_to_add: bytes32,
    ) -> Optional[List[EndOfSubSlotBundle]]:
        """
        Retrieves the EndOfSubSlotBundles that are in the store either:
        1. From the starting challenge if prev_b is None
        2. That are not included in the blockchain with peak of prev_b if prev_b is not None

        Stops at last_challenge
        """

        if prev_b is None:
            # The first sub slot must be None
            assert self.finished_sub_slots[0][0] is None
            challenge_in_chain: bytes32 = self.constants.GENESIS_CHALLENGE
        else:
            curr: BlockRecord = prev_b
            while not curr.first_in_sub_slot:
                curr = block_records.block_record(curr.prev_hash)
            assert curr is not None
            assert curr.finished_challenge_slot_hashes is not None
            challenge_in_chain = curr.finished_challenge_slot_hashes[-1]

        if last_challenge_to_add == challenge_in_chain:
            # No additional slots to add
            return []

        collected_sub_slots: List[EndOfSubSlotBundle] = []
        found_last_challenge = False
        found_connecting_challenge = False
        for sub_slot, sps, total_iters in self.finished_sub_slots[1:]:
            assert sub_slot is not None
            if sub_slot.challenge_chain.challenge_chain_end_of_slot_vdf.challenge == challenge_in_chain:
                found_connecting_challenge = True
            if found_connecting_challenge:
                collected_sub_slots.append(sub_slot)
            if found_connecting_challenge and sub_slot.challenge_chain.get_hash() == last_challenge_to_add:
                found_last_challenge = True
                break
        if not found_last_challenge:
            log.warning(f"Did not find hash {last_challenge_to_add} connected to " f"{challenge_in_chain}")
            return None
        return collected_sub_slots
