From f0ef8e7376a6dace0c09cf8fe7bfc0c5a805883b Mon Sep 17 00:00:00 2001 From: Will Fey Date: Wed, 25 Jan 2023 22:39:07 -0700 Subject: [PATCH 1/3] Adding local node code used to construct data Leaving out data files due to their size. --- .gitignore | 3 + data-analysis.ipynb | 882 ++++++++++ poetry.lock | 1817 +++++++++++++++++++++ pyproject.toml | 23 + src/__init__.py | 0 src/local_node/__init__.py | 0 src/local_node/event_scanner.py | 527 ++++++ src/local_node/process_state_to_df.py | 100 ++ src/local_node/scanner_runner.py | 50 + src/uniswap_v2_pair_abi.py | 3 + test/__init__.py | 0 test/local_node/__init__.py | 0 test/local_node/test_scanner_with_node.py | 64 + 13 files changed, 3469 insertions(+) create mode 100644 .gitignore create mode 100644 data-analysis.ipynb create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 src/__init__.py create mode 100644 src/local_node/__init__.py create mode 100644 src/local_node/event_scanner.py create mode 100644 src/local_node/process_state_to_df.py create mode 100644 src/local_node/scanner_runner.py create mode 100644 src/uniswap_v2_pair_abi.py create mode 100644 test/__init__.py create mode 100644 test/local_node/__init__.py create mode 100644 test/local_node/test_scanner_with_node.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..c17e4e6 --- /dev/null +++ b/.gitignore @@ -0,0 +1,3 @@ +.idea +.ipynb_checkpoints +test/local_node/state diff --git a/data-analysis.ipynb b/data-analysis.ipynb new file mode 100644 index 0000000..97b7b13 --- /dev/null +++ b/data-analysis.ipynb @@ -0,0 +1,882 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "39921289", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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blockamount0Inamount1Inamount0Outamount1Outreserve0reserve1
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" + ], + "text/plain": [ + " block amount0In amount1In amount0Out \\\n", + "0 11876000 172168679926519706 1000000000000000000 17216867992651970607 \n", + "1 11876001 0 0 0 \n", + "2 11876002 0 0 0 \n", + "3 11876003 0 0 0 \n", + "4 11876004 0 0 0 \n", + "\n", + " amount1Out reserve0 reserve1 \n", + "0 29238993545300586 8634337007348029393 1500000000000000000 \n", + "1 0 8634337007348029393 1500000000000000000 \n", + "2 0 8634337007348029393 1500000000000000000 \n", + "3 0 8634337007348029393 1500000000000000000 \n", + "4 0 8634337007348029393 1500000000000000000 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "block_df = (state_df[['block', 'amount0In', 'amount1In', 'amount0Out', 'amount1Out', 'reserve0', 'reserve1']]).groupby(\n", + " state_df.block, as_index=False).agg({\n", + " 'block': 'first', 'amount0In': sum, 'amount1In': sum, 'amount0Out': sum, 'amount1Out': sum, 'reserve0': 'last', 'reserve1': 'last'\n", + " })\n", + "block_df.block = block_df.block.astype(int)\n", + "\n", + "block_df = block_df.set_index('block').reindex(np.arange(block_df.block.min(), block_df.block.max() + 1)).reset_index()\n", + "block_df.reserve0 = block_df.reserve0.fillna(method='ffill')\n", + "block_df.reserve1 = block_df.reserve1.fillna(method='ffill')\n", + "block_df = block_df.fillna(value=0)\n", + "block_df.head()\n" + ] + }, + { + "cell_type": "markdown", + "id": "8633154a", + "metadata": {}, + "source": [ + "# Construct Oracles\n", + "\n", + "Our dataframe starts with swaps and reserves prior to swaps. Using this data we crunch some numbers to build build various oraclse. Since we do not have time which our scanner does not grab, we use blocks thus BWAP rather than TWAP. If every block was 12 seconds exactly, this would be the same, but since that is not the case, there are some minor erorrs. " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6153bcec", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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blockamount0Inamount1Inamount0Outamount1Outreserve0reserve1cumsum_x_per_ycumsum_y_per_xtwap_30_x_per_y...twap_60_x_per_ytwap_60_y_per_xtick_sum_x_per_ygeom_twap_30_x_per_ygeom_twap_60_x_per_ycumsum_x_incumsum_y_outcumsum_y_incumsum_x_outvwap_30_x_per_y
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5 rows × 21 columns

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" + ], + "text/plain": [ + " block amount0In amount1In amount0Out \\\n", + "0 11876000 172168679926519706 1000000000000000000 17216867992651970607 \n", + "1 11876001 0 0 0 \n", + "2 11876002 0 0 0 \n", + "3 11876003 0 0 0 \n", + "4 11876004 0 0 0 \n", + "\n", + " amount1Out reserve0 reserve1 cumsum_x_per_y \\\n", + "0 29238993545300586 8634337007348029393 1500000000000000000 5.756225 \n", + "1 0 8634337007348029393 1500000000000000000 11.512449 \n", + "2 0 8634337007348029393 1500000000000000000 17.268674 \n", + "3 0 8634337007348029393 1500000000000000000 23.024899 \n", + "4 0 8634337007348029393 1500000000000000000 28.781123 \n", + "\n", + " cumsum_y_per_x twap_30_x_per_y ... twap_60_x_per_y twap_60_y_per_x \\\n", + "0 0.173725 NaN ... NaN NaN \n", + "1 0.34745 NaN ... NaN NaN \n", + "2 0.521175 NaN ... NaN NaN \n", + "3 0.6949 NaN ... NaN NaN \n", + "4 0.868625 NaN ... NaN NaN \n", + "\n", + " tick_sum_x_per_y geom_twap_30_x_per_y geom_twap_60_x_per_y \\\n", + "0 17503.693335 NaN NaN \n", + "1 35007.386670 NaN NaN \n", + "2 52511.080004 NaN NaN \n", + "3 70014.773339 NaN NaN \n", + "4 87518.466674 NaN NaN \n", + "\n", + " cumsum_x_in cumsum_y_out cumsum_y_in \\\n", + "0 172168679926519706 29238993545300586 1000000000000000000 \n", + "1 172168679926519706 29238993545300586 1000000000000000000 \n", + "2 172168679926519706 29238993545300586 1000000000000000000 \n", + "3 172168679926519706 29238993545300586 1000000000000000000 \n", + "4 172168679926519706 29238993545300586 1000000000000000000 \n", + "\n", + " cumsum_x_out vwap_30_x_per_y \n", + "0 17216867992651970607 NaN \n", + "1 17216867992651970607 NaN \n", + "2 17216867992651970607 NaN \n", + "3 17216867992651970607 NaN \n", + "4 17216867992651970607 NaN \n", + "\n", + "[5 rows x 21 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tick_log = math.log(1.0001)\n", + "\n", + "\n", + "# additive TWAP\n", + "oracle_df = block_df\n", + "oracle_df[\"cumsum_x_per_y\"] = (block_df['reserve0'] / block_df['reserve1']).cumsum()\n", + "oracle_df[\"cumsum_y_per_x\"] = (block_df['reserve1'] / block_df['reserve0']).cumsum()\n", + "\n", + "\n", + "oracle_df[\"twap_30_x_per_y\"] = (oracle_df[\"cumsum_x_per_y\"] - oracle_df[\"cumsum_x_per_y\"].shift(periods=150)) / 150\n", + "oracle_df[\"twap_30_y_per_x\"] = (oracle_df[\"cumsum_y_per_x\"] - oracle_df[\"cumsum_y_per_x\"].shift(periods=150)) / 150\n", + "oracle_df[\"twap_60_x_per_y\"] = (oracle_df[\"cumsum_x_per_y\"] - oracle_df[\"cumsum_x_per_y\"].shift(periods=300)) / 300\n", + "oracle_df[\"twap_60_y_per_x\"] = (oracle_df[\"cumsum_y_per_x\"] - oracle_df[\"cumsum_y_per_x\"].shift(periods=300)) / 300\n", + "\n", + "# Geometric TWAP\n", + "oracle_df[\"tick_sum_x_per_y\"] = (np.log((block_df['reserve0'] / block_df['reserve1']).astype(float)) /\n", + " tick_log).cumsum()\n", + "\n", + "oracle_df[\"geom_twap_30_x_per_y\"] = np.power(\n", + " 1.0001, (oracle_df[\"tick_sum_x_per_y\"] - oracle_df[\"tick_sum_x_per_y\"].shift(150)) / 150\n", + ")\n", + "oracle_df[\"geom_twap_60_x_per_y\"] = np.power(\n", + " 1.0001, (oracle_df[\"tick_sum_x_per_y\"] - oracle_df[\"tick_sum_x_per_y\"].shift(300)) / 300\n", + ")\n", + "\n", + "\n", + "# # VWAP\n", + "oracle_df[\"cumsum_x_in\"] = block_df[\"amount0In\"].cumsum()\n", + "oracle_df[\"cumsum_y_out\"] = block_df[\"amount1Out\"].cumsum()\n", + "oracle_df[\"cumsum_y_in\"] = block_df[\"amount1In\"].cumsum()\n", + "oracle_df[\"cumsum_x_out\"] = block_df[\"amount0Out\"].cumsum()\n", + "\n", + "oracle_df[\"vwap_30_x_per_y\"] = (\n", + " oracle_df[\"cumsum_x_in\"] + oracle_df[\"cumsum_x_out\"] -\n", + " (oracle_df[\"cumsum_x_in\"] + oracle_df[\"cumsum_x_out\"]).shift(150)).divide(\n", + " (oracle_df[\"cumsum_y_in\"] + oracle_df[\"cumsum_y_out\"] -\n", + " (oracle_df[\"cumsum_y_in\"] + oracle_df[\"cumsum_y_out\"]).shift(150)).replace({ 0 : np.nan }))\n", + "\n", + "oracle_df.head()\n" + ] + }, + { + "cell_type": "markdown", + "id": "bb3a784d", + "metadata": {}, + "source": [ + "# 30 Minute Oracle Comparison" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ac3331ab", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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blocktwap_30_x_per_ygeom_twap_30_x_per_yvwap_30_x_per_y
1501187615089.09263848.065748107.187049
1511187615190.49060349.240650107.187049
1521187615291.88856950.444272107.187049
1531187615393.28653551.677313107.187049
1541187615494.68450152.940495107.187049
...............
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4603439 rows × 4 columns

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" + ], + "text/plain": [ + " block twap_30_x_per_y geom_twap_30_x_per_y vwap_30_x_per_y\n", + "150 11876150 89.092638 48.065748 107.187049\n", + "151 11876151 90.490603 49.240650 107.187049\n", + "152 11876152 91.888569 50.444272 107.187049\n", + "153 11876153 93.286535 51.677313 107.187049\n", + "154 11876154 94.684501 52.940495 107.187049\n", + "... ... ... ... ...\n", + "4603584 16479584 1611.792365 1611.792362 NaN\n", + "4603585 16479585 1611.792365 1611.792362 NaN\n", + "4603586 16479586 1611.792365 1611.792362 NaN\n", + "4603587 16479587 1611.792365 1611.792362 NaN\n", + "4603588 16479588 1611.900495 1611.899955 1645.834231\n", + "\n", + "[4603439 rows x 4 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "oracle_df.iloc[150:][['block', 'twap_30_x_per_y', 'geom_twap_30_x_per_y', 'vwap_30_x_per_y']]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6ee302fa", + "metadata": {}, + "outputs": [], + "source": [ + "average_price_df = oracle_df.iloc[150:][['block', 'twap_30_x_per_y', 'geom_twap_30_x_per_y', 'vwap_30_x_per_y']]\n", + "average_price_df[\"current_price\"] = (oracle_df['reserve0'] / oracle_df['reserve1'])\n", + "average_price_df[\"shifted_price\"] = (oracle_df['reserve0'] / oracle_df['reserve1']).shift(periods=75)\n", + "average_price_df = average_price_df.set_index('block')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2ec711b9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "average_price_df[(16250000 <= average_price_df.index) & (average_price_df.index <= 16325000)].plot()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ff41527d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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a/src/local_node/event_scanner.py b/src/local_node/event_scanner.py new file mode 100644 index 0000000..b1acda0 --- /dev/null +++ b/src/local_node/event_scanner.py @@ -0,0 +1,527 @@ +"""A stateful event scanner for Ethereum-based blockchains using Web3.py. + +With the stateful mechanism, you can do one batch scan or incremental scans, +where events are added wherever the scanner left off. + +Modifed from https://web3py.readthedocs.io/en/v5/examples.html#example-code +to scan for swaps and syncs from uniswap v2 pair. +""" + +import datetime +import json +import time +import logging +from abc import ABC, abstractmethod +from typing import Tuple, Optional, Callable, List, Iterable + +from web3 import Web3 +from web3.contract import Contract +from web3.datastructures import AttributeDict +from web3.exceptions import BlockNotFound +from eth_abi.codec import ABICodec + +# Currently this method is not exposed over official web3 API, +# but we need it to construct eth_getLogs parameters +from web3._utils.filters import construct_event_filter_params +from web3._utils.events import get_event_data + + +logger = logging.getLogger(__name__) + + +class EventScannerState(ABC): + """Application state that remembers what blocks we have scanned in the case of crash. + """ + + @abstractmethod + def get_last_scanned_block(self) -> int: + """Number of the last block we have scanned on the previous cycle. + + :return: 0 if no blocks scanned yet + """ + + @abstractmethod + def start_chunk(self, block_number: int, chunk_size: int): + """Scanner is about to ask data of multiple blocks over JSON-RPC. + + Start a database session if needed. + """ + + @abstractmethod + def end_chunk(self, block_number: int): + """Scanner finished a number of blocks. + + Persistent any data in your state now. + """ + + @abstractmethod + def process_event(self, block_when: datetime.datetime, event: AttributeDict) -> object: + """Process incoming events. + + This function takes raw events from Web3, transforms them to your application internal + format, then saves them in a database or some other state. + + :param block_when: When this block was mined + + :param event: Symbolic dictionary of the event data + + :return: Internal state structure that is the result of event tranformation. + """ + + @abstractmethod + def delete_data(self, since_block: int) -> int: + """Delete any data since this block was scanned. + + Purges any potential minor reorg data. + """ + + +class EventScanner: + """Scan blockchain for events and try not to abuse JSON-RPC API too much. + + Can be used for real-time scans, as it detects minor chain reorganisation and rescans. + Unlike the easy web3.contract.Contract, this scanner can scan events from multiple contracts at once. + For example, you can get all transfers from all tokens in the same scan. + + You *should* disable the default `http_retry_request_middleware` on your provider for Web3, + because it cannot correctly throttle and decrease the `eth_getLogs` block number range. + """ + + def __init__(self, web3: Web3, contract: Contract, state: EventScannerState, events: List, filters: {}, + max_chunk_scan_size: int = 10000, max_request_retries: int = 30, request_retry_seconds: float = 3.0): + """ + :param contract: Contract + :param events: List of web3 Event we scan + :param filters: Filters passed to getLogs + :param max_chunk_scan_size: JSON-RPC API limit in the number of blocks we query. (Recommendation: 10,000 for mainnet, 500,000 for testnets) + :param max_request_retries: How many times we try to reattempt a failed JSON-RPC call + :param request_retry_seconds: Delay between failed requests to let JSON-RPC server to recover + """ + + self.logger = logger + self.contract = contract + self.web3 = web3 + self.state = state + self.events = events + self.filters = filters + + # Our JSON-RPC throttling parameters + self.min_scan_chunk_size = 10 # 12 s/block = 120 seconds period + self.max_scan_chunk_size = max_chunk_scan_size + self.max_request_retries = max_request_retries + self.request_retry_seconds = request_retry_seconds + + # Factor how fast we increase the chunk size if results are found + # # (slow down scan after starting to get hits) + self.chunk_size_decrease = 0.5 + + # Factor how was we increase chunk size if no results found + self.chunk_size_increase = 2.0 + + @property + def address(self): + return self.token_address + + def get_block_timestamp(self, block_num) -> datetime.datetime: + """Get Ethereum block timestamp""" + try: + block_info = self.web3.eth.getBlock(block_num) + except BlockNotFound: + # Block was not mined yet, + # minor chain reorganisation? + return None + last_time = block_info["timestamp"] + return datetime.datetime.utcfromtimestamp(last_time) + + def get_suggested_scan_start_block(self): + """Get where we should start to scan for new token events. + + If there are no prior scans, start from block 1. + Otherwise, start from the last end block minus ten blocks. + We rescan the last ten scanned blocks in the case there were forks to avoid + misaccounting due to minor single block works (happens once in a hour in Ethereum). + These heurestics could be made more robust, but this is for the sake of simple reference implementation. + """ + + end_block = self.get_last_scanned_block() + if end_block: + return max(1, end_block - self.NUM_BLOCKS_RESCAN_FOR_FORKS) + return 1 + + def get_suggested_scan_end_block(self): + """Get the last mined block on Ethereum chain we are following.""" + + # Do not scan all the way to the final block, as this + # block might not be mined yet + return self.web3.eth.blockNumber - 1 + + def get_last_scanned_block(self) -> int: + return self.state.get_last_scanned_block() + + def delete_potentially_forked_block_data(self, after_block: int): + """Purge old data in the case of blockchain reorganisation.""" + self.state.delete_data(after_block) + + def scan_chunk(self, start_block, end_block) -> Tuple[int, datetime.datetime, list]: + """Read and process events between to block numbers. + + Dynamically decrease the size of the chunk if the case JSON-RPC server pukes out. + + :return: tuple(actual end block number, when this block was mined, processed events) + """ + + block_timestamps = {} + get_block_timestamp = self.get_block_timestamp + + # Cache block timestamps to reduce some RPC overhead + # Real solution might include smarter models around block + def get_block_when(block_num): + if block_num not in block_timestamps: + block_timestamps[block_num] = get_block_timestamp(block_num) + return block_timestamps[block_num] + + all_processed = [] + + for event_type in self.events: + + # Callable that takes care of the underlying web3 call + def _fetch_events(_start_block, _end_block): + return _fetch_events_for_all_contracts(self.web3, + event_type, + self.filters, + from_block=_start_block, + to_block=_end_block) + + # Do `n` retries on `eth_getLogs`, + # throttle down block range if needed + end_block, events = _retry_web3_call( + _fetch_events, + start_block=start_block, + end_block=end_block, + retries=self.max_request_retries, + delay=self.request_retry_seconds) + + for evt in events: + idx = evt["logIndex"] # Integer of the log index position in the block, null when its pending + + # We cannot avoid minor chain reorganisations, but + # at least we must avoid blocks that are not mined yet + assert idx is not None, "Somehow tried to scan a pending block" + + block_number = evt["blockNumber"] + + # Get UTC time when this event happened (block mined timestamp) + # from our in-memory cache + block_when = get_block_when(block_number) + + logger.debug("Processing event %s, block:%d count:%d", evt["event"], evt["blockNumber"]) + processed = self.state.process_event(block_when, evt) + all_processed.append(processed) + + end_block_timestamp = get_block_when(end_block) + return end_block, end_block_timestamp, all_processed + + def estimate_next_chunk_size(self, current_chuck_size: int, event_found_count: int): + """Try to figure out optimal chunk size + + Our scanner might need to scan the whole blockchain for all events + + * We want to minimize API calls over empty blocks + + * We want to make sure that one scan chunk does not try to process too many entries once, as we try to control commit buffer size and potentially asynchronous busy loop + + * Do not overload node serving JSON-RPC API by asking data for too many events at a time + + Currently Ethereum JSON-API does not have an API to tell when a first event occurred in a blockchain + and our heuristics try to accelerate block fetching (chunk size) until we see the first event. + + These heurestics exponentially increase the scan chunk size depending on if we are seeing events or not. + When any transfers are encountered, we are back to scanning only a few blocks at a time. + It does not make sense to do a full chain scan starting from block 1, doing one JSON-RPC call per 20 blocks. + """ + + if event_found_count > 0: + # When we encounter first events, reset the chunk size window + current_chuck_size = self.min_scan_chunk_size + else: + current_chuck_size *= self.chunk_size_increase + + current_chuck_size = max(self.min_scan_chunk_size, current_chuck_size) + current_chuck_size = min(self.max_scan_chunk_size, current_chuck_size) + return int(current_chuck_size) + + def scan(self, start_block, end_block, start_chunk_size=20, progress_callback=Optional[Callable]) -> Tuple[ + list, int]: + """Perform a token balances scan. + + Assumes all balances in the database are valid before start_block (no forks sneaked in). + + :param start_block: The first block included in the scan + + :param end_block: The last block included in the scan + + :param start_chunk_size: How many blocks we try to fetch over JSON-RPC on the first attempt + + :param progress_callback: If this is an UI application, update the progress of the scan + + :return: [All processed events, number of chunks used] + """ + + assert start_block <= end_block + + current_block = start_block + + # Scan in chunks, commit between + chunk_size = start_chunk_size + last_scan_duration = last_logs_found = 0 + total_chunks_scanned = 0 + + # All processed entries we got on this scan cycle + all_processed = [] + + while current_block <= end_block: + self.state.start_chunk(current_block, chunk_size) + + # Print some diagnostics to logs to try to fiddle with real world JSON-RPC API performance + estimated_end_block = current_block + chunk_size + logger.debug( + "Scanning token transfers for blocks: %d - %d, chunk size %d, last chunk scan took %f, last logs found %d", + current_block, estimated_end_block, chunk_size, last_scan_duration, last_logs_found) + + start = time.time() + actual_end_block, end_block_timestamp, new_entries = self.scan_chunk(current_block, estimated_end_block) + + # Where does our current chunk scan ends - are we out of chain yet? + current_end = actual_end_block + + last_scan_duration = time.time() - start + all_processed += new_entries + + # Print progress bar + if progress_callback: + progress_callback(start_block, end_block, current_block, end_block_timestamp, chunk_size, len(new_entries)) + + # Try to guess how many blocks to fetch over `eth_getLogs` API next time + chunk_size = self.estimate_next_chunk_size(chunk_size, len(new_entries)) + + # Set where the next chunk starts + current_block = current_end + 1 + total_chunks_scanned += 1 + self.state.end_chunk(current_end) + + return all_processed, total_chunks_scanned + + +class JSONifiedState(EventScannerState): + """Store the state of scanned blocks and all events. + + All state is an in-memory dict. + Simple load/store massive JSON on start up. + """ + + def __init__(self, file_name): + self.state = None + self.path = "state/" + file_name + # How many second ago we saved the JSON file + self.last_save = 0 + + def reset(self): + """Create initial state of nothing scanned.""" + self.state = { + "last_scanned_block": 0, + "blocks": {}, + } + + def restore(self): + """Restore the last scan state from a file.""" + try: + self.state = json.load(open(self.path, "rt")) + print(f"Restored the state, previously {self.state['last_scanned_block']} blocks have been scanned") + except (IOError, json.decoder.JSONDecodeError): + print("State starting from scratch") + self.reset() + + def save(self): + """Save everything we have scanned so far in a file.""" + with open(self.path, "wt") as f: + json.dump(self.state, f) + self.last_save = time.time() + + # + # EventScannerState methods implemented below + # + + def get_last_scanned_block(self): + """The number of the last block we have stored.""" + return self.state["last_scanned_block"] + + def delete_data(self, since_block): + """Remove potentially reorganised blocks from the scan data.""" + for block_num in range(since_block, self.get_last_scanned_block()): + if block_num in self.state["blocks"]: + del self.state["blocks"][block_num] + + def start_chunk(self, block_number, chunk_size): + pass + + def end_chunk(self, block_number): + """Save at the end of each block, so we can resume in the case of a crash or CTRL+C""" + # Next time the scanner is started we will resume from this block + self.state["last_scanned_block"] = block_number + + # Save the database file for every minute + if time.time() - self.last_save > 60: + self.save() + + def process_event(self, block_when: datetime.datetime, event: AttributeDict) -> str: + """Record a ERC-20 transfer in our database.""" + # Events are keyed by their transaction hash and log index + # One transaction may contain multiple events + # and each one of those gets their own log index + + # event_name = event.event # "Transfer" + log_index = event.logIndex # Log index within the block + # transaction_index = event.transactionIndex # Transaction index within the block + txhash = event.transactionHash.hex() # Transaction hash + block_number = event.blockNumber + + # Convert ERC-20 Transfer event to our internal format + args = event["args"] + + # transfer = { + # "from": args["from"], + # "to": args.to, + # "value": args.value, + # "timestamp": block_when.isoformat(), + # } + + # Create empty dict as the block that contains all transactions by txhash + if block_number not in self.state["blocks"]: + self.state["blocks"][block_number] = {} + + block = self.state["blocks"][block_number] + if txhash not in block: + # We have not yet recorded any transfers in this transaction + # (One transaction may contain multiple events if executed by a smart contract). + # Create a tx entry that contains all events by a log index + self.state["blocks"][block_number][txhash] = {} + + if event["event"] == 'Sync': + sync = {"reserve0": args["reserve0"], "reserve1": args["reserve1"]} + # Record ERC-20 transfer in our database + self.state["blocks"][block_number][txhash][log_index] = sync + elif event["event"] == "Swap": + swap = {'sender': args['sender'], + 'to': args['to'], + 'amount0In': args['amount0In'], + 'amount1In': args['amount1In'], + 'amount0Out': args['amount0Out'], + 'amount1Out': args['amount1Out'], + } + self.state["blocks"][block_number][txhash][log_index] = swap + + # Return a pointer that allows us to look up this event later if needed + return f"{block_number}-{txhash}-{log_index}" + + +def _retry_web3_call(func, start_block, end_block, retries, delay) -> Tuple[int, list]: + """A custom retry loop to throttle down block range. + + If our JSON-RPC server cannot serve all incoming `eth_getLogs` in a single request, + we retry and throttle down block range for every retry. + + For example, Go Ethereum does not indicate what is an acceptable response size. + It just fails on the server-side with a "context was cancelled" warning. + + :param func: A callable that triggers Ethereum JSON-RPC, as func(start_block, end_block) + :param start_block: The initial start block of the block range + :param end_block: The initial start block of the block range + :param retries: How many times we retry + :param delay: Time to sleep between retries + """ + for i in range(retries): + try: + return end_block, func(start_block, end_block) + except Exception as e: + # Assume this is HTTPConnectionPool(host='localhost', port=8545): Read timed out. (read timeout=10) + # from Go Ethereum. This translates to the error "context was cancelled" on the server side: + # https://github.com/ethereum/go-ethereum/issues/20426 + if i < retries - 1: + # Give some more verbose info than the default middleware + logger.warning( + "Retrying events for block range %d - %d (%d) failed with %s, retrying in %s seconds", + start_block, + end_block, + end_block-start_block, + e, + delay) + # Decrease the `eth_getBlocks` range + end_block = start_block + ((end_block - start_block) // 2) + # Let the JSON-RPC to recover e.g. from restart + time.sleep(delay) + continue + else: + logger.warning("Out of retries") + raise + + +def _fetch_events_for_all_contracts( + web3, + event, + argument_filters: dict, + from_block: int, + to_block: int) -> Iterable: + """Get events using eth_getLogs API. + + This method is detached from any contract instance. + + This is a stateless method, as opposed to createFilter. + It can be safely called against nodes which do not provide `eth_newFilter` API, like Infura. + """ + + if from_block is None: + raise TypeError("Missing mandatory keyword argument to getLogs: fromBlock") + + # Currently no way to poke this using a public Web3.py API. + # This will return raw underlying ABI JSON object for the event + abi = event._get_event_abi() + + # Depending on the Solidity version used to compile + # the contract that uses the ABI, + # it might have Solidity ABI encoding v1 or v2. + # We just assume the default that you set on Web3 object here. + # More information here https://eth-abi.readthedocs.io/en/latest/index.html + codec: ABICodec = web3.codec + + # Here we need to poke a bit into Web3 internals, as this + # functionality is not exposed by default. + # Construct JSON-RPC raw filter presentation based on human readable Python descriptions + # Namely, convert event names to their keccak signatures + # More information here: + # https://github.com/ethereum/web3.py/blob/e176ce0793dafdd0573acc8d4b76425b6eb604ca/web3/_utils/filters.py#L71 + data_filter_set, event_filter_params = construct_event_filter_params( + abi, + codec, + address=argument_filters.get("address"), + argument_filters=argument_filters, + fromBlock=from_block, + toBlock=to_block + ) + + logger.debug("Querying eth_getLogs with the following parameters: %s", event_filter_params) + + # Call JSON-RPC API on your Ethereum node. + # get_logs() returns raw AttributedDict entries + logs = web3.eth.get_logs(event_filter_params) + + # Convert raw binary data to Python proxy objects as described by ABI + all_events = [] + for log in logs: + # Convert raw JSON-RPC log result to human readable event by using ABI data + # More information how processLog works here + # https://github.com/ethereum/web3.py/blob/fbaf1ad11b0c7fac09ba34baff2c256cffe0a148/web3/_utils/events.py#L200 + evt = get_event_data(codec, abi, log) + # Note: This was originally yield, + # but deferring the timeout exception caused the throttle logic not to work + all_events.append(evt) + return all_events diff --git a/src/local_node/process_state_to_df.py b/src/local_node/process_state_to_df.py new file mode 100644 index 0000000..b435e4a --- /dev/null +++ b/src/local_node/process_state_to_df.py @@ -0,0 +1,100 @@ +import time +from logging import error, info +from typing import Callable +from unittest import TestCase + +import pandas as pd +from pandas import DataFrame +from tqdm import tqdm + + +class ProcessStateToDF: + RESERVE_KEYS = {'reserve0', 'reserve1'} + SWAP_KEYS = {'sender', 'to', 'amount0In', 'amount1In', 'amount0Out', 'amount1Out'} + + @staticmethod + def get_progress_callback(blocks: int) -> Callable: + with tqdm(total=blocks, ascii=True) as progress_bar: + def update_callback(current, chunk_size): + progress_bar.set_description(f'Current block: {current}') + progress_bar.update(chunk_size) + return update_callback + + + @classmethod + def process_state(cls, data: dict, test_self: TestCase) -> DataFrame: + swaps = [] + reserve0 = 0 + reserve1 = 0 + start = time.time() + blocks = sorted(data.keys()) + progress_callback = cls.get_progress_callback(len(blocks)) + + for block in sorted(data.keys()): + current_block = block + progress_callback(current_block, 1) + txns_list = [data[block][hash_key] for hash_key in data[block]] + for txn_dict in txns_list: + reserve0, reserve1 = cls.process_txn(block, reserve0, reserve1, swaps, test_self, txn_dict) + duration = time.time() - start + info(f"Scanned blocks in {duration} seconds") + return pd.DataFrame(swaps) + + @classmethod + def process_txn(cls, block, reserve0, reserve1, swaps, test_self, txn_dict): + txns = sorted((txn_key for txn_key in txn_dict), key=int) + while len(txns) > 0: + if len(txns) > 1: + if txn_dict[txns[0]].keys() == cls.RESERVE_KEYS and txn_dict[txns[1]].keys() == cls.SWAP_KEYS: + txn1 = txns.pop(0) + txn2 = txns.pop(0) + reserve0, reserve1 = cls.process_swap( + block, reserve0, reserve1, swaps, txn_dict, txn1, txn2) + elif txn_dict[txns[0]].keys() == cls.RESERVE_KEYS: + reserve0, reserve1 = cls.process_reserve(reserve0, reserve1, txns.pop(0), txn_dict) + else: + msg = f'Unknown txns {txn_dict[txns.pop(0)]}' + error(msg) + test_self.fail(msg) + elif len(txns) == 1: + if txn_dict[txns[0]].keys() == cls.RESERVE_KEYS: + reserve0, reserve1 = cls.process_reserve(reserve0, reserve1, txns.pop(0), txn_dict) + else: + msg = f'Unknown txns {txn_dict[txns.pop(0)]}' + error(msg) + test_self.fail(msg) + return reserve0, reserve1 + + @classmethod + def process_reserve(cls, reserve0, reserve1, txn, txn_dict): + reserve = txn_dict[txn] + reserve0, reserve1 = cls._process_reserves(reserve0, reserve1, reserve) + return reserve0, reserve1 + + @classmethod + def process_swap(cls, block, reserve0, reserve1, swaps, txn_dict, txn1, txn2): + reserve = txn_dict[txn1] + swap = txn_dict[txn2] + swap['block'] = block + swap['reserve0'] = reserve0 + swap['reserve1'] = reserve1 + swaps.append(swap) + reserve0 += swap['amount0In'] - swap['amount0Out'] + reserve1 += swap['amount1In'] - swap['amount1Out'] + reserve0, reserve1 = cls._process_reserves(reserve0, reserve1, reserve) + return reserve0, reserve1 + + @classmethod + def _process_reserves(cls, reserve0, reserve1, entry): + _reserve0 = entry['reserve0'] + _reserve1 = entry['reserve1'] + if _reserve0 > reserve0 and _reserve1 > reserve1: + info(f"Mint {_reserve0-reserve0}, {_reserve1-reserve1}") + elif _reserve0 < reserve0 and _reserve1 < reserve1: + info(f"Burn {reserve0 - _reserve0}, {reserve1 - _reserve1}") + elif _reserve0 != reserve0 or _reserve1 != reserve1: + error(f"Not sure what this is, " + f"\n\treserve0: {reserve0} -> {_reserve0}" + f"\n\treserve1: {reserve1} -> {_reserve1}") + return _reserve0, _reserve1 + diff --git a/src/local_node/scanner_runner.py b/src/local_node/scanner_runner.py new file mode 100644 index 0000000..c0a2fcd --- /dev/null +++ b/src/local_node/scanner_runner.py @@ -0,0 +1,50 @@ +import json +import time +from typing import Union, Type + +from tqdm import tqdm +from web3 import Web3 +from web3.contract import Contract + +from src.local_node.event_scanner import JSONifiedState, EventScanner + + +class ScannerRunner: + @staticmethod + def run_scanner(file_name, first_block, node_url, abi, uni_pair_contract_address): + provider = Web3.HTTPProvider(node_url, request_kwargs={'timeout': 60}) + provider.middlewares.clear() + web3 = Web3(provider) + abi = json.loads(abi) + pair_contact: Union[Type[Contract], Contract] = web3.eth.contract(abi=abi) + state = JSONifiedState(file_name) + state.restore() + scanner = EventScanner( + web3=web3, contract=pair_contact, state=state, events=[pair_contact.events.Sync, pair_contact.events.Swap], + filters={"address": uni_pair_contract_address}, max_chunk_scan_size=10000) + chain_reorg_safety_blocks = 10 + scanner.delete_potentially_forked_block_data(state.get_last_scanned_block() - chain_reorg_safety_blocks) + start_block = max(state.get_last_scanned_block() - chain_reorg_safety_blocks, first_block) + # TODO(WF): add arg to overwrite + end_block = scanner.get_suggested_scan_end_block() + blocks_to_scan = end_block - start_block + print(f"Scanning events from blocks {start_block} - {end_block}") + start = time.time() + with tqdm(total=blocks_to_scan) as progress_bar: + def _update_progress(start, end, current, current_block_timestamp, chunk_size, events_count): + if current_block_timestamp: + formatted_time = current_block_timestamp.strftime("%d-%m-%Y") + else: + formatted_time = "no block time available" + progress_bar.set_description( + f"Current block: {current} ({formatted_time}), blocks in a scan batch: {chunk_size}, events " + f"processed in a batch {events_count}") + progress_bar.update(chunk_size) + + # Run the scan + result, total_chunks_scanned = scanner.scan(start_block, end_block, progress_callback=_update_progress) + state.save() + duration = time.time() - start + print( + f"Scanned total {len(result)} Transfer events, in {duration} seconds, total {total_chunks_scanned} chunk " + f"scans performed") diff --git a/src/uniswap_v2_pair_abi.py b/src/uniswap_v2_pair_abi.py new file mode 100644 index 0000000..ba7af24 --- /dev/null +++ b/src/uniswap_v2_pair_abi.py @@ -0,0 +1,3 @@ +UNISWAP_V2_PAIR_ABI = ''' +[{"inputs":[],"payable":false,"stateMutability":"nonpayable","type":"constructor"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"owner","type":"address"},{"indexed":true,"internalType":"address","name":"spender","type":"address"},{"indexed":false,"internalType":"uint256","name":"value","type":"uint256"}],"name":"Approval","type":"event"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"sender","type":"address"},{"indexed":false,"internalType":"uint256","name":"amount0","type":"uint256"},{"indexed":false,"internalType":"uint256","name":"amount1","type":"uint256"},{"indexed":true,"internalType":"address","name":"to","type":"address"}],"name":"Burn","type":"event"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"sender","type":"address"},{"indexed":false,"internalType":"uint256","name":"amount0","type":"uint256"},{"indexed":false,"internalType":"uint256","name":"amount1","type":"uint256"}],"name":"Mint","type":"event"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"sender","type":"address"},{"indexed":false,"internalType":"uint256","name":"amount0In","type":"uint256"},{"indexed":false,"internalType":"uint256","name":"amount1In","type":"uint256"},{"indexed":false,"internalType":"uint256","name":"amount0Out","type":"uint256"},{"indexed":false,"internalType":"uint256","name":"amount1Out","type":"uint256"},{"indexed":true,"internalType":"address","name":"to","type":"address"}],"name":"Swap","type":"event"},{"anonymous":false,"inputs":[{"indexed":false,"internalType":"uint112","name":"reserve0","type":"uint112"},{"indexed":false,"internalType":"uint112","name":"reserve1","type":"uint112"}],"name":"Sync","type":"event"},{"anonymous":false,"inputs":[{"indexed":true,"internalType":"address","name":"from","type":"address"},{"indexed":true,"internalType":"address","name":"to","type":"address"},{"indexed":false,"internalType":"uint256","name":"value","type":"uint256"}],"name":"Transfer","type":"event"},{"constant":true,"inputs":[],"name":"DOMAIN_SEPARATOR","outputs":[{"internalType":"bytes32","name":"","type":"bytes32"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[],"name":"MINIMUM_LIQUIDITY","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[],"name":"PERMIT_TYPEHASH","outputs":[{"internalType":"bytes32","name":"","type":"bytes32"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[{"internalType":"address","name":"","type":"address"},{"internalType":"address","name":"","type":"address"}],"name":"allowance","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"spender","type":"address"},{"internalType":"uint256","name":"value","type":"uint256"}],"name":"approve","outputs":[{"internalType":"bool","name":"","type":"bool"}],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":true,"inputs":[{"internalType":"address","name":"","type":"address"}],"name":"balanceOf","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"to","type":"address"}],"name":"burn","outputs":[{"internalType":"uint256","name":"amount0","type":"uint256"},{"internalType":"uint256","name":"amount1","type":"uint256"}],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":true,"inputs":[],"name":"decimals","outputs":[{"internalType":"uint8","name":"","type":"uint8"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[],"name":"factory","outputs":[{"internalType":"address","name":"","type":"address"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[],"name":"getReserves","outputs":[{"internalType":"uint112","name":"_reserve0","type":"uint112"},{"internalType":"uint112","name":"_reserve1","type":"uint112"},{"internalType":"uint32","name":"_blockTimestampLast","type":"uint32"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"_token0","type":"address"},{"internalType":"address","name":"_token1","type":"address"}],"name":"initialize","outputs":[],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":true,"inputs":[],"name":"kLast","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"to","type":"address"}],"name":"mint","outputs":[{"internalType":"uint256","name":"liquidity","type":"uint256"}],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":true,"inputs":[],"name":"name","outputs":[{"internalType":"string","name":"","type":"string"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[{"internalType":"address","name":"","type":"address"}],"name":"nonces","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"owner","type":"address"},{"internalType":"address","name":"spender","type":"address"},{"internalType":"uint256","name":"value","type":"uint256"},{"internalType":"uint256","name":"deadline","type":"uint256"},{"internalType":"uint8","name":"v","type":"uint8"},{"internalType":"bytes32","name":"r","type":"bytes32"},{"internalType":"bytes32","name":"s","type":"bytes32"}],"name":"permit","outputs":[],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":true,"inputs":[],"name":"price0CumulativeLast","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[],"name":"price1CumulativeLast","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"to","type":"address"}],"name":"skim","outputs":[],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":false,"inputs":[{"internalType":"uint256","name":"amount0Out","type":"uint256"},{"internalType":"uint256","name":"amount1Out","type":"uint256"},{"internalType":"address","name":"to","type":"address"},{"internalType":"bytes","name":"data","type":"bytes"}],"name":"swap","outputs":[],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":true,"inputs":[],"name":"symbol","outputs":[{"internalType":"string","name":"","type":"string"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[],"name":"sync","outputs":[],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":true,"inputs":[],"name":"token0","outputs":[{"internalType":"address","name":"","type":"address"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[],"name":"token1","outputs":[{"internalType":"address","name":"","type":"address"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":true,"inputs":[],"name":"totalSupply","outputs":[{"internalType":"uint256","name":"","type":"uint256"}],"payable":false,"stateMutability":"view","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"to","type":"address"},{"internalType":"uint256","name":"value","type":"uint256"}],"name":"transfer","outputs":[{"internalType":"bool","name":"","type":"bool"}],"payable":false,"stateMutability":"nonpayable","type":"function"},{"constant":false,"inputs":[{"internalType":"address","name":"from","type":"address"},{"internalType":"address","name":"to","type":"address"},{"internalType":"uint256","name":"value","type":"uint256"}],"name":"transferFrom","outputs":[{"internalType":"bool","name":"","type":"bool"}],"payable":false,"stateMutability":"nonpayable","type":"function"}] +''' diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/test/local_node/__init__.py b/test/local_node/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/test/local_node/test_scanner_with_node.py b/test/local_node/test_scanner_with_node.py new file mode 100644 index 0000000..cfbc6e1 --- /dev/null +++ b/test/local_node/test_scanner_with_node.py @@ -0,0 +1,64 @@ +import logging +import sys +import unittest +from unittest import TestCase + +from eth_typing import Address +from pandas import DataFrame +from web3 import Web3 + +from src.local_node.event_scanner import JSONifiedState +from src.local_node.process_state_to_df import