Added candle_type in doc strings
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@ -55,6 +55,7 @@ class DataProvider:
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:param pair: pair to get the data for
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:param timeframe: Timeframe to get data for
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:param dataframe: analyzed dataframe
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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self.__cached_pairs[(pair, timeframe, candle_type)] = (
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dataframe, datetime.now(timezone.utc))
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@ -75,6 +76,7 @@ class DataProvider:
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Get stored historical candle (OHLCV) data
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:param pair: pair to get the data for
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:param timeframe: timeframe to get data for
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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saved_pair = (pair, str(timeframe), candle_type)
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if saved_pair not in self.__cached_pairs_backtesting:
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@ -106,6 +108,7 @@ class DataProvider:
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:param pair: pair to get the data for
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:param timeframe: timeframe to get data for
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:return: Dataframe for this pair
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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if self.runmode in (RunMode.DRY_RUN, RunMode.LIVE):
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# Get live OHLCV data.
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@ -128,6 +131,7 @@ class DataProvider:
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and the last 1000 candles (up to the time evaluated at this moment) in all other modes.
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:param pair: pair to get the data for
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:param timeframe: timeframe to get data for
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: Tuple of (Analyzed Dataframe, lastrefreshed) for the requested pair / timeframe
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combination.
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Returns empty dataframe and Epoch 0 (1970-01-01) if no dataframe was cached.
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@ -212,6 +216,7 @@ class DataProvider:
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Please use the `available_pairs` method to verify which pairs are currently cached.
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:param pair: pair to get the data for
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:param timeframe: Timeframe to get data for
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:param copy: copy dataframe before returning if True.
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Use False only for read-only operations (where the dataframe is not modified)
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"""
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@ -49,6 +49,7 @@ class HDF5DataHandler(IDataHandler):
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for the specified timeframe
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:param datadir: Directory to search for ohlcv files
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:param timeframe: Timeframe to search pairs for
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: List of Pairs
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"""
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@ -74,6 +75,7 @@ class HDF5DataHandler(IDataHandler):
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:param pair: Pair - used to generate filename
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:param timeframe: Timeframe - used to generate filename
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:param data: Dataframe containing OHLCV data
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: None
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"""
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key = self._pair_ohlcv_key(pair, timeframe)
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@ -98,6 +100,7 @@ class HDF5DataHandler(IDataHandler):
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:param timerange: Limit data to be loaded to this timerange.
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Optionally implemented by subclasses to avoid loading
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all data where possible.
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: DataFrame with ohlcv data, or empty DataFrame
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"""
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key = self._pair_ohlcv_key(pair, timeframe)
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@ -130,6 +133,7 @@ class HDF5DataHandler(IDataHandler):
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Remove data for this pair
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:param pair: Delete data for this pair.
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:param timeframe: Timeframe (e.g. "5m")
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: True when deleted, false if file did not exist.
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"""
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filename = self._pair_data_filename(self._datadir, pair, timeframe, candle_type)
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@ -150,6 +154,7 @@ class HDF5DataHandler(IDataHandler):
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:param pair: Pair
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:param timeframe: Timeframe this ohlcv data is for
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:param data: Data to append.
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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raise NotImplementedError()
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@ -44,6 +44,7 @@ def load_pair_history(pair: str,
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:param startup_candles: Additional candles to load at the start of the period
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:param data_handler: Initialized data-handler to use.
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Will be initialized from data_format if not set
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: DataFrame with ohlcv data, or empty DataFrame
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"""
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data_handler = get_datahandler(datadir, data_format, data_handler)
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@ -79,6 +80,7 @@ def load_data(datadir: Path,
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:param startup_candles: Additional candles to load at the start of the period
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:param fail_without_data: Raise OperationalException if no data is found.
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:param data_format: Data format which should be used. Defaults to json
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: dict(<pair>:<Dataframe>)
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"""
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result: Dict[str, DataFrame] = {}
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@ -120,6 +122,7 @@ def refresh_data(datadir: Path,
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:param exchange: Exchange object
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:param data_format: dataformat to use
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:param timerange: Limit data to be loaded to this timerange
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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data_handler = get_datahandler(datadir, data_format)
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for idx, pair in enumerate(pairs):
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@ -186,6 +189,7 @@ def _download_pair_history(pair: str, *,
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:param pair: pair to download
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:param timeframe: Timeframe (e.g "5m")
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:param timerange: range of time to download
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: bool with success state
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"""
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data_handler = get_datahandler(datadir, data_handler=data_handler)
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@ -46,6 +46,7 @@ class IDataHandler(ABC):
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for the specified timeframe
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:param datadir: Directory to search for ohlcv files
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:param timeframe: Timeframe to search pairs for
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: List of Pairs
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"""
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@ -62,6 +63,7 @@ class IDataHandler(ABC):
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:param pair: Pair - used to generate filename
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:param timeframe: Timeframe - used to generate filename
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:param data: Dataframe containing OHLCV data
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: None
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"""
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@ -79,6 +81,7 @@ class IDataHandler(ABC):
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:param timerange: Limit data to be loaded to this timerange.
