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MAINT: PEP8 compliance
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+19
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@@ -12,7 +12,6 @@
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import datetime
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import os
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from collections import OrderedDict
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@@ -129,11 +128,13 @@ def load_crypto_market_data(trading_day=None, trading_days=None,
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# before this date.
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'''
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if(bundle_data):
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# If we are using the bundle to retrieve the cryptobenchmark, find the last
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# date for which there is trading data in the bundle
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asset = bundle_data.asset_finder.lookup_symbol(symbol=bm_symbol,as_of_date=None)
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# If we are using the bundle to retrieve the cryptobenchmark, find
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# the last date for which there is trading data in the bundle
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asset = bundle_data.asset_finder.lookup_symbol(
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symbol=bm_symbol,as_of_date=None)
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ix = bundle_data.daily_bar_reader._last_rows[asset.sid]
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last_date = pd.to_datetime(bundle_data.daily_bar_reader._spot_col('day')[ix],unit='s')
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last_date = pd.to_datetime(
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bundle_data.daily_bar_reader._spot_col('day')[ix],unit='s')
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else:
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last_date = trading_days[trading_days.get_loc(now, method='ffill') - 2]
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'''
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@@ -164,8 +165,8 @@ def load_crypto_market_data(trading_day=None, trading_days=None,
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br.loc[start_dt] = 0
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br = br.sort_index()
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# Override first_date for treasury data since we have it for many more years
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# and is independent of crypto data
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# Override first_date for treasury data since we have it for many more
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# years and is independent of crypto data
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first_date_treasury = pd.Timestamp('1990-01-02', tz='UTC')
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tc = ensure_treasury_data(
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bm_symbol,
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@@ -301,14 +302,14 @@ def ensure_crypto_benchmark_data(symbol,
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if (bundle == 'poloniex'):
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'''
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If we're using the Poloniex bundle, we'll get the benchmark from the bundle
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instead of downloading it from Poloniex every time we need it.
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Poloniex has a captcha for API queries originating from outside the US that
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prevents users abroad from getting Catalyst to work
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If we're using the Poloniex bundle, we'll get the benchmark from the
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bundle instead of downloading it from Poloniex every time we need it.
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Poloniex has a captcha for API queries originating from outside the US
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that prevents users abroad from getting Catalyst to work
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'''
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logger.info(
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(
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'Retrieving benchmark data from bundle for {symbol!r} from {first_date} to {last_date}'),
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('Retrieving benchmark data from bundle for {symbol!r}'
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' from {first_date} to {last_date}'),
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symbol=symbol, first_date=first_date, last_date=last_date)
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asset = bundle_data.asset_finder.lookup_symbol(symbol=symbol,
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@@ -330,11 +331,12 @@ def ensure_crypto_benchmark_data(symbol,
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last_date)]
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else:
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# This is how it used to be: downloading the benchmark everytime.
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# Leaving this code here to be repurposed in the future for other bundles.
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# This is how it used to be: downloading the benchmark everytime.
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# Leaving this code here to be repurposed in the future for
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# other bundles.
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logger.info(
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(
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'Downloading benchmark data for {symbol!r} from {first_date} to {last_date}'),
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('Downloading benchmark data for {symbol!r}'
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' from {first_date} to {last_date}'),
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symbol=symbol, first_date=first_date, last_date=last_date)
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raise DeprecationWarning('poloniex bundle deprecated')
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@@ -431,67 +433,6 @@ def ensure_benchmark_data(symbol, first_date, last_date, now, trading_day,
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return data
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def ensure_benchmark_data(symbol, first_date, last_date, now, trading_day,
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environ=None):
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"""
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Ensure we have benchmark data for `symbol` from `first_date` to `last_date`
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Parameters
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----------
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symbol : str
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The symbol for the benchmark to load.
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first_date : pd.Timestamp
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First required date for the cache.
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last_date : pd.Timestamp
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Last required date for the cache.
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now : pd.Timestamp
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The current time. This is used to prevent repeated attempts to
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re-download data that isn't available due to scheduling quirks or other
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failures.
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trading_day : pd.CustomBusinessDay
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A trading day delta. Used to find the day before first_date so we can
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get the close of the day prior to first_date.
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We attempt to download data unless we already have data stored at the data
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cache for `symbol` whose first entry is before or on `first_date` and whose
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last entry is on or after `last_date`.
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If we perform a download and the cache criteria are not satisfied, we wait
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at least one hour before attempting a redownload. This is determined by
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comparing the current time to the result of os.path.getmtime on the cache
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path.
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"""
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filename = get_benchmark_filename(symbol)
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data = _load_cached_data(filename, first_date, last_date, now, 'benchmark',
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environ)
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if data is not None:
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return data
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# If no cached data was found or it was missing any dates then download the
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# necessary data.
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logger.info(
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('Downloading benchmark data for {symbol!r} '
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'from {first_date} to {last_date}'),
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symbol=symbol,
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first_date=first_date - trading_day,
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last_date=last_date
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)
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try:
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data = get_benchmark_returns(
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symbol,
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first_date - trading_day,
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last_date,
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)
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data.to_csv(get_data_filepath(filename, environ))
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except (OSError, IOError, HTTPError):
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logger.exception('Failed to cache the new benchmark returns')
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raise
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if not has_data_for_dates(data, first_date, last_date):
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logger.warn("Still don't have expected data after redownload!")
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return data
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def ensure_treasury_data(symbol, first_date, last_date, now, environ=None):
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"""
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Ensure we have treasury data from treasury module associated with
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