ProcessStateToDF +from src.local_node.scanner_runner import ScannerRunner +from src.uniswap_v2_pair_abi import UNISWAP_V2_PAIR_ABI + +this_log = logging.getLogger(__name__) +this_log.setLevel(logging.INFO) +this_log.addHandler(logging.StreamHandler(sys.stdout)) + + +class TestScannerWithNode(TestCase, ScannerRunner): + ETH_POOL_UNI_V2_CONTRACT_ADDRESS: Address = "0x85Cb0baB616Fe88a89A35080516a8928F38B518b" + ABI = UNISWAP_V2_PAIR_ABI + + def testWeb3Sync(self): + w3 = Web3(Web3.HTTPProvider("http://192.168.50.106:8545", request_kwargs={'timeout': 60})) + self.assertTrue(w3.isConnected()) + + contract = w3.eth.contract(address=self.ETH_POOL_UNI_V2_CONTRACT_ADDRESS, abi=self.ABI) + + print(contract) + event_filter = contract.events.Sync.createFilter(fromBlock=16478475-1000, toBlock=16478475) + # print(dir(event_filter)) + events = event_filter.get_all_entries() + self.assertEqual(len(events), 2) + self.assertEqual(set(events[0].keys()), {'address', 'args', 'blockHash', 'blockNumber', 'event', 'logIndex', + 'transactionHash', 'transactionIndex'}) + self.assertEqual(events[0]["event"], 'Sync') + self.assertEqual(set(events[0]["args"].keys()), {'reserve0', 'reserve1'}) + print(events[0]["args"]) + + event_filter = contract.events.Swap.createFilter(fromBlock=16478475 - 1000, toBlock=16478475) + swaps = event_filter.get_all_entries() + print(len(swaps)) + print(swaps[0]["args"].keys()) + + @unittest.skip("Using as a work space, runs in 12 hours for ETH-POOL pair") + def test_scanner_runner(self): + first_block = 11876000 + node_url = "http://192.168.50.106:8545" + ScannerRunner.run_scanner( + "test-state.json", first_block, node_url, self.ABI, self.ETH_POOL_UNI_V2_CONTRACT_ADDRESS) + + @unittest.skip("Using as a work space") + def testReadJsonState(self): + json_state = JSONifiedState("test-state.json") + json_state.restore() + state = json_state.state + state_df = ProcessStateToDF.process_state(state["blocks"], self) + + self.assertTrue(isinstance(state_df, DataFrame)) + + # store file as needed. + state_df.to_csv("state/0x85Cb0baB616Fe88a89A35080516a8928F38B518b_df.csv") + state_df.to_pickle("state/0x85Cb0baB616Fe88a89A35080516a8928F38B518b_df.pkl") From 743ccccbe4492b5a403660a2b95d42fb820681ac Mon Sep 17 00:00:00 2001 From: Will Fey Date: Fri, 27 Jan 2023 15:55:23 -0700 Subject: [PATCH 2/3] Adjusted inaccuracy with reserves & added volume weighted price charts Reserves were getting used from the state prior to the last swap instead of using the state before the next swap in notebook charts. This has been corrected. Added some charts of what a trade volume price per block would look like in comparison to a reserve based price. --- data-analysis.ipynb | 617 +++++++++++++++++++++++++++++--------------- 1 file changed, 402 insertions(+), 215 deletions(-) diff --git a/data-analysis.ipynb b/data-analysis.ipynb index 97b7b13..e261f62 100644 --- a/data-analysis.ipynb +++ b/data-analysis.ipynb @@ -139,11 +139,14 @@ } ], "source": [ + "%matplotlib inline\n", "import pickle\n", "from pandas import DataFrame\n", "import pandas as pd\n", "import numpy as np\n", "import math\n", + "import matplotlib.pyplot as plt\n", + "\n", "\n", "state_df = pickle.load(open(\"test/local_node/state/0x85Cb0baB616Fe88a89A35080516a8928F38B518b_df.pkl\", \"rb\"))\n", "state_df.head()" @@ -154,7 +157,10 @@ "id": "7cdf6328", "metadata": {}, "source": [ - "# Transform to a per block index" + "# Transform Swap Index to a per Block Index\n", + "\n", + "Our data was collected by scanning for swaps. In\n", + "order to properly introduce the idea of how long a price existed at a given time and be able to shift by block, we can index our data per block. " ] }, { @@ -162,6 +168,25 @@ "execution_count": 2, "id": "8bad86cd", "metadata": {}, + "outputs": [], + "source": [ + "block_df = (state_df[['block', 'amount0In', 'amount1In', 'amount0Out', 'amount1Out', 'reserve0', 'reserve1']]).groupby(\n", + " state_df.block, as_index=False).agg({\n", + " 'block': 'first', 'amount0In': sum, 'amount1In': sum, 'amount0Out': sum, 'amount1Out': sum, 'reserve0': 'first', 'reserve1': 'first'\n", + " })\n", + "block_df.block = block_df.block.astype(int)\n", + "\n", + "block_df = block_df.set_index('block').reindex(np.arange(block_df.block.min(), block_df.block.max() + 1)).reset_index()\n", + "block_df.reserve0 = block_df.reserve0.fillna(method='bfill')\n", + "block_df.reserve1 = block_df.reserve1.fillna(method='bfill')\n", + "block_df = block_df.fillna(value=0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e205001a", + "metadata": {}, "outputs": [ { "data": { @@ -201,8 +226,8 @@ " 1000000000000000000\n", " 17216867992651970607\n", " 29238993545300586\n", - " 8634337007348029393\n", - " 1500000000000000000\n", + " 25851205000000000000\n", + " 500000000000000000\n", " \n", " \n", " 1\n", @@ -211,8 +236,8 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", + " 13596682010212464215\n", + " 2270761006454699413\n", " \n", " \n", " 2\n", @@ -221,8 +246,8 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", + " 13596682010212464215\n", + " 2270761006454699413\n", " \n", " \n", " 3\n", @@ -231,8 +256,8 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", + " 13596682010212464215\n", + " 2270761006454699413\n", " \n", " \n", " 4\n", @@ -241,8 +266,8 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", + " 13596682010212464215\n", + " 2270761006454699413\n", " \n", " \n", "\n", @@ -256,31 +281,21 @@ "3 11876003 0 0 0 \n", "4 11876004 0 0 0 \n", "\n", - " amount1Out reserve0 reserve1 \n", - "0 29238993545300586 8634337007348029393 1500000000000000000 \n", - "1 0 8634337007348029393 1500000000000000000 \n", - "2 0 8634337007348029393 1500000000000000000 \n", - "3 0 8634337007348029393 1500000000000000000 \n", - "4 0 8634337007348029393 1500000000000000000 " + " amount1Out reserve0 reserve1 \n", + "0 29238993545300586 25851205000000000000 500000000000000000 \n", + "1 0 13596682010212464215 2270761006454699413 \n", + "2 0 13596682010212464215 2270761006454699413 \n", + "3 0 13596682010212464215 2270761006454699413 \n", + "4 0 13596682010212464215 2270761006454699413 " ] }, - "execution_count": 2, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "block_df = (state_df[['block', 'amount0In', 'amount1In', 'amount0Out', 'amount1Out', 'reserve0', 'reserve1']]).groupby(\n", - " state_df.block, as_index=False).agg({\n", - " 'block': 'first', 'amount0In': sum, 'amount1In': sum, 'amount0Out': sum, 'amount1Out': sum, 'reserve0': 'last', 'reserve1': 'last'\n", - " })\n", - "block_df.block = block_df.block.astype(int)\n", - "\n", - "block_df = block_df.set_index('block').reindex(np.arange(block_df.block.min(), block_df.block.max() + 1)).reset_index()\n", - "block_df.reserve0 = block_df.reserve0.fillna(method='ffill')\n", - "block_df.reserve1 = block_df.reserve1.fillna(method='ffill')\n", - "block_df = block_df.fillna(value=0)\n", - "block_df.head()\n" + "block_df.head()" ] }, { @@ -295,9 +310,55 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "6153bcec", "metadata": {}, + "outputs": [], + "source": [ + "tick_log = math.log(1.0001)\n", + "\n", + "\n", + "# additive TWAP\n", + "oracle_df = block_df\n", + "oracle_df[\"cumsum_x_per_y\"] = (block_df['reserve0'] / block_df['reserve1']).cumsum()\n", + "oracle_df[\"cumsum_y_per_x\"] = (block_df['reserve1'] / block_df['reserve0']).cumsum()\n", + "\n", + "\n", + "oracle_df[\"twap_30_x_per_y\"] = (oracle_df[\"cumsum_x_per_y\"] - oracle_df[\"cumsum_x_per_y\"].shift(periods=150)) / 150\n", + "oracle_df[\"twap_30_y_per_x\"] = (oracle_df[\"cumsum_y_per_x\"] - oracle_df[\"cumsum_y_per_x\"].shift(periods=150)) / 150\n", + "oracle_df[\"twap_60_x_per_y\"] = (oracle_df[\"cumsum_x_per_y\"] - oracle_df[\"cumsum_x_per_y\"].shift(periods=300)) / 300\n", + "oracle_df[\"twap_60_y_per_x\"] = (oracle_df[\"cumsum_y_per_x\"] - oracle_df[\"cumsum_y_per_x\"].shift(periods=300)) / 300\n", + "\n", + "# Geometric TWAP\n", + "oracle_df[\"tick_sum_x_per_y\"] = (np.log((block_df['reserve0'] / block_df['reserve1']).astype(float)) /\n", + " tick_log).cumsum()\n", + "\n", + "oracle_df[\"geom_twap_30_x_per_y\"] = np.power(\n", + " 1.0001, (oracle_df[\"tick_sum_x_per_y\"] - oracle_df[\"tick_sum_x_per_y\"].shift(150)) / 150\n", + ")\n", + "oracle_df[\"geom_twap_60_x_per_y\"] = np.power(\n", + " 1.0001, (oracle_df[\"tick_sum_x_per_y\"] - oracle_df[\"tick_sum_x_per_y\"].shift(300)) / 300\n", + ")\n", + "\n", + "\n", + "# VWAP\n", + "oracle_df[\"cumsum_x_in\"] = block_df[\"amount0In\"].cumsum()\n", + "oracle_df[\"cumsum_y_out\"] = block_df[\"amount1Out\"].cumsum()\n", + "oracle_df[\"cumsum_y_in\"] = block_df[\"amount1In\"].cumsum()\n", + "oracle_df[\"cumsum_x_out\"] = block_df[\"amount0Out\"].cumsum()\n", + "\n", + "oracle_df[\"vwap_30_x_per_y\"] = (\n", + " oracle_df[\"cumsum_x_in\"] + oracle_df[\"cumsum_x_out\"] -\n", + " (oracle_df[\"cumsum_x_in\"] + oracle_df[\"cumsum_x_out\"]).shift(150)).divide(\n", + " (oracle_df[\"cumsum_y_in\"] + oracle_df[\"cumsum_y_out\"] -\n", + " (oracle_df[\"cumsum_y_in\"] + oracle_df[\"cumsum_y_out\"]).shift(150)).replace({ 0 : np.nan }))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "edb78604", + "metadata": {}, "outputs": [ { "data": { @@ -351,15 +412,15 @@ " 1000000000000000000\n", " 17216867992651970607\n", " 29238993545300586\n", - " 8634337007348029393\n", - " 1500000000000000000\n", - " 5.756225\n", - " 0.173725\n", + " 25851205000000000000\n", + " 500000000000000000\n", + " 51.70241\n", + " 0.019341\n", " NaN\n", " ...\n", " NaN\n", " NaN\n", - " 17503.693335\n", + " 39457.016674\n", " NaN\n", " NaN\n", " 172168679926519706\n", @@ -375,15 +436,15 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", - " 11.512449\n", - " 0.34745\n", + " 13596682010212464215\n", + " 2270761006454699413\n", + " 57.69013\n", + " 0.18635\n", " NaN\n", " ...\n", " NaN\n", " NaN\n", - " 35007.386670\n", + " 57355.019242\n", " NaN\n", " NaN\n", " 172168679926519706\n", @@ -399,15 +460,15 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", - " 17.268674\n", - " 0.521175\n", + " 13596682010212464215\n", + " 2270761006454699413\n", + " 63.677851\n", + " 0.353358\n", " NaN\n", " ...\n", " NaN\n", " NaN\n", - " 52511.080004\n", + " 75253.021809\n", " NaN\n", " NaN\n", " 172168679926519706\n", @@ -423,15 +484,15 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", - " 23.024899\n", - " 0.6949\n", + " 13596682010212464215\n", + " 2270761006454699413\n", + " 69.665571\n", + " 0.520367\n", " NaN\n", " ...\n", " NaN\n", " NaN\n", - " 70014.773339\n", + " 93151.024377\n", " NaN\n", " NaN\n", " 172168679926519706\n", @@ -447,15 +508,15 @@ " 0\n", " 0\n", " 0\n", - " 8634337007348029393\n", - " 1500000000000000000\n", - " 28.781123\n", - " 0.868625\n", + " 13596682010212464215\n", + " 2270761006454699413\n", + " 75.653292\n", + " 0.687375\n", " NaN\n", " ...\n", " NaN\n", " NaN\n", - " 87518.466674\n", + " 111049.026944\n", " NaN\n", " NaN\n", " 172168679926519706\n", @@ -477,89 +538,52 @@ "3 11876003 0 0 0 \n", "4 11876004 0 0 0 \n", "\n", - " amount1Out reserve0 reserve1 cumsum_x_per_y \\\n", - "0 29238993545300586 8634337007348029393 1500000000000000000 5.756225 \n", - "1 0 8634337007348029393 1500000000000000000 11.512449 \n", - "2 0 8634337007348029393 1500000000000000000 17.268674 \n", - "3 0 8634337007348029393 1500000000000000000 23.024899 \n", - "4 0 8634337007348029393 1500000000000000000 28.781123 \n", + " amount1Out reserve0 reserve1 \\\n", + "0 29238993545300586 25851205000000000000 500000000000000000 \n", + "1 0 13596682010212464215 2270761006454699413 \n", + "2 0 13596682010212464215 2270761006454699413 \n", + "3 0 13596682010212464215 2270761006454699413 \n", + "4 0 13596682010212464215 2270761006454699413 \n", "\n", - " cumsum_y_per_x twap_30_x_per_y ... twap_60_x_per_y twap_60_y_per_x \\\n", - "0 0.173725 NaN ... NaN NaN \n", - "1 0.34745 NaN ... NaN NaN \n", - "2 0.521175 NaN ... NaN NaN \n", - "3 0.6949 NaN ... NaN NaN \n", - "4 0.868625 NaN ... NaN NaN \n", + " cumsum_x_per_y cumsum_y_per_x twap_30_x_per_y ... twap_60_x_per_y \\\n", + "0 51.70241 0.019341 NaN ... NaN \n", + "1 57.69013 0.18635 NaN ... NaN \n", + "2 63.677851 0.353358 NaN ... NaN \n", + "3 69.665571 0.520367 NaN ... NaN \n", + "4 75.653292 0.687375 NaN ... NaN \n", "\n", - " tick_sum_x_per_y geom_twap_30_x_per_y geom_twap_60_x_per_y \\\n", - "0 17503.693335 NaN NaN \n", - "1 35007.386670 NaN NaN \n", - "2 52511.080004 NaN NaN \n", - "3 70014.773339 NaN NaN \n", - "4 87518.466674 NaN NaN \n", + " twap_60_y_per_x tick_sum_x_per_y geom_twap_30_x_per_y \\\n", + "0 NaN 39457.016674 NaN \n", + "1 NaN 57355.019242 NaN \n", + "2 NaN 75253.021809 NaN \n", + "3 NaN 93151.024377 NaN \n", + "4 NaN 111049.026944 NaN \n", "\n", - " cumsum_x_in cumsum_y_out cumsum_y_in \\\n", - "0 172168679926519706 29238993545300586 1000000000000000000 \n", - "1 172168679926519706 29238993545300586 1000000000000000000 \n", - "2 172168679926519706 29238993545300586 1000000000000000000 \n", - "3 172168679926519706 29238993545300586 1000000000000000000 \n", - "4 172168679926519706 29238993545300586 1000000000000000000 \n", + " geom_twap_60_x_per_y cumsum_x_in cumsum_y_out \\\n", + "0 NaN 172168679926519706 29238993545300586 \n", + "1 NaN 172168679926519706 29238993545300586 \n", + "2 NaN 172168679926519706 29238993545300586 \n", + "3 NaN 172168679926519706 29238993545300586 \n", + "4 NaN 172168679926519706 29238993545300586 \n", "\n", - " cumsum_x_out vwap_30_x_per_y \n", - "0 17216867992651970607 NaN \n", - "1 17216867992651970607 NaN \n", - "2 17216867992651970607 NaN \n", - "3 17216867992651970607 NaN \n", - "4 17216867992651970607 NaN \n", + " cumsum_y_in cumsum_x_out vwap_30_x_per_y \n", + "0 1000000000000000000 17216867992651970607 NaN \n", + "1 1000000000000000000 17216867992651970607 NaN \n", + "2 1000000000000000000 17216867992651970607 NaN \n", + "3 1000000000000000000 17216867992651970607 NaN \n", + "4 1000000000000000000 17216867992651970607 NaN \n", "\n", "[5 rows x 21 columns]" ] }, - "execution_count": 3, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "tick_log = math.log(1.0001)\n", - "\n", - "\n", - "# additive TWAP\n", - "oracle_df = block_df\n", - "oracle_df[\"cumsum_x_per_y\"] = (block_df['reserve0'] / block_df['reserve1']).cumsum()\n", - "oracle_df[\"cumsum_y_per_x\"] = (block_df['reserve1'] / block_df['reserve0']).cumsum()\n", - "\n", - "\n", - "oracle_df[\"twap_30_x_per_y\"] = (oracle_df[\"cumsum_x_per_y\"] - oracle_df[\"cumsum_x_per_y\"].shift(periods=150)) / 