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Optionally implemented by subclasses to avoid loading
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all data where possible.
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: DataFrame with ohlcv data, or empty DataFrame
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"""
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@ -88,6 +91,7 @@ class IDataHandler(ABC):
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Remove data for this pair
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:param pair: Delete data for this pair.
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:param timeframe: Timeframe (e.g. "5m")
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: True when deleted, false if file did not exist.
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"""
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@ -104,6 +108,7 @@ class IDataHandler(ABC):
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:param pair: Pair
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:param timeframe: Timeframe this ohlcv data is for
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:param data: Data to append.
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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@abstractclassmethod
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@ -177,6 +182,7 @@ class IDataHandler(ABC):
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:param drop_incomplete: Drop last candle assuming it may be incomplete.
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:param startup_candles: Additional candles to load at the start of the period
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:param warn_no_data: Log a warning message when no data is found
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: DataFrame with ohlcv data, or empty DataFrame
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"""
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# Fix startup period
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@ -49,6 +49,7 @@ class JsonDataHandler(IDataHandler):
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for the specified timeframe
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:param datadir: Directory to search for ohlcv files
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:param timeframe: Timeframe to search pairs for
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: List of Pairs
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"""
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if candle_type:
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@ -75,6 +76,7 @@ class JsonDataHandler(IDataHandler):
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:param pair: Pair - used to generate filename
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:param timeframe: Timeframe - used to generate filename
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:param data: Dataframe containing OHLCV data
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: None
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"""
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filename = self._pair_data_filename(
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@ -105,6 +107,7 @@ class JsonDataHandler(IDataHandler):
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:param timerange: Limit data to be loaded to this timerange.
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Optionally implemented by subclasses to avoid loading
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all data where possible.
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: DataFrame with ohlcv data, or empty DataFrame
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"""
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filename = self._pair_data_filename(self._datadir, pair, timeframe, candle_type=candle_type)
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@ -129,6 +132,7 @@ class JsonDataHandler(IDataHandler):
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Remove data for this pair
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:param pair: Delete data for this pair.
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:param timeframe: Timeframe (e.g. "5m")
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: True when deleted, false if file did not exist.
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"""
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filename = self._pair_data_filename(self._datadir, pair, timeframe, candle_type=candle_type)
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@ -149,6 +153,7 @@ class JsonDataHandler(IDataHandler):
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:param pair: Pair
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:param timeframe: Timeframe this ohlcv data is for
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:param data: Data to append.
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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raise NotImplementedError()
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@ -204,7 +204,7 @@ class Binance(Exchange):
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"""
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Overwrite to introduce "fast new pair" functionality by detecting the pair's listing date
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Does not work for other exchanges, which don't return the earliest data when called with "0"
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:param candle_type: "mark" if retrieving the mark price cnadles
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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if is_new_pair:
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x = await self._async_get_candle_history(pair, timeframe, 0, candle_type)
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@ -1319,6 +1319,7 @@ class Exchange:
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:param pair: Pair to download
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:param timeframe: Timeframe to get data for
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:param since_ms: Timestamp in milliseconds to get history from
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: List with candle (OHLCV) data
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"""
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data: List
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@ -1336,6 +1337,7 @@ class Exchange:
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:param pair: Pair to download
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:param timeframe: Timeframe to get data for
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:param since_ms: Timestamp in milliseconds to get history from
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: OHLCV DataFrame
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"""
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ticks = self.get_historic_ohlcv(pair, timeframe, since_ms=since_ms, candle_type=candle_type)
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@ -1350,6 +1352,7 @@ class Exchange:
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"""
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Download historic ohlcv
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:param is_new_pair: used by binance subclass to allow "fast" new pair downloading
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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one_call = timeframe_to_msecs(timeframe) * self.ohlcv_candle_limit(timeframe)
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@ -1393,6 +1396,7 @@ class Exchange:
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:param pair_list: List of 2 element tuples containing pair, interval to refresh
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:param since_ms: time since when to download, in milliseconds
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:param cache: Assign result to _klines. Usefull for one-off downloads like for pairlists
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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:return: Dict of [{(pair, timeframe): Dataframe}]
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"""
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logger.debug("Refreshing candle (OHLCV) data for %d pairs", len(pair_list))
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@ -1480,9 +1484,7 @@ class Exchange:
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) -> Tuple[str, str, str, List]:
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"""
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Asynchronously get candle history data using fetch_ohlcv
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:param candle_type:
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"mark" if retrieving the mark price cnadles
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"index" for index price candles
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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returns tuple: (pair, timeframe, ohlcv_list)
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"""
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try:
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@ -47,6 +47,7 @@ def informative(timeframe: str, asset: str = '',
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* {column} - name of dataframe column.
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* {timeframe} - timeframe of informative dataframe.
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:param ffill: ffill dataframe after merging informative pair.
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:param candle_type: '', mark, index, premiumIndex, or funding_rate
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"""
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_asset = asset
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_timeframe = timeframe
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