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__author__ = 'saeedamen' # Saeed Amen | ||
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# | ||
# Copyright 2016-2020 Cuemacro | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the | ||
# License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an | ||
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# | ||
# See the License for the specific language governing permissions and limitations under the License. | ||
# | ||
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if __name__ == '__main__': | ||
###### below line CRUCIAL when running Windows, otherwise multiprocessing doesn't work! (not necessary on Linux) | ||
from findatapy.util import SwimPool; SwimPool() | ||
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# choose run_example = 0 for everything | ||
# run_example = 1 - download EURUSD free tick data from DukasCopy example | ||
# run_example = 2 - download S&P500 free tick data from DukasCopy example | ||
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run_example = 2 | ||
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if run_example == 1 or run_example == 0: | ||
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####### DukasCopy examples | ||
# let's download data for 14 Jun 2016 for EUR/USD - the raw data has bid/ask, if we specify close, we calculate | ||
# it as the average | ||
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from findatapy.market import Market, MarketDataRequest, MarketDataGenerator | ||
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market = Market(market_data_generator=MarketDataGenerator()) | ||
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# first we can do it by defining all the vendor fields, tickers etc. so we bypass the configuration file | ||
md_request = MarketDataRequest(start_date='14 Jun 2016', finish_date='15 Jun 2016', | ||
fields=['bid'], vendor_fields=['bid'], | ||
freq='tick', data_source='dukascopy', | ||
tickers=['EURUSD'], vendor_tickers=['EURUSD']) | ||
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df = market.fetch_market(md_request) | ||
print(df.tail(n=10)) | ||
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if run_example == 2 or run_example == 0: | ||
####### Dukascopy S&P500 example | ||
from findatapy.market import Market, MarketDataRequest, MarketDataGenerator | ||
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market = Market(market_data_generator=MarketDataGenerator()) | ||
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md_request = MarketDataRequest(start_date='14 Jun 2016', finish_date='15 Jun 2016', | ||
fields=['bid', 'ask'], vendor_fields=['bid', 'ask'], | ||
freq='tick', data_source='dukascopy', | ||
tickers=['S&P500'], vendor_tickers=['USA500IDXUSD']) | ||
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# Careful need to divide by 1000.0 | ||
df = market.fetch_market(md_request) / 1000.0 | ||
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print(df) |