150\n", - "oracle_df[\"twap_30_y_per_x\"] = (oracle_df[\"cumsum_y_per_x\"] - oracle_df[\"cumsum_y_per_x\"].shift(periods=150)) / 150\n", - "oracle_df[\"twap_60_x_per_y\"] = (oracle_df[\"cumsum_x_per_y\"] - oracle_df[\"cumsum_x_per_y\"].shift(periods=300)) / 300\n", - "oracle_df[\"twap_60_y_per_x\"] = (oracle_df[\"cumsum_y_per_x\"] - oracle_df[\"cumsum_y_per_x\"].shift(periods=300)) / 300\n", - "\n", - "# Geometric TWAP\n", - "oracle_df[\"tick_sum_x_per_y\"] = (np.log((block_df['reserve0'] / block_df['reserve1']).astype(float)) /\n", - " tick_log).cumsum()\n", - "\n", - "oracle_df[\"geom_twap_30_x_per_y\"] = np.power(\n", - " 1.0001, (oracle_df[\"tick_sum_x_per_y\"] - oracle_df[\"tick_sum_x_per_y\"].shift(150)) / 150\n", - ")\n", - "oracle_df[\"geom_twap_60_x_per_y\"] = np.power(\n", - " 1.0001, (oracle_df[\"tick_sum_x_per_y\"] - oracle_df[\"tick_sum_x_per_y\"].shift(300)) / 300\n", - ")\n", - "\n", - "\n", - "# # VWAP\n", - "oracle_df[\"cumsum_x_in\"] = block_df[\"amount0In\"].cumsum()\n", - "oracle_df[\"cumsum_y_out\"] = block_df[\"amount1Out\"].cumsum()\n", - "oracle_df[\"cumsum_y_in\"] = block_df[\"amount1In\"].cumsum()\n", - "oracle_df[\"cumsum_x_out\"] = block_df[\"amount0Out\"].cumsum()\n", "\n", - "oracle_df[\"vwap_30_x_per_y\"] = (\n", - " oracle_df[\"cumsum_x_in\"] + oracle_df[\"cumsum_x_out\"] -\n", - " (oracle_df[\"cumsum_x_in\"] + oracle_df[\"cumsum_x_out\"]).shift(150)).divide(\n", - " (oracle_df[\"cumsum_y_in\"] + oracle_df[\"cumsum_y_out\"] -\n", - " (oracle_df[\"cumsum_y_in\"] + oracle_df[\"cumsum_y_out\"]).shift(150)).replace({ 0 : np.nan }))\n", - "\n", - "oracle_df.head()\n" + "oracle_df.head()" ] }, { @@ -572,7 +596,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "ac3331ab", "metadata": {}, "outputs": [ @@ -607,119 +631,68 @@ " \n", " 150\n", " 11876150\n", - " 89.092638\n", - " 48.065748\n", + " 93.923124\n", + " 53.856382\n", " 107.187049\n", " \n", " \n", " 151\n", " 11876151\n", - " 90.490603\n", - " 49.240650\n", + " 95.220463\n", + " 55.132050\n", " 107.187049\n", " \n", " \n", " 152\n", " 11876152\n", - " 91.888569\n", - " 50.444272\n", + " 96.517802\n", + " 56.437933\n", " 107.187049\n", " \n", " \n", " 153\n", " 11876153\n", - " 93.286535\n", - " 51.677313\n", + " 97.815142\n", + " 57.774749\n", " 107.187049\n", " \n", " \n", " 154\n", " 11876154\n", - " 94.684501\n", - " 52.940495\n", + " 99.112481\n", + " 59.143229\n", " 107.187049\n", " \n", - " \n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " \n", - " \n", - " 4603584\n", - " 16479584\n", - " 1611.792365\n", - " 1611.792362\n", - " NaN\n", - " \n", - " \n", - " 4603585\n", - " 16479585\n", - " 1611.792365\n", - " 1611.792362\n", - " NaN\n", - " \n", - " \n", - " 4603586\n", - " 16479586\n", - " 1611.792365\n", - " 1611.792362\n", - " NaN\n", - " \n", - " \n", - " 4603587\n", - " 16479587\n", - " 1611.792365\n", - " 1611.792362\n", - " NaN\n", - " \n", - " \n", - " 4603588\n", - " 16479588\n", - " 1611.900495\n", - " 1611.899955\n", - " 1645.834231\n", - " \n", " \n", "\n", - "

4603439 rows × 4 columns

\n", "" ], "text/plain": [ - " block twap_30_x_per_y geom_twap_30_x_per_y vwap_30_x_per_y\n", - "150 11876150 89.092638 48.065748 107.187049\n", - "151 11876151 90.490603 49.240650 107.187049\n", - "152 11876152 91.888569 50.444272 107.187049\n", - "153 11876153 93.286535 51.677313 107.187049\n", - "154 11876154 94.684501 52.940495 107.187049\n", - "... ... ... ... ...\n", - "4603584 16479584 1611.792365 1611.792362 NaN\n", - "4603585 16479585 1611.792365 1611.792362 NaN\n", - "4603586 16479586 1611.792365 1611.792362 NaN\n", - "4603587 16479587 1611.792365 1611.792362 NaN\n", - "4603588 16479588 1611.900495 1611.899955 1645.834231\n", - "\n", - "[4603439 rows x 4 columns]" + " block twap_30_x_per_y geom_twap_30_x_per_y vwap_30_x_per_y\n", + "150 11876150 93.923124 53.856382 107.187049\n", + "151 11876151 95.220463 55.132050 107.187049\n", + "152 11876152 96.517802 56.437933 107.187049\n", + "153 11876153 97.815142 57.774749 107.187049\n", + "154 11876154 99.112481 59.143229 107.187049" ] }, - "execution_count": 4, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "oracle_df.iloc[150:][['block', 'twap_30_x_per_y', 'geom_twap_30_x_per_y', 'vwap_30_x_per_y']]" + "average_price_df = oracle_df.iloc[150:][['block', 'twap_30_x_per_y', 'geom_twap_30_x_per_y', 'vwap_30_x_per_y']]\n", + "average_price_df.head()" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "id": "6ee302fa", "metadata": {}, "outputs": [], "source": [ - "average_price_df = oracle_df.iloc[150:][['block', 'twap_30_x_per_y', 'geom_twap_30_x_per_y', 'vwap_30_x_per_y']]\n", "average_price_df[\"current_price\"] = (oracle_df['reserve0'] / oracle_df['reserve1'])\n", "average_price_df[\"shifted_price\"] = (oracle_df['reserve0'] / oracle_df['reserve1']).shift(periods=75)\n", "average_price_df = average_price_df.set_index('block')" @@ -727,7 +700,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "id": "2ec711b9", "metadata": {}, "outputs": [ @@ -737,13 +710,13 @@ "" ] }, - "execution_count": 6, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -758,8 +731,8 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "628b9043", + "execution_count": 9, + "id": "ff41527d", "metadata": {}, "outputs": [ { @@ -768,13 +741,13 @@ "" ] }, - "execution_count": 7, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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M5MUXX6RKlSp4eHjQtm1boqKi8p3jp59+omHDhri4uBAeHs6HH36Y73h4eDhvv/02gwYNwtPTk7CwMJYtW8aFCxe477778PT0pEmTJmzbtq3IeKOionjsscdITExEo9Gg0WiYMGECM2bMoFGjRpZ2S5cuRaPR8Nlnn1ke69KlC+PHjwfg6NGj3HfffQQFBeHp6Unr1q35888/r4t74sSJ9O3bFw8PD6pUqcLMmTOLfW8ff/xxOnbsSHh4OC1atODtt9/m9OnTnDhxAoA//viDAwcO8O2339KsWTN69uzJxIkTmTlzZpGJgFKKLl260L17d0v1Mz4+nqpVqxYrAYqKikKj0bB8+XKaNGmCq6sr7dq1Y9++ffna/fvvv9x+++24ubkRGhrKM888Q+pVP69592jQoEEYDAYef/zxG173jjvuYPTo0fkeu3DhAs7OzqxZs6bIuEvMthtklx/F3Y5bCFG4g81bqAN166nM06eL/5zGTdSBuvVU1tmzpRhZ6UtPT1cHDhxQ6enpVx7MTFHqDUPZf2SmWBX78OHDVVhYmPrzzz/V3r171f3336+8vLzUs88+aznevn179c8//6gjR46oDz74QLm4uKhDhw4ppZTatm2b0mq16q233lLR0dFqzpw5ys3NTc2ZM8dyjbCwMOXn56c+++wzdejQIfXkk08qg8GgevTooRYvXqyio6NV7969Vf369ZXJZLphvJmZmWrq1KnKYDComJgYFRMTo5KTk9WePXuURqNRcXFxSimlxowZoypVqqQeffRRpZRSWVlZyt3dXa1evVoppdSuXbvUZ599pvbu3asOHTqkxo8fr1xdXdXJkyfzxe3l5aUmT56soqOj1fTp05VOp1N//PGHVfdYKaVSUlLUmDFjVPXq1VVmZqZSSqnXXntNNW3aNF+7Y8eOKUDt2LGjyHOeOXNG+fr6qqlTpyqllHr44YdVmzZtVHZ2dpHP/fvvvxWg6tevr/744w+1Z88edffdd6vw8HCVlZWllFLqyJEjysPDQ3388cfq0KFDav369ap58+ZqyJAhlvOEhYUpg8GgpkyZoo4cOaKOHDlyw+suWLBA+fr6qoyMDMtjH330kQoPDy/0/77An69cxX3/lgRGCFGog02bmZORM2eK/Zzo9h3Ugbr1VPp//5ViZKXPUROYpKQkpdfr1Q8//GB5LCEhQbm7u6tnn31WnTx5Uul0OnX2mgTzzjvvVK+88opSSql+/fqprl275js+duxY1aBBA8vXYWFhasCAAZavY2JiFKBee+01y2MbN25UgIqJiSky7jlz5ihvb+98j5lMJuXv7295Lc2aNVOTJ09WwcHBSiml/v33X6XX61Vqamqh523YsKH65JNP8sXdo0ePfG0effRR1bNnzyJjzDNz5kzl4eGhAFW3bt18b/AjRoxQ3bp1y9c+NTVVAWrFihXFOv/ixYuVq6urevnll5WHh4clsSxKXgKzaNEiy2OXLl1Sbm5u6vvvv1dKKTVs2DD1+OOP53veunXrlFartXyvh4WFqd69exfrmkqZf1Z8fX0t11BKqSZNmqgJEybc8Dk3m8DIXkhCiMJZ2YUE5rVgjJcuVcy1YPTu8L9z9rluMR07dozs7GzatGljeczb25u6desCsHfvXoxGI3Xq1Mn3vMzMTPxzdxM/ePAg9913X77jHTp0YOrUqRiNRnS5Cxs2adLEcjwoKAiAxo0bX/dYXFwcwcHBxX4NeTQaDR07diQqKoouXbpw4MABnnrqKd5//33+++8/1q5dS+vWrXF3N9+flJQUJkyYwPLly4mJiSEnJ4f09HROncq/O3pERMR1X0+dOrXYcfXv35+uXbsSExPDlClTeOSRR1i/fj2urq5Wv8aCPPzwwyxZsoR3332XWbNmUbt2bauef/Xr8/Pzo27duhw8eBCA3bt3s2fPHhYsWGBpo5TCZDJx/Phx6tevD5g3zCwuV1dXBg4cyOzZs3nkkUfYsWMH+/btY9myZVbFbS1JYIQQhVIlSGC0hry1YCrgarwaDTh72DuKm5KSkoJOp2P79u2WRCSPp6enVefS6/WWzzUaTaGPmW5iQHdkZCRffPEF69ato3nz5hgMBktSs3btWjp16mRp++KLL7J69WqmTJlCrVq1cHNz46GHHrL5IFRvb2+8vb2pXbs27dq1w9fXlyVLltC3b1+Cg4PZsmVLvvbnz58HKHYSl5aWZvn/OXz4sE1jT0lJ4YknnuCZZ5657li1atUsn3t4WPd9Pnz4cJo1a8aZM2eYM2cOd9xxR6lvXimDeIUQhct749EUbxYSgC73TVD2Q7KPGjVqoNfr2bp1q+WxxMREDh06BEDz5s0xGo3ExcVRq1atfB95b7D169dn/fr1+c67fv166tSpc13SYyvOzs6WmTxX69SpEwcOHOCHH34gMjISMCc1f/75J+vXr7c8lhfjkCFDuP/++2ncuDHBwcGWwbVX27Rp03Vf51UerKXMQzHIzMwEzNWPvXv3EhcXZ2mzevVqDAYDDRo0KNY5X3jhBbRaLb///jvTp0/nr7/+siqmq1/f5cuXOXTokOX1tWjRggMHDlz3f1+rVi2cnZ2tus7VGjduTKtWrfjyyy9ZuHAhQ4cOLfG5iksSGCFE4SzTqKUC4yi8vLwYPHgwY8eO5e+//2b//v0MGzYMrVaLRqOhTp069O/fn0GDBvHzzz9z/PhxtmzZwuTJk1m+fDlgfgNds2YNEydO5NChQ8ybN48ZM2bw4osvllrc4eHhpKSksGbNGi5evEhaWhpg7qby9fVl4cKF+RKYpUuXkpmZSYcOHSznqF27Nj///DO7du1i9+7d9OvXr8Dqz/r163n//fc5dOgQM2fO5IcffuDZZ58tMsZjx44xefJktm/fzqlTp9iwYQMPP/wwbm5u3HXXXQB069aNBg0aMHDgQHbv3s2qVasYP348o0aNwsXFpchrLF++nNmzZ7NgwQK6du3K2LFjGTx4MJcvXy7ObQTgrbfeYs2aNezbt48hQ4ZQqVIlevfuDcC4cePYsGEDo0ePZteuXRw+fJhffvnlullEJTF8+HDeffddlFLcf//9N32+IhV7lI6DkUG8Qtwck8mkDtStpw7UraeyL10q9vPOjR+vDtStpy58+mkpRlf6bjTIsLxLSkpS/fr1U+7u7io4OFh99NFHqk2bNurll19WSpln77z++usqPDxc6fV6FRISou6//361Z88eyzl+/PFH1aBBA6XX61W1atXUBx98kO8aYWFh6uOPP873GKCWLFli+fr48eMKUDt37ixW3CNHjlT+/v4KUG+88Ybl8fvuu085OTmp5ORkpZRSRqNR+fr6qnbt2uV7/vHjx1Xnzp2Vm5ubCg0NVTNmzFCdOnWyzL7Ki/vNN99UDz/8sOX+TJs2rVjxnT17VvXs2VMFBgYqvV6vqlatqvr166f+u2bA+okTJ1TPnj2Vm5ubqlSpknrhhReKNYsoLi5OBQUFqUmTJlkey8rKUi1btlSPPPJIkc/PG8T766+/qoYNGypnZ2fVpk0btXv37nzttmzZorp27ao8PT2Vh4eHatKkiXrnnXcsxwv6vy2O5ORk5e7urp566qki29piEK9GKSsXGHAQSUlJeHt7k5iYiCH3L0IhRPEpo5H/GprX4KizaSO6Yq6Sev79D4ifPRu/oUMJemlsKUZYujIyMjh+/DjVq1e32eBMe0lNTaVKlSp8+OGHDBs2zN7h2FV4eDhjxoyxrIlTkURFRdG5c2cuX75sl1WNT5w4Qc2aNdm6dSstWrS4Ydsb/XwV9/1bBvEKIQp2dendqllIMgbG3nbu3Ml///1HmzZtSExM5K233gK4bmaRELaQnZ3NpUuXGD9+PO3atSsyebEVGQMjhChQvuKsNWNg8nakTpL9kOxpypQpNG3alC5dupCamsq6deuoVKmS3eLp2bMnnp6eBX5MmjTJbnFdbcGCBYXG2LBhQ5tco2HDhoVe4+qpzQUZOXJkoc8dOXKkTeIryKRJkwq9bs+ePVm/fj0hISFs3bo13yrJpU26kIQQBTJlZBDdrDkAdbdvQ1vMaZWJv/zCuXEv49G+PdVmf12aIZaqitSFVB6cPXuW9PT0Ao/5+fnh5+dXxhFdLzk52TLl+Vp6vd4m04JPnjxJdnZ2gceCgoLwytuOowBxcXEkFbK+ksFgIDAw8KbjK0h8fDzx8fEFHnNzc6NKlSpWn1O6kIQQpaeEXUh5FZj0/fs5/dQoy+NOlSoR+NJL6Dwdex0VUTIleZMra15eXjdMIGzhZpKgwMDAUktSbqS8JJjXkgRGCFEgZSpZF5K+qvmNypSYSMo161d4RLTD0LOnTeITQtzaJIERQhRMXanAaKxYyM61Th2qzZlN1pkzlscuL1hI5n//VcwdqoUQdiEJjBCiYCXsQgLwiIjg6o6i1PUbzAlMRqZtYhNC3PKs+q00a9YsmjRpgsFgwGAwEBERwe+//w6YB/k8/fTT1K1bFzc3N6pVq8YzzzxDYmJivnOcOnWKXr164e7uTmBgIGPHjiUnJydfm6ioKFq0aIGLiwu1atVi7ty5N/cqhRBWUzeRwFxL62JeolxlSgIjhLANqyowVatW5d1336V27doopZg3bx733XcfO3fuRCnFuXPnmDJlCg0aNODkyZOMHDmSc+fO8eOPPwJgNBrp1asXwcHBbNiwgZiYGAYNGoRer7dMozt+/Di9evVi5MiRLFiwgDVr1jB8+HBCQkLo3r277e+AEKJgV09QtKILqSAaF/MsA1Nmxk2dRwghLKxeK/gavr6+6quvvirw2OLFi5Wzs7NlCeUVK1YorVarYmNjLW1mzZqlDAaDyszMVEop9dJLL6mGDRvmO8+jjz6qunfvblVcspWAEDcn+8IF81YC9erf9Lli3nlHHahbT53/8CMbRFY2HHkrASHKO1tsJVDiurDRaGTRokWkpqYSERFRYJu8OdxOTuZCz8aNG2ncuDFBQUGWNt27dycpKYn9+/db2nTp0iXfebp3787GjRtvGE9mZiZJSUn5PoQQJaeMuV1IN9l9BKDN3cROupDEtX7++WdatWqFj48PHh4eNGvWjG+++SZfG6UUr7/+OiEhIbi5udGlSxcOHz5sp4hFeWH1b6a9e/fi6emJi4sLI0eOZMmSJQVuEX7x4kUmTpzI448/bnksNjY2X/ICWL6OjY29YZukpKRCF0ECmDx5Mt7e3paP0NBQa1+aEOJqynYJjHQhicL4+fnx6quvsnHjRvbs2cNjjz3GY489xqpVqyxt3n//faZPn85nn33G5s2b8fDwoHv37mRkOOb3U1ZWlr1DqBCs/s1Ut25ddu3axebNm3nyyScZPHgwBw4cyNcmKSmJXr160aBBAyZMmGCrWG/olVdeITEx0fJx+vTpMrmuEBVW7iBea6ZQF0brmluBcfBZSEop0rLTyvxDWbFg+hdffEHlypUxXT0IG/M+SI899hg6nY5t27YBYDKZ8PPzo127dpZ23377bb4/AMeNG0edOnVwd3enRo0avPbaa/lWkp0wYQLNmjXj888/JzQ0FHd3dx555JHrJnAUJjIykvvvv5/69etTs2ZNnn32WZo0acK///5ruedTp05l/Pjx3HfffTRp0oT58+dz7tw5li5dWuT558+fj6enZ76KzVNPPUW9evVIS0sr8vnh4eFMnDiRvn374uHhQZUqVZg5c2a+NgkJCQwfPpyAgAAMBgN33HEHu3fvvu4effXVV8Va2Xn+/Pn4+/uTeU3Fsnfv3gwcOLDImG8VVk+jdnZ2platWgC0bNmSrVu3Mm3aND7//HPAvBRzjx498PLyYsmSJej1estzg4OD2bJlS77z5S3bHBwcbPn32qWcz58/j8FgwM3NrdC4XFxccMktUwshbp5lITud7qbPpXHOTWCyHDuBSc9Jp+3CtmV+3c39NuOudy9W24cffpinn36av//+mzvvvBMwzxJduXIlK1asYM+ePURFRdGqVSv27t2LRqNh586dpKSk4Onpydq1a+nUqZPlfF5eXsydO5fKlSuzd+9eRowYgZeXFy+99JKlzZEjR1i8eDG//vorSUlJDBs2jKeeeqrIvX2upZTir7/+Ijo6mvfeew8wT+yIjY3NN7TA29ubtm3bsnHjRvr06XPDcw4aNIjffvuN/v37s2HDBlatWsVXX33Fxo0bcXcv3j394IMP+N///sebb77JqlWrePbZZ6lTpw5du3YFzPfczc2N33//HW9vbz7//HPuvPNODh06ZFnB9siRI/z000/8/PPP6Ir4mXr44Yd55plnWLZsGQ8//DBg3kZg+fLl/PHHH8WK+VZw07Vhk8lkyRKTkpLo1q0bzs7OLFu27LosMyIigr179xIXF2d5bPXq1RgMBks3VEREBGvWrMn3vNWrVxc6zkYIUUqU7SowmtwKjKwDU/p8fX3p2bMnCxcutDz2448/UqlSJTp37kxkZCRRUVGAecmKrl27Ur9+fUvFIyoqKl8CM378eNq3b094eDj33HMPL774IosXL853zYyMDObPn0+zZs3o2LEjn3zyCYsWLbIMDShKYmIinp6eODs706tXLz755BNLcpB3joKGFhT3/J9//jkxMTE888wzDBs2jAkTJtCyZctiPRegQ4cOvPzyy9SpU4enn36ahx56iI8//hiAf//9ly1btvDDDz/QqlUrateuzZQpU/Dx8bHMwAVzt9H8+fNp3rw5TZo0ueH13Nzc6NevH3PmzLE89u2331KtWjUiIyOLHXdFZ1UF5pVXXqFnz55Uq1aN5ORkFi5cSFRUFKtWrbIkL2lpaXz77bf5BtIGBASg0+no1q0bDRo0YODAgbz//vvExsYyfvx4Ro0aZamejBw5khkzZvDSSy8xdOhQ/vrrLxYvXszy5ctt/+qFEIUzySDea7k5ubG532a7XNca/fv3Z8SIEXz66ae4uLiwYMEC+vTpg1arpVOnTnz99dcYjUbWrl1Lt27dCA4OJioqiiZNmnDkyJF8b5Lff/8906dP5+jRo6SkpJCTk3PdBnvVqlXLt9dRREQEJpOJ6OhoS3X9Rry8vNi1axcpKSmsWbOG559/nho1atjszdrX15evv/6a7t270759e15++WWrnn/tH9ARERFMnToVgN27d5OSkoK/v3++Nunp6Rw9etTydVhYGAEBAcW+5ogRI2jdujVnz56lSpUqzJ07lyFDhtjkD4qKwqoEJi4ujkGDBhETE4O3tzdNmjRh1apVdO3alaioKDZvNv9g53Ux5Tl+/Djh4eHodDp+++03nnzySSIiIvDw8GDw4MG89dZblrbVq1dn+fLlPPfcc0ybNo2qVavy1VdfyRowQpQxZcMEpqIM4tVoNMXuyrGne+65B6UUy5cvp3Xr1qxbt85SMejYsSPJycns2LGDf/75h0mTJhEcHMy7775L06ZNqVy5MrVr1wbMs0L79+/Pm2++Sffu3fH29mbRokV8+OGHNo1Xq9Va3jeaNWvGwYMHmTx5MpGRkZYE6Pz584SEhFiec/78eZo1a1bsa/zzzz/odDpiYmJITU212aaNKSkphISEWKpaV/Px8bF87lHM3dzzNG/enKZNmzJ//ny6devG/v375Q/5a1iVwHz99deFHouMjCzWQLOwsDBWrFhxwzaRkZHs3LnTmtCEELaW+/Nsyy4kRx/E6yhcXV154IEHWLBgAUeOHKFu3bq0aNECML+pNmnShBkzZqDX66lXrx6BgYE8+uij/Pbbb/m6jzZs2EBYWBivvvqq5bGTJ09ed71Tp05x7tw5KleuDMCmTZvQarXUrVu3RPFfPTShevXqBAcHs2bNGkvCkpSUZJlIUhwbNmzgvffe49dff2XcuHGMHj2aefPmFTueTZs2Xfd1/fr1AWjRogWxsbE4OTkRHh5e7HMWx/Dhw5k6dSpnz56lS5cuMrv2Gjf/p5UQomKSLiSH1r9/f5YvX87s2bPp379/vmORkZEsWLDAkqz4+flRv359vv/++3wJTO3atTl16hSLFi3i6NGjTJ8+nSVLllx3LVdXVwYPHszu3btZt24dzzzzDI888kixuo8mT57M6tWrOXbsGAcPHuTDDz/km2++YcCAAYA5gR4zZgxvv/02y5YtY+/evQwaNIjKlSvTu3fvIs+fnJzMwIEDeeaZZ+jZsycLFizg+++/zzc+pSjr16/n/fff59ChQ8ycOZMffviBZ599FoAuXboQERFB7969+eOPPzhx4gQbNmzg1Vdftcz2Kql+/fpx5swZvvzyS4YOHXpT56qIJIERQhSodLqQJIEpK3fccQd+fn5ER0fTr1+/fMc6deqE0WjMN8YkMjLyusfuvfdennvuOUaPHk2zZs3YsGEDr7322nXXqlWrFg888AB33XUX3bp1o0mTJnz66afFijM1NZWnnnqKhg0b0qFDB3766Se+/fZbhg8fbmnz0ksv8fTTT/P444/TunVrUlJSWLlyZZHTkQGeffZZPDw8LNvVNG7cmEmTJvHEE09w9uzZYsX4wgsvsG3bNpo3b87bb7/NRx99ZBnWoNFoWLFiBR07duSxxx6jTp069OnTh5MnT1438Nha3t7ePPjgg3h6ehYrWbvVaJQ1Cww4kKSkJLy9vS2rAQshrJMRHc3x+3qjC6hEnXXrbu5cBw5w/IEHcQoMpPY/a20UYenKyMjg+PHjxVq341Y2YcIEli5dyq5du+wdSqkIDw9nzJgxjBkzxi7Xv/POO2nYsCHTp0+3y/VLy41+vor7/m31OjBCiFuEZSE7W1RgpAtJCGtcvnyZqKgooqKiil3NutVIF5IQokDShSRswdPTs9CPdTdZ2QOYNGlSoefv2bPnDZ+7bt26G8ZXWk6dOnXD6546dYrmzZszZMgQ3nvvvRIPhq7opAIjhChY3kq8WltuJZCBUkrWsqhAJkyYcMMtY27UtXT12jElNXLkSB555JECj91o9XaAVq1aFdn1deLEiRJGVrjKlSvf8LqVK1culetWNJLACCEKZjICtu1CAlDZ2WicnW/6nMIxXLsumK35+flZluu3lpubW6nHVxAnJye7XLeikS4kIUSBbNmFpL06gXHQHYSFEOWLJDBCiIIp23UhoddDbreRSRIYIYQNSAIjhChY3iwkrQ12o9Zo0OROlVRZWTd9PiGEkARGCFEgW3YhwVWr8UoFRghhA5LACCEKljsLSWOLLiSuDOSVqdRCCFuQBEYIUTCVW4GxwSwkuGpDR0lg7GbIkCFFLkkfHh7O1KlTLV/HxsbStWtXPDw88u2ubAtRUVFoNBoSEhJset5rRUZG2m0lXVF6ZBq1EKJAtu9Cyh0DI11I5drWrVvx8PCwfP3xxx8TExPDrl278Pb2Jioqis6dO3P58mWbJzSl5eeff0av19s7DGFjUoERQhTMhgvZgXQhOYqAgADc3d0tXx89epSWLVtSu3ZtAgMD7RiZ9bJyB4z7+fnh5eVl52iErUkCI4QomLLdXkhw1SBeB05glFKY0tLK/MPaPXd//PFHGjdujJubG/7+/nTp0oXU1FTL8SlTphASEoK/vz+jRo0iOzvbcuzqLqTw8HB++ukn5s+fj0ajYciQIXTu3BkAX19fy2MAJpOJyZMnU716ddzc3GjatCk//vhjvrhWrFhBnTp1cHNzo3PnzlatNjt37lx8fHxYunQptWvXxtXVle7du3P69GlLmwkTJtCsWTO++uqrfJsEXtuFlJmZybhx4wgNDcXFxYVatWrx9ddfW47v27ePnj174unpSVBQEAMHDuTixYvFjlWUDelCEkIUyNZdSJYKjAN3Ian0dKJbtCzz69bdsR3NVVWRG4mJiaFv3768//773H///SQnJ7Nu3TpLEvT3338TEhLC33//zZEjR3j00Udp1qwZI0aMuO5cW7duZdCgQRgMBqZNm4abmxv33nsvDz74INHR0RgMBsty/ZMnT+bbb7/ls88+o3bt2vzzzz8MGDCAgIAAOnXqxOnTp3nggQcYNWoUjz/+ONu2beOFF16w6j6kpaXxzjvvMH/+fJydnXnqqafo06cP69evt7Q5cuQIP/30Ez///DM6XcFLAAwaNIiNGzcyffp0mjZtyvHjxy0JSkJCAnfccQfDhw/n448/Jj09nXHjxvHII4/w119/WRWvKF2SwAghCmbrLqS8dWAyZR2Y0hQTE0NOTg4PPPAAYWFhADRu3Nhy3NfXlxkzZqDT6ahXrx69evVizZo1BSYwAQEBuLi44ObmRnBwMIBl2f7AwEDLGJjMzEwmTZrEn3/+SUREBAA1atTg33//5fPPP6dTp07MmjWLmjVr8uGHHwJQt25d9u7dy3vvvVfs15adnc2MGTNo27YtAPPmzaN+/fps2bKFNm3aAOZuo/nz5xMQEFDgOQ4dOsTixYtZvXo1Xbp0scSaZ8aMGTRv3pxJkyZZHps9ezahoaEcOnSIOnXqFDteUbokgRFCFKzUupActwKjcXOj7o7tdrlucTVt2pQ777yTxo0b0717d7p168ZDDz2Er68vAA0bNsxXmQgJCWHv3r03Fd+RI0dIS0uja9eu+R7PysqiefPmABw8eNCSeOTJS3aKy8nJidatW1u+rlevHj4+Phw8eNCSwISFhRWavIB5c0mdTkenTp0KPL57927+/vvvAnejPnr0qCQw5YgkMEKIApVeF5LjjoHRaDTF7sqxF51Ox+rVq9mwYQN//PEHn3zyCa+++iqbN28GuG42jkajwZT3f11CKSkpACxfvvy6HaZdrtoHqyxcPYOqIEXtUJ2SksI999xTYGUoJCTkpmITtiUJjBCiYMa8BMZWXUiOP4jXUWg0Gjp06ECHDh14/fXXCQsLY8mSJTY5t3PuTuJGo9HyWIMGDXBxceHUqVOFVjbq16/PsmXL8j22adMmq66dk5PDtm3bLNWW6OhoEhISqF+/frHP0bhxY0wmE2vXrrV0IV2tRYsW/PTTT4SHh+PkJG+R5ZnMQhJCFMzmXUh5Y2ActwvJEWzevJlJkyaxbds2Tp06xc8//8yFCxesepO/kbCwMDQaDb/99hsXLlwgJSUFLy8vXnzxRZ577jnmzZvH0aNH2bFjB5988gnz5s0DYOTIkRw+fJixY8cSHR3NwoULmTt3rlXX1uv1PP3002zevJnt27czZMgQ2rVrZ0loiiM8PJzBgwczdOhQli5dyvHjx4mKimLx4sUAjBo1ivj4ePr27cvWrVs5evQoq1at4rHHHsuXtAn7kwRGCFEg6UJyTAaDgX/++Ye77rqLOnXqMH78eD788EN69uxpk/NXqVKFN998k5dffpmgoCBGjx4NwMSJE3nttdeYPHky9evXp0ePHixfvpzq1asDUK1aNX766SeWLl1K06ZN+eyzz/INlC0Od3d3xo0bR79+/ejQoQOenp58//33Vr+GWbNm8dBDD/HUU09Rr149RowYYZlmXrlyZdavX4/RaKRbt240btyYMWPG4OPjg9ZGPwvCNjTK2gUGHERSUhLe3t4kJiZiMBjsHY4QDifx1984N3YsHu0jqDZ79k2f7+KsWVyYNh2fhx8mZOJbNoiwdGVkZHD8+PF864kI+5k7dy5jxowp9W0HRNm40c9Xcd+/JZ0UQhTM1nsh5XYhmaQLSQhhA5LACCEKZPsuJPPgT1kHRhQkb+Xbgj6s7WoStwYZYi2EKJiNF7LTuspmjqJwX331Fenp6QUe8/Pzw8/Pz7JtgRAgCYwQojA2noWkcZbNHEXhrl0/RoiiSBeSEKJANu9CctB1YCroPAch7MoWP1eSwAghClZKXUiOMog3b8XatLQ0O0ciRMWT93N17crQ1pAuJCFEwUqpC0k5yDowOp0OHx8f4uLiAPMaJBqNbZI5IW5VSinS0tKIi4vDx8en0B3Di0MSGCFEgWzdhaR1N+9BYypkoGZ5lLcDc14SI4SwDR8fH8vPV0lJAiOEKJitu5ByN9kz5a546gg0Gg0hISEEBgaSnZ1t73CEqBD0ev1NVV7ySAIjhCiYycZ7IV2VwCilHKo7RqfT2eQXrhDCdiSBEUIUSJlyN66zVRdSbgKD0YjKyrLsjeTINpzbwAdbPyDTaB7XY3A28EKrF2gd3NrOkQlR8UkCI4QomK27kNzcrpw6NRVtBUhglh5ZypGEI/kee/LPJxnVbBRVPKsQGRqJs87ZTtEJUbHJNGohRMFsPQtJp0OTm8Q40jiYG0nKTALgiSZP8E3Pb4isGkmmMZOPtn/EC2tf4Jm/n7FUZ4QQtiUVGCFEgWw9CwnM3UjG9PQKk8AkZiYC0KhSI5oFNuOjyI/4Yu8X/Bf/H5tjNrP+7Hp6/NQDNydz4hbkHkTzwOa4692Ldf5mAc1oFdyq1OIXwpFJAiOEKFheF5LOlgmMO8aLFacCk5hlTmC8XbwB0Ov0jGo2CoAtMVsY/ddoLqZftLQ/nXyabee3WXWNca3H0atGL6tj83bxRmuj6pkQ5ZEkMEKIgtm4CwlA6547E6mCrG6bV4Hxdva+7libkDasenAVJ5NOAqBQHL58mAOXDmDKvbc3cjH9IuvOruO9re/x3tb3rI6tgX8Dvuv1nSQxosKSBEYIUaDS6UIyd51UhAqMSZlIzkoGwOBiKLCNr6svvq6+lq+bBzYv9vmVUny19yu+2PMFGUbrt184cOkAKdkpGJwLjk0IRycJjBCiYDaehQSOuZhdYZKzklGY71FpJAkajYYRTUYwvPFwq56nULT4pgVGZSQ9O10SGFFhSQIjhCiYjReyA9BVoAQmbwaSm5NbqU6VtnbBPw0a3J3cSc5OJi2nYnTVCVEQ6RwVQhRIqdKZhQQVYwzMtQN4yxM3vXnWkyQwoiKTBEYIUbDS6EJyrzhjYPIqMOWxi8bdyXyf07MdZ+NMIawlCYwQomCl0IVUkcbAlOsKjJNUYETFJwmMEKJgpdmFVBESmBtMoba3vIXyJIERFZkkMEKIAqlSnIVkrEgJTDmuwEgXkqjIJIERQhTMaN6NWlMKFRhVAQbxJmWV/zEwUoERFZkkMEKIAllmIdl0JV7zG2tFqsAUtoidPeV1IaXnSAVGVFySwAghCiYL2d1QeR7Ea6nAZEsFRlRcksAIIQqWNwupVAbxOv4ba9406vI4iNcyBkYqMKICkwRGCFGgKwvZ6Wx2zgpVgXGALiQZAyMqMklghBAFK80upLQ0lFI2O6895A3iLY8VGFnITtwKJIERQhSsNLqQcgfxkpODysqy2XnLmlLKIaZRSwVGVGSymaMQokClOQsJzN1IWhcXm527pJRSnEo+RZax+AlVlimLLJO5fXlMYKQLSdwKJIERQhSsFLqQNDodGjc3VHq6eRyMn5/Nzl1Sn+/5nJm7ZpbouU4aJ0t3TXkiXUjiViAJjBCiYKXQhQTmcTDG9PRysyP1/ov7AfDQe+Cis64i1LN6TzQa2yV4tiJdSOJWIAmMEKJgpdCFBOZuJCPlZyZSSnYKABPaT6BHeA+7xpK+dx8Z/x20+nk6Dw8877zT0iUnXUjiVmBVAjNr1ixmzZrFiRMnAGjYsCGvv/46PXv2BCAjI4MXXniBRYsWkZmZSffu3fn0008JCgqynOPUqVM8+eST/P3333h6ejJ48GAmT56Mk9OVUKKionj++efZv38/oaGhjB8/niFDhtz8qxVCFFtp7IUEV+2HdPkypnT7d3FkpibhnK3wNOrtGs/lRd8T9957JX5+4Esv4T/0MeCqLiRZB0ZUYFYlMFWrVuXdd9+ldu3aKKWYN28e9913Hzt37qRhw4Y899xzLF++nB9++AFvb29Gjx7NAw88wPr16wEwGo306tWL4OBgNmzYQExMDIMGDUKv1zNp0iQAjh8/Tq9evRg5ciQLFixgzZo1DB8+nJCQELp37277OyCEKFipdSGZ31zPjBpt0/OW1Gt5n0wZTbQ9A8nl3qoVWi+vYrfPOnGCrOPHyTp18so59LISr6j4rEpg7rnnnnxfv/POO8yaNYtNmzZRtWpVvv76axYuXMgdd9wBwJw5c6hfvz6bNm2iXbt2/PHHHxw4cIA///yToKAgmjVrxsSJExk3bhwTJkzA2dmZzz77jOrVq/Phhx8CUL9+ff79918+/vhjSWCEKEul1IXk2bET6dt3gIOvA2NrGhcXAp55Gr+hQ60aVxM//xvOT5qEMTHR8ljeGJhsUzbZpmz0Wr3N4xXC3ko8BsZoNPLDDz+QmppKREQE27dvJzs7my5dulja1KtXj2rVqrFx40batWvHxo0bady4cb4upe7du/Pkk0+yf/9+mjdvzsaNG/OdI6/NmDFjbhhPZmYmmZmZlq+TkpJK+tKEEJReF1Klx0fgN2igpcJjT0opOizqQI4ph1/v/5Ug96Cin1RKNE5OaJydrX6eztcHAGNCguWxq2dGpeeko3eWBEZUPFYnMHv37iUiIoKMjAw8PT1ZsmQJDRo0YNeuXTg7O+Pj45OvfVBQELGxsQDExsbmS17yjucdu1GbpKQk0tPTcXNzKzCuyZMn8+abb1r7coQQhTEaAdt3IQFoXV1tfs6SyMjJINXJCGjwMgSgdS5/U6KLovM2r0NjTLhSgdHr9Dhpncgx5ZCWnYbBufxtdyDEzbL6N1PdunXZtWsXmzdv5sknn2Tw4MEcOHCgNGKzyiuvvEJiYqLl4/Tp0/YOSQiHVhoL2ZU3eTOQNGgs40YcjS73j0ZjYkK+x2UqtajorK7AODs7U6tWLQBatmzJ1q1bmTZtGo8++ihZWVkkJCTkq8KcP3+e4OBgAIKDg9myZUu+850/f95yLO/fvMeubmMwGAqtvgC4uLjgUg5W9RSiwiilLqTyJCXLnMB46D3QOmiiVlAFBszdSMlZyTITSVRYN/0TazKZyMzMpGXLluj1etasWWM5Fh0dzalTp4iIiAAgIiKCvXv3EhcXZ2mzevVqDAYDDRo0sLS5+hx5bfLOIYQoI3mzkHS22426vEnNNq9F4+nsaedISi6vAqPS0jBdtb+UzEQSFZ1VFZhXXnmFnj17Uq1aNZKTk1m4cCFRUVGsWrUKb29vhg0bxvPPP4+fnx8Gg4Gnn36aiIgI2rVrB0C3bt1o0KABAwcO5P333yc2Npbx48czatQoS/Vk5MiRzJgxg5deeomhQ4fy119/sXjxYpYvX277Vy+EKNSt0IWUnJ0MgKfecRMYrZcXaLVgMmFMSEAbGAhc6UKSCoyoqKxKYOLi4hg0aBAxMTF4e3vTpEkTVq1aRdeuXQH4+OOP0Wq1PPjgg/kWssuj0+n47bffePLJJ4mIiMDDw4PBgwfz1ltvWdpUr16d5cuX89xzzzFt2jSqVq3KV199JVOohShrt0AXUmpWbgXGgRMYjVaLzmDAmJCAKTERchOYvJlIMgZGVFRWJTBff/31DY+7uroyc+ZMZs4sfGO0sLAwVqxYccPzREZGsnPnTmtCE0LYWiktZFeeWCowDtyFBOZuJGNCgmUq9cWUTFIzzF1/py8nQLjdQhOi1MheSEKIgt0CXUh5g3gduQKjlCLHw7xy79yVu9kYdZgqCdvRhewBL1i/ZhFJMQ144s4GeLrIr3xRcch3sxCiQKW1kF15kjeN2pEqMCaT4siFFLYcj2fLsUucP76P4ZdiqQrcfWgST9W8BHp4HT/24UkT/U5u3/Ygr+26j4aRj9CtYQja3P/TAPcAq3fgFqK8kARGCFGwW6ALyREqMNlGE/vPJbHl+CW2HIvn0sm9NMzaQ1vtQV7THiRAk8g5Vx8ScccjKwOTVo+xcivcfT0g5RBzfAzM8QFYxZ+HVzHt8JVzB3sE88t9vzjsGjji1iYJjBCiYKZboAspu/wkMInp2Zy4mMrxi6kcy/335IVEuHCIpqb9tNUeZLL2IAGaJLhqZwCT1hmNfzCcSMJY51G0r0xCq3cjMmYTK/952TyI15ht/sBcVTOiJVurJTY1lu+jv+exRo/Z50ULcRMkgRFCFEgp6UKytcT0bE5dSuP4pVROXkzlxKU0Tl5K5cLFOHzTTlJDc46a2nM00MRwj+YcYZpYnHVGuGopHpPOBULboq1+O4R1QFulJU5fzobtn2DEE/Tm6dPtQtoR9WjUVS82jrTV7+Cy+xt0GPnZw5M3Av2YtfNLuoX1xNPZDb1WL9UY4TAkgRFCFOxW6EKyUQVGKUVSRg7nkzKITcwgNimDuKQM4pIziUvKJDYpg9hLCXiln6G6Jobqmliqa2Joo42lhiaGAE0iFDIUxeTkjia0DZrqt0HYbWirtACn/I0t2wlcsxpvPp6BuN8/DW4bReKvr3LPqT/4MtuLM/pkevxsXgpDq9Hyzm3vcHeNu2/qfghRFiSBEUIULK8LqSInMDcxBiYj28js9cf5afsZ4hJSMGRfJFgTT4gm3vJvG81lAjWXqay5RGUuoXVRhZ7P5BmMNqAO+NeGSnWgkvlfraFKkf8HV7YTSCg68IA6eA/9AdPxf3l8xfO8rUsjK7fKZlImFu9fJgmMcAiSwAghCqQsY2AqbhdSSbYSUEqxcl8sH6zYw91Ji/nG6S+CtZfRuhaenFie6+KFxr8W5PuoCX410bqWfMfoKxs63qACcw1t9du4/8lNdNu1mPRVEziuiWdoSBCn4tYz/5M3qNdtOK3rVEVTgf//hWOTBEY4BKPJyA+HfmBnXNELHCqKfiMpTpPinqtYbVTxLlis2ItznmJeL9OYycX0i+SonOuOPRV/nCrAO1smcyj5E5vEVRRvZ28m3z6ZYI/gMrlecpZ1WwnsP5fIW78ewHRiA1/ov6KW/pzlmNLq0Rgqg6EKGCqDIcT8uVcweIWAX000HpVKJSHUefsAxazAXE2rxaNFHzyaPED2v5+hOfEFl5y03JUwHeeFX7DUtSsuESO4o0N7XPUVd08s4ZgkgRHlXmJmIs/+/Szbz2+3dyi3lMwcc1JzJvUshy+XXTfSvP3zGNdmXJlcq7gVmAvJmXz4RzS/bzvION139HP5GwDlEYim+ztQIxKNeyW7dbflVWBy4uM5N67k927cKXeSs1M4lhFM1Zw02rIW1q4lGl8yDDXwrxyOu4u+yPNoXFzxHzYU57CwEsciRFEkgRHl3tf7vmb7+e24O7kzuOFgvJy9inyOhuL9lWur8nhxrlfcaxXrXDa6nl6rx9/NH2ed83XHPBe/DudPM6b18+S0aljkuW7W0YSjvLvlXX45+gvPtngWVyfXUr2eSZksCYyH3qPANpk5RuauP8Enfx0mMvtf/nSebx5wC9BiMJqub4Kbb6nGWRxO/n5oXF1RGRkk/rKsxOdpcdXniVyZjeRMJs4cJHvPQYrbSaVx0hH8+usljkWIokgCI8o1pRR/nPgDgLc6vEX3cNnUs6wc07mRCdSv1ACPkHalfr02wW345sA3nE05y7Kjy7ir+l24OLmg05i7LvKSNlslnWnZaZYuu2uTYqUUfxw4z6QVB8m5dJLp+jnc4bzLfLBSHbhnGoS1t0kctqB1c6PaV1+SvnvPTZ1nx/kd/H3mb2p616R3rd4AmNLiuRy9Ho+Lu3El44bPz1B6ki+6o87C2X9/Y9tHZ8nxCEJrqIzetwoelULxCaxCkI8XlTxd0FXgKfqi9EkCI8q1/Zf2czblLG5ObnSs2tHe4dxayngvJK1Gy4O1H2T6zulM3DSRiZsmFut5Vyc2ls/zKlQacNG5UN+vPkEeQfmel5mTCYCT1gln7ZUK1H+xSbz16wE2H41jiG4lL7r+iBuZKJ0zmttfgNueu24ac3ng3qoV7q1a3dQ5KsU159ff1+Klv8jJsBOWx13btGZI3am4xcdw/uAGsi+fhuQY9Gnncc+4gCHnAm7KnNwknsjk3FlfKmVcpGXSIkgCYq5cw6Q0XMLAAeVLgs6fFJdAMl0DMXmG4OQdgotfVTwCQvGvFEyQtxu+7noZSCwKJAmMKFcSMhLIMF75K++XI78A0KlqJ9yc3OwV1i3JHnshPVjnQX45+gsnk04W+zl5VZQCBy4ryDHlsO38tkKfH+wejEaj4VJKJh+tPsR3W07RgGP84vI1jTTHzY3COqC5eyoE1LHm5Ticur51cdW5kpydzJIjS/Id02q0vNzmZarXKKQal5GESo4hc9VK2PQZ6U7BHA7vjiY5Buf0ODwyL+BtvISTxkgAieauOHUCMjB/JABnrpwuU+k5r3w4jh8J+kqkuQSQ7R6E8gzByacKbv5VMARUo5KfL0EGF7xcix6bYy9ZZ85yavBgci5dsncoNlf53ckYevSwy7UlgRHlxsrjKxn7z9gCj0nXkR3YYSE7P1c/frv/N0zKRLYpm4ycDJRSV5KUa5KVq2dtXftY3tdJWUnsu7iPpKykAq/ZKrAdX607xrQ1hzFmpPA/px8Y6rQKLSZw9YFuE6HZgAq9Hk4ed707n3X9LN9sv30X97Hm1BpiU2Nv/GRXAxpXA16NM7jEZzjhRq0hs/K3MZkg7SLGxHMkXzhFysUzZMafwZQUg1NKLC4ZcXhmXcBgSsRFk001zQWqcQGM0ZCG+eNi/lMmKXdilC97NX4k6QPIcA0g2yMYjVeIudvKvyregVUJ8vYk0OBil9lUaZs3kX32bJlftywoo9Fu15YERpQLOaYcpu2YBoCTxilfybieXz1uq3KbvUK7ddlxITutRouLzsUmOyUHeQRR27d2gcfOJaTz5IId7D6dQGftTt5zn0ug6YL5YKOHoMdk8Ay86RgcScuglrQMamn5+s+Tf7Lm1Boupl+8wbOu0BrM69kYkwpIGLVa8AxE5xmIT5Vm+BR2kpxMSI4lK+EsyRdOk3bxDFkJZyEpBqfUWNwyL2DIvoCrysCgScOgSaMOZyEHSMn9OH/ldCal4SLeHFK+xGv9SHEOJNs9CBe/KnhWaUDlOi0IqxyMXlc63+t509u9unYl6OWymWFXVnS+9hvELgmMsBullKW7aOXxlZxJOYOviy8rH1wp+7GUA5YumQo6/mDDkYs8/d1OSL3A567z6c5GMAE+1aDXx1C7i71DLBcquVUCKHYCk7cqsCklBWU0otGVoOLh5AK+YTj7huFfHfwLaqMUZCZDcgzp8WdIuXCGtEunMSaeQ5Mcgz4tDvfMOAw55m6rQBII1CQAxyEL80cCcAxYB6dVAGedq5PsXRdtUEMM4c0Iq9OYAIPHTY/ByUtgnEKC0VepclPnEldIAiPs4kLaBcb8PYY9F/PPmhjUcJAkL+VFBd0LSSnFF/8c472V/1Gdsyxwn0Kw6TxodBAxCiJfBueCp1Xfiq5OYJRSRb6Z67yuzOgyJiXhVFp/oWs04GoAVwNuAXVxq1tIu9xuK5V0jrSLZ0i+eJqM+DNkXz6HSjyDX9oxKpkuEqq5QGj2Bbi4xdxNtR8yf9MTralKnHtNMv3q41KlEYG1WhIeVh1X5+K/feYlMHnr9QjbkARGlIqVJ1ay8dzGQo9vjtnM2ZT8fcLVvKrRp26f0g5NFFcF3AspJTOHsT/s5vd9sbTW/Mc8t49xNyWDXw14eC6ENLV3iOWOv5u5/pFpzCQlO6XIdZg0ej1aDw9MqamYEhPBjl0MgKXbSuMZiEflZhSUmppS47l4dAeXju/CGLMP94RoQjKO4abJoB7HqZd2HNL+NA8y3gyXlBcHnKqT4FUbFdgAr2pNqVKnOZUD/AtM8CSBKR2SwAibU0ox/t/xZBozb9iuimcVPu3yKcHu5mXjXZ1c0ZbRlF1RtCtdSBXj/+RIXDJPfLOdoxdSucdpM1OdZ6EzZUHV1tB3EXhUsneI5ZKbkxueek9SslO4mH6xWAtJar0NmFJTCx4HUw5pPfwIbNKFwCZXdRuaTGRcOE7MoW2knN6NNu4APimHCc45i78mGX/jHkjYAwk/wSEwrdZwkmBiXWuQ5lsPXUgj/Gs0J7x2Q4yXEwBwkgTGpiSBETZnVEZL8vJEkycKXFHVVedKz+o9LX/diXLI0oXk+GNgft8bw4s/7CY1y8gYj9U8a5yLxqSg3t3wwJfgLN2WN1LJrZIlganuXb3I9jqDNznnYjAmOkYCUyCtFtegmlQPqgk8anlYZaVx6eReLhzZTubZfbjGHyQo/Sg+JBJODOGZMRC7HmKBnZCqXEg9XAkNsHfLb+hcswiu3YLQKqGykN9NkgRG2JwpbwE0KPbS/6L8Uabc6ZEO3IWklGL6miN8/OchQDGt0i/cl7LYfLDN49DjXdDKJoVFqeRWiRNJJ7iUXrx1THSWmUjF3x3bUWic3fGv3Rb/2m3zPZ6VEEvske0kHt+FOr8fQ+IhgrNP4qHJRJ+ZQw46Wl7+Htd/FsA/cF75cta5OkneddEENcQ7vBlhdZrh6y2/L4tLEhhhc0Z1ZV2AvGXghQMyOXYXUka2kZd/2sPSXefQYuLHqotpcTF3n6AuE6DDmAo7w8rW8gbyXki/UKz2eTORjIkVL4EpjLNPMNVa9YJWva48aMwh4cx/5PzYBzBy1K8V/prjBJvOE6S5TFD2Zbi4wzJoOOc3LTH4kqDzI1XvR4ZLJYzugeAZiJMhGFe/ynj6V8YnsCr+Pj44ldK0b0chCYywuasrMDKmxYE5cBfSpZRMHv9mO9tPXsZNm8Oq0G+odn61ORm7Zxq0GGTvEB2KtVOptd7mCozJQcbAlBqdE4ZK1YnJMf9RV3/sErTu7hjTk4g9soP4Y1cPGj6KlyaVEC4RYroEmZg/CrmFycqNeI0PSTo/0pz9yXIzJztaryD03sG4+1XGEFAFv8CqGNxdK+R2DJLACJuTCkwF4aCzkA6fT2bovK2cjk8n0DWHVcGf4xu7HnTO8ODX0OBee4focKxeC8aQV4G5xRMYrsxA0jg7o3Ezb4eiczNQpXEkVRpHXmmoFOnxp4mPPUXqxbNkJMRgTIyF1Dic0uJwzbqEV/YlfEyXcSULL006XqSDMQbSMX/EX399k9IQjxeXtb6kOPmR7lKJbLcAlEcgOkMQrr4hePhVwRBYBX//IKumh9ub40QqHIbJJBWYisAyC8mBEph1hy/w1IIdJGfk0Mg3hx+9PsI1dhfoPaDvQqgRae8QHVJeAmPtGJjUzZs4du99mFJSin0tjZsbAc8+g6FbN+sDLYdyrppCfcMqiEaDm381qvhXu/EJlcKYkUTihbMkXThDWvw5shJiMSXHokmNwznjIu5ZF/HKicdXJaDTKPxJwl8lQfZJyMa8UnEBvYGZyokYjTeJWj/SnLwxaZ0waZxAo8Wk0WHS6lFaPUrrjNI5o7R6gjv0p05T++zMLgmMsLmrKzCSwDgwB1vI7ttNJ3lj2X6MJkX3UCMzTe/gFBcNbn7Q/0eo2rLok4gCWV2B8TFXYDIPHCzR9c6NfQnnatVwrVevRM8vTyxrwOSOC7ppGg06N2/8qnnjV63BjduajGQkXSAh7gzJl86SER9DdmIMKsVc1XHJuIhH9iW8jZcxkIKLJudKF1ZW8cLZfqY5SAIjKoq8MTBajbZC9rveMhykC8loUryz/CCz15t3jn68gYlXLv0PTeJp8KoMg5ZCQGHLtIrisHoQb24FJk/guHG4typeAnnhk09I/WcdJ/r1z3cejbMzQS+/jNcdnYsZdflg10XstDpcfYIJ9gkmmFY3bKqyM0i+FEPihdOkXDpHdvJFlMmIMuagTDlgykEZsyEnC2XMAmMW5GRRKbxRGb2Y60kCI2wurwIj1RfH5ggL2aVk5vDsdztZ818cAO+2N/Hof2PQpF0Ev5rm5MWniJK8KFJeAnM54zI5phyctDd+69Aa8lcbvO/uhVNAQLGuVfm99zjRpw/ZJ0+Rk5aW71jCTz9JAlNKNHpXDMHVMQQXvc5PeSEJjLC5vAqMDOB1cOV8FtK5hHSGzdvGwZgkXJy0zLkji/abR0NmEgQ3gQE/g2fx3jTFjfm4+OCsdSbLlMW5lHNUM9w4KdR5X6mc6ENDi528ADj5+lLz11/JOHzY8lj6jp2cf+cdcmJirA/ezhwlgXFEksAIm5MKTAVRjruQdp9OYPj8bVxIzqSSpwvfR16mZtRoyMmAsA7Q9ztwtdGYA4FOq6OuX132XtzLvov7ipHAXLn3bs2bWX09jbMzbg0bXvnayfxWle2ICUzuWjiSwNhe+fvNJByeMXcFV6nAOLby2oX0+94YHv1iIxeSM6kX7MUfd5yl5ponzMlL3btgwE+SvJSChv7mhGLfpX1Ftr167Ipb4yY3fW19sHm/NOPly5gyMm76fGVJKjClRyowwuauHsQrHFg560JSSvFp1FE+WBUNQOe6AcyqtQXXP141N2jaF+6dATr5tVYaGlVqBNGw/+L+Ittqva4sh+96VSWlpLQGA1p3d0xpaWTHxOBS3XHGaThiArPy+Ep+PvwzEZUjqOlT84Zt6/nVI9A9sIwiy09+0oXN5XUhSQXGwZWjLqSsHBP/W7KXH7efAWBIRBive/6Cds375gbtnoJu75SLWCuqxpUaA3Aw/mCRA3k1Oh2BL75ATvzlEnUhXXc+jQankBCyjh4lJzbW7gmMKS2NCzNnWpKTG8nYfwAAna9P6QZlQ9N3Tud08mk2xmwssu37Hd+nZ/WeZRDV9SSBETYnFRjHZ+k+ArsnBZdTs3ji2+1sOR6PTqthwt31GHj5U1j3pblB5/HQ8UXZ16iUhXuH46H3IDU7lWOJx6jjW+eG7f2HD7fp9fW5CUz2uZsfB3Mi8QR7L+4t8fN9flpLpdnLrXpOZiUDpszr94bSaXR4OnuWOBZbO596ntPJp9FqtLQNbktS1o1XU/Z2tl93rSQwwuakAlMBGK8sRmjPtXyOXUhh6NytnLiUhpeLEzP7NKLj/tdh34+ABnpNgda2faMUBdNqtDTwb8DW2K18uedLavnUKtPr13ZOIATYuOtXTtUq3no0BTmXeo5fjvySb8FNa01ekUMlYF1DDacCiv75iPOBjTsfg50FHx9QfwDj2owrcTy2tCNuBwB1fevyRbcv7BzNjUkCI2zOUoGRcr7jumo7CHtVYDYcvciT3+4gMT2bqr5uzOnfiNpRT8GR1aB1gvs/h8YP2SW2W1WTSk3YGruVlSdWlvm1H8w28Shw9NBmPt+17abP1zSgKZ566ysfPnFp1IzdikkLBwZEkOGpJ8eUw9HEo8Veqfhai6IXMbTRUALc7T/tf/v57QC0DCr/K1dLAiNsTiowjs/eXUg/bj/Dyz/tIcekaFHNhy8fqY3/LwPh9CZwcoNHv4XaXco8rlvdgAYDyDZlk5qdWubXDj9/HNZtoWFOIA/WjizxeZy0TnQN60rbkLbFfo4pPZ2MgwdBKZI2/c5ltuLV4Xam3p+/QpFjyrE6nsdWPsauC7v4Pvp7RjcfbfXzbS0vgWkVdOOVe8sDSWCEzclCdhXAVRWYsu5C+nztUSb//h8A9zatzPs9gnBddD+c32eeHt1vMVRrV6YxCbNKbpUY23qsXa6dqt3EqdlbqJbuwYT2E8r02qdHPE7atvxVH8Ndd13XrqgVigvSv0F/dq3dxaLoRcXeqqG0KKU4knAEgOZBze0aS3FIAiNsLm8dGBnE68Cu7kLSlU0iqpRi8u//8cU/xwB4omMNXu7ghWbe3RB/FDyDzKvrBttv7xVhP3lrwWTHxKCUKrPEWilF+j7z2jf60FA0Oh360FAM3W2zW3aXal0I8QghJjWGnw//bJNz3qw6vnXwc/WzdxhFkgRG2JxUYBxfWXch5RhNvPzzlWnSr/SsxxNNnGDOXZBw0ryf0aBfwK9Gqcciyien3ARGpadztHsPKMX8ReOkJ+DZZzB064YpKQmVu3hejV+XoXV1tem1nLROfHrnp0SdibLpeUtKg4bOoY6x35QkMMLmLFsJyCBex1WGXUgZ2UZGL9zJnwfPo9NqePeBxjxcPcucvCSdAd/qMPhX8Akt1ThE+aZ1dcWlXj0y//uP7FOnSv16lxcsxNCtGzlx5o1Ctd7eNk9e8tTyrUUt37Kd1VURSAIjbE4qMBVAGc1CSkzPZsS8bWw5EY+Lk5YZ/VrQNSAR5t4LyTFQqQ4MWgaGkFKLQTiO8AXfkhF9qFSvkXn4MLFvvEH2uXMAZJ83JzD6QPusNisKJwmMsDnZzNHxlUUXUlxSBoNmb+G/2GS8XJ34enBr2rjHmpOX1AsQ2MDcbeQpbxzCTOvhgXuL0h1cqq9sTpazY2JQRqOlAuMkCUy5IwmMsDmpwFQApdyFdPJSKgO/3sKp+DQCvFyY91gbGmiOw9zekB4PwY1h4C/g4W/zawtxI04BAeDkBDk55MTFkRN33vx4UJCdIxPXkj+Rhc1JBaYCKMV9kPafS+TBWRs5FZ9GmL87P41sTwN1GObdY05eKrcwj3mR5EXYgUanQx+SW4U5e5bs87kJTKD9F5kT+ck7jLA5qcA4PmXK7UKycQKz6dgl+ny+iYspmdQPMfDDyAiqpe6F+b0hIxFC28KgpeDma9PrCmENfZUqgDmByYkzr82ilwpMuSNdSMLmpAJTAeQmobbsPvpjfyyjv9tJVo6JNtX9+GpwKwyxm2HBI5CdCmG3Qb/vwaX8bGwnbk36KpUByDp7lpzz0oVUXkkCI2zOZJIKjMOzcRfS4q2nefnnPZgUdG0QxCd9m+N66h/4ri/kpEONztBnITi72+R6QtwMfWVzApN97tyVQbwBMoi3vJEERticVGAcn7JhAvPZ2qO8m7s1wCOtqjLp/sY4Hf0Tvh8Axkyo3Q0e+Qb0pbPGhhDWsnQhnTxFzkXzBo1OQZLAlDeSwAibk92oKwDTzXchXbs1wMhONRnXoy6a6BWweDCYsqFuL3h4Dji52CRsIWzBOTeBSd+71/yzoNPh5C+DyssbSWCEzckg3grgJiswOUYT437ay087zFsDvHpXfUZ0rAH7l8BPw8GUAw16w4NfgU5vo6CFsI28CkzeFgJOlSqhKaM9wUTxSQIjbE66kBzfzcxCysg2MmrBDtb8F4dOq+G9B5vwUMuqsPt7WDrSPEC4yaNw36egk19BovxxCgw0b2JqNF75WpQ78g4jbE4qMBVA3iwkKxOYxPRsBn69mTX/xeHipOXzAS3NycuOb2DJE+bzNh8AvWdJ8iLKLY2TEy5161i+dqlT247RiMLIbxBhc1KBqQBK0IV07dYAs4e0pnW4H2z9GpY/b27UahjcNaVMdrgW4mZU+/xz0rbvQOOkw71dhL3DEQWQBEbYnFRgHJ+1XUgnLqYycPZmTsenE+DlwvyhbagfYoBNs2Dly+ZGbZ+EHpOhlHe3FsIWnAICMPTobu8wxA1IAiNszmiSCozDs2Ihu31nExkyZysXUzIJ83fnm6FtqebvDv9OhT/fMDfqMAa6TJDkRQhhM5LACJuTCkwFUMwupE3HLjFi3jaSM3NoEGJg3tA2BHi5wNr34e93zI06jYPIVyR5EULYlCQwwuZkDIzjK04X0qr9sTyduzVA2+p+fDm4FQYXJ1gzEdZNMTe64zXo+GIZRCyEuNVY9Q4zefJkWrdujZeXF4GBgfTu3Zvo6Oh8bWJjYxk4cCDBwcF4eHjQokULfvrpp3xt4uPj6d+/PwaDAR8fH4YNG0ZKSkq+Nnv27OH222/H1dWV0NBQ3n///RK+RFHWLBUYrVRgHFYRXUjfbz3Fk99uJyvHRLcGQcwb2sacvKx+7Ury0u1tSV6EEKXGqgRm7dq1jBo1ik2bNrF69Wqys7Pp1q0bqampljaDBg0iOjqaZcuWsXfvXh544AEeeeQRdu7caWnTv39/9u/fz+rVq/ntt9/4559/ePzxxy3Hk5KS6NatG2FhYWzfvp0PPviACRMm8MUXX9jgJYvSJhWYCqCQLiSlFLOijjLup72YFDzaKpRP+7fAVaeB31+CDZ+YG/b8ANo/XcZBCyFuJVZ1Ia1cuTLf13PnziUwMJDt27fTsWNHADZs2MCsWbNo06YNAOPHj+fjjz9m+/btNG/enIMHD7Jy5Uq2bt1Kq1atAPjkk0+46667mDJlCpUrV2bBggVkZWUxe/ZsnJ2dadiwIbt27eKjjz7Kl+iI8knGwDi+gvZCMpkUk38/yJfrjgPwZGRNXupeF41S8NuzsGM+oIF7pkLLIWUesxDi1nJTfyInJiYC4OfnZ3msffv2fP/998THx2MymVi0aBEZGRlERkYCsHHjRnx8fCzJC0CXLl3QarVs3rzZ0qZjx444Oztb2nTv3p3o6GguX75cYCyZmZkkJSXl+xD2IRWYCkCZx8DkdSFlG028+ONuS/Iyvld9xvWoh8ZkhKVPmpMXjda8QJ0kL0KIMlDidxiTycSYMWPo0KEDjRo1sjy+ePFisrOz8ff3x8XFhSeeeIIlS5ZQq1YtwDxGJvCaZZmdnJzw8/MjNjbW0iYoKChfm7yv89pca/LkyXh7e1s+QkNDS/rSxE2SCkwFcFUFJj3LyMhvtvPzjrPotBo+fLgpw2+vAcZs+HkE7FkEGp15X6Nmfe0btxDillHiBGbUqFHs27ePRYsW5Xv8tddeIyEhgT///JNt27bx/PPP88gjj7B3796bDvZGXnnlFRITEy0fp0+fLtXricJJBcbxKaM5gTGhybc1wBcDW/Jgy6qQkwk/DIH9P4NWD4/Mg0YP2jdoIcQtpUTTqEePHm0ZfFu1alXL40ePHmXGjBns27ePhg0bAtC0aVPWrVvHzJkz+eyzzwgODiYuLi7f+XJycoiPjyc4OBiA4OBgzp8/n69N3td5ba7l4uKCi4tLSV6OsDGTSSowDi+3inY6IYNtJy9jcHXi67ytAbIzYPFAOPwH6Fzg0W+gjqxYKoQoW1YlMEopnn76aZYsWUJUVBTVq1fPdzwtLQ0A7TUzF3Q6neVNLSIigoSEBLZv307Lli0B+OuvvzCZTLRt29bS5tVXXyU7Oxu9Xg/A6tWrqVu3Lr6+viV4maIsSQXGOkopjBcvonLHnZQHMSfNXbUZRkWglwvz8rYGyEqFRf3gWBQ4uUHfhVDzDvsGK4S4JVmVwIwaNYqFCxfyyy+/4OXlZRmP4u3tjZubG/Xq1aNWrVo88cQTTJkyBX9/f5YuXWqZLg1Qv359evTowYgRI/jss8/Izs5m9OjR9OnTh8qVKwPQr18/3nzzTYYNG8a4cePYt28f06ZN4+OPP7bxyxelIW8MjCQwxRPzyv9IXLrU3mEUyMlJx09PtifUzx0yk2Hho3ByPeg9oP9iCL/N3iEKIW5RViUws2bNArDMKMozZ84chgwZgl6vZ8WKFbz88svcc889pKSkUKtWLebNm8ddd91lab9gwQJGjx7NnXfeiVar5cEHH2T69OmW497e3vzxxx+MGjWKli1bUqlSJV5//XWZQu0g8iowspBd8aTt2GH+RKOx+3L7CnNFSClAq6HuQ3ebk5f0BFjwEJzZCi4G6P8jVGtr11iFELc2q7uQilK7du3rVt69lp+fHwsXLrxhmyZNmrBu3TprwhPlhFRgrJSTA0D494twa9LEbmGs3BfLM4vMWwO0q+HHF4NaYXDVQ1o8fHM/xOwCVx8YuASqtLBbnEIIAbIXkigFMo3aOpZF43T2u1+Lt53m5Z/2YFLQvWEQ0/o0x1Wvg9SLMP8+OL8P3P1h0C8Q3NhucQohRB5JYITNySBe6yijuQKjcbLPj+Pirad56ac9gHlrgHfub4STTgvJsTDvXrgYDZ5BMGgZBNazS4xCCHEtSWCEzUkFxko55oRPY4cKzOJtpxn3szl5GdI+nDfuaWBefTfxDMy7B+KPgVdlGPwrVKpV5vEJIURhJIERNicVGOsoo/l+UcaDnn/YdppxP+1BqWuSl8snzMlLwinwrgaDl4Ff9SLPJ4QQZUkSGGFzRlPuLCSpwBRPbgKjcSq7+/Xj9jO8lJu8DIoIu5K8XDpq7jZKOgO+1c2VFx/ZlkMIUf5IAiNsTiow1smrwJRVF9LPO84w9sfdKAUD2lXjzXsbmpOXC9Hm5CUlFirVMY95MYSUSUxCCGEtSWCEzckYGOtYupDKYBDvkp1neOEHc/LSv2013rq3kTl5id1nnm2UdhECG5hnG3kGFn1CIYSwE0lghM1ZKjBaqcAUS+46MJpSvl9Ld57lhcXm5KVf22pMvK8RWq0Gzh+A+fdC2iUIbgIDl4KHf6nGIoQQN0sSGGFzUoEpPmUyQd4CkaVYgfll11meX7wLk4K+bUJ5Oy95uRB9JXkJaQaDloKb7DcmhCj/5E9kYXMyBsYKed1HlN4YmGW7z/Hc9+bkpU/rUN7p3dicvFw8Yp5tlHrBvDjdwCWSvAghHIa8wwiby9t5XCowRVOlnMD8uvscYxbtxKTMi9RNuj83eYk/Zk5eUs5DYEPzgF13P5tfXwghSoskMMLmpAup+FTOlQTG1lsJLN8Tw5jcysvDLasy+YHc5OXySfNso+RzEFDPPGBXkhchhIORBEbYnAzitYKpdCowK/bG8MyinRhNiodaVuW9B5uYk5eE0zDvbkg8Df61zZUXzwCbXVcIIcqKvMMIm5MKTPFd3YVkqwrM73tjePo7c/LyYIurkpekmCsr7PrVMC9S5xVkk2sKIURZkwRG2JwM4rVC7hRqtFqbTKNeue9K8vJA8yq8/1ATdFoNpMSZZxtdPg4+YebkRRapE0I4MHmHETYnFZjis1RgbFB9WbkvltELd5JjUtzfvAofPNzUnLykXjIvUnfxEBiqmpMX76o3fT0hhLAnSWCEzUkFxgo22kbgj/2xjF64gxyTonezykzJS17SL8M3vSHuAHgGmzdm9A2zQeBCCGFf8g4jbE4qMMVni32QVh84z6jc5OW+ZpX58JFm5uQlIwm+fRBi94BHgLny4l/TVqELIYRdSQIjbE4qMMVnmUZdwlV4/zxwnqcWbCfbqLinaWU+zKu8ZKbAgofh7HZw8zPPNgqoY8PIhRDCvuQdRticLGRnBWPJ90Fac/A8T+YmL3c3CeHjR5ripNNCVhp81wdObwJXb/P2AEENbBy4EELYlyQwwuakAlN8KjfZw8m6ZO+v/87z5Lc7yDYqejUOYeqjzczJS3YGfN8fTqwDZy8YsARCmpZC5EIIYV/yDiNszjIGRisVmKKovJ2odcXvQvr7vzhGfrODLKOJuxoHM7VPbvKSkwU/DIajf4HeAwb8CFVbllboQghhV5LACJuTCowVrBzEGxUdxxPfbCfLaKJno2Cm9WmOXqcFYzb8NBQOrQQnV+i3CKq1K83IhRDCruQdRticzEIqPssg3mIkMGsPXeDx3OSlR8NgpvfNTV5MRljyBBz8FXTO0GchVO9YypELIYR9SQIjbE4qMFYwFa8C88+hC4yYv42sHBPdGwbxSb+85MUEv4yGfT+BVg+PfAO17iyLyIUQwq7kHUbYnFRgii+vAqO5wSDedYevJC9dGwTxSd8W5uRFKVj+HOxeCBodPDQb6vYoq9CFEMKuJIERNpeXwEgFpmgqdxo1hQzi/ffwRYbP20Zmjoku9YOY2a8Fzk65ycvv42D7XNBo4YEvoMG9ZRe4EELYmbzDCJvL60KSCkwx5A3iLWAdmPVHLjJs3tbc5CWQT/tflbysehW2fA5o4L6Z0PihMg5cCCHsSxIYYXN5C9lJBaZols0cr1mJd8NVycud9QKZeXXy8sd42DTT3PCeqdCsX9kGLYQQ5YC8wwibkwqMFQqYRr3x6CWGzttKRraJO+oF8umAFrg46czJy59vwMYZ5oZ3fwwth9ghaCGEsD9JYITNWcbAlGB5/FuNZRBvbgKz6dglhs41Jy+d6wYw6+rkZc2bsH6a+Yl3TYFWQ+0VthBC2J28wwibkwpM8V0ZxKtj87FLPDZnK+nZRjrVCWDWgJZXkpe/3oZ/Pza37fkBtBlhv6CFEKIckARG2JzMQrJC7nihpCwTj801Jy8d6wTw+cCWuOpzE8CoybBuivnzHu9B28ftFKwQQpQf8g4jbE4Wsiu+vC6kPTEppGUZub12Jb7Il7y8C2vfM3/efRK0G2mnSIUQonyRdxhhU3nVF5AupOI4cT4RgCw03F67El8OanUleVn7vrn6AtDtbYgYZacohRCi/JEERthUXvUFpAJTlO0n45m77igAPl5u+ZOXf6bA3++YP+/6FrR/2k5RCiFE+STvMMKmpAJTPNtPXmbw7K1kZ5sH8bYI97+SvKz7CP6aaP78zjegw7N2ilIIIcovSWCETRlNUoEpyo5Tlxk8ewspmTnU8nMDwEmfu5Dd+mnm6dIAd7wGtz9vpyiFEKJ8k3cYYVP5KjBaqcBca+epywz+2py8tKvhR99Wlc0HnHSw4RNY/br5687joeOL9gtUCCHKOUlghE3JGJjC7TqdwKCvt5CcmUPb6n7MHtIaPQoATfxh8xYBAJGvQKexdoxUCCHKP3mHETYlY2AKtvt0AgO/3kxyZg5tqvsx57HWuDs7WaZRc267+d9O4yDyZfsFKoQQDkISGGFTUoG53p4zCQz4ejPJGTm0CfdjzhBz8gKgTm0GQKMBbn/RXH0RQghRJHmHETaVV4GR6ovZ3jOJDPjKnLy0DvdlzmOt8XDJHbC75UuI/gMATZVmcMf43ExGCCFEUSSBETYl2whcse9sIgO+3kxSRg6twnyZ81ibK8nL1q9hxYsolds4rJ0kL0IIYQV5lxE2JRs5mu07m0j/rzaTmJ5NyzBf5g5tg6clefkKludOjw5pCVzZjVoIIUTxSAIjbMpkkgrM/nPmyktiejYtqvkw97HWV5KXLV/C8hfMn0eMRlVrD4DGSRIYIYSwxq37LiNKxa1egTlwLon+X20mIS2b5tV8mDe0DV6uevPBTZ/Bity1Xdo/A93eRhlzBz3rnOwTsBBCOChJYIRNWXai1t5631rm5GUTCWnZNAu9JnnZ+CmsHGf+vMMY8/5GGg3kTqOWLiQhhLCO/NknbOpWrcAcjDEnL5fTsmka6sP8YW0wWJKXmbDqf+bPb3/BvEVA7oDdKxWYWy/hE0KImyEJjLCpW3EWUnRsMv2/2mxOXqp6M3/oVcnLhk+urLDbcSx0fjX/bCNTXgVGfhSFEMIa8ltT2JSlC+kWSWCiY5Pp9+Um4lOzaFLVm/nD2uLtlpu8rJ92ZW+jTuPMi9RdM1U6byVeGcQrhBDWkQRG2FTeLKRboQvp0Hlz8nIpNYvGVbz5ZuhVycu/H8OfE8yfR75S6PYAyphj/kQqMEIIYRX5rSls6lapwBy+KnlpVMXAt8Pa4u2em7ys+xDWvGX+PPJ/EDmu8BNZBvFW7PslhBC2JgmMsKlbYSuBI3HJ9P1yMxdTsmhY+ZrkZe0H8Pfb5s87jy9yV2mVW7FCZiEJIYRVJIERNmWZhaStmG/IR+JS6PPFZi6mZNIgxMCC4W3xcXc2H4x6D6ImmT+/4zXo+GLRJ8ztQpJBvEIIYR35rSlsqiJXYI5eSKHvl5u4mJJJ/WuTl78nw9p3zZ/f+Qbc/nyxzimDeIUQomQkgRE2VVHHwBy9kELfLzZxITmTesFeLBjeFl8PZ1AKoibD2vfMDbu8CbeNKfZ5LYN4K2jFSgghSoskMMKmKmIF5lhu8hKXm7wsHNEOv7zk5e934J8PzA27ToQOz1h3cqP5fkkFRgghrCMJjLCpiraQ3fGLqfT90py81A0yV14syctfE80zjgC6vQPtR1t9/isr8UoCI4QQ1pAERtiU0VRxthI4cTGVvl9s4nxSJnWCPFkwoi3+ni7m5GXNm+a1XgC6T4aIp0p2kRwZxCuEECVh1Z/JkydPpnXr1nh5eREYGEjv3r2Jjo6+rt3GjRu544478PDwwGAw0LFjR9LT0y3H4+Pj6d+/PwaDAR8fH4YNG0ZKSkq+c+zZs4fbb78dV1dXQkNDef/990v4EkVZqigVmJOXzJWX2KQMagd6snBEOyrlJS9/jL+SvPR4r+TJC7IXkhBClJRVvzXXrl3LqFGj2LRpE6tXryY7O5tu3bqRmppqabNx40Z69OhBt27d2LJlC1u3bmX06NH5difu378/+/fvZ/Xq1fz222/8888/PP7445bjSUlJdOvWjbCwMLZv384HH3zAhAkT+OKLL2zwkkVpqgiDeE9eSqXPF5uIScyg1rXJy+/jYOMMc8OeH0C7kTd1LSV7IQkhRIlY9Vtz5cqV+b6eO3cugYGBbN++nY4dOwLw3HPP8cwzz/Dyy1eWTq9bt67l84MHD7Jy5Uq2bt1Kq1atAPjkk0+46667mDJlCpUrV2bBggVkZWUxe/ZsnJ2dadiwIbt27eKjjz7Kl+hcLTMzk8zMTMvXSUlJ1rw0YSOWQbwOOqvm1KU0+uYmLzUDPFg4oi0BXi5gMsHy52H7HHPDu6dCq8du/oIyjVoIIUrkpv5MTkxMBMDPzw+AuLg4Nm/eTGBgIO3btycoKIhOnTrx77//Wp6zceNGfHx8LMkLQJcuXdBqtWzevNnSpmPHjjg7O1vadO/enejoaC5fvlxgLJMnT8bb29vyERoaejMvTZSQI1dgTsen0ffLTZzLTV6+e7wdgV6u5h2jlz2dm7xo4L6ZtklekEG8QghRUiV+lzGZTIwZM4YOHTrQqFEjAI4dOwbAhAkTGDFiBCtXrqRFixbceeedHD58GIDY2FgCAwPzncvJyQk/Pz9iY2MtbYKCgvK1yfs6r821XnnlFRITEy0fp0+fLulLEzfBUadRn45Po88XmzibkE6NAA++G5GbvBhzYMlI2PUtaLTwwBfQfIDtLmxZidex7pcQQthbiTveR40axb59+/JVV/J2In7iiSd47DHzX6jNmzdnzZo1zJ49m8mTJ99kuIVzcXHBxcWl1M4viscRKzBnLpsrL2cT0qlRyYNFI9oRaHAFYzb8PAL2LwGNDh76Ghreb9Nrq7x1YCSBEUIIq5QogRk9erRl8G3VqlUtj4eEhADQoEGDfO3r16/PqVOnAAgODiYuLi7f8ZycHOLj4wkODra0OX/+fL42eV/ntRHlk6NVYM4mpNPni02cuZxO9Uq53UYGV8jJgh8fg/9+A60eHp4L9e+2+fUtK/HKIF4hhLCKVX8mK6UYPXo0S5Ys4a+//qJ69er5joeHh1O5cuXrplYfOnSIsLAwACIiIkhISGD79u2W43/99Rcmk4m2bdta2vzzzz9kZ2db2qxevZq6devi6+tr3SsUZcqRKjDm5GUjZy6nE+7vzncj2hFkcIXsDPh+gDl50blAnwWlkrwAMohXCCFKyKp3mVGjRvHtt9+ycOFCvLy8iI2NJTY21rLGi0ajYezYsUyfPp0ff/yRI0eO8Nprr/Hff/8xbNgwwFyN6dGjByNGjGDLli2sX7+e0aNH06dPHypXrgxAv379cHZ2ZtiwYezfv5/vv/+eadOm8fzzxdsgT9hPXjdiea/AnEtIp+8Xmzgdn06YvzvfPd6OYG9XyEqDRX3h8CpwcoW+30Gd7qUWh2UQr4PO2hJCCHuxqm49a9YsACIjI/M9PmfOHIYMGQLAmDFjyMjI4LnnniM+Pp6mTZuyevVqatasaWm/YMECRo8ezZ133olWq+XBBx9k+vTpluPe3t788ccfjBo1ipYtW1KpUiVef/31QqdQi/LDESowMYnp9P1yE6fi06jmZ668hHi7QVYqLHwUTqwDvTv0+x6qdyzdYIxSgRFCiJKwKoFRShWr3csvv5xvHZhr+fn5sXDhwhueo0mTJqxbt86a8EQ5UN7HwMQmZtDni02cvGROXhY93o7KPm6QmQwLHoFTG8DZE/r/AGHtSz2evAqMDOIVQgjryMhBYVOWCoy2/FVgzMnLRk5eSiPUz43v8pKX9ARY8BCc2Qou3jDgJwhtXSYxXVkHRn4UhRDCGvJbU9hUea3AnE/KoO+XmzhxKY2qvm58N6IdVXzcIC0evn0Azu0EVx8YuASqtCi7wCybOZa/hE8IIcozSWCETZXHMTDnkzLo+8Umjl9MpYqPOXmp6usOqZfgm/sgdi+4+8PApRDSpExjU7mDnqUCI4QQ1pHfmsKmylsFJi638nIsN3lZ9Hg7Qv3cISUO5t0LFw6CRyAM+gWCGhR9QlvLq8DIIF4hhLCKJDAO7HLGZU4knbB3GPmcTTkLlI8KTFxybvJy4ZrkJSkG5t8LFw+BZzAM/hUC6tglRhnEK4QQJSMJjIPKNGZy79J7SchMsHcoBbJ3BeZCcib9vtzM0QupVPZ25bsRuclLwmlz8hJ/DAxVzMmLf82iT1gKlFLmXa4BnORHUQghrCG/NR3UxfSLJGQmoEFDNUM1e4eTj5uTG3fVuMtu1zcnL5s4EpdCiLcr3z3ejmr+7nDpKMy/DxJPg081c/LiG263OPPWgAHQlMNZW0IIUZ5JAuOgkrOSAajkVonf7v/NztGUHxdTzMnL4bgUgg2uLHq8HWH+HhB30Jy8pJwH/1owaBl4V7FrrOqqBEYG8QohhHXkt6aDyktgPJ097RxJ+XGpsOQlZjfM7w3p8RDYwDxg1zPQ3uFaBvCCDOIVQghrSQLjoJKykgDwcvaycyTlgzl52cyh8ykEGVz47vF2hFfygNNb4NuHIDMRKjeHAT+Du5+9wwXyV2BkEK8QQlhHEhgHlZKVAkgCAxCfmkX/rzYTfT6ZQC8XvhvRjuqVPOD4OvPeRtmpENoO+i8GV297h2uRvwtJEhghhLCGJDAOKq8LyaA32DkS+4pPzaLfl5v4LzY3eXm8HTUCPOHwn/B9f8jJgBqR0GchOHvYO9z88hIYjUYG8QohhJXkt6aDkjEwcDm38vJfbDIBXi4sHNGOmgGecPBX+K6POXmp0wP6fl/+kheuqsDIFGohhLCaJDAO6lYfA5OXvByMSaKSp7nbqFagJ+xZDIsHgykbGt4Pj34Leld7h1swyz5I0n0khBDWkgTGQaVk37pjYBLSshjw9WYOxCRRydOZRY+3NScv2+fCz4+DMkLTfvDg16DT2zvcQllW4ZXuIyGEsJr85nRQeV1IXvpbK4HJS172nzMnL+bKixdsmgW/PgsoaDUM7psJ2vJd2ZAuJCGEKDlJYByUJYG5hSowiWnZDPx6C/vOJuHv4czCEe2oHeQF/0yBlS+bG7V/Gnp9CI5Q1ZB9kIQQosTkTz8HdaslMGlZOQyas4W9ZxMtyUudQE9Y8xas+9DcKPIV6DQONBr7BltMVyowksAIIYS1JIFxULdSApNjNPH0wp3sPp2Ar7ueBSPaUjfIE1a+AptnmRt1nQgdnrFvoFZSeYN4y3lXlxBClEeSwDio5OxbJ4H54I9o1vwXh4uTlq8Gt6ZeoId5vMuOeeYGd02BNiPsG2RJ5O5ELV1IQghhPUlgHJBS6papwPz133k+X3sMgA8faUrLql6wZCTsXQwarXmwbrN+do6yZPIqMDKIVwghrCe/OR1QWk4aJmX+670iJzDnEtJ5YfFuAAZHhHF3A3/4YTD89xtoneCBL6HRA3aO8ibIIF4hhCgxSWAcUF71xUnrhKuunC7SdpOyjSae+W4nl9OyaVTFwP+614DvB8DhP0DnDI/Mh7o97R3mTVE5uYN4dQ4wY0oIIcoZSWAc0NVrwGgcZMaNtT5afYhtJy/j5eLEzD5NcPnlCXPy4uQGfb+Dmp3tHeLNM+VVYOTHUAghrCV/+jmgij7+JSo6jllRRwF498EmhG2ZCAeXmSsvfRdWjOSFq1bilS4kIYSwmiQwDqgibyMQm5jB87njXga2C6NX5grY+qX54INfQ8077BidbckgXiGEKDlJYBxQRd3IMSd33Et8ahYNQgy81vAi/P6S+eCdr0ODe+0boK3JXkhCCFFi8qefA6qoXUgz/z7KlhPxeDjr+PxuP5x/7AWmHGj8MNz2vL3DszllNM8kk5V4hRDCepLAOKCKmMDsO5vIJ38dBuC9u6sT+vtASL8MVVrCvZ+U++0BUtatI2n5ClCq2M/JPnsWkEG8QghREvKb044upl/kqT+fsvp5cWlxQMXZiTozx8jzi3eRY1Lc1TCQXkdeg4vR4FUZ+iwEvZu9QyxS7Ntvk33yVImeq/P1tXE0QghR8UkCY0c5phwOxh8s8fOre1e3YTT2M/XPwxw6n4K/hzNTgv5As2EVOLlCnwXgFWzv8IrFlGSuivkNHYqTv3+xn6fRO+HVvXtphSWEEBWWJDB25Ovqy6wus0r0XE+9J00Cmtg4orK349RlPl9rnjL9ecRl3P/9wHzg7qlQpYX9ArOSyswEwLfPozhXq2bnaIQQouKTBMaOXHQu3FblNnuHYTfpWUZeXLwbk4KhDbW02jYWUNBqKDTra+/wrGLKygJA4+Ji50iEEOLWIPM3hd28v+o/jl1MJdRLw/9SJkNGgnnQbo937R2aVVRODuSu6aJxdrZzNEIIcWuQBEbYxcajl5iz/gQA31dbgtP53eDmBw/PAyfHqmKo3OoLgFYqMEIIUSYkgRFlLiUzh7E/mlfbnVJzD5WPLgY08NDX4BNq3+BKwJQ7/gWkAiOEEGVFEhhR5iatOMiZy+l0NpzjwdiPzQ/e8arDbhNgqcA4OaGRbQGEEKJMSAIjytTaQxdYuPkU3qQwSz8VjTET6vSE216wd2glljcDSbqPhBCi7EgCI8pMYno2437cgwYTPwbOwTX1DPiGw/2fgQPvB2TKyABkBpIQQpQlx33XEA7nrV8PEJuUwetev1E7aaN5sbpHvwU3H3uHdlNUpkyhFkKIsiYJjCgTqw+c56cdZ4jU7mZI9vfmB++eCsGN7RqXLais3C4kGcArhBBlRhIYUeriU7N45ee9VNVcYJbbLDQOulhdYfLGwEgFRgghyo5MmRCl7rVf9pGcksxC9+m4GZMccrG6GzFJAiOEEGVOEhhRqn7bc47le2J4Tz+POqajDrtY3Y1cGQMjXUhCCFFWpAtJlJq45AxeW7qPR3R/86jubxx5sbobuTIGpuIkZUIIUd5JAiNKhVKK//28jyrp0bytn2t+0IEXq7sR6UISQoiyJ11IolT8vOMsWw8e5TeXaTiT7fCL1d2IpQvJVRIYIYQoK5LACJvKMZr4/J9jTP8zms/1MwnVXADf6g6/WN2NWFbilS4kIYQoM5LACJuJjk1m7I+72XvmMmOdFhOp241yckPz6DcOv1jdjZgyZSVeIYQoa5LAiJuWV3WZ9udhQk2n+dF1Ni05CIDm7o8rxGJ1NyIr8QohRNmTBEbclOjYZF78YTeHzl5glNMyRrksw4kc0LtDlwkVZrG6G7mymaNMoxZCiLIiCYwokWyjic/XHmXamsO0VPtZ5fo14cSYD9buBndNAd8w+wZZRvKmUWtkDIwQQpQZSWCE1f6LTeLFH3Zz5uxZ3nFayCP6teYDnkHQ8z1o0Bs0GrvGWJZkGrUQQpQ9SWBEsWUbTXwWdZTpfx2il/qX+a7f4EcyCg2aVkPhztcr9GDdwshKvEIIUfYkgRHFcjDGXHVJiTnEbKfZ3K7bZz4Q2ADNPdMgtI19A7SjK2NgpAIjhBBlRRIYcUPZRhOzoo7y2V8HGcKvPOOyBFeyUU6uaDq9BBFPg9OtXXkwyRgYIYQoc5LAiEIdOJfE2B934xKzjSX6r6irPWM+UCPSPD3ar4Z9AywnZCVeIYQoe5LAiOtkG018+vdR5v61ixe03zHAZQ0Ayr0Smh6TofHDt9Qg3aKoDPNCdtKFJIQQZUcSGJHP/nOJjF28m5pxq1il/5ZATYL5QPMBaLpOBHc/u8ZXHlm6kCSBEUKIMmPV5jSTJ0+mdevWeHl5ERgYSO/evYmOji6wrVKKnj17otFoWLp0ab5jp06dolevXri7uxMYGMjYsWPJycnJ1yYqKooWLVrg4uJCrVq1mDt3rlUvTFgnK8fEx6sP8cyMn3j50v/4xHkGgZoElH9tGLIc7pspyUshLF1IMgZGCCHKjFUJzNq1axk1ahSbNm1i9erVZGdn061bN1JTU69rO3XqVDQFdDMYjUZ69epFVlYWGzZsYN68ecydO5fXX3/d0ub48eP06tWLzp07s2vXLsaMGcPw4cNZtWpVCV6iKMr+c4k8NCMKY9T7rNC/REfdXpTOBTq/iubJ9RB+m71