diff --git a/docs/sphinx/source/whatsnew/v0.13.0.rst b/docs/sphinx/source/whatsnew/v0.13.0.rst new file mode 100644 index 0000000000..47c9ad139f --- /dev/null +++ b/docs/sphinx/source/whatsnew/v0.13.0.rst @@ -0,0 +1,34 @@ +.. _whatsnew_01300: + + +v0.13.0 (June XX, 2025) +------------------------ + +Breaking Changes +~~~~~~~~~~~~~~~~ +* Remove the ``outputformat='basic'`` option in :py:func:`~pvlib.iotools.get_pvgis_tmy` + and :py:func:`~pvlib.iotools.read_pvgis_tmy`. (:pull:`2416`) + +Bug fixes +~~~~~~~~~ + + +Enhancements +~~~~~~~~~~~~ + + +Documentation +~~~~~~~~~~~~~ + + +Testing +~~~~~~~ + + +Maintenance +~~~~~~~~~~~ + + +Contributors +~~~~~~~~~~~~ +* Adam R. Jensen (:ghuser:`AdamRJensen`) diff --git a/pvlib/iotools/pvgis.py b/pvlib/iotools/pvgis.py index 3ab22c1ed8..cbda7cf3ab 100644 --- a/pvlib/iotools/pvgis.py +++ b/pvlib/iotools/pvgis.py @@ -373,7 +373,7 @@ def read_pvgis_hourly(filename, pvgis_format=None, map_variables=True): return _parse_pvgis_hourly_json(src, map_variables=map_variables) # CSV: use _parse_pvgis_hourly_csv() - if outputformat == 'csv': + elif outputformat == 'csv': try: pvgis_data = _parse_pvgis_hourly_csv( filename, map_variables=map_variables) @@ -383,11 +383,17 @@ def read_pvgis_hourly(filename, pvgis_format=None, map_variables=True): fbuf, map_variables=map_variables) return pvgis_data - # raise exception if pvgis format isn't in ['csv', 'json'] - err_msg = ( - "pvgis format '{:s}' was unknown, must be either 'json' or 'csv'")\ - .format(outputformat) - raise ValueError(err_msg) + elif outputformat == 'basic': + err_msg = "outputformat='basic' is no longer supported, please use "\ + "outputformat='csv' instead." + raise ValueError(err_msg) + + else: + # raise exception if pvgis format isn't in ['csv', 'json'] + err_msg = ( + "pvgis format '{:s}' was unknown, must be either 'json' or 'csv'")\ + .format(outputformat) + raise ValueError(err_msg) def _coerce_and_roll_tmy(tmy_data, tz, year): @@ -429,7 +435,7 @@ def get_pvgis_tmy(latitude, longitude, outputformat='json', usehorizon=True, longitude : float Longitude in degrees east outputformat : str, default 'json' - Must be in ``['csv', 'basic', 'epw', 'json']``. See PVGIS TMY tool + Must be in ``['csv', 'epw', 'json']``. See PVGIS TMY tool documentation [2]_ for more info. usehorizon : bool, default True include effects of horizon @@ -461,11 +467,11 @@ def get_pvgis_tmy(latitude, longitude, outputformat='json', usehorizon=True, data : pandas.DataFrame the weather data months_selected : list - TMY year for each month, ``None`` for basic and EPW + TMY year for each month, ``None`` for EPW inputs : dict - the inputs, ``None`` for basic and EPW + the inputs, ``None`` for EPW metadata : list or dict - file metadata, ``None`` for basic + file metadata Raises ------ @@ -516,17 +522,16 @@ def get_pvgis_tmy(latitude, longitude, outputformat='json', usehorizon=True, elif outputformat == 'csv': with io.BytesIO(res.content) as src: data, months_selected, inputs, meta = _parse_pvgis_tmy_csv(src) - elif outputformat == 'basic': - with io.BytesIO(res.content) as src: - data, months_selected, inputs, meta = _parse_pvgis_tmy_basic(src) elif outputformat == 'epw': with io.StringIO(res.content.decode('utf-8')) as src: data, meta = parse_epw(src) months_selected, inputs = None, None + # raise exception if pvgis format isn't in ['csv', 'json', 'epw'] else: - # this line is never reached because if outputformat is not valid then - # the response is HTTP/1.1 400 BAD REQUEST which is handled earlier - pass + err_msg = ( + "pvgis format '{:s}' was unknown, must be either 'json', 'csv', or" + " 'epw'.").format(outputformat) + raise ValueError(err_msg) if map_variables: data = data.rename(columns=VARIABLE_MAP) @@ -590,14 +595,6 @@ def _parse_pvgis_tmy_csv(src): return data, months_selected, inputs, meta -def _parse_pvgis_tmy_basic(src): - data = pd.read_csv(src) - data.index = pd.to_datetime( - data['time(UTC)'], format='%Y%m%d:%H%M', utc=True) - data = data.drop('time(UTC)', axis=1) - return data, None, None, None - - def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True): """ Read a file downloaded from PVGIS. @@ -610,11 +607,9 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True): Format of PVGIS file or buffer. Equivalent to the ``outputformat`` parameter in the PVGIS TMY API. If ``filename`` is a file and ``pvgis_format`` is not specified then the file extension will be used - to determine the PVGIS format to parse. For PVGIS files from the API - with ``outputformat='basic'``, please set ``pvgis_format`` to - ``'basic'``. + to determine the PVGIS format to parse. If ``filename`` is a buffer, then ``pvgis_format`` is required and must - be in ``['csv', 'epw', 'json', 'basic']``. + be in ``['csv', 'epw', 'json']``. map_variables: bool, default True When true, renames columns of the Dataframe to pvlib variable names where applicable. See variable :const:`VARIABLE_MAP`. @@ -625,18 +620,18 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True): data : pandas.DataFrame the weather data months_selected : list - TMY year for each month, ``None`` for basic and EPW + TMY year for each month, ``None`` for EPW inputs : dict - the inputs, ``None`` for basic and EPW + the inputs, ``None`` for EPW metadata : list or dict - file metadata, ``None`` for basic + file metadata Raises ------ ValueError if ``pvgis_format`` is not specified and the file extension is neither ``.csv``, ``.json``, nor ``.epw``, or if ``pvgis_format`` is provided - as input but isn't in ``['csv', 'epw', 'json', 'basic']`` + as input but isn't in ``['csv', 'epw', 'json']`` TypeError if ``pvgis_format`` is not specified and ``filename`` is a buffer @@ -652,8 +647,7 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True): outputformat = Path(filename).suffix[1:].lower() else: outputformat = pvgis_format - # parse the pvgis file based on the output format, either 'epw', 'json', - # 'csv', or 'basic' + # parse pvgis file based on outputformat, either 'epw', 'json', or 'csv' # EPW: use the EPW parser from the pvlib.iotools epw.py module if outputformat == 'epw': @@ -663,7 +657,7 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True): data, meta = read_epw(filename) months_selected, inputs = None, None - # NOTE: json, csv, and basic output formats have parsers defined as private + # NOTE: json and csv output formats have parsers defined as private # functions in this module # JSON: use Python built-in json module to convert file contents to a @@ -677,24 +671,25 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True): src = json.load(fbuf) data, months_selected, inputs, meta = _parse_pvgis_tmy_json(src) - # CSV or basic: use the correct parser from this module - # eg: _parse_pvgis_tmy_csv() or _parse_pvgist_tmy_basic() - elif outputformat in ['csv', 'basic']: - # get the correct parser function for this output format from globals() - pvgis_parser = globals()['_parse_pvgis_tmy_{:s}'.format(outputformat)] - # NOTE: pvgis_parse() is a pvgis parser function from this module, - # either _parse_pvgis_tmy_csv() or _parse_pvgist_tmy_basic() + elif outputformat == 'csv': try: - data, months_selected, inputs, meta = pvgis_parser(filename) + data, months_selected, inputs, meta = \ + _parse_pvgis_tmy_csv(filename) except AttributeError: # str/path has no .read() attribute with open(str(filename), 'rb') as fbuf: - data, months_selected, inputs, meta = pvgis_parser(fbuf) + data, months_selected, inputs, meta = \ + _parse_pvgis_tmy_csv(fbuf) + + elif outputformat == 'basic': + err_msg = "outputformat='basic' is no longer supported, please use " \ + "outputformat='csv' instead." + raise ValueError(err_msg) else: - # raise exception if pvgis format isn't in ['csv','basic','epw','json'] + # raise exception if pvgis format isn't in ['csv','epw','json'] err_msg = ( - "pvgis format '{:s}' was unknown, must be either 'epw', 'json', " - "'csv', or 'basic'").format(outputformat) + "pvgis format '{:s}' was unknown, must be either 'json', 'csv'," + "or 'epw'").format(outputformat) raise ValueError(err_msg) if map_variables: diff --git a/tests/data/tmy_45.000_8.000_2005_2023.txt b/tests/data/tmy_45.000_8.000_2005_2023.txt deleted file mode 100644 index 160d2c4512..0000000000 --- a/tests/data/tmy_45.000_8.000_2005_2023.txt +++ /dev/null @@ -1,8761 +0,0 @@ -time(UTC),T2m,RH,G(h),Gb(n),Gd(h),IR(h),WS10m,WD10m,SP -20180101:0000,2.04,94.38,0.0,-0.0,0.0,283.58,0.75,257.0,96945.0 -20180101:0100,1.98,95.45,0.0,-0.0,0.0,291.44,0.78,258.0,96877.0 -20180101:0200,1.92,96.51,0.0,-0.0,0.0,299.3,0.81,274.0,96819.0 -20180101:0300,1.85,97.57,0.0,-0.0,0.0,307.17,0.84,279.0,96790.0 -20180101:0400,1.79,98.64,0.0,-0.0,0.0,315.03,0.87,272.0,96732.0 -20180101:0500,1.73,99.7,0.0,-0.0,0.0,322.89,0.9,252.0,96712.0 -20180101:0600,1.67,100.0,0.0,-0.0,0.0,330.75,0.93,225.0,96683.0 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-20180105:0100,3.31,95.7,0.0,-0.0,0.0,291.15,0.14,130.0,95897.0 -20180105:0200,2.88,95.7,0.0,-0.0,0.0,287.6,0.21,122.0,95906.0 -20180105:0300,2.43,95.7,0.0,-0.0,0.0,294.35,0.14,127.0,95936.0 -20180105:0400,1.87,95.65,0.0,-0.0,0.0,286.05,0.14,214.0,95936.0 -20180105:0500,1.44,99.4,0.0,-0.0,0.0,283.5,0.48,319.0,95965.0 -20180105:0600,1.57,99.4,0.0,-0.0,0.0,283.1,0.21,15.0,96004.0 -20180105:0700,1.78,99.4,0.0,-0.0,0.0,299.55,0.62,47.0,96120.0 -20180105:0800,1.74,99.4,38.0,0.0,38.0,301.5,0.62,26.0,96169.0 -20180105:0900,2.86,99.4,85.0,3.87,84.0,304.2,0.69,356.0,96217.0 -20180105:1000,3.9,92.2,39.0,0.0,39.0,318.75,0.69,358.0,96227.0 -20180105:1100,4.95,92.25,89.0,0.0,89.0,318.75,1.03,14.0,96227.0 -20180105:1200,5.59,88.9,32.0,0.0,32.0,309.05,1.38,34.0,96169.0 -20180105:1300,6.22,85.7,47.0,0.0,47.0,305.0,1.59,45.0,96149.0 -20180105:1400,6.46,82.6,38.0,0.0,38.0,311.0,1.59,46.0,96169.0 -20180105:1500,6.16,85.7,22.0,0.0,22.0,310.2,1.52,26.0,96169.0 -20180105:1600,5.64,88.9,0.0,-0.0,0.0,328.05,1.52,2.0,96198.0 -20180105:1700,5.16,92.25,0.0,-0.0,0.0,326.3,1.31,349.0,96246.0 -20180105:1800,4.96,92.25,0.0,-0.0,0.0,333.25,0.9,354.0,96295.0 -20180105:1900,4.53,92.25,0.0,-0.0,0.0,329.55,1.24,2.0,96334.0 -20180105:2000,4.48,92.25,0.0,-0.0,0.0,332.5,1.31,354.0,96363.0 -20180105:2100,4.54,92.25,0.0,-0.0,0.0,340.6,1.31,350.0,96382.0 -20180105:2200,4.58,95.75,0.0,-0.0,0.0,342.35,0.9,329.0,96402.0 -20180105:2300,4.63,95.75,0.0,-0.0,0.0,342.35,0.83,302.0,96411.0 -20180106:0000,4.64,95.75,0.0,-0.0,0.0,338.65,0.9,282.0,96382.0 -20180106:0100,4.86,95.75,0.0,-0.0,0.0,340.7,1.1,276.0,96363.0 -20180106:0200,4.98,95.75,0.0,-0.0,0.0,341.95,1.1,273.0,96353.0 -20180106:0300,5.04,95.75,0.0,-0.0,0.0,340.8,1.1,268.0,96372.0 -20180106:0400,5.04,95.75,0.0,-0.0,0.0,339.25,0.97,266.0,96334.0 -20180106:0500,5.1,95.75,0.0,-0.0,0.0,340.6,0.83,270.0,96353.0 -20180106:0600,5.12,95.75,0.0,-0.0,0.0,340.0,0.69,272.0,96363.0 -20180106:0700,4.32,95.75,0.0,-0.0,0.0,339.65,0.9,325.0,96499.0 -20180106:0800,4.47,92.25,45.0,7.01,44.0,339.65,0.83,297.0,96537.0 -20180106:0900,4.72,95.75,65.0,0.0,65.0,339.85,0.83,260.0,96625.0 -20180106:1000,5.02,92.25,60.0,0.0,60.0,338.3,1.03,248.0,96635.0 -20180106:1100,5.22,95.75,144.0,7.91,141.0,341.75,1.24,254.0,96625.0 -20180106:1200,5.31,95.75,63.0,0.0,63.0,342.75,1.38,258.0,96586.0 -20180106:1300,5.51,92.3,32.0,0.0,32.0,339.65,1.24,257.0,96547.0 -20180106:1400,5.64,95.75,31.0,0.0,31.0,342.35,0.97,250.0,96557.0 -20180106:1500,5.72,95.75,8.0,0.0,8.0,341.2,0.83,254.0,96576.0 -20180106:1600,5.76,95.75,0.0,-0.0,0.0,343.5,0.69,264.0,96615.0 -20180106:1700,5.68,95.75,0.0,-0.0,0.0,341.75,0.69,268.0,96654.0 -20180106:1800,5.7,95.75,0.0,-0.0,0.0,341.95,0.69,279.0,96702.0 -20180106:1900,5.38,95.75,0.0,-0.0,0.0,337.9,0.9,282.0,96790.0 -20180106:2000,5.41,92.3,0.0,-0.0,0.0,337.7,0.97,283.0,96819.0 -20180106:2100,5.45,95.75,0.0,-0.0,0.0,339.25,0.9,274.0,96867.0 -20180106:2200,5.62,95.75,0.0,-0.0,0.0,339.65,0.69,271.0,96887.0 -20180106:2300,5.88,95.75,0.0,-0.0,0.0,339.85,0.55,297.0,96887.0 -20180107:0000,5.79,95.75,0.0,-0.0,0.0,340.8,0.62,319.0,96858.0 -20180107:0100,5.9,95.75,0.0,-0.0,0.0,341.7,0.62,332.0,96848.0 -20180107:0200,5.88,95.75,0.0,-0.0,0.0,341.55,0.69,323.0,96838.0 -20180107:0300,5.7,95.75,0.0,-0.0,0.0,340.6,0.97,309.0,96867.0 -20180107:0400,5.8,95.75,0.0,-0.0,0.0,342.75,1.03,299.0,96848.0 -20180107:0500,5.81,95.75,0.0,-0.0,0.0,340.4,1.03,298.0,96867.0 -20180107:0600,5.87,95.75,0.0,-0.0,0.0,341.0,1.1,306.0,96916.0 -20180107:0700,6.0,95.8,0.0,-0.0,0.0,341.55,1.17,304.0,96994.0 -20180107:0800,6.04,95.8,11.0,0.0,11.0,339.25,1.03,312.0,97062.0 -20180107:0900,6.51,95.8,21.0,0.0,21.0,339.85,0.97,314.0,97139.0 -20180107:1000,7.28,95.8,93.0,0.0,93.0,343.7,1.17,326.0,97168.0 -20180107:1100,7.84,95.8,42.0,0.0,42.0,345.45,1.45,338.0,97168.0 -20180107:1200,7.92,95.8,44.0,0.0,44.0,347.2,1.52,342.0,97139.0 -20180107:1300,8.38,95.85,57.0,0.0,57.0,347.2,1.66,351.0,97120.0 -20180107:1400,8.29,95.85,55.0,0.0,55.0,347.0,1.59,351.0,97139.0 -20180107:1500,8.36,95.85,22.0,0.0,22.0,349.3,1.72,355.0,97159.0 -20180107:1600,8.28,95.85,0.0,-0.0,0.0,349.1,1.79,360.0,97188.0 -20180107:1700,8.28,95.85,0.0,-0.0,0.0,351.45,1.79,1.0,97256.0 -20180107:1800,8.28,95.85,0.0,-0.0,0.0,352.0,1.79,357.0,97285.0 -20180107:1900,7.93,92.4,0.0,-0.0,0.0,349.9,1.86,344.0,97324.0 -20180107:2000,8.0,92.4,0.0,-0.0,0.0,351.85,1.93,344.0,97353.0 -20180107:2100,8.03,92.4,0.0,-0.0,0.0,350.85,2.0,344.0,97382.0 -20180107:2200,8.08,92.4,0.0,-0.0,0.0,352.2,2.07,350.0,97372.0 -20180107:2300,8.17,95.85,0.0,-0.0,0.0,351.45,2.14,358.0,97372.0 -20180108:0000,8.26,95.85,0.0,-0.0,0.0,350.65,2.48,5.0,97363.0 -20180108:0100,8.44,95.85,0.0,-0.0,0.0,351.95,2.62,9.0,97343.0 -20180108:0200,8.54,95.85,0.0,-0.0,0.0,352.2,2.76,14.0,97372.0 -20180108:0300,8.64,95.85,0.0,-0.0,0.0,352.0,2.83,18.0,97353.0 -20180108:0400,8.73,99.4,0.0,-0.0,0.0,353.4,2.83,22.0,97324.0 -20180108:0500,8.82,99.4,0.0,-0.0,0.0,353.55,3.03,29.0,97295.0 -20180108:0600,8.9,99.4,0.0,-0.0,0.0,351.85,3.17,33.0,97285.0 -20180108:0700,8.62,95.85,0.0,-0.0,0.0,351.65,2.34,19.0,97343.0 -20180108:0800,8.78,99.4,25.0,0.0,25.0,352.2,2.76,26.0,97333.0 -20180108:0900,9.08,99.4,121.0,45.81,109.0,352.0,3.03,28.0,97363.0 -20180108:1000,9.43,100.0,36.0,0.0,36.0,353.4,2.83,30.0,97363.0 -20180108:1100,9.77,99.4,66.0,0.0,66.0,357.05,2.69,33.0,97363.0 -20180108:1200,10.02,99.4,43.0,0.0,43.0,353.75,2.9,39.0,97265.0 -20180108:1300,10.24,99.4,45.0,0.0,45.0,356.5,3.03,45.0,97188.0 -20180108:1400,10.32,99.4,43.0,0.0,43.0,354.75,3.59,51.0,97178.0 -20180108:1500,10.23,99.4,29.0,0.0,29.0,356.65,3.72,51.0,97159.0 -20180108:1600,10.16,99.4,0.0,-0.0,0.0,356.85,4.28,55.0,97110.0 -20180108:1700,10.24,99.4,0.0,-0.0,0.0,356.65,4.97,55.0,97062.0 -20180108:1800,10.23,99.4,0.0,-0.0,0.0,349.5,5.72,52.0,96994.0 -20180108:1900,10.4,99.4,0.0,-0.0,0.0,353.55,6.69,59.0,96935.0 -20180108:2000,10.28,99.4,0.0,-0.0,0.0,349.7,7.38,62.0,96858.0 -20180108:2100,10.35,99.4,0.0,-0.0,0.0,353.75,7.52,67.0,96829.0 -20180108:2200,10.42,99.4,0.0,-0.0,0.0,357.25,6.9,71.0,96819.0 -20180108:2300,10.39,99.4,0.0,-0.0,0.0,353.0,5.52,77.0,96838.0 -20180109:0000,10.38,95.9,0.0,-0.0,0.0,355.1,4.69,86.0,96829.0 -20180109:0100,10.5,92.5,0.0,-0.0,0.0,355.6,4.07,102.0,96829.0 -20180109:0200,10.34,95.9,0.0,-0.0,0.0,357.25,3.38,110.0,96848.0 -20180109:0300,10.07,92.5,0.0,-0.0,0.0,348.95,2.83,111.0,96877.0 -20180109:0400,9.82,95.85,0.0,-0.0,0.0,339.25,2.48,96.0,96848.0 -20180109:0500,9.42,95.85,0.0,-0.0,0.0,331.3,2.48,77.0,96858.0 -20180109:0600,9.05,95.85,0.0,-0.0,0.0,328.8,2.55,70.0,96877.0 -20180109:0700,9.37,95.85,0.0,-0.0,0.0,331.1,3.38,92.0,96848.0 -20180109:0800,9.62,92.45,45.0,6.87,44.0,346.8,3.79,108.0,96887.0 -20180109:0900,9.94,92.45,108.0,22.78,102.0,333.45,3.66,123.0,96916.0 -20180109:1000,10.32,89.2,51.0,0.0,51.0,322.05,3.52,133.0,96926.0 -20180109:1100,10.63,86.05,128.0,2.6,127.0,327.85,2.76,131.0,96935.0 -20180109:1200,10.87,86.05,150.0,10.5,146.0,321.85,2.28,143.0,96877.0 -20180109:1300,11.05,80.1,177.0,78.17,151.0,323.0,1.72,159.0,96858.0 -20180109:1400,11.06,83.05,95.0,16.43,91.0,316.8,0.9,160.0,96838.0 -20180109:1500,10.69,86.05,37.0,0.0,37.0,312.55,0.69,153.0,96858.0 -20180109:1600,9.97,86.0,0.0,-0.0,0.0,309.25,0.55,141.0,96887.0 -20180109:1700,9.01,85.95,0.0,-0.0,0.0,289.9,0.76,165.0,96945.0 -20180109:1800,8.3,89.1,0.0,-0.0,0.0,291.65,0.9,168.0,96994.0 -20180109:1900,8.38,89.1,0.0,-0.0,0.0,312.15,0.76,161.0,97033.0 -20180109:2000,8.06,89.1,0.0,-0.0,0.0,292.6,0.62,157.0,97042.0 -20180109:2100,7.85,89.05,0.0,-0.0,0.0,297.25,0.55,159.0,97042.0 -20180109:2200,7.57,89.05,0.0,-0.0,0.0,297.65,0.41,171.0,97033.0 -20180109:2300,7.37,92.35,0.0,-0.0,0.0,294.15,0.34,208.0,97052.0 -20180110:0000,7.05,89.0,0.0,-0.0,0.0,299.75,0.48,212.0,97023.0 -20180110:0100,6.16,92.3,0.0,-0.0,0.0,280.5,0.62,222.0,97003.0 -20180110:0200,5.42,92.3,0.0,-0.0,0.0,279.85,0.55,229.0,96994.0 -20180110:0300,5.2,95.75,0.0,-0.0,0.0,298.6,0.41,228.0,96965.0 -20180110:0400,5.18,95.75,0.0,-0.0,0.0,303.65,0.28,231.0,96926.0 -20180110:0500,5.14,95.75,0.0,-0.0,0.0,307.1,0.21,205.0,96906.0 -20180110:0600,5.04,95.75,0.0,-0.0,0.0,302.5,0.21,161.0,96877.0 -20180110:0700,4.84,99.4,0.0,0.0,0.0,313.5,0.14,133.0,96897.0 -20180110:0800,5.28,95.75,42.0,0.0,42.0,322.8,0.14,80.0,96935.0 -20180110:0900,5.62,95.75,95.0,7.55,93.0,324.15,0.48,34.0,96935.0 -20180110:1000,6.65,92.35,140.0,14.41,135.0,317.75,0.9,5.0,96935.0 -20180110:1100,7.61,89.05,155.0,10.32,151.0,305.2,1.31,348.0,96858.0 -20180110:1200,8.45,85.9,205.0,67.8,179.0,310.4,1.66,353.0,96790.0 -20180110:1300,8.79,82.75,159.0,38.77,146.0,318.35,1.66,1.0,96712.0 -20180110:1400,8.92,82.75,141.0,125.86,110.0,305.0,1.45,356.0,96683.0 -20180110:1500,8.81,79.75,47.0,0.0,47.0,317.95,1.38,347.0,96664.0 -20180110:1600,8.18,79.75,0.0,-0.0,0.0,313.7,1.17,326.0,96673.0 -20180110:1700,7.59,82.7,0.0,-0.0,0.0,323.95,1.17,302.0,96683.0 -20180110:1800,6.87,89.0,0.0,-0.0,0.0,315.25,1.31,278.0,96712.0 -20180110:1900,7.08,89.0,0.0,-0.0,0.0,334.4,0.9,346.0,96664.0 -20180110:2000,6.93,89.0,0.0,-0.0,0.0,329.55,0.9,358.0,96644.0 -20180110:2100,6.8,89.0,0.0,-0.0,0.0,327.85,0.83,348.0,96635.0 -20180110:2200,6.8,89.0,0.0,-0.0,0.0,334.2,0.76,330.0,96615.0 -20180110:2300,6.41,89.0,0.0,-0.0,0.0,323.4,0.9,308.0,96605.0 -20180111:0000,5.99,92.3,0.0,-0.0,0.0,324.15,1.1,295.0,96576.0 -20180111:0100,5.94,88.95,0.0,-0.0,0.0,319.45,0.97,294.0,96557.0 -20180111:0200,6.26,88.95,0.0,-0.0,0.0,320.5,0.83,286.0,96537.0 -20180111:0300,5.94,88.95,0.0,-0.0,0.0,308.3,0.9,279.0,96528.0 -20180111:0400,5.67,88.9,0.0,-0.0,0.0,303.05,1.03,280.0,96499.0 -20180111:0500,5.67,88.9,0.0,-0.0,0.0,297.05,0.97,292.0,96489.0 -20180111:0600,5.1,92.25,0.0,-0.0,0.0,290.5,1.03,304.0,96499.0 -20180111:0700,3.97,92.2,0.0,0.0,0.0,282.35,1.38,294.0,96547.0 -20180111:0800,4.16,92.2,74.0,94.58,60.0,285.65,1.24,279.0,96576.0 -20180111:0900,6.26,92.3,148.0,101.29,121.0,295.3,1.17,277.0,96605.0 -20180111:1000,7.7,79.7,144.0,17.19,138.0,294.15,1.38,292.0,96625.0 -20180111:1100,8.4,76.85,168.0,20.52,160.0,296.5,1.38,308.0,96605.0 -20180111:1200,8.85,76.85,269.0,225.33,182.0,307.7,1.31,317.0,96537.0 -20180111:1300,9.11,71.4,290.0,523.39,113.0,314.65,1.1,330.0,96537.0 -20180111:1400,9.06,74.15,226.0,705.95,50.0,312.15,1.03,358.0,96557.0 -20180111:1500,8.87,79.75,33.0,0.0,33.0,301.7,0.48,9.0,96586.0 -20180111:1600,8.61,79.75,0.0,-0.0,0.0,295.1,0.21,303.0,96635.0 -20180111:1700,7.98,76.85,0.0,-0.0,0.0,298.8,0.69,284.0,96693.0 -20180111:1800,6.69,82.6,0.0,-0.0,0.0,288.55,1.03,289.0,96732.0 -20180111:1900,5.31,88.85,0.0,-0.0,0.0,263.2,1.24,233.0,96770.0 -20180111:2000,4.84,88.85,0.0,-0.0,0.0,252.35,1.24,221.0,96819.0 -20180111:2100,4.52,85.55,0.0,-0.0,0.0,257.0,1.24,223.0,96848.0 -20180111:2200,4.82,82.35,0.0,-0.0,0.0,254.5,1.1,230.0,96887.0 -20180111:2300,4.56,79.3,0.0,-0.0,0.0,244.2,0.97,243.0,96935.0 -20180112:0000,3.98,82.3,0.0,-0.0,0.0,245.75,0.97,254.0,96945.0 -20180112:0100,3.36,85.4,0.0,-0.0,0.0,254.4,0.97,258.0,96984.0 -20180112:0200,3.15,85.4,0.0,-0.0,0.0,260.85,0.9,255.0,97003.0 -20180112:0300,3.02,85.4,0.0,-0.0,0.0,270.55,0.83,264.0,97052.0 -20180112:0400,2.78,85.35,0.0,-0.0,0.0,280.4,0.76,291.0,97062.0 -20180112:0500,1.98,88.65,0.0,-0.0,0.0,277.1,0.9,311.0,97100.0 -20180112:0600,1.57,92.05,0.0,-0.0,0.0,284.65,0.83,327.0,97159.0 -20180112:0700,3.24,76.1,0.0,0.0,0.0,272.85,0.41,347.0,97168.0 -20180112:0800,3.19,82.2,67.0,53.53,59.0,283.1,0.76,10.0,97246.0 -20180112:0900,4.44,79.3,141.0,78.26,120.0,290.85,0.69,4.0,97314.0 -20180112:1000,5.58,76.5,207.0,113.92,167.0,296.85,0.76,5.0,97353.0 -20180112:1100,6.76,79.55,263.0,188.66,189.0,298.6,0.76,7.0,97401.0 -20180112:1200,8.13,76.85,365.0,678.99,101.0,277.1,0.83,4.0,97304.0 -20180112:1300,9.13,74.15,325.0,741.68,72.0,264.95,0.9,15.0,97295.0 -20180112:1400,9.44,71.4,223.0,641.86,61.0,263.6,0.9,36.0,97295.0 -20180112:1500,9.17,71.4,32.0,0.0,32.0,257.6,0.83,48.0,97333.0 -20180112:1600,7.84,79.7,0.0,-0.0,0.0,254.85,1.03,46.0,97382.0 -20180112:1700,7.02,76.7,0.0,-0.0,0.0,252.15,0.9,30.0,97440.0 -20180112:1800,6.95,76.7,0.0,-0.0,0.0,255.65,0.9,9.0,97479.0 -20180112:1900,6.0,82.55,0.0,-0.0,0.0,250.6,1.03,242.0,97450.0 -20180112:2000,5.98,82.55,0.0,-0.0,0.0,249.05,0.62,263.0,97508.0 -20180112:2100,5.65,82.5,0.0,-0.0,0.0,246.95,0.28,342.0,97537.0 -20180112:2200,5.35,85.6,0.0,-0.0,0.0,245.2,0.48,23.0,97576.0 -20180112:2300,5.2,85.6,0.0,-0.0,0.0,241.5,0.41,9.0,97596.0 -20180113:0000,4.94,82.4,0.0,-0.0,0.0,239.4,0.55,8.0,97596.0 -20180113:0100,3.94,88.8,0.0,-0.0,0.0,242.8,0.41,16.0,97596.0 -20180113:0200,3.14,92.15,0.0,-0.0,0.0,242.3,0.34,346.0,97605.0 -20180113:0300,2.44,92.15,0.0,-0.0,0.0,242.85,0.69,285.0,97596.0 -20180113:0400,0.37,99.4,0.0,-0.0,0.0,240.55,1.24,270.0,97596.0 -20180113:0500,-0.7,100.0,0.0,-0.0,0.0,247.15,1.38,259.0,97586.0 -20180113:0600,-1.1,99.4,0.0,-0.0,0.0,246.35,1.52,251.0,97586.0 -20180113:0700,0.72,99.4,0.0,0.0,0.0,276.75,1.24,253.0,97615.0 -20180113:0800,1.13,95.65,123.0,582.76,35.0,290.65,1.38,247.0,97654.0 -20180113:0900,3.57,88.75,258.0,773.45,49.0,278.85,1.17,242.0,97644.0 -20180113:1000,5.84,79.4,353.0,834.84,58.0,265.5,1.31,250.0,97644.0 -20180113:1100,7.39,73.9,399.0,853.65,62.0,268.8,1.38,264.0,97615.0 -20180113:1200,8.63,68.7,395.0,850.29,62.0,262.6,1.24,282.0,97537.0 -20180113:1300,9.22,66.25,338.0,813.6,58.0,261.45,0.76,304.0,97450.0 -20180113:1400,9.38,63.8,233.0,712.15,51.0,258.55,0.41,327.0,97421.0 -20180113:1500,9.14,66.25,35.0,0.0,35.0,255.65,0.21,293.0,97411.0 -20180113:1600,8.64,66.15,0.0,-0.0,0.0,255.45,0.48,233.0,97421.0 -20180113:1700,7.56,66.05,0.0,-0.0,0.0,250.8,0.9,223.0,97440.0 -20180113:1800,5.14,76.4,0.0,-0.0,0.0,248.3,1.38,229.0,97440.0 -20180113:1900,6.27,76.55,0.0,-0.0,0.0,246.55,1.1,298.0,97401.0 -20180113:2000,5.63,76.5,0.0,-0.0,0.0,245.4,0.9,286.0,97421.0 -20180113:2100,5.08,76.4,0.0,-0.0,0.0,242.65,0.69,261.0,97411.0 -20180113:2200,4.35,82.3,0.0,-0.0,0.0,241.15,0.83,243.0,97431.0 -20180113:2300,3.57,82.25,0.0,-0.0,0.0,239.4,0.97,241.0,97421.0 -20180114:0000,2.65,85.35,0.0,-0.0,0.0,240.15,1.03,240.0,97401.0 -20180114:0100,2.02,88.65,0.0,-0.0,0.0,237.55,0.97,235.0,97363.0 -20180114:0200,1.91,85.3,0.0,-0.0,0.0,237.45,0.83,228.0,97372.0 -20180114:0300,1.63,88.6,0.0,-0.0,0.0,241.7,0.76,233.0,97363.0 -20180114:0400,1.34,88.55,0.0,-0.0,0.0,236.3,0.69,246.0,97333.0 -20180114:0500,1.17,92.05,0.0,-0.0,0.0,242.65,0.48,265.0,97333.0 -20180114:0600,1.1,88.55,0.0,-0.0,0.0,242.1,0.48,298.0,97353.0 -20180114:0700,0.45,95.65,0.0,0.0,0.0,269.0,0.14,304.0,97382.0 -20180114:0800,0.72,95.65,89.0,170.31,63.0,273.05,0.21,287.0,97421.0 -20180114:0900,1.47,95.65,132.0,51.43,118.0,282.35,0.28,266.0,97460.0 -20180114:1000,3.01,88.7,152.0,19.68,145.0,282.75,0.41,267.0,97479.0 -20180114:1100,4.58,79.3,217.0,72.97,188.0,282.75,0.55,300.0,97469.0 -20180114:1200,5.56,73.65,186.0,32.95,173.0,286.05,0.76,320.0,97401.0 -20180114:1300,6.32,70.95,195.0,92.14,163.0,284.65,0.9,331.0,97343.0 -20180114:1400,6.57,71.05,146.0,112.05,117.0,293.55,0.76,330.0,97333.0 -20180114:1500,6.43,68.4,52.0,0.0,52.0,300.95,0.55,323.0,97363.0 -20180114:1600,5.58,82.5,0.0,-0.0,0.0,302.5,0.62,327.0,97382.0 -20180114:1700,5.08,76.4,0.0,-0.0,0.0,297.85,0.69,330.0,97440.0 -20180114:1800,4.53,79.3,0.0,-0.0,0.0,295.3,0.9,330.0,97469.0 -20180114:1900,3.49,85.45,0.0,-0.0,0.0,311.95,1.17,304.0,97508.0 -20180114:2000,2.95,88.7,0.0,-0.0,0.0,291.25,1.24,296.0,97566.0 -20180114:2100,2.57,92.15,0.0,-0.0,0.0,290.85,1.24,280.0,97605.0 -20180114:2200,2.36,92.1,0.0,-0.0,0.0,293.75,1.24,275.0,97625.0 -20180114:2300,2.28,92.1,0.0,-0.0,0.0,294.55,1.17,289.0,97644.0 -20180115:0000,2.02,92.1,0.0,-0.0,0.0,286.05,1.17,301.0,97615.0 -20180115:0100,2.03,92.1,0.0,-0.0,0.0,291.55,1.03,300.0,97605.0 -20180115:0200,2.26,92.1,0.0,-0.0,0.0,296.1,0.9,298.0,97586.0 -20180115:0300,1.71,92.05,0.0,-0.0,0.0,292.05,1.03,296.0,97596.0 -20180115:0400,1.57,92.05,0.0,-0.0,0.0,296.1,0.97,303.0,97566.0 -20180115:0500,1.33,95.65,0.0,-0.0,0.0,296.5,1.03,318.0,97576.0 -20180115:0600,1.0,95.65,0.0,-0.0,0.0,288.15,1.1,320.0,97596.0 -20180115:0700,1.65,92.05,0.0,0.0,0.0,305.95,0.69,316.0,97634.0 -20180115:0800,1.5,92.05,71.0,58.28,62.0,280.4,0.83,293.0,97654.0 -20180115:0900,2.92,88.7,149.0,91.13,124.0,279.85,0.76,298.0,97683.0 -20180115:1000,4.24,82.3,147.0,13.96,142.0,282.75,0.69,322.0,97654.0 -20180115:1100,5.34,79.35,349.0,514.76,143.0,288.75,0.41,23.0,97605.0 -20180115:1200,5.97,73.7,198.0,45.27,180.0,292.4,0.76,57.0,97469.0 -20180115:1300,6.24,73.7,125.0,5.71,123.0,308.85,0.83,36.0,97392.0 -20180115:1400,6.37,73.7,62.0,0.0,62.0,315.85,1.1,41.0,97343.0 -20180115:1500,6.12,73.7,49.0,0.0,49.0,312.35,1.38,51.0,97275.0 -20180115:1600,5.69,76.5,0.0,-0.0,0.0,327.65,1.24,30.0,97246.0 -20180115:1700,5.22,79.35,0.0,-0.0,0.0,325.5,1.38,21.0,97217.0 -20180115:1800,4.88,82.35,0.0,-0.0,0.0,325.5,1.38,16.0,97178.0 -20180115:1900,4.76,85.55,0.0,-0.0,0.0,323.2,1.79,6.0,97130.0 -20180115:2000,4.54,85.55,0.0,-0.0,0.0,327.85,1.79,7.0,97081.0 -20180115:2100,4.32,88.8,0.0,-0.0,0.0,329.55,1.72,5.0,97042.0 -20180115:2200,3.94,88.8,0.0,-0.0,0.0,319.9,1.72,2.0,96984.0 -20180115:2300,3.67,92.15,0.0,-0.0,0.0,323.95,1.66,2.0,96926.0 -20180116:0000,3.49,92.15,0.0,-0.0,0.0,328.8,1.79,9.0,96848.0 -20180116:0100,2.96,92.15,0.0,-0.0,0.0,323.9,1.52,17.0,96741.0 -20180116:0200,2.77,95.7,0.0,-0.0,0.0,324.95,1.17,26.0,96683.0 -20180116:0300,2.62,95.7,0.0,-0.0,0.0,322.4,0.9,33.0,96644.0 -20180116:0400,2.52,95.7,0.0,-0.0,0.0,323.95,0.62,37.0,96547.0 -20180116:0500,2.43,92.15,0.0,-0.0,0.0,320.5,0.34,59.0,96518.0 -20180116:0600,2.28,95.65,0.0,-0.0,0.0,315.85,0.21,59.0,96450.0 -20180116:0700,0.42,99.4,0.0,0.0,0.0,278.65,0.34,109.0,96469.0 -20180116:0800,0.66,100.0,81.0,108.75,64.0,293.6,0.28,20.0,96460.0 -20180116:0900,1.35,100.0,225.0,455.61,99.0,288.75,0.76,31.0,96421.0 -20180116:1000,1.98,95.65,288.0,385.36,149.0,291.05,0.9,34.0,96382.0 -20180116:1100,3.09,88.7,335.0,429.23,162.0,286.4,0.83,45.0,96304.0 -20180116:1200,3.8,88.75,362.0,586.48,127.0,284.1,0.9,36.0,96169.0 -20180116:1300,4.95,79.35,295.0,460.7,132.0,287.4,1.03,39.0,96042.0 -20180116:1400,5.58,76.5,242.0,696.56,57.0,272.1,0.9,46.0,95974.0 -20180116:1500,5.62,76.5,38.0,0.0,38.0,263.6,0.83,58.0,95936.0 -20180116:1600,4.75,82.35,0.0,-0.0,0.0,257.75,0.83,65.0,95868.0 -20180116:1700,3.57,88.75,0.0,-0.0,0.0,258.55,0.55,61.0,95800.0 -20180116:1800,2.34,95.65,0.0,-0.0,0.0,257.0,0.83,14.0,95761.0 -20180116:1900,0.56,99.4,0.0,-0.0,0.0,249.45,1.17,21.0,95761.0 -20180116:2000,0.39,95.65,0.0,-0.0,0.0,257.4,0.83,48.0,95712.0 -20180116:2100,0.11,99.4,0.0,-0.0,0.0,261.85,0.69,6.0,95674.0 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-20180117:1300,10.34,29.35,258.0,257.55,166.0,252.15,4.9,237.0,96091.0 -20180117:1400,10.01,30.55,245.0,668.91,65.0,240.35,4.28,237.0,96198.0 -20180117:1500,8.92,32.7,33.0,0.0,33.0,236.3,3.66,236.0,96324.0 -20180117:1600,7.2,29.85,0.0,-0.0,0.0,232.8,3.79,239.0,96421.0 -20180117:1700,5.94,29.6,0.0,-0.0,0.0,230.3,3.79,243.0,96537.0 -20180117:1800,5.05,30.55,0.0,-0.0,0.0,227.6,3.31,244.0,96654.0 -20180117:1900,6.24,29.6,0.0,-0.0,0.0,223.9,2.9,274.0,96712.0 -20180117:2000,4.54,44.05,0.0,-0.0,0.0,224.5,1.86,264.0,96780.0 -20180117:2100,2.86,45.3,0.0,-0.0,0.0,224.3,2.14,238.0,96838.0 -20180117:2200,1.4,45.0,0.0,-0.0,0.0,228.95,2.34,219.0,96858.0 -20180117:2300,0.41,48.6,0.0,-0.0,0.0,226.2,2.41,208.0,96887.0 -20180118:0000,-0.33,52.45,0.0,-0.0,0.0,224.5,2.34,208.0,96897.0 -20180118:0100,-0.86,54.55,0.0,-0.0,0.0,225.95,2.34,212.0,96906.0 -20180118:0200,-1.29,56.7,0.0,-0.0,0.0,227.0,2.07,219.0,96877.0 -20180118:0300,-1.28,59.1,0.0,-0.0,0.0,229.15,1.72,232.0,96867.0 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-20180118:1900,4.24,79.2,0.0,-0.0,0.0,254.1,0.55,134.0,96431.0 -20180118:2000,3.21,85.4,0.0,-0.0,0.0,248.3,0.41,111.0,96431.0 -20180118:2100,2.34,92.1,0.0,-0.0,0.0,247.7,0.48,138.0,96411.0 -20180118:2200,1.53,92.05,0.0,-0.0,0.0,245.0,0.48,145.0,96392.0 -20180118:2300,0.97,95.65,0.0,-0.0,0.0,248.65,0.48,158.0,96363.0 -20180119:0000,0.41,95.65,0.0,-0.0,0.0,241.7,0.28,170.0,96314.0 -20180119:0100,0.03,99.4,0.0,-0.0,0.0,242.2,0.28,174.0,96237.0 -20180119:0200,-0.16,99.4,0.0,-0.0,0.0,241.9,0.21,173.0,96198.0 -20180119:0300,-0.32,99.4,0.0,-0.0,0.0,243.45,0.14,188.0,96159.0 -20180119:0400,-0.46,99.4,0.0,-0.0,0.0,246.75,0.14,207.0,96101.0 -20180119:0500,-0.3,99.4,0.0,-0.0,0.0,264.75,0.14,311.0,96081.0 -20180119:0600,-0.49,99.4,0.0,-0.0,0.0,255.65,0.34,325.0,96110.0 -20180119:0700,0.23,99.4,0.0,0.0,0.0,255.25,0.21,211.0,96178.0 -20180119:0800,0.69,99.4,138.0,627.1,36.0,258.55,0.21,221.0,96207.0 -20180119:0900,2.49,95.7,275.0,792.57,50.0,267.85,0.34,233.0,96217.0 -20180119:1000,5.57,85.65,373.0,850.9,59.0,265.1,0.62,235.0,96227.0 -20180119:1100,8.29,76.85,416.0,824.74,76.0,255.65,0.9,254.0,96217.0 -20180119:1200,10.53,66.55,418.0,852.35,68.0,256.8,1.24,282.0,96169.0 -20180119:1300,12.17,57.65,362.0,820.81,63.0,255.45,1.52,291.0,96149.0 -20180119:1400,12.67,53.6,261.0,756.32,52.0,260.5,1.59,295.0,96169.0 -20180119:1500,11.79,59.7,124.0,588.94,34.0,263.4,1.59,305.0,96217.0 -20180119:1600,9.6,63.9,0.0,0.0,0.0,259.9,1.59,314.0,96285.0 -20180119:1700,8.24,61.3,0.0,-0.0,0.0,252.55,1.17,323.0,96343.0 -20180119:1800,8.63,56.8,0.0,-0.0,0.0,249.05,0.69,342.0,96402.0 -20180119:1900,7.99,48.65,0.0,-0.0,0.0,250.8,1.1,301.0,96382.0 -20180119:2000,7.1,46.55,0.0,-0.0,0.0,245.4,1.24,307.0,96421.0 -20180119:2100,5.29,51.8,0.0,-0.0,0.0,245.4,1.45,313.0,96479.0 -20180119:2200,5.64,46.1,0.0,-0.0,0.0,242.85,1.31,312.0,96518.0 -20180119:2300,5.04,46.0,0.0,-0.0,0.0,240.15,1.1,302.0,96567.0 -20180120:0000,4.04,49.55,0.0,-0.0,0.0,237.85,1.1,283.0,96586.0 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-20180121:2200,3.15,82.2,0.0,-0.0,0.0,287.75,1.86,0.0,96751.0 -20180121:2300,2.95,79.1,0.0,-0.0,0.0,289.9,1.72,360.0,96819.0 -20180122:0000,2.84,82.15,0.0,-0.0,0.0,294.75,1.52,350.0,96867.0 -20180122:0100,2.31,82.05,0.0,-0.0,0.0,280.35,1.45,345.0,96887.0 -20180122:0200,2.21,82.05,0.0,-0.0,0.0,287.2,1.31,340.0,96887.0 -20180122:0300,1.6,85.25,0.0,-0.0,0.0,287.95,1.45,334.0,96887.0 -20180122:0400,1.43,88.6,0.0,-0.0,0.0,288.35,1.52,355.0,96897.0 -20180122:0500,1.42,88.6,0.0,-0.0,0.0,289.3,1.52,5.0,96965.0 -20180122:0600,1.26,92.05,0.0,-0.0,0.0,280.2,1.24,340.0,96984.0 -20180122:0700,1.06,78.8,0.0,0.0,0.0,268.2,1.17,316.0,96926.0 -20180122:0800,0.72,85.15,145.0,653.04,34.0,255.25,1.24,298.0,96965.0 -20180122:0900,3.27,76.1,266.0,684.47,66.0,252.75,1.17,299.0,97013.0 -20180122:1000,4.86,68.0,370.0,803.66,66.0,273.85,0.97,305.0,97003.0 -20180122:1100,5.74,65.65,399.0,689.03,108.0,260.1,0.76,318.0,96926.0 -20180122:1200,6.81,63.35,321.0,315.63,188.0,265.1,0.9,357.0,96867.0 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-20180124:1000,5.55,82.5,369.0,740.38,84.0,277.7,0.41,314.0,98459.0 -20180124:1100,6.6,76.65,386.0,568.08,142.0,273.45,0.48,349.0,98411.0 -20180124:1200,7.59,73.95,295.0,205.14,207.0,276.95,0.69,360.0,98353.0 -20180124:1300,8.27,71.35,334.0,534.79,129.0,273.45,0.83,11.0,98256.0 -20180124:1400,8.56,71.35,269.0,686.5,66.0,274.4,0.9,24.0,98236.0 -20180124:1500,8.38,71.35,135.0,517.25,46.0,271.5,0.76,27.0,98207.0 -20180124:1600,7.66,73.95,0.0,0.0,0.0,270.35,0.9,9.0,98207.0 -20180124:1700,5.79,88.9,0.0,-0.0,0.0,268.8,0.97,352.0,98226.0 -20180124:1800,5.33,85.6,0.0,-0.0,0.0,272.3,0.9,329.0,98236.0 -20180124:1900,3.44,88.75,0.0,-0.0,0.0,275.2,0.97,329.0,98294.0 -20180124:2000,3.36,92.15,0.0,-0.0,0.0,286.05,0.9,312.0,98275.0 -20180124:2100,3.03,92.15,0.0,-0.0,0.0,287.75,0.9,301.0,98246.0 -20180124:2200,2.52,95.7,0.0,-0.0,0.0,283.7,0.97,288.0,98236.0 -20180124:2300,2.66,95.7,0.0,-0.0,0.0,306.35,0.76,283.0,98217.0 -20180125:0000,2.16,95.65,0.0,-0.0,0.0,298.4,0.9,274.0,98168.0 -20180125:0100,2.57,95.7,0.0,-0.0,0.0,311.7,0.9,276.0,98129.0 -20180125:0200,2.28,99.4,0.0,-0.0,0.0,299.75,0.97,282.0,98081.0 -20180125:0300,2.56,95.7,0.0,-0.0,0.0,314.65,0.9,289.0,98042.0 -20180125:0400,2.6,95.7,0.0,-0.0,0.0,305.0,0.83,295.0,97984.0 -20180125:0500,2.71,95.7,0.0,-0.0,0.0,303.85,0.76,279.0,97955.0 -20180125:0600,2.86,99.4,0.0,-0.0,0.0,318.35,0.76,264.0,97955.0 -20180125:0700,2.94,88.7,1.0,0.0,1.0,315.85,0.69,293.0,97974.0 -20180125:0800,3.27,92.15,54.0,5.61,53.0,316.05,0.69,286.0,97984.0 -20180125:0900,4.45,82.35,45.0,0.0,45.0,320.3,0.69,283.0,97955.0 -20180125:1000,5.23,82.4,53.0,0.0,53.0,321.05,0.76,288.0,97945.0 -20180125:1100,5.63,79.4,119.0,0.0,119.0,327.45,0.76,298.0,97896.0 -20180125:1200,6.24,79.5,145.0,2.31,144.0,337.1,0.83,308.0,97819.0 -20180125:1300,6.57,76.65,169.0,23.23,160.0,332.1,1.1,319.0,97722.0 -20180125:1400,6.31,82.55,140.0,43.37,127.0,340.4,1.17,323.0,97693.0 -20180125:1500,6.25,82.55,65.0,17.04,62.0,340.0,1.03,326.0,97644.0 -20180125:1600,5.94,82.55,0.0,0.0,0.0,340.4,0.9,314.0,97625.0 -20180125:1700,5.65,85.65,0.0,-0.0,0.0,339.05,0.97,301.0,97625.0 -20180125:1800,5.42,85.65,0.0,-0.0,0.0,336.75,0.9,286.0,97634.0 -20180125:1900,5.22,85.6,0.0,-0.0,0.0,338.65,1.03,337.0,97634.0 -20180125:2000,5.17,88.85,0.0,-0.0,0.0,340.8,1.1,313.0,97586.0 -20180125:2100,5.07,88.85,0.0,-0.0,0.0,339.45,0.97,304.0,97566.0 -20180125:2200,5.02,88.85,0.0,-0.0,0.0,340.2,0.83,296.0,97557.0 -20180125:2300,4.94,92.25,0.0,-0.0,0.0,338.3,0.83,281.0,97518.0 -20180126:0000,4.89,95.75,0.0,-0.0,0.0,336.75,0.9,273.0,97498.0 -20180126:0100,4.86,95.75,0.0,-0.0,0.0,335.7,1.03,278.0,97450.0 -20180126:0200,4.89,95.75,0.0,-0.0,0.0,339.45,0.9,275.0,97411.0 -20180126:0300,4.86,95.75,0.0,-0.0,0.0,341.4,0.69,267.0,97392.0 -20180126:0400,4.87,99.4,0.0,-0.0,0.0,340.2,0.62,271.0,97333.0 -20180126:0500,4.89,99.4,0.0,-0.0,0.0,340.0,0.62,279.0,97314.0 -20180126:0600,4.94,95.75,0.0,-0.0,0.0,340.6,0.62,287.0,97314.0 -20180126:0700,4.39,95.75,2.0,0.0,2.0,335.55,0.83,292.0,97421.0 -20180126:0800,4.46,95.75,23.0,0.0,23.0,333.65,0.97,280.0,97431.0 -20180126:0900,4.72,95.75,57.0,0.0,57.0,336.35,1.03,280.0,97440.0 -20180126:1000,4.84,95.75,50.0,0.0,50.0,337.3,0.76,277.0,97440.0 -20180126:1100,5.36,95.75,42.0,0.0,42.0,339.05,0.62,276.0,97421.0 -20180126:1200,5.55,92.3,51.0,0.0,51.0,340.6,0.62,267.0,97392.0 -20180126:1300,5.8,95.75,37.0,0.0,37.0,341.4,0.48,294.0,97363.0 -20180126:1400,5.89,95.75,29.0,0.0,29.0,339.85,0.28,298.0,97372.0 -20180126:1500,5.86,95.75,26.0,0.0,26.0,340.8,0.41,280.0,97392.0 -20180126:1600,5.79,95.75,0.0,0.0,0.0,339.45,0.76,284.0,97421.0 -20180126:1700,5.67,95.75,0.0,-0.0,0.0,338.5,0.9,277.0,97460.0 -20180126:1800,5.56,95.75,0.0,-0.0,0.0,335.0,1.17,279.0,97498.0 -20180126:1900,5.3,99.4,0.0,-0.0,0.0,335.0,1.31,305.0,97634.0 -20180126:2000,5.31,99.4,0.0,-0.0,0.0,333.05,1.66,296.0,97683.0 -20180126:2100,5.19,95.75,0.0,-0.0,0.0,332.65,1.59,282.0,97722.0 -20180126:2200,4.98,95.75,0.0,-0.0,0.0,331.9,2.07,276.0,97761.0 -20180126:2300,4.75,99.4,0.0,-0.0,0.0,327.65,2.07,276.0,97809.0 -20180127:0000,4.69,99.4,0.0,-0.0,0.0,328.4,2.0,272.0,97838.0 -20180127:0100,4.59,95.75,0.0,-0.0,0.0,324.65,1.93,265.0,97848.0 -20180127:0200,4.53,95.75,0.0,-0.0,0.0,323.4,2.0,258.0,97867.0 -20180127:0300,4.56,95.75,0.0,-0.0,0.0,325.7,2.07,256.0,97906.0 -20180127:0400,4.52,92.25,0.0,-0.0,0.0,327.85,2.07,249.0,97926.0 -20180127:0500,4.39,92.25,0.0,-0.0,0.0,324.75,2.0,248.0,97984.0 -20180127:0600,4.5,92.25,0.0,-0.0,0.0,330.35,2.07,246.0,98042.0 -20180127:0700,4.51,92.25,2.0,0.0,2.0,327.45,1.93,245.0,98159.0 -20180127:0800,4.8,92.25,53.0,0.0,53.0,327.65,1.86,240.0,98246.0 -20180127:0900,5.15,92.25,32.0,0.0,32.0,332.65,1.79,244.0,98304.0 -20180127:1000,5.88,92.3,148.0,7.58,145.0,329.2,1.72,243.0,98353.0 -20180127:1100,6.51,89.0,238.0,70.3,207.0,333.25,1.66,238.0,98392.0 -20180127:1200,7.65,85.85,439.0,832.29,72.0,335.4,1.72,235.0,98362.0 -20180127:1300,8.68,82.75,297.0,313.42,173.0,321.45,1.59,228.0,98324.0 -20180127:1400,9.47,77.0,244.0,425.2,113.0,298.2,1.38,219.0,98294.0 -20180127:1500,9.65,77.0,154.0,634.89,37.0,293.95,1.1,218.0,98314.0 -20180127:1600,9.2,79.85,4.0,0.0,4.0,290.85,1.03,214.0,98353.0 -20180127:1700,7.45,82.7,0.0,-0.0,0.0,270.55,1.1,224.0,98430.0 -20180127:1800,5.48,85.65,0.0,-0.0,0.0,264.35,1.59,224.0,98479.0 -20180127:1900,5.41,85.65,0.0,-0.0,0.0,265.1,1.38,216.0,98498.0 -20180127:2000,6.09,85.7,0.0,-0.0,0.0,261.25,0.83,205.0,98518.0 -20180127:2100,4.7,88.85,0.0,-0.0,0.0,259.1,1.1,176.0,98547.0 -20180127:2200,2.8,95.7,0.0,-0.0,0.0,257.95,1.24,182.0,98557.0 -20180127:2300,2.68,92.15,0.0,-0.0,0.0,256.8,1.1,194.0,98576.0 -20180128:0000,3.34,92.15,0.0,-0.0,0.0,256.2,0.9,195.0,98576.0 -20180128:0100,3.19,88.7,0.0,-0.0,0.0,254.2,0.83,184.0,98557.0 -20180128:0200,2.53,92.15,0.0,-0.0,0.0,259.1,0.69,181.0,98566.0 -20180128:0300,2.12,95.65,0.0,-0.0,0.0,260.65,0.41,183.0,98557.0 -20180128:0400,2.02,95.65,0.0,-0.0,0.0,260.65,0.14,170.0,98576.0 -20180128:0500,2.0,95.65,0.0,-0.0,0.0,265.1,0.14,120.0,98615.0 -20180128:0600,2.24,95.65,0.0,-0.0,0.0,269.75,0.14,163.0,98654.0 -20180128:0700,2.02,95.65,7.0,0.0,7.0,272.85,0.21,220.0,98702.0 -20180128:0800,2.75,95.7,158.0,608.08,44.0,273.65,0.07,292.0,98751.0 -20180128:0900,4.86,95.75,297.0,763.85,59.0,276.15,0.34,308.0,98760.0 -20180128:1000,7.29,89.0,405.0,863.81,60.0,281.75,0.34,334.0,98770.0 -20180128:1100,9.22,82.85,460.0,890.02,64.0,282.75,0.28,9.0,98731.0 -20180128:1200,10.91,77.15,459.0,889.69,63.0,280.8,0.07,70.0,98673.0 -20180128:1300,12.16,71.95,404.0,860.28,60.0,273.85,0.21,100.0,98566.0 -20180128:1400,12.83,69.45,304.0,813.23,50.0,272.85,0.55,79.0,98527.0 -20180128:1500,12.72,72.05,164.0,673.89,37.0,273.25,0.97,52.0,98518.0 -20180128:1600,11.26,80.1,6.0,0.0,6.0,272.1,1.72,43.0,98537.0 -20180128:1700,9.14,89.1,0.0,-0.0,0.0,267.05,1.59,46.0,98586.0 -20180128:1800,8.05,89.1,0.0,-0.0,0.0,265.1,0.76,61.0,98615.0 -20180128:1900,7.62,89.05,0.0,-0.0,0.0,277.3,0.83,143.0,98576.0 -20180128:2000,7.41,92.35,0.0,-0.0,0.0,285.05,0.69,145.0,98605.0 -20180128:2100,6.73,95.8,0.0,-0.0,0.0,291.85,0.97,136.0,98605.0 -20180128:2200,6.31,99.4,0.0,-0.0,0.0,293.55,1.03,133.0,98624.0 -20180128:2300,6.21,99.4,0.0,-0.0,0.0,305.4,0.76,140.0,98595.0 -20180129:0000,5.57,95.75,0.0,-0.0,0.0,299.55,0.55,153.0,98615.0 -20180129:0100,5.04,95.75,0.0,-0.0,0.0,304.35,0.69,155.0,98576.0 -20180129:0200,4.62,99.4,0.0,-0.0,0.0,303.45,0.76,144.0,98547.0 -20180129:0300,5.32,99.4,0.0,-0.0,0.0,306.55,0.62,121.0,98527.0 -20180129:0400,5.25,99.4,0.0,-0.0,0.0,298.6,0.55,85.0,98489.0 -20180129:0500,5.22,99.4,0.0,-0.0,0.0,304.4,0.48,61.0,98469.0 -20180129:0600,4.95,95.75,0.0,-0.0,0.0,299.2,0.41,49.0,98479.0 -20180129:0700,5.1,99.4,5.0,0.0,5.0,310.8,0.97,129.0,98518.0 -20180129:0800,6.11,99.4,127.0,267.37,76.0,313.5,0.62,120.0,98518.0 -20180129:0900,7.17,99.4,255.0,437.88,117.0,315.45,0.34,100.0,98518.0 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-20161201:1000,7.78,92.4,365.0,813.87,69.0,253.5,0.69,195.0,97654.0 -20161201:1100,10.13,86.0,396.0,817.48,76.0,251.6,0.69,186.0,97615.0 -20161201:1200,11.52,77.3,367.0,744.94,88.0,257.6,0.69,189.0,97528.0 -20161201:1300,12.36,69.45,286.0,617.67,92.0,275.95,0.83,192.0,97460.0 -20161201:1400,12.38,72.05,188.0,611.48,57.0,266.3,0.9,203.0,97411.0 -20161201:1500,11.6,77.3,21.0,0.0,21.0,266.85,1.17,208.0,97382.0 -20161201:1600,9.47,82.9,0.0,-0.0,0.0,265.3,1.66,203.0,97353.0 -20161201:1700,6.99,92.35,0.0,-0.0,0.0,257.6,1.72,185.0,97333.0 -20161201:1800,5.43,92.25,0.0,-0.0,0.0,253.3,1.72,168.0,97285.0 -20161201:1900,4.26,92.2,0.0,-0.0,0.0,251.4,1.93,162.0,97256.0 -20161201:2000,3.79,92.15,0.0,-0.0,0.0,254.65,1.86,167.0,97246.0 -20161201:2100,3.34,95.7,0.0,-0.0,0.0,255.65,1.79,171.0,97217.0 -20161201:2200,2.72,92.15,0.0,-0.0,0.0,254.1,1.86,169.0,97130.0 -20161201:2300,2.54,92.15,0.0,-0.0,0.0,259.3,1.86,168.0,97081.0 -20161202:0000,2.97,92.15,0.0,-0.0,0.0,263.6,1.59,161.0,97033.0 -20161202:0100,3.6,99.4,0.0,-0.0,0.0,276.85,1.24,156.0,97003.0 -20161202:0200,3.08,95.7,0.0,-0.0,0.0,282.75,1.31,163.0,96955.0 -20161202:0300,2.57,99.4,0.0,-0.0,0.0,278.85,1.52,172.0,96887.0 -20161202:0400,2.53,99.4,0.0,-0.0,0.0,286.4,1.66,173.0,96829.0 -20161202:0500,2.68,95.7,0.0,-0.0,0.0,288.15,1.66,166.0,96770.0 -20161202:0600,2.89,95.7,0.0,-0.0,0.0,290.1,1.59,162.0,96732.0 -20161202:0700,2.56,95.7,17.0,93.97,13.0,253.5,1.66,161.0,96702.0 -20161202:0800,3.88,95.7,162.0,671.47,40.0,258.15,1.59,155.0,96702.0 -20161202:0900,7.62,95.8,281.0,768.11,58.0,260.1,1.31,151.0,96693.0 -20161202:1000,10.24,86.05,359.0,803.21,69.0,261.45,1.38,155.0,96683.0 -20161202:1100,11.79,80.2,396.0,843.05,68.0,268.6,1.66,161.0,96654.0 -20161202:1200,12.8,74.75,376.0,829.65,67.0,271.9,1.93,166.0,96596.0 -20161202:1300,13.34,72.2,303.0,771.61,62.0,273.85,2.21,171.0,96557.0 -20161202:1400,13.21,74.75,190.0,662.53,49.0,278.3,2.07,169.0,96537.0 -20161202:1500,12.23,74.7,20.0,0.0,20.0,278.1,2.14,150.0,96537.0 -20161202:1600,10.47,80.05,0.0,-0.0,0.0,278.1,2.34,137.0,96576.0 -20161202:1700,8.91,89.1,0.0,-0.0,0.0,266.85,2.14,128.0,96635.0 -20161202:1800,7.64,92.35,0.0,-0.0,0.0,264.95,1.86,112.0,96722.0 -20161202:1900,6.9,92.35,0.0,-0.0,0.0,269.4,1.86,118.0,96693.0 -20161202:2000,5.43,95.75,0.0,-0.0,0.0,259.5,1.79,93.0,96770.0 -20161202:2100,4.42,99.4,0.0,-0.0,0.0,260.5,1.79,72.0,96858.0 -20161202:2200,3.65,99.4,0.0,-0.0,0.0,256.8,1.86,50.0,96945.0 -20161202:2300,3.32,99.4,0.0,-0.0,0.0,261.25,1.66,36.0,97042.0 -20161203:0000,3.9,99.4,0.0,-0.0,0.0,291.65,1.24,19.0,97091.0 -20161203:0100,4.43,100.0,0.0,-0.0,0.0,292.15,0.97,351.0,97120.0 -20161203:0200,4.41,99.4,0.0,-0.0,0.0,315.25,0.76,324.0,97149.0 -20161203:0300,4.66,99.4,0.0,-0.0,0.0,335.95,0.69,322.0,97159.0 -20161203:0400,5.07,100.0,0.0,-0.0,0.0,342.35,0.69,327.0,97168.0 -20161203:0500,5.43,99.4,0.0,-0.0,0.0,339.85,0.83,334.0,97198.0 -20161203:0600,5.66,95.75,0.0,-0.0,0.0,343.7,0.97,340.0,97227.0 -20161203:0700,5.71,99.4,8.0,0.0,8.0,336.75,1.03,353.0,97275.0 -20161203:0800,6.02,99.4,61.0,5.59,60.0,340.8,1.1,7.0,97333.0 -20161203:0900,6.35,95.8,55.0,0.0,55.0,337.3,1.17,15.0,97392.0 -20161203:1000,6.75,92.35,65.0,0.0,65.0,342.95,1.38,13.0,97411.0 -20161203:1100,7.41,89.0,66.0,0.0,66.0,348.35,1.59,6.0,97431.0 -20161203:1200,7.42,89.0,62.0,0.0,62.0,347.75,1.72,356.0,97392.0 -20161203:1300,7.75,82.7,51.0,0.0,51.0,346.2,1.93,360.0,97421.0 -20161203:1400,7.7,85.85,44.0,0.0,44.0,349.3,1.79,358.0,97421.0 -20161203:1500,7.62,89.0,28.0,0.0,28.0,345.65,1.72,359.0,97450.0 -20161203:1600,7.46,89.0,0.0,-0.0,0.0,343.7,1.52,357.0,97508.0 -20161203:1700,7.39,89.0,0.0,-0.0,0.0,345.65,1.52,351.0,97547.0 -20161203:1800,7.41,89.0,0.0,-0.0,0.0,347.4,1.45,346.0,97605.0 -20161203:1900,7.27,85.8,0.0,-0.0,0.0,345.25,1.72,348.0,97615.0 -20161203:2000,7.24,85.8,0.0,-0.0,0.0,343.3,1.59,344.0,97663.0 -20161203:2100,7.25,89.0,0.0,-0.0,0.0,345.85,1.52,344.0,97702.0 -20161203:2200,7.19,89.0,0.0,-0.0,0.0,344.5,1.52,344.0,97722.0 -20161203:2300,7.11,92.35,0.0,-0.0,0.0,341.4,1.45,343.0,97770.0 -20161204:0000,6.96,92.35,0.0,-0.0,0.0,340.0,0.0,0.0,97770.0 -20161204:0100,6.88,92.35,0.0,-0.0,0.0,337.8,0.0,0.0,97770.0 -20161204:0200,6.63,95.8,0.0,-0.0,0.0,331.3,1.17,326.0,97809.0 -20161204:0300,6.6,95.8,0.0,-0.0,0.0,336.35,1.03,324.0,97790.0 -20161204:0400,6.42,95.8,0.0,-0.0,0.0,331.5,1.03,322.0,97770.0 -20161204:0500,6.24,95.8,0.0,-0.0,0.0,328.8,0.97,322.0,97790.0 -20161204:0600,6.41,95.8,0.0,-0.0,0.0,338.3,0.9,322.0,97809.0 -20161204:0700,6.64,95.8,7.0,0.0,7.0,337.9,1.45,306.0,97819.0 -20161204:0800,6.92,92.35,62.0,11.36,60.0,341.55,1.24,311.0,97877.0 -20161204:0900,7.25,89.0,87.0,0.0,87.0,338.5,1.1,314.0,97906.0 -20161204:1000,7.66,85.8,91.0,0.0,91.0,344.3,1.31,324.0,97935.0 -20161204:1100,7.91,82.7,88.0,0.0,88.0,343.5,1.38,329.0,97935.0 -20161204:1200,8.2,79.75,81.0,0.0,81.0,344.5,1.38,330.0,97896.0 -20161204:1300,8.25,79.75,99.0,3.23,98.0,345.85,1.38,341.0,97887.0 -20161204:1400,8.25,79.75,70.0,4.75,69.0,339.05,1.17,347.0,97887.0 -20161204:1500,8.1,85.85,27.0,0.0,27.0,336.15,0.97,351.0,97896.0 -20161204:1600,7.77,85.85,0.0,-0.0,0.0,334.8,0.76,351.0,97926.0 -20161204:1700,7.44,92.35,0.0,-0.0,0.0,338.1,0.69,337.0,97955.0 -20161204:1800,7.4,92.35,0.0,-0.0,0.0,342.55,0.76,314.0,98003.0 -20161204:1900,7.33,92.35,0.0,-0.0,0.0,333.45,1.03,325.0,97974.0 -20161204:2000,7.12,95.8,0.0,-0.0,0.0,329.4,0.97,316.0,98013.0 -20161204:2100,6.93,95.8,0.0,-0.0,0.0,330.55,1.03,307.0,98023.0 -20161204:2200,6.82,95.8,0.0,-0.0,0.0,330.15,1.1,306.0,98061.0 -20161204:2300,6.47,95.8,0.0,-0.0,0.0,319.3,1.1,307.0,98091.0 -20161205:0000,6.0,95.75,0.0,-0.0,0.0,307.5,1.17,310.0,98071.0 -20161205:0100,6.1,95.75,0.0,-0.0,0.0,322.9,1.1,309.0,98081.0 -20161205:0200,6.14,99.4,0.0,-0.0,0.0,325.3,1.03,307.0,98091.0 -20161205:0300,6.09,99.4,0.0,-0.0,0.0,324.95,1.1,304.0,98091.0 -20161205:0400,6.31,95.8,0.0,-0.0,0.0,336.15,0.97,299.0,98081.0 -20161205:0500,6.14,99.4,0.0,-0.0,0.0,325.5,1.03,294.0,98091.0 -20161205:0600,5.9,95.75,0.0,-0.0,0.0,320.3,1.1,289.0,98120.0 -20161205:0700,5.47,95.75,8.0,0.0,8.0,312.95,1.24,280.0,98120.0 -20161205:0800,5.82,95.75,137.0,472.89,55.0,310.05,0.97,279.0,98178.0 -20161205:0900,7.73,85.85,247.0,570.09,86.0,316.05,0.97,284.0,98207.0 -20161205:1000,8.51,79.75,325.0,627.55,103.0,298.4,1.1,296.0,98217.0 -20161205:1100,9.25,74.2,370.0,734.5,89.0,316.2,1.17,320.0,98197.0 -20161205:1200,9.67,74.2,350.0,708.65,90.0,303.65,1.1,339.0,98129.0 -20161205:1300,9.93,71.6,254.0,451.61,115.0,297.65,0.97,356.0,98081.0 -20161205:1400,10.01,71.6,180.0,597.27,55.0,295.7,0.83,8.0,98061.0 -20161205:1500,9.53,74.2,22.0,0.0,22.0,296.5,0.55,2.0,98071.0 -20161205:1600,8.75,76.95,0.0,-0.0,0.0,275.0,0.0,0.0,98081.0 -20161205:1700,7.41,82.65,0.0,-0.0,0.0,274.05,0.0,0.0,98100.0 -20161205:1800,5.57,92.25,0.0,-0.0,0.0,271.5,1.45,284.0,98129.0 -20161205:1900,5.88,92.3,0.0,-0.0,0.0,293.55,1.38,293.0,98081.0 -20161205:2000,5.5,92.25,0.0,-0.0,0.0,297.45,1.31,293.0,98110.0 -20161205:2100,5.16,88.85,0.0,-0.0,0.0,284.85,1.24,284.0,98110.0 -20161205:2200,4.9,92.25,0.0,-0.0,0.0,282.35,1.17,272.0,98100.0 -20161205:2300,5.04,92.25,0.0,-0.0,0.0,279.85,1.03,263.0,98091.0 -20161206:0000,5.29,88.85,0.0,-0.0,0.0,276.95,0.9,266.0,98071.0 -20161206:0100,4.58,95.75,0.0,-0.0,0.0,283.8,0.55,269.0,98042.0 -20161206:0200,4.11,95.7,0.0,-0.0,0.0,275.6,0.34,248.0,98042.0 -20161206:0300,3.09,99.4,0.0,-0.0,0.0,267.85,0.34,242.0,98003.0 -20161206:0400,2.55,99.4,0.0,-0.0,0.0,261.25,0.34,240.0,97994.0 -20161206:0500,2.35,95.7,0.0,-0.0,0.0,262.4,0.41,226.0,98003.0 -20161206:0600,2.16,95.7,0.0,-0.0,0.0,270.15,0.28,236.0,98023.0 -20161206:0700,3.23,95.7,9.0,0.0,9.0,250.6,0.55,224.0,98100.0 -20161206:0800,3.46,95.7,146.0,608.84,42.0,256.8,0.48,222.0,98120.0 -20161206:0900,5.43,92.25,266.0,735.78,60.0,254.5,0.55,239.0,98159.0 -20161206:1000,7.84,79.7,346.0,782.27,71.0,252.15,0.55,246.0,98149.0 -20161206:1100,9.48,68.9,373.0,756.63,85.0,256.4,0.48,250.0,98129.0 -20161206:1200,10.46,64.1,351.0,717.27,89.0,257.6,0.28,275.0,98071.0 -20161206:1300,10.97,59.6,279.0,626.41,87.0,264.95,0.14,26.0,98032.0 -20161206:1400,10.97,61.85,192.0,719.97,42.0,260.1,0.48,57.0,98042.0 -20161206:1500,10.36,66.55,22.0,0.0,22.0,257.4,0.97,61.0,98061.0 -20161206:1600,8.36,79.75,0.0,-0.0,0.0,253.5,1.03,64.0,98110.0 -20161206:1700,8.75,71.4,0.0,-0.0,0.0,251.2,0.48,44.0,98168.0 -20161206:1800,8.26,74.05,0.0,-0.0,0.0,247.5,0.28,331.0,98217.0 -20161206:1900,7.04,79.55,0.0,-0.0,0.0,241.5,0.83,271.0,98256.0 -20161206:2000,6.3,82.55,0.0,-0.0,0.0,239.6,0.55,250.0,98304.0 -20161206:2100,5.52,85.6,0.0,-0.0,0.0,236.65,0.55,190.0,98314.0 -20161206:2200,4.5,85.5,0.0,-0.0,0.0,237.05,0.55,199.0,98343.0 -20161206:2300,3.43,88.7,0.0,-0.0,0.0,235.5,0.62,210.0,98382.0 -20161207:0000,1.55,95.65,0.0,-0.0,0.0,242.5,0.62,209.0,98392.0 -20161207:0100,0.08,95.6,0.0,-0.0,0.0,244.55,0.48,206.0,98392.0 -20161207:0200,-0.11,95.6,0.0,-0.0,0.0,242.85,0.28,209.0,98440.0 -20161207:0300,-0.1,92.0,0.0,-0.0,0.0,241.9,0.41,187.0,98459.0 -20161207:0400,0.03,92.0,0.0,-0.0,0.0,241.5,0.21,194.0,98450.0 -20161207:0500,0.39,88.5,0.0,-0.0,0.0,248.85,0.07,301.0,98489.0 -20161207:0600,0.54,88.5,0.0,-0.0,0.0,244.2,0.07,324.0,98518.0 -20161207:0700,-0.32,95.6,8.0,0.0,8.0,252.55,0.55,196.0,98586.0 -20161207:0800,0.41,95.65,146.0,623.78,41.0,251.2,0.21,163.0,98605.0 -20161207:0900,2.75,88.7,266.0,749.17,58.0,257.0,0.14,72.0,98654.0 -20161207:1000,4.81,88.85,353.0,827.06,64.0,252.15,0.41,28.0,98683.0 -20161207:1100,6.46,82.55,386.0,836.83,69.0,251.95,0.48,22.0,98683.0 -20161207:1200,7.83,76.8,370.0,835.68,66.0,239.0,0.62,35.0,98624.0 -20161207:1300,8.56,76.85,297.0,769.6,62.0,241.15,1.1,44.0,98615.0 -20161207:1400,8.42,76.85,186.0,665.0,48.0,242.65,1.38,46.0,98654.0 -20161207:1500,7.37,82.65,19.0,0.0,19.0,241.5,1.38,57.0,98673.0 -20161207:1600,5.64,92.25,0.0,-0.0,0.0,237.65,1.72,57.0,98731.0 -20161207:1700,3.94,95.7,0.0,-0.0,0.0,235.3,1.45,49.0,98790.0 -20161207:1800,3.0,95.7,0.0,-0.0,0.0,241.5,1.03,16.0,98857.0 -20161207:1900,3.31,95.7,0.0,-0.0,0.0,239.6,0.9,298.0,98906.0 -20161207:2000,2.47,95.7,0.0,-0.0,0.0,242.5,0.97,306.0,98925.0 -20161207:2100,2.41,95.7,0.0,-0.0,0.0,239.6,0.76,295.0,98974.0 -20161207:2200,2.28,92.15,0.0,-0.0,0.0,243.65,0.55,260.0,98955.0 -20161207:2300,1.45,95.65,0.0,-0.0,0.0,242.1,0.55,231.0,98974.0 -20161208:0000,0.43,99.4,0.0,-0.0,0.0,246.35,0.55,236.0,98935.0 -20161208:0100,-0.66,95.6,0.0,-0.0,0.0,246.65,0.55,220.0,98916.0 -20161208:0200,-1.15,99.4,0.0,-0.0,0.0,247.7,0.55,197.0,98887.0 -20161208:0300,-1.05,99.4,0.0,-0.0,0.0,249.85,0.48,185.0,98867.0 -20161208:0400,-0.91,99.4,0.0,-0.0,0.0,249.45,0.34,201.0,98848.0 -20161208:0500,-0.88,95.6,0.0,-0.0,0.0,253.3,0.28,249.0,98857.0 -20161208:0600,-1.01,99.4,0.0,-0.0,0.0,245.75,0.41,264.0,98867.0 -20161208:0700,-0.72,95.6,6.0,0.0,6.0,253.7,0.83,193.0,98964.0 -20161208:0800,-0.01,95.6,139.0,572.52,44.0,248.5,0.62,198.0,98964.0 -20161208:0900,2.33,92.15,262.0,737.09,59.0,259.1,0.41,216.0,98964.0 -20161208:1000,4.38,85.5,345.0,797.28,68.0,260.5,0.21,247.0,98945.0 -20161208:1100,5.98,79.4,381.0,827.36,69.0,258.95,0.41,314.0,98896.0 -20161208:1200,7.42,71.15,367.0,838.86,63.0,248.5,0.48,344.0,98799.0 -20161208:1300,8.22,68.7,292.0,745.94,65.0,249.25,0.41,14.0,98770.0 -20161208:1400,8.28,68.7,183.0,647.92,49.0,251.6,0.41,54.0,98712.0 -20161208:1500,7.59,73.9,20.0,0.0,20.0,251.0,0.69,56.0,98712.0 -20161208:1600,6.17,79.5,0.0,-0.0,0.0,247.7,0.69,56.0,98712.0 -20161208:1700,5.87,79.4,0.0,-0.0,0.0,247.5,0.48,5.0,98722.0 -20161208:1800,5.09,85.55,0.0,-0.0,0.0,248.65,0.83,328.0,98731.0 -20161208:1900,3.72,88.75,0.0,-0.0,0.0,247.9,0.14,104.0,98760.0 -20161208:2000,3.47,88.7,0.0,-0.0,0.0,247.9,0.48,271.0,98760.0 -20161208:2100,2.62,88.65,0.0,-0.0,0.0,247.5,0.83,261.0,98770.0 -20161208:2200,1.44,92.05,0.0,-0.0,0.0,249.85,0.9,241.0,98741.0 -20161208:2300,0.47,95.65,0.0,-0.0,0.0,251.95,0.76,224.0,98731.0 -20161209:0000,-0.38,95.6,0.0,-0.0,0.0,258.15,0.62,215.0,98654.0 -20161209:0100,-0.73,95.6,0.0,-0.0,0.0,262.9,0.62,208.0,98624.0 -20161209:0200,-0.81,95.6,0.0,-0.0,0.0,265.15,0.48,212.0,98586.0 -20161209:0300,-0.76,95.6,0.0,-0.0,0.0,265.1,0.41,233.0,98557.0 -20161209:0400,-0.75,95.6,0.0,-0.0,0.0,263.6,0.28,256.0,98479.0 -20161209:0500,-0.86,95.6,0.0,-0.0,0.0,261.25,0.21,249.0,98459.0 -20161209:0600,-0.86,95.6,0.0,-0.0,0.0,263.2,0.14,249.0,98450.0 -20161209:0700,-1.5,100.0,6.0,0.0,6.0,283.1,0.62,185.0,98537.0 -20161209:0800,-0.22,95.6,139.0,605.0,40.0,285.65,0.41,216.0,98557.0 -20161209:0900,1.54,95.65,257.0,720.87,60.0,283.5,0.21,211.0,98557.0 -20161209:1000,3.59,99.4,338.0,764.01,74.0,280.4,0.21,150.0,98547.0 -20161209:1100,5.79,92.3,370.0,769.62,81.0,284.1,0.34,103.0,98479.0 -20161209:1200,7.36,92.35,355.0,775.33,75.0,287.6,0.62,101.0,98392.0 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-20161210:0400,1.68,95.65,0.0,-0.0,0.0,297.45,0.14,58.0,98129.0 -20161210:0500,1.72,95.65,0.0,-0.0,0.0,298.8,0.28,18.0,98091.0 -20161210:0600,1.4,99.4,0.0,-0.0,0.0,292.05,0.55,4.0,98091.0 -20161210:0700,1.98,99.4,0.0,0.0,0.0,302.65,0.41,41.0,98129.0 -20161210:0800,2.51,99.4,131.0,532.71,45.0,304.8,0.41,1.0,98139.0 -20161210:0900,3.92,99.4,248.0,663.58,68.0,299.2,0.48,343.0,98168.0 -20161210:1000,6.04,99.4,310.0,596.32,105.0,307.3,0.41,340.0,98129.0 -20161210:1100,7.39,99.4,369.0,786.01,75.0,307.3,0.41,0.0,98071.0 -20161210:1200,8.67,99.4,356.0,800.01,68.0,316.8,0.41,32.0,97984.0 -20161210:1300,9.54,99.4,283.0,700.59,71.0,314.1,0.62,48.0,97926.0 -20161210:1400,9.67,99.4,178.0,617.21,51.0,305.2,0.97,33.0,97896.0 -20161210:1500,8.99,99.4,21.0,0.0,21.0,298.6,1.38,16.0,97877.0 -20161210:1600,7.51,100.0,0.0,-0.0,0.0,290.1,1.72,13.0,97887.0 -20161210:1700,6.32,99.4,0.0,-0.0,0.0,279.45,1.52,10.0,97877.0 -20161210:1800,5.22,99.4,0.0,-0.0,0.0,285.85,1.03,8.0,97877.0 -20161210:1900,4.36,99.4,0.0,-0.0,0.0,293.6,0.69,10.0,97867.0 -20161210:2000,4.26,99.4,0.0,-0.0,0.0,300.75,0.55,7.0,97848.0 -20161210:2100,3.7,99.4,0.0,-0.0,0.0,307.7,0.62,343.0,97828.0 -20161210:2200,3.38,99.4,0.0,-0.0,0.0,303.65,0.69,340.0,97790.0 -20161210:2300,3.27,99.4,0.0,-0.0,0.0,304.8,0.62,348.0,97751.0 -20161211:0000,3.03,99.4,0.0,-0.0,0.0,302.85,0.69,348.0,97693.0 -20161211:0100,2.82,95.7,0.0,-0.0,0.0,303.15,0.76,1.0,97663.0 -20161211:0200,2.83,95.7,0.0,-0.0,0.0,306.35,0.76,3.0,97615.0 -20161211:0300,2.71,95.7,0.0,-0.0,0.0,305.2,0.9,352.0,97557.0 -20161211:0400,2.9,99.4,0.0,-0.0,0.0,313.1,0.76,348.0,97489.0 -20161211:0500,3.02,99.4,0.0,-0.0,0.0,316.05,0.62,342.0,97450.0 -20161211:0600,2.84,95.7,0.0,-0.0,0.0,308.1,0.76,342.0,97431.0 -20161211:0700,3.48,100.0,0.0,0.0,0.0,317.2,0.9,13.0,97469.0 -20161211:0800,4.27,99.4,128.0,520.9,45.0,324.95,0.76,4.0,97460.0 -20161211:0900,5.75,99.4,242.0,631.16,72.0,332.5,0.55,354.0,97460.0 -20161211:1000,6.69,95.8,302.0,555.37,112.0,319.7,0.55,335.0,97392.0 -20161211:1100,7.81,95.8,369.0,804.97,69.0,332.1,0.34,327.0,97314.0 -20161211:1200,8.55,95.85,266.0,289.71,162.0,327.25,0.28,346.0,97198.0 -20161211:1300,9.12,95.85,218.0,278.21,134.0,329.95,0.0,283.0,97120.0 -20161211:1400,9.46,92.45,126.0,175.25,90.0,340.2,0.41,219.0,97042.0 -20161211:1500,9.21,92.45,26.0,0.0,26.0,334.0,0.69,310.0,97033.0 -20161211:1600,8.31,95.85,0.0,-0.0,0.0,333.85,0.9,339.0,97042.0 -20161211:1700,7.43,99.4,0.0,-0.0,0.0,321.25,0.83,341.0,97062.0 -20161211:1800,6.55,100.0,0.0,-0.0,0.0,319.7,0.55,352.0,97091.0 -20161211:1900,6.73,99.4,0.0,-0.0,0.0,301.7,0.34,90.0,97071.0 -20161211:2000,5.11,100.0,0.0,-0.0,0.0,296.5,0.55,70.0,97091.0 -20161211:2100,5.09,100.0,0.0,-0.0,0.0,299.2,0.55,83.0,97100.0 -20161211:2200,4.59,100.0,0.0,-0.0,0.0,302.3,0.76,61.0,97110.0 -20161211:2300,4.27,99.4,0.0,-0.0,0.0,307.9,1.03,50.0,97120.0 -20161212:0000,4.06,100.0,0.0,-0.0,0.0,310.4,1.1,40.0,97120.0 -20161212:0100,3.87,99.4,0.0,-0.0,0.0,309.55,0.97,27.0,97120.0 -20161212:0200,3.84,99.4,0.0,-0.0,0.0,312.15,0.62,1.0,97120.0 -20161212:0300,3.47,100.0,0.0,-0.0,0.0,305.4,0.48,3.0,97110.0 -20161212:0400,3.28,99.4,0.0,-0.0,0.0,302.3,0.34,15.0,97100.0 -20161212:0500,3.12,99.4,0.0,-0.0,0.0,306.75,0.21,355.0,97130.0 -20161212:0600,3.07,99.4,0.0,-0.0,0.0,311.4,0.34,314.0,97159.0 -20161212:0700,2.64,95.7,0.0,0.0,0.0,299.2,0.62,264.0,97198.0 -20161212:0800,3.09,99.4,74.0,63.56,64.0,297.05,0.76,252.0,97265.0 -20161212:0900,4.47,99.4,119.0,29.9,111.0,294.75,0.69,251.0,97333.0 -20161212:1000,6.01,99.4,169.0,46.98,153.0,291.25,0.55,267.0,97363.0 -20161212:1100,7.57,92.35,232.0,137.3,181.0,290.85,0.62,288.0,97382.0 -20161212:1200,8.94,85.95,160.0,25.13,151.0,271.3,0.55,310.0,97343.0 -20161212:1300,10.06,79.95,107.0,6.64,105.0,272.3,0.55,12.0,97324.0 -20161212:1400,10.15,79.95,144.0,297.28,83.0,273.45,0.97,47.0,97343.0 -20161212:1500,9.4,85.95,25.0,0.0,25.0,263.6,1.1,50.0,97372.0 -20161212:1600,7.75,92.4,0.0,-0.0,0.0,259.3,0.9,38.0,97431.0 -20161212:1700,7.13,95.8,0.0,-0.0,0.0,259.7,0.69,350.0,97479.0 -20161212:1800,6.38,95.8,0.0,-0.0,0.0,256.6,0.83,314.0,97566.0 -20161212:1900,6.53,99.4,0.0,-0.0,0.0,273.25,0.21,241.0,97508.0 -20161212:2000,5.66,95.75,0.0,-0.0,0.0,262.4,0.48,288.0,97566.0 -20161212:2100,5.1,95.75,0.0,-0.0,0.0,269.4,0.48,297.0,97634.0 -20161212:2200,4.74,92.25,0.0,-0.0,0.0,258.15,0.28,313.0,97683.0 -20161212:2300,4.41,92.2,0.0,-0.0,0.0,251.95,0.14,350.0,97722.0 -20161213:0000,3.96,88.75,0.0,-0.0,0.0,254.5,0.14,28.0,97761.0 -20161213:0100,3.07,92.15,0.0,-0.0,0.0,257.7,0.21,15.0,97761.0 -20161213:0200,2.58,92.15,0.0,-0.0,0.0,251.4,0.28,347.0,97799.0 -20161213:0300,2.21,88.65,0.0,-0.0,0.0,253.5,0.48,320.0,97828.0 -20161213:0400,1.61,92.05,0.0,-0.0,0.0,263.2,0.55,305.0,97848.0 -20161213:0500,1.16,88.6,0.0,-0.0,0.0,251.4,0.48,276.0,97877.0 -20161213:0600,0.97,92.05,0.0,-0.0,0.0,260.5,0.34,263.0,97926.0 -20161213:0700,0.83,92.05,0.0,0.0,0.0,240.75,0.21,249.0,98013.0 -20161213:0800,1.23,88.6,80.0,90.06,66.0,246.95,0.28,223.0,98081.0 -20161213:0900,2.84,92.15,126.0,45.14,114.0,245.6,0.34,239.0,98120.0 -20161213:1000,5.35,85.6,144.0,17.69,138.0,252.55,0.41,262.0,98120.0 -20161213:1100,7.0,82.6,161.0,21.6,153.0,270.75,0.48,314.0,98100.0 -20161213:1200,8.14,79.7,150.0,16.79,144.0,257.75,0.69,338.0,98042.0 -20161213:1300,8.78,74.15,132.0,26.58,124.0,263.2,0.9,352.0,97984.0 -20161213:1400,8.8,74.15,80.0,19.5,76.0,261.45,0.9,357.0,98003.0 -20161213:1500,8.17,79.7,26.0,0.0,26.0,263.0,0.9,2.0,97984.0 -20161213:1600,6.55,88.95,0.0,-0.0,0.0,258.55,1.03,7.0,98013.0 -20161213:1700,5.26,88.85,0.0,-0.0,0.0,256.05,0.97,359.0,98032.0 -20161213:1800,5.28,88.85,0.0,-0.0,0.0,255.25,0.83,337.0,98061.0 -20161213:1900,3.99,95.7,0.0,-0.0,0.0,256.6,0.76,340.0,98091.0 -20161213:2000,3.64,95.7,0.0,-0.0,0.0,253.9,0.62,335.0,98091.0 -20161213:2100,3.27,95.7,0.0,-0.0,0.0,255.45,0.69,328.0,98110.0 -20161213:2200,2.03,99.4,0.0,-0.0,0.0,266.1,0.76,318.0,98120.0 -20161213:2300,0.9,95.65,0.0,-0.0,0.0,266.1,0.62,304.0,98110.0 -20161214:0000,0.04,99.4,0.0,-0.0,0.0,273.45,0.34,275.0,98091.0 -20161214:0100,0.0,99.4,0.0,-0.0,0.0,275.9,0.34,232.0,98042.0 -20161214:0200,0.27,95.65,0.0,-0.0,0.0,286.6,0.34,225.0,98032.0 -20161214:0300,0.21,95.65,0.0,-0.0,0.0,283.5,0.21,222.0,97994.0 -20161214:0400,0.23,95.65,0.0,-0.0,0.0,287.75,0.07,228.0,97964.0 -20161214:0500,0.27,95.65,0.0,-0.0,0.0,293.55,0.07,47.0,97964.0 -20161214:0600,0.28,95.65,0.0,-0.0,0.0,292.05,0.28,28.0,97964.0 -20161214:0700,0.36,95.65,0.0,0.0,0.0,272.85,0.34,329.0,98003.0 -20161214:0800,0.57,99.4,61.0,26.03,57.0,293.95,0.34,327.0,98023.0 -20161214:0900,1.54,99.4,119.0,34.06,110.0,286.8,0.55,316.0,98052.0 -20161214:1000,2.51,95.7,139.0,14.8,134.0,304.4,0.48,300.0,98042.0 -20161214:1100,3.76,92.15,175.0,35.2,162.0,303.65,0.48,278.0,98003.0 -20161214:1200,5.01,88.85,133.0,8.41,130.0,300.55,0.34,267.0,97906.0 -20161214:1300,5.53,85.6,137.0,33.26,127.0,305.95,0.07,280.0,97838.0 -20161214:1400,5.9,82.5,86.0,29.25,80.0,298.6,0.21,41.0,97819.0 -20161214:1500,5.7,82.5,26.0,0.0,26.0,303.85,0.55,45.0,97799.0 -20161214:1600,4.94,88.85,0.0,-0.0,0.0,286.8,0.83,33.0,97809.0 -20161214:1700,4.12,95.7,0.0,-0.0,0.0,287.4,0.55,2.0,97819.0 -20161214:1800,3.98,95.7,0.0,-0.0,0.0,283.7,0.41,306.0,97838.0 -20161214:1900,2.88,95.7,0.0,-0.0,0.0,283.1,0.28,308.0,97858.0 -20161214:2000,2.37,95.7,0.0,-0.0,0.0,292.4,0.28,357.0,97887.0 -20161214:2100,2.19,95.7,0.0,-0.0,0.0,300.75,0.07,340.0,97906.0 -20161214:2200,2.13,95.7,0.0,-0.0,0.0,298.8,0.07,246.0,97916.0 -20161214:2300,2.18,95.7,0.0,-0.0,0.0,302.5,0.14,273.0,97916.0 -20161215:0000,2.09,99.4,0.0,-0.0,0.0,300.55,0.28,328.0,97896.0 -20161215:0100,1.73,95.65,0.0,-0.0,0.0,301.05,0.41,358.0,97887.0 -20161215:0200,1.36,95.65,0.0,-0.0,0.0,295.9,0.62,10.0,97916.0 -20161215:0300,1.13,95.65,0.0,-0.0,0.0,295.3,0.76,12.0,97916.0 -20161215:0400,0.96,99.35,0.0,-0.0,0.0,295.5,0.83,14.0,97926.0 -20161215:0500,0.73,95.65,0.0,-0.0,0.0,293.0,0.76,12.0,97964.0 -20161215:0600,0.55,99.4,0.0,-0.0,0.0,291.25,0.76,10.0,98003.0 -20161215:0700,0.32,95.65,0.0,0.0,0.0,278.1,0.55,359.0,98071.0 -20161215:0800,0.66,95.65,76.0,85.54,63.0,287.0,0.41,343.0,98110.0 -20161215:0900,1.81,95.65,117.0,30.44,109.0,293.55,0.41,286.0,98149.0 -20161215:1000,3.2,95.7,121.0,5.94,119.0,290.65,0.48,265.0,98139.0 -20161215:1100,4.75,92.25,107.0,0.0,107.0,290.1,0.41,250.0,98110.0 -20161215:1200,6.01,88.9,196.0,78.62,168.0,293.95,0.14,243.0,98023.0 -20161215:1300,6.84,82.6,179.0,126.47,141.0,282.95,0.14,36.0,97984.0 -20161215:1400,7.06,82.6,133.0,224.14,87.0,261.25,0.41,20.0,97964.0 -20161215:1500,6.58,85.7,27.0,0.0,27.0,253.9,0.76,4.0,97984.0 -20161215:1600,5.27,92.25,0.0,-0.0,0.0,249.25,1.03,16.0,98003.0 -20161215:1700,3.88,95.7,0.0,-0.0,0.0,265.3,0.97,37.0,98032.0 -20161215:1800,4.1,99.4,0.0,-0.0,0.0,248.85,0.69,59.0,98042.0 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-20161216:1000,3.25,95.7,86.0,0.0,86.0,300.75,0.76,32.0,98430.0 -20161216:1100,4.18,92.2,94.0,0.0,94.0,300.15,1.17,26.0,98459.0 -20161216:1200,4.71,88.85,94.0,0.0,94.0,304.4,1.59,23.0,98430.0 -20161216:1300,5.04,88.85,103.0,3.33,102.0,302.3,1.86,22.0,98459.0 -20161216:1400,5.1,88.85,66.0,4.87,65.0,303.05,1.86,20.0,98498.0 -20161216:1500,4.89,88.85,26.0,0.0,26.0,301.5,1.72,19.0,98547.0 -20161216:1600,4.39,92.2,0.0,-0.0,0.0,298.2,1.38,12.0,98615.0 -20161216:1700,3.96,95.7,0.0,-0.0,0.0,295.3,1.31,9.0,98683.0 -20161216:1800,3.64,92.15,0.0,-0.0,0.0,298.8,1.24,359.0,98760.0 -20161216:1900,3.33,95.7,0.0,-0.0,0.0,291.05,1.38,315.0,98838.0 -20161216:2000,2.75,92.15,0.0,-0.0,0.0,282.55,1.31,317.0,98867.0 -20161216:2100,2.16,92.15,0.0,-0.0,0.0,282.55,1.24,315.0,98906.0 -20161216:2200,1.61,95.65,0.0,-0.0,0.0,275.75,1.24,307.0,98945.0 -20161216:2300,1.48,95.65,0.0,-0.0,0.0,282.95,1.17,299.0,98964.0 -20161217:0000,1.37,95.65,0.0,-0.0,0.0,284.5,1.1,293.0,98955.0 -20161217:0100,1.34,95.65,0.0,-0.0,0.0,263.7,0.97,283.0,98955.0 -20161217:0200,1.81,95.65,0.0,-0.0,0.0,261.65,0.55,251.0,98955.0 -20161217:0300,1.49,95.65,0.0,-0.0,0.0,268.6,0.41,205.0,98945.0 -20161217:0400,0.96,99.35,0.0,-0.0,0.0,270.35,0.48,180.0,98916.0 -20161217:0500,0.68,95.65,0.0,-0.0,0.0,274.2,0.41,157.0,98955.0 -20161217:0600,0.41,95.65,0.0,-0.0,0.0,277.9,0.41,142.0,98964.0 -20161217:0700,0.05,99.4,0.0,0.0,0.0,269.4,0.55,153.0,99022.0 -20161217:0800,0.36,95.65,112.0,402.91,52.0,257.75,0.41,131.0,99052.0 -20161217:0900,1.9,92.1,218.0,476.56,94.0,268.6,0.34,108.0,99081.0 -20161217:1000,3.17,88.7,296.0,528.96,119.0,257.0,0.41,111.0,99071.0 -20161217:1100,4.72,82.35,346.0,642.85,110.0,263.6,0.34,116.0,99042.0 -20161217:1200,5.8,79.4,360.0,827.09,66.0,265.3,0.41,84.0,98955.0 -20161217:1300,6.41,76.55,290.0,742.2,67.0,256.2,0.55,62.0,98916.0 -20161217:1400,6.46,76.55,185.0,670.37,47.0,255.45,0.76,61.0,98906.0 -20161217:1500,5.72,79.4,20.0,0.0,20.0,237.85,0.97,64.0,98916.0 -20161217:1600,4.21,88.8,0.0,-0.0,0.0,233.0,1.17,69.0,98916.0 -20161217:1700,2.72,92.15,0.0,-0.0,0.0,234.55,0.83,71.0,98935.0 -20161217:1800,2.75,92.15,0.0,-0.0,0.0,228.35,0.55,79.0,98925.0 -20161217:1900,2.19,92.15,0.0,-0.0,0.0,227.95,0.76,291.0,98964.0 -20161217:2000,1.1,99.35,0.0,-0.0,0.0,233.6,0.48,246.0,98984.0 -20161217:2100,0.06,99.4,0.0,-0.0,0.0,233.0,0.62,200.0,98974.0 -20161217:2200,-0.7,95.6,0.0,-0.0,0.0,240.55,0.9,187.0,98955.0 -20161217:2300,-1.11,95.6,0.0,-0.0,0.0,244.2,0.9,187.0,98925.0 -20161218:0000,-0.65,91.95,0.0,-0.0,0.0,244.8,0.76,188.0,98867.0 -20161218:0100,-0.83,88.45,0.0,-0.0,0.0,232.7,0.62,190.0,98828.0 -20161218:0200,-0.95,91.95,0.0,-0.0,0.0,232.8,0.48,190.0,98799.0 -20161218:0300,-1.58,91.9,0.0,-0.0,0.0,238.2,0.41,196.0,98770.0 -20161218:0400,-1.7,88.35,0.0,-0.0,0.0,234.55,0.34,202.0,98722.0 -20161218:0500,-1.82,88.35,0.0,-0.0,0.0,231.25,0.34,195.0,98702.0 -20161218:0600,-1.69,84.95,0.0,-0.0,0.0,233.75,0.41,188.0,98673.0 -20161218:0700,-1.86,88.35,0.0,0.0,0.0,241.9,0.41,196.0,98731.0 -20161218:0800,-1.62,88.35,118.0,481.19,47.0,233.75,0.21,251.0,98731.0 -20161218:0900,0.2,85.15,243.0,690.93,64.0,240.95,0.21,339.0,98731.0 -20161218:1000,2.06,78.95,332.0,781.93,71.0,241.3,0.07,12.0,98692.0 -20161218:1100,3.7,76.15,374.0,831.93,69.0,240.15,0.21,51.0,98615.0 -20161218:1200,4.83,70.7,366.0,858.41,61.0,246.75,0.48,60.0,98508.0 -20161218:1300,5.38,70.8,294.0,765.02,64.0,233.95,0.69,55.0,98421.0 -20161218:1400,5.1,76.3,189.0,697.86,45.0,232.6,0.9,41.0,98353.0 -20161218:1500,4.04,82.25,19.0,0.0,19.0,234.35,1.17,34.0,98304.0 -20161218:1600,2.35,85.35,0.0,-0.0,0.0,229.9,1.17,19.0,98294.0 -20161218:1700,0.71,88.55,0.0,-0.0,0.0,231.05,0.83,14.0,98265.0 -20161218:1800,0.84,88.55,0.0,-0.0,0.0,228.75,0.28,26.0,98236.0 -20161218:1900,-0.07,92.0,0.0,-0.0,0.0,233.4,0.76,22.0,98197.0 -20161218:2000,-0.69,95.6,0.0,-0.0,0.0,236.65,0.9,56.0,98178.0 -20161218:2100,-0.24,92.0,0.0,-0.0,0.0,257.0,0.69,25.0,98129.0 -20161218:2200,-1.77,95.6,0.0,-0.0,0.0,265.3,1.31,4.0,98100.0 -20161218:2300,-1.47,95.6,0.0,-0.0,0.0,278.3,1.31,14.0,98071.0 -20161219:0000,-1.55,95.6,0.0,-0.0,0.0,271.1,1.38,11.0,98052.0 -20161219:0100,-1.52,95.6,0.0,-0.0,0.0,276.25,1.17,354.0,98032.0 -20161219:0200,-1.76,95.6,0.0,-0.0,0.0,268.05,1.1,334.0,98032.0 -20161219:0300,-1.61,95.6,0.0,-0.0,0.0,268.6,0.83,318.0,98042.0 -20161219:0400,-0.92,95.6,0.0,-0.0,0.0,283.7,0.48,299.0,98032.0 -20161219:0500,-0.73,95.6,0.0,-0.0,0.0,289.3,0.41,307.0,98042.0 -20161219:0600,-0.81,95.6,0.0,-0.0,0.0,291.65,0.62,313.0,98071.0 -20161219:0700,-0.32,88.45,0.0,0.0,0.0,298.8,1.1,317.0,98091.0 -20161219:0800,0.06,92.0,72.0,82.02,60.0,303.45,1.03,303.0,98139.0 -20161219:0900,0.77,85.2,70.0,0.0,70.0,301.3,1.24,303.0,98236.0 -20161219:1000,1.2,82.0,69.0,0.0,69.0,305.0,1.52,306.0,98256.0 -20161219:1100,1.28,85.25,101.0,0.0,101.0,308.3,1.72,312.0,98265.0 -20161219:1200,1.18,88.6,58.0,0.0,58.0,308.65,2.07,330.0,98226.0 -20161219:1300,1.03,95.65,36.0,0.0,36.0,309.85,1.93,337.0,98197.0 -20161219:1400,1.09,95.65,142.0,270.59,86.0,311.4,1.52,338.0,98188.0 -20161219:1500,0.99,95.65,28.0,0.0,28.0,311.0,1.31,329.0,98197.0 -20161219:1600,0.87,95.65,0.0,-0.0,0.0,311.4,1.31,315.0,98217.0 -20161219:1700,0.9,95.65,0.0,-0.0,0.0,311.95,1.24,307.0,98236.0 -20161219:1800,0.99,95.65,0.0,-0.0,0.0,314.1,1.24,300.0,98256.0 -20161219:1900,0.91,95.65,0.0,-0.0,0.0,313.3,1.24,280.0,98265.0 -20161219:2000,0.93,95.65,0.0,-0.0,0.0,313.1,1.31,276.0,98256.0 -20161219:2100,0.97,95.65,0.0,-0.0,0.0,313.9,1.59,284.0,98265.0 -20161219:2200,1.12,92.05,0.0,-0.0,0.0,315.65,1.72,281.0,98226.0 -20161219:2300,1.2,92.05,0.0,-0.0,0.0,315.45,1.86,271.0,98217.0 -20161220:0000,1.33,92.05,0.0,-0.0,0.0,311.4,1.93,276.0,98178.0 -20161220:0100,1.32,92.05,0.0,-0.0,0.0,308.6,1.93,276.0,98129.0 -20161220:0200,1.42,92.05,0.0,-0.0,0.0,305.55,1.93,270.0,98100.0 -20161220:0300,1.68,92.1,0.0,-0.0,0.0,316.6,1.86,271.0,98052.0 -20161220:0400,1.87,92.1,0.0,-0.0,0.0,317.0,1.72,277.0,97984.0 -20161220:0500,2.06,92.1,0.0,-0.0,0.0,319.5,1.79,282.0,97945.0 -20161220:0600,2.17,88.65,0.0,-0.0,0.0,319.5,1.86,283.0,97916.0 -20161220:0700,2.62,92.15,0.0,0.0,0.0,320.65,1.93,299.0,97945.0 -20161220:0800,2.96,92.15,56.0,27.56,52.0,322.05,1.79,304.0,97945.0 -20161220:0900,3.28,92.15,46.0,0.0,46.0,322.8,1.66,295.0,97974.0 -20161220:1000,3.72,92.15,137.0,18.05,131.0,326.1,1.59,288.0,97964.0 -20161220:1100,4.18,92.2,34.0,0.0,34.0,327.85,1.52,282.0,97906.0 -20161220:1200,4.47,92.2,94.0,0.0,94.0,328.8,1.45,279.0,97838.0 -20161220:1300,4.48,92.2,72.0,0.0,72.0,329.55,1.52,283.0,97809.0 -20161220:1400,4.49,95.75,26.0,0.0,26.0,331.1,1.59,291.0,97809.0 -20161220:1500,4.47,95.75,19.0,0.0,19.0,331.5,1.52,291.0,97809.0 -20161220:1600,4.32,95.75,0.0,-0.0,0.0,330.35,1.45,285.0,97819.0 -20161220:1700,4.17,95.75,0.0,-0.0,0.0,330.75,1.45,288.0,97819.0 -20161220:1800,4.13,99.4,0.0,-0.0,0.0,331.9,1.38,283.0,97828.0 -20161220:1900,4.21,95.75,0.0,-0.0,0.0,329.4,1.59,278.0,97896.0 -20161220:2000,4.26,95.75,0.0,-0.0,0.0,330.35,1.59,274.0,97916.0 -20161220:2100,4.25,95.75,0.0,-0.0,0.0,332.65,1.52,268.0,97926.0 -20161220:2200,4.22,95.75,0.0,-0.0,0.0,332.3,1.72,265.0,97945.0 -20161220:2300,4.26,95.75,0.0,-0.0,0.0,333.85,1.86,266.0,97994.0 -20161221:0000,4.33,95.75,0.0,-0.0,0.0,334.0,1.93,265.0,97964.0 -20161221:0100,4.52,95.75,0.0,-0.0,0.0,335.3,1.86,264.0,97984.0 -20161221:0200,4.56,95.75,0.0,-0.0,0.0,337.5,1.79,262.0,98023.0 -20161221:0300,4.55,95.75,0.0,-0.0,0.0,337.9,1.59,267.0,98042.0 -20161221:0400,4.59,99.4,0.0,-0.0,0.0,338.65,1.31,275.0,98042.0 -20161221:0500,4.55,99.4,0.0,-0.0,0.0,334.6,1.17,281.0,98061.0 -20161221:0600,4.53,99.4,0.0,-0.0,0.0,331.5,1.1,277.0,98071.0 -20161221:0700,4.74,95.75,0.0,0.0,0.0,334.4,1.38,266.0,98139.0 -20161221:0800,4.91,95.75,34.0,0.0,34.0,331.7,1.31,263.0,98197.0 -20161221:0900,5.31,95.75,70.0,0.0,70.0,327.05,1.24,260.0,98246.0 -20161221:1000,6.31,95.8,73.0,0.0,73.0,339.05,1.31,245.0,98236.0 -20161221:1100,7.08,95.8,66.0,0.0,66.0,339.65,1.52,244.0,98236.0 -20161221:1200,7.45,95.8,86.0,0.0,86.0,338.65,1.66,251.0,98178.0 -20161221:1300,8.24,89.1,292.0,794.88,52.0,334.0,1.72,252.0,98139.0 -20161221:1400,8.45,92.4,143.0,282.95,84.0,311.2,1.79,247.0,98129.0 -20161221:1500,8.19,89.1,27.0,0.0,27.0,312.55,1.86,234.0,98139.0 -20161221:1600,7.12,92.35,0.0,-0.0,0.0,299.6,2.21,224.0,98149.0 -20161221:1700,6.35,92.3,0.0,-0.0,0.0,293.95,2.21,219.0,98178.0 -20161221:1800,5.62,92.25,0.0,-0.0,0.0,279.25,2.14,215.0,98197.0 -20161221:1900,4.84,92.25,0.0,-0.0,0.0,276.35,1.79,218.0,98256.0 -20161221:2000,4.15,92.2,0.0,-0.0,0.0,269.2,1.79,206.0,98246.0 -20161221:2100,3.57,95.7,0.0,-0.0,0.0,266.65,1.86,205.0,98236.0 -20161221:2200,2.4,92.15,0.0,-0.0,0.0,256.4,1.79,204.0,98226.0 -20161221:2300,1.91,92.1,0.0,-0.0,0.0,267.65,1.59,208.0,98226.0 -20161222:0000,1.63,88.65,0.0,-0.0,0.0,259.7,1.45,212.0,98197.0 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7c025f4113..a61790228a 100644 --- a/tests/iotools/test_pvgis.py +++ b/tests/iotools/test_pvgis.py @@ -279,6 +279,13 @@ def test_get_pvgis_hourly_bad_outputformat(requests_mock): get_pvgis_hourly(latitude=45, longitude=8, outputformat='basic') +def test_get_pvgis_tmy_basic_outputformat(): + # Test if a ValueError is raised if an unsupported outputformat is used + # E.g. 'basic' is a valid PVGIS format, but is not supported by pvlib + with pytest.raises(ValueError): + get_pvgis_tmy(latitude=45, longitude=8, outputformat='basic') + + url_additional_inputs = 'https://re.jrc.ec.europa.eu/api/seriescalc?lat=55.6814&lon=12.5758&outputformat=csv&angle=0&aspect=0&pvcalculation=1&pvtechchoice=crystSi&mountingplace=free&trackingtype=0&components=1&usehorizon=1&optimalangles=1&optimalinclination=0&loss=2&userhorizon=10%2C15%2C20%2C10&peakpower=5' # noqa: E501 @@ -427,21 +434,6 @@ def test_get_pvgis_tmy_kwargs(userhorizon_expected): assert inputs['meteo_data']['year_max'] == 2016 -@pytest.mark.remote_data -@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY) -def test_get_pvgis_tmy_basic(expected, meta_expected): - pvgis_data = get_pvgis_tmy(45, 8, outputformat='basic', - map_variables=False) - _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data) - - -def _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data): - data, _, _, _ = pvgis_data - # check each column of output separately - for outvar in meta_expected['outputs']['tmy_hourly']['variables'].keys(): - assert np.allclose(data[outvar], expected[outvar]) - - @pytest.mark.remote_data @pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY) def test_get_pvgis_tmy_coerce_year(): @@ -630,23 +622,6 @@ def test_read_pvgis_tmy_csv(expected, month_year_expected, inputs_expected, meta_expected, csv_meta, pvgis_data) -def test_read_pvgis_tmy_basic(expected, meta_expected): - fn = TESTS_DATA_DIR / 'tmy_45.000_8.000_2005_2023.txt' - # XXX: can't infer outputformat from file extensions for basic - with pytest.raises(ValueError, match="pvgis format 'txt' was unknown"): - read_pvgis_tmy(fn, map_variables=False) - # explicit pvgis outputformat - pvgis_data = read_pvgis_tmy(fn, pvgis_format='basic', map_variables=False) - _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data) - with fn.open('rb') as fbuf: - pvgis_data = read_pvgis_tmy(fbuf, pvgis_format='basic', - map_variables=False) - _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data) - # file buffer raises TypeError if passed to pathlib.Path() - with pytest.raises(TypeError): - read_pvgis_tmy(fbuf, map_variables=False) - - def test_read_pvgis_tmy_exception(): bad_outputformat = 'bad' err_msg = f"pvgis format '{bad_outputformat:s}' was unknown"