DLNdkJV4hhCh7GqWUKumTL1y4QGBgIGvXrqVjx46Wx3ft2sXdd9/Ntm3bCAkJYcmSJfTu3RuA33//nbvvvptz584RFBQEwGeffca4ceO4cOECzs7OjBs3juXLl7Nv3z7LOfv06UNCQgIrV64sMJbMzEwyc99IAJKSkggNDSUxMRGDwVDSl1ihZeWYmPn3EbZFLeMt3VfU1JpX0lU1OqPp9SH417RzhI7h8O0dyblwgepLfsa1fn17hyOEEA4tKSkJb2/vIt+/rarAXCsxMREAP78rXQtpaWn069ePmTNnEhwcfN1zNm7cSOPGjS3JC0D37t1JSkpi//79ljZdunTJ97zu3buzcePGQmOZPHky3t7elo/Q0NCbeWkV3r6ziQycvpxq/zzPAv1EampjMLkHwINfoxm4RJIXK5iyZDNHIYQoayUexGsymRgzZgwdOnSgUaNGlsefe+452rdvz3333Vfg82JjY/MlL4Dl69jY2Bu2SUpKIj09HTc3t+vO+8orr/D8889bvs6rwIj8snJMzFgTzcV1X/O5biE+ulQUGmg1DO2dr92SK+nerLwuJBkDI4QQZafECcyoUaPYt28f//77r+WxZcuW8ddff7Fz506bBGcNFxcXXOQv4BvadzaRTxYtY3jidFo7HQIgJ7ARTvdOg6qt7BydY1JKyRgYIYSwgxIlMKNHj+a3337jn3/+oWrVqpbH//rrL44ePYqPj0++9g8++CC33347UVFRBAcHs2XLlnzHz58/D2DpcgoODrY8dnUbg8FQYPVF3FhWjolZq/fgumEKM7Qr0GuN5OjcceoyHqc2T4BOZtOXWHY25A4j07i62jkYIYS4dVj1zqWU4umnn2bJkiVERUVRvXr1fMdffvllhg8fnu+xxo0b8/HHH3PPPfcAEBERwTvvvENcXByBgYEArF69GoPBQIMGDSxtVqxYke88q1evJiIiwrpXJ9h7JpEfvvuKx1M+paruIgCZte/C5e4PwLtqEc8WRTFdNXBcxsAIIUTZsSqBGTVqFAsXLuSXX37By8vLMmbF29sbNzc3goODCxy4W61aNUuy061bNxo0aMDAgQN5//33iY2NZfz48YwaNcrSBTRy5EhmzJjBSy+9xNChQ/nrr79YvHgxy5cvv9nXe8vIzDEyZ8V6wrdN5C3tFtBAuntl3O77CJe6Pe0dXoWhrk5g9Ho7RiKEELcWqxKYWbNmARAZGZnv8Tlz5jBkyJBinUOn0/Hbb7/x5JNPEhERgYeHB4MHD+att96ytKlevTrLly/nueeeY9q0aVStWpWvvvqK7t27WxPuLWvPqYtsWDiZAenf4qnNwIiWrNZP4db1f+DsYe/wKhTLAF4XlwLXPRJCCFE6rO5CslZBzwkLC7uui+hakZGRdhkM7Mgyc4wsXrqU5nveYqT2BGgg3r85fo/MxC2oob3Dq5BMmTKFWggh7EFGb1YQ+46d4tiicfTP/B2tVpGq9YIub+LX7jHQ3tRyP+IGlGUfJJmBJIQQZUkSGAeXmZ3Dqu8/pd3hD2mkSQANnK12H1Ue+RA8A+wdXoVnmUIta8AIIUSZkgTGQWVk5XBwz2aMv7/KvcadoIHz+lDcHphOlfp32Du8W4YpU3aiFkIIe5AExgGYjCZOnjxMzIFNZJ/ehlf8PqpnHaK5JgWATPScavAktR8YD07yRlqWlIyBEUIIu5AEppxRShEXe4bT+9aTfmIb7hf3UC0jmuqaBPKtuqOBLJw44tWGKo9+RO2qsomgPeSNgdFKAiOEEGVKEhgrXTy0n8yEeJudTym4HHOU1FO7cb54gKD0IwRyGb9r2qUrJ2KcQkky1EYb0hj/mi0ICG9IbZ158Gj22bM2i0kUX3aMeS0kqcAIIUTZkgTGSjHPDcXpaJJNz+kEeOd+noQzSQQV0jITF/YB+0jiO2wbhbgZGmeZhSSEEGVJEhgrKZ0Wjc769XBueE5AoQWNFo1Gg0arBWRRNEeh0esxdO9m7zCEEOKWIgmMlZos22jvEIQQQohbnqxwJoQQQgiHIwmMEEIIIRyOJDBCCCGEcDiSwAghhBDC4UgCI4QQQgiHIwmMEEIIIRyOJDBCCCGEcDiSwAghhBDC4UgCI4QQQgiHIwmMEEIIIRyOJDBCCCGEcDiSwAghhBDC4UgCI4QQQgiHIwmMEEIIIRyOk70DKC1KKQCSkpLsHIkQQgghiivvfTvvfbwwFTaBSU5OBiA0NNTOkQghhBDCWsnJyXh7exd6XKOKSnEclMlk4ty5c3h5eaHRaGx23qSkJEJDQzl9+jQGg8Fm562o5H4Vn9yr4pN7VXxyr4pP7lXxlea9UkqRnJxM5cqV0WoLH+lSYSswWq2WqlWrltr5DQaDfINbQe5X8cm9Kj65V8Un96r45F4VX2ndqxtVXvLIIF4hhBBCOBxJYIQQQgjhcCSBsZKLiwtvvPEGLi4u9g7FIcj9Kj65V8Un96r45F4Vn9yr4isP96rCDuIVQgghRMUlFRghhBBCOBxJYIQQQgjhcCSBEUIIIYTDkQRGCCGEEA5HEhhg1qxZNGnSxLIgT0REBL///rvleEZGBqNGjcLf3x9PT08efPBBzp8/n+8cp06dolevXri7uxMYGMjYsWPJyckp65dS6oq6V5GRkWg0mnwfI0eOzHeOW+VeXevdd99Fo9EwZswYy2PyvVWwgu6VfG9dMWHChOvuRb169SzH5fvqiqLulXxf5Xf27FkGDBiAv78/bm5uNG7cmG3btlmOK6V4/fXXCQkJwc3NjS5dunD48OF854iPj6d///4YDAZ8fHwYNmwYKSkptg9WCbVs2TK1fPlydejQIRUdHa3+97//Kb1er/bt26eUUmrkyJEqNDRUrVmzRm3btk21a9dOtW/f3vL8nJwc1ahRI9WlSxe1c+dOtWLFClWpUiX1yiuv2OsllZqi7lWnTp3UiBEjVExMjOUjMTHR8vxb6V5dbcuWLSo8PFw1adJEPfvss5bH5XvreoXdK/neuuKNN95QDRs2zHcvLly4YDku31dXFHWv5Pvqivj4eBUWFqaGDBmiNm/erI4dO6ZWrVqljhw5Ymnz7rvvKm9vb7V06VK1e/dude+996rq1aur9PR0S5sePXqopk2bqk2bNql169apWrVqqb59+9o8XklgCuHr66u++uorlZCQoPR6vfrhhx8sxw4ePKgAtXHjRqWUUitWrFBarVbFxsZa2syaNUsZDAaVmZlZ5rGXtbx7pZT5l8HVbzrXuhXvVXJysqpdu7ZavXp1vvsj31vXK+xeKSXfW1d74403VNOmTQs8Jt9X+d3oXikl31dXGzdunLrtttsKPW4ymVRwcLD64IMPLI8lJCQoFxcX9d133ymllDpw4IAC1NatWy1tfv/9d6XRaNTZs2dtGq90IV3DaDSyaNEiUlNTiYiIYPv27WRnZ9OlSxdLm3r16lGtWjU2btwIwMaNG2ncuDFBQUGWNt27dycpKYn9+/eX+WsoK9feqzwLFiygUqVKNGrUiFdeeYW0tDTLsVvxXo0aNYpevXrl+x4C5HurAIXdqzzyvXXF4cOHqVy5MjVq1KB///6cOnUKkO+rghR2r/LI95XZsmXLaNWqFQ8//DCBgYE0b96cL7/80nL8+PHjxMbG5vve8vb2pm3btvm+t3x8fGjVqpWlTZcuXdBqtWzevNmm8VbYzRyttXfvXiIiIsjIyMDT05MlS5bQoEEDdu3ahbOzMz4+PvnaBwUFERsbC0BsbGy+b+6843nHKprC7hVAv379CAsLo3LlyuzZs4dx48YRHR3Nzz//DNx692rRokXs2LGDrVu3XncsNjZWvreucqN7BfK9dbW2bdsyd+5c6tatS0xMDG+++Sa33347+/btk++ra9zoXnl5ecn31VWOHTvGrFmzeP755/nf//7H1q1beeaZZ3B2dmbw4MGW11vQ/bj6eyswMDDfcScnJ/z8/Gx+vySByVW3bl127dpFYmIiP/74I4MHD2bt2rX2Dqtc+n97dx9TVf3HAfx99QZcuPG0C0KNQJ4CDOGKgBQCE0dBDwwbEGPLpGUmbeoci62w1QKJZWS5xoqiB2vTZkqMqSDiHeriad7AiRCIXf5wsMWocCbJ/fz+8MeJI+DD7wfilfdru9s953zP93zPhw/sw3mcKVZhYWHYuHGj0i48PBze3t5ITk5GX18fAgIC5nHUd9/AwAC2bNmC+vp6ODg4zPdw7mm3Eyvm1r9SU1OV78uXL0dsbCx8fX2xf/9+6HS6eRzZvedmsXr55ZeZV5NYrVasXLkSJSUlAACj0YizZ8+ioqIC69evn+fRTcVTSP9lZ2eHwMBAREVFYefOnYiIiMDu3bvh5eWFsbExjIyMqNoPDg7Cy8sLAODl5TXlCv+J6Yk295OZYjWd2NhYAEBvby+AhRWr9vZ2DA0NYcWKFdBqtdBqtTCZTPj444+h1WqxZMkS5tZ/3SpW4+PjU9ZZyLl1I1dXVwQHB6O3t5d/s25hcqyms5DzytvbWzmaPiE0NFQ55Taxv9PFY3JuDQ0NqZZfu3YNw8PDsx4vFjAzsFqtuHr1KqKiovDAAw+goaFBWdbd3Q2LxaJc9xEXF4fOzk7VD62+vh7Ozs5TkuF+NBGr6ZjNZgDXfzGAhRWr5ORkdHZ2wmw2K5+VK1ciNzdX+c7cuu5WsVq8ePGUdRZybt1odHQUfX198Pb25t+sW5gcq+ks5Lx64okn0N3drZrX09MDX19fAMDSpUvh5eWlyq0///wTzc3NqtwaGRlBe3u70ub48eOwWq1KcThrZvWSYBtVWFgoJpNJ+vv7paOjQwoLC0Wj0UhdXZ2IXL8l8ZFHHpHjx49LW1ubxMXFSVxcnLL+xG12KSkpYjab5ciRI+Lh4XFf3mZ3s1j19vbKu+++K21tbdLf3y/V1dXi7+8vCQkJyvoLKVbTufGOB+bWzCbHirmltn37djlx4oT09/fLqVOnZO3atWIwGGRoaEhEmFeT3SxWzCu1lpYW0Wq1UlxcLL/++qt899134ujoKHv37lXalJaWiqurq1RXV0tHR4ekp6dPexu10WiU5uZmOXnypAQFBfE26rmSl5cnvr6+YmdnJx4eHpKcnKwULyIiV65ckc2bN4ubm5s4OjpKRkaGXLp0SdXHxYsXJTU1VXQ6nRgMBtm+fbv8888/d3tX5tzNYmWxWCQhIUHc3d3F3t5eAgMDpaCgQPVMBZGFE6vp3FjAMLdmNjlWzC217Oxs8fb2Fjs7O3n44YclOztb9awO5tW/bhYr5tVUNTU18thjj4m9vb2EhITIZ599plputVqlqKhIlixZIvb29pKcnCzd3d2qNr///rvk5OSIXq8XZ2dn2bBhg/z111+zPlaNiMjsHtMhIiIimlu8BoaIiIhsDgsYIiIisjksYIiIiMjmsIAhIiIim8MChoiIiGwOCxgiIiKyOSxgiIiIyOawgCEiIroPFRcX4/HHH4ejo+OUt5PfTFdXF5577jm4uLjAyckJ0dHRyvuQAODVV19FQEAAdDodPDw8kJ6ejvPnz9/R2Pz8/KDRaKZ88vPzb7sPFjBEdNclJSVh69atMy738/PDRx99NGvbm+3+iO4VSUlJ+Oqrr6ZdNjY2hszMTLz22mu33V9fXx/i4+MREhKCEydOoKOjA0VFRaq3xEdFRaGqqgpdXV04evQoRAQpKSnTvnR1Jq2trbh06ZLyqa+vBwBkZmbedh/a225JRERENuOdd94BgBkLnOm8+eabSEtLQ1lZmTIvICBA1Wbjxo3Kdz8/P7z33nuIiIjAxYsXlbZnz55FQUEBmpqa4OTkhJSUFJSXl8NgMAAAPDw8VH2WlpYiICAAiYmJtz1WHoEhIiIiWK1W1NbWIjg4GE8++SQ8PT0RGxuLQ4cOzbjO5cuXUVVVhaVLl8LHxwcAMDIygjVr1sBoNKKtrQ1HjhzB4OAgsrKypu1jbGwMe/fuRV5eHjQazW2PlwUMEc2La9eu4fXXX4eLiwsMBgOKioow06vZLBYL0tPTodfr4ezsjKysLAwODqra1NTUIDo6Gg4ODjAYDMjIyJhx25WVlXB1dUVDQ8Os7hORLRsaGsLo6ChKS0vx1FNPoa6uDhkZGVi3bh1MJpOq7aeffgq9Xg+9Xo/Dhw+jvr4ednZ2AIA9e/bAaDSipKQEISEhMBqN+PLLL9HY2Iienp4p2z106BBGRkbw0ksv3dF4WcAQ0bz4+uuvodVq0dLSgt27d+PDDz9EZWXllHZWqxXp6ekYHh6GyWRCfX09Lly4gOzsbKVNbW0tMjIykJaWhjNnzqChoQExMTHTbresrAyFhYWoq6tDcnLynO0f0VwoKSlRCge9Xo+mpiZs2rRJNW/yBbd3wmq1AgDS09Oxbds2REZGorCwEM888wwqKipUbXNzc3HmzBmYTCYEBwcjKysLf//9NwDgl19+QWNjo2pMISEhAK5fY3OjL774AqmpqXjooYfuaLy8BoaI5oWPjw/Ky8uh0Wjw6KOPorOzE+Xl5XjllVdU7RoaGtDZ2Yn+/n7lEPU333yDZcuWobW1FdHR0SguLsYLL7ygnPMHgIiIiCnbfOONN/Dtt9/CZDJh2bJlc7uDRHNg06ZNqlMxubm5eP7557Fu3Tpl3p0WAhMMBgO0Wi3CwsJU80NDQ3Hy5EnVPBcXF7i4uCAoKAirVq2Cm5sbDh48iJycHIyOjuLZZ5/F+++/P2Ub3t7equnffvsNx44dw48//njH42UBQ0TzYtWqVarz3XFxcdi1a9eUOxm6urrg4+OjFC8AEBYWBldXV3R1dSE6Ohpms3lK4XOjXbt24fLly2hra4O/v//s7gzRXeLu7g53d3dlWqfTwdPTE4GBgf9333Z2doiOjkZ3d7dqfk9PD3x9fWdcT0QgIrh69SoAYMWKFThw4AD8/Pyg1d68zKiqqoKnpyeefvrpOx4vTyERkc3T6XS3bLN69WqMj49j//79d2FERPPPYrHAbDbDYrFgfHwcZrMZZrMZo6OjSpuQkBAcPHhQmS4oKMC+ffvw+eefo7e3F3v27EFNTQ02b94MALhw4QJ27tyJ9vZ2WCwWnD59GpmZmdDpdEhLSwMA5OfnY3h4GDk5OWhtbUVfXx+OHj2KDRs2qP5BsVqtqKqqwvr1629Z6EyHBQwRzYvm5mbV9M8//4ygoCAsXrxYNT80NBQDAwMYGBhQ5p07dw4jIyPKoe7ly5ff8oLcmJgYHD58GCUlJfjggw9maS+I7l07duyA0WjE22+/jdHRURiNRuXOoAnd3d34448/lOmMjAxUVFSgrKwM4eHhqKysxIEDBxAfHw8AcHBwQFNTE9LS0hAYGIjs7Gw8+OCDOH36NDw9PQFcP4V16tQpjI+PIyUlBeHh4di6dStcXV2xaNG/ZcexY8dgsViQl5f3v+2gEBHdZYmJiaLX62Xbtm1y/vx5+f7778XJyUkqKipERMTX11fKy8tFRMRqtUpkZKSsXr1a2tvbpbm5WaKioiQxMVHpr7GxURYtWiQ7duyQc+fOSUdHh5SWlirLJ/fX1NQker1emSYi28QjMEQ0L1588UVcuXIFMTExyM/Px5YtW1QPyJqg0WhQXV0NNzc3JCQkYO3atfD398e+ffuUNklJSfjhhx/w008/ITIyEmvWrEFLS8u0242Pj0dtbS3eeustfPLJJ3O2f0Q0tzQiMzx4gYiIiOgexSMwREREZHNYwBAREZHNYQFDRERENocFDBEREdkcFjBERERkc1jAEBERkc1hAUNEREQ2hwUMERER2RwWMERERGRzWMAQERGRzWEBQ0RERDbnP2R6UQzCgQtnAAAAAElFTkSuQmCC\n", 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" ] @@ -784,13 +757,195 @@ } ], "source": [ - "average_price_df[16000000 < average_price_df.index].plot()" + "average_price_df.drop('current_price', axis=1)[(16300300 <= average_price_df.index) & (average_price_df.index <= 16300600)].plot()" + ] + }, + { + "cell_type": "markdown", + "id": "2e997522", + "metadata": {}, + "source": [ + "# Reserve based price vs Volume weighted average price\n", + "\n", + "Price is usually measured by the state of the reserves at the end of a block. Another way to meausre price is considering the rate each swap executes at. This can be chaotic with multiple swaps in either direction in a block, but we might group these rates within a block using a volume weighted average. Lets compare how these values would differ from a reserved based price" ] }, { "cell_type": "code", - "execution_count": 8, - "id": "43b8a93b", + "execution_count": 10, + "id": "33c10a67", + "metadata": {}, + "outputs": [], + "source": [ + "prices_df = DataFrame(block_df[\"block\"])\n", + "\n", + "# Add reserve based price\n", + "prices_df[\"reserve0/reserve1\"] = block_df[\"reserve0\"] / block_df[\"reserve1\"]\n", + "prices_df[\"reserve1/reserve0\"] = 1 / prices_df[\"reserve0/reserve1\"]\n", + "\n", + "# Add Volume based price, use last price if no volume exists\n", + "prices_df[\"volume0/volume1\"] = (block_df[\"amount0In\"] + block_df[\"amount0Out\"]).divide(\n", + " (block_df[\"amount1In\"] + block_df[\"amount1Out\"]).replace({ 0 : np.nan })).fillna(method='ffill')\n", + "prices_df[\"volume1/volume0\"] = 1 / prices_df[\"volume0/volume1\"]\n", + "\n", + "# sperated volume values\n", + "prices_df[\"volume_sell_0_0per1\"] = (block_df[\"amount0In\"]).divide(\n", + " (block_df[\"amount1Out\"]).replace({ 0 : np.nan })).fillna(method='ffill')\n", + "prices_df[\"volume_sell_1_0per1\"] = (block_df[\"amount0Out\"]).divide(\n", + " (block_df[\"amount1In\"]).replace({ 0 : np.nan })).fillna(method='ffill')\n", + "prices_df[\"volume_sell_0_1per0\"] = 1 / prices_df[\"volume_sell_0_0per1\"]\n", + "prices_df[\"volume_sell_1_1per0\"] = 1 / prices_df[\"volume_sell_1_0per1\"]\n", + "\n", + "prices_df = prices_df.set_index('block')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "173aec96", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " reserve0/reserve1 reserve1/reserve0 volume0/volume1 \\\n", + "block \n", + "11876000 51.70241 0.019341 16.895043 \n", + "11876001 5.98772 0.167008 16.895043 \n", + "11876002 5.98772 0.167008 16.895043 \n", + "11876003 5.98772 0.167008 16.895043 \n", + "11876004 5.98772 0.167008 16.895043 \n", + "\n", + " volume1/volume0 volume_sell_0_0per1 volume_sell_1_0per1 \\\n", + "block \n", + "11876000 0.059189 5.888324 17.216868 \n", + "11876001 0.059189 5.888324 17.216868 \n", + "11876002 0.059189 5.888324 17.216868 \n", + "11876003 0.059189 5.888324 17.216868 \n", + "11876004 0.059189 5.888324 17.216868 \n", + "\n", + " volume_sell_0_1per0 volume_sell_1_1per0 \n", + "block \n", + "11876000 0.169828 0.058083 \n", + "11876001 0.169828 0.058083 \n", + "11876002 0.169828 0.058083 \n", + "11876003 0.169828 0.058083 \n", + "11876004 0.169828 0.058083 " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "prices_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "164c2672", "metadata": {}, "outputs": [ { @@ -799,13 +954,13 @@ "" ] }, - "execution_count": 8, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -815,13 +970,14 @@ } ], "source": [ - "average_price_df[(16250000 <= average_price_df.index) & (average_price_df.index <= 16325000)].plot()" + "prices_df[[\"volume0/volume1\", \"reserve0/reserve1\"]] \\\n", + " [(16300150 <= prices_df.index) & (prices_df.index <= 16300450)].plot(linewidth=2)" ] }, { "cell_type": "code", - "execution_count": 9, - "id": "ff41527d", + "execution_count": 13, + "id": "bb063c82", "metadata": {}, "outputs": [ { @@ -830,13 +986,13 @@ "" ] }, - "execution_count": 9, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -846,13 +1002,44 @@ } ], "source": [ - "average_price_df.drop('current_price', axis=1)[(16300300 <= average_price_df.index) & (average_price_df.index <= 16300600)].plot()" + "prices_df[[\"volume1/volume0\", \"reserve1/reserve0\"]] \\\n", + " [(16300150 <= prices_df.index) & (prices_df.index <= 16300450)].plot(linewidth=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "7eedf7fa", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "to_plot = prices_df[[\"reserve0/reserve1\", \"volume_sell_0_0per1\", \"volume_sell_1_0per1\", \"volume0/volume1\"]] \\\n", + " [(16300300 <= prices_df.index) & (prices_df.index <= 16300450)]\n", + "plt.plot(to_plot[[\"reserve0/reserve1\"]], label = \"reserve0/reserve1\", linewidth=5)\n", + "plt.plot(to_plot[[\"volume_sell_0_0per1\", \"volume_sell_1_0per1\"]], label = [\"volume_sell_0_0per1\", \"volume_sell_1_0per1\"], linewidth=4)\n", + "plt.plot(to_plot[[\"volume0/volume1\"]], label = \"volume0/volume1\", linewidth=2)\n", + "plt.xlabel(\"block\")\n", + "plt.ylabel('price')\n", + "plt.legend()\n", + "plt.show()" ] }, { "cell_type": "code", "execution_count": null, - "id": "4b7d87e2", + "id": "1af4bc10", "metadata": {}, "outputs": [], "source": [] From 5502722c440d74d1264d4cdf1d637bd4fda13e41 Mon Sep 17 00:00:00 2001 From: Will Fey Date: Thu, 2 Feb 2023 13:36:56 -0700 Subject: [PATCH 3/3] Reorg oracle df and tried to order things in a more coherent way Created an OracleBuilder to help make an oracle_df easier to have a place to inject trades in the future to model out oracle behavior with in hypothetical situations. Also added README about how to operate the code. --- .gitignore | 4 +- ...baB616Fe88a89A35080516a8928F38B518b_df.pkl | Bin 0 -> 5538651 bytes README.md | 22 +- data-analysis.ipynb | 1651 ++++++++++------- poetry.lock | 442 ++++- pyproject.toml | 4 +- test/local_node/test_scanner_with_node.py | 14 +- 7 files changed, 1408 insertions(+), 729 deletions(-) create mode 100644 0x85Cb0baB616Fe88a89A35080516a8928F38B518b_df.pkl diff --git a/.gitignore b/.gitignore index c17e4e6..17ec257 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,5 @@ .idea .ipynb_checkpoints -test/local_node/state +data/ +test/local_node/state/ + diff --git a/0x85Cb0baB616Fe88a89A35080516a8928F38B518b_df.pkl b/0x85Cb0baB616Fe88a89A35080516a8928F38B518b_df.pkl new file mode 100644 index 0000000000000000000000000000000000000000..7289de8156e18d074f59ac0b4d851709cb72fdf8 GIT binary patch literal 5538651 zcmeFa%a1fkmfcq+i4X_~AheK{YRpC`^&Et{eSx>fBLU~`0?te8UOCj=YRG4_0PB8kAJiN^7B8vj(-?$uYdpBU;dl_{g?msm!E$APyX_6 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