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| 1 | ''' |
|
1 | ''' | |
| 2 | Created on Feb 7, 2012 |
|
2 | Created on Feb 7, 2012 | |
| 3 |
|
3 | |||
| 4 | @author $Author$ |
|
4 | @author $Author$ | |
| 5 | @version $Id$ |
|
5 | @version $Id$ | |
| 6 | ''' |
|
6 | ''' | |
| 7 |
__version__ = |
|
7 | __version__ = '2.3' | |
| @@ -1,782 +1,783 | |||||
| 1 |
|
1 | |||
| 2 | import os |
|
2 | import os | |
| 3 | import time |
|
3 | import time | |
| 4 | import glob |
|
4 | import glob | |
| 5 | import datetime |
|
5 | import datetime | |
| 6 | from multiprocessing import Process |
|
6 | from multiprocessing import Process | |
| 7 |
|
7 | |||
| 8 | import zmq |
|
8 | import zmq | |
| 9 | import numpy |
|
9 | import numpy | |
| 10 | import matplotlib |
|
10 | import matplotlib | |
| 11 | import matplotlib.pyplot as plt |
|
11 | import matplotlib.pyplot as plt | |
| 12 | from mpl_toolkits.axes_grid1 import make_axes_locatable |
|
12 | from mpl_toolkits.axes_grid1 import make_axes_locatable | |
| 13 | from matplotlib.ticker import FuncFormatter, LinearLocator, MultipleLocator |
|
13 | from matplotlib.ticker import FuncFormatter, LinearLocator, MultipleLocator | |
| 14 |
|
14 | |||
| 15 | from schainpy.model.proc.jroproc_base import Operation |
|
15 | from schainpy.model.proc.jroproc_base import Operation | |
| 16 | from schainpy.utils import log |
|
16 | from schainpy.utils import log | |
| 17 |
|
17 | |||
| 18 | func = lambda x, pos: ('%s') %(datetime.datetime.fromtimestamp(x).strftime('%H:%M')) |
|
18 | func = lambda x, pos: ('%s') %(datetime.datetime.fromtimestamp(x).strftime('%H:%M')) | |
| 19 |
|
19 | |||
| 20 | d1970 = datetime.datetime(1970, 1, 1) |
|
20 | d1970 = datetime.datetime(1970, 1, 1) | |
| 21 |
|
21 | |||
| 22 |
|
22 | |||
| 23 | class PlotData(Operation, Process): |
|
23 | class PlotData(Operation, Process): | |
| 24 | ''' |
|
24 | ''' | |
| 25 | Base class for Schain plotting operations |
|
25 | Base class for Schain plotting operations | |
| 26 | ''' |
|
26 | ''' | |
| 27 |
|
27 | |||
| 28 | CODE = 'Figure' |
|
28 | CODE = 'Figure' | |
| 29 | colormap = 'jro' |
|
29 | colormap = 'jro' | |
| 30 | bgcolor = 'white' |
|
30 | bgcolor = 'white' | |
| 31 | CONFLATE = False |
|
31 | CONFLATE = False | |
| 32 | __MAXNUMX = 80 |
|
32 | __MAXNUMX = 80 | |
| 33 | __missing = 1E30 |
|
33 | __missing = 1E30 | |
| 34 |
|
34 | |||
| 35 | def __init__(self, **kwargs): |
|
35 | def __init__(self, **kwargs): | |
| 36 |
|
36 | |||
| 37 | Operation.__init__(self, plot=True, **kwargs) |
|
37 | Operation.__init__(self, plot=True, **kwargs) | |
| 38 | Process.__init__(self) |
|
38 | Process.__init__(self) | |
| 39 | self.kwargs['code'] = self.CODE |
|
39 | self.kwargs['code'] = self.CODE | |
| 40 | self.mp = False |
|
40 | self.mp = False | |
| 41 | self.data = None |
|
41 | self.data = None | |
| 42 | self.isConfig = False |
|
42 | self.isConfig = False | |
| 43 | self.figures = [] |
|
43 | self.figures = [] | |
| 44 | self.axes = [] |
|
44 | self.axes = [] | |
| 45 | self.cb_axes = [] |
|
45 | self.cb_axes = [] | |
| 46 | self.localtime = kwargs.pop('localtime', True) |
|
46 | self.localtime = kwargs.pop('localtime', True) | |
| 47 | self.show = kwargs.get('show', True) |
|
47 | self.show = kwargs.get('show', True) | |
| 48 | self.save = kwargs.get('save', False) |
|
48 | self.save = kwargs.get('save', False) | |
| 49 | self.colormap = kwargs.get('colormap', self.colormap) |
|
49 | self.colormap = kwargs.get('colormap', self.colormap) | |
| 50 | self.colormap_coh = kwargs.get('colormap_coh', 'jet') |
|
50 | self.colormap_coh = kwargs.get('colormap_coh', 'jet') | |
| 51 | self.colormap_phase = kwargs.get('colormap_phase', 'RdBu_r') |
|
51 | self.colormap_phase = kwargs.get('colormap_phase', 'RdBu_r') | |
| 52 | self.colormaps = kwargs.get('colormaps', None) |
|
52 | self.colormaps = kwargs.get('colormaps', None) | |
| 53 | self.bgcolor = kwargs.get('bgcolor', self.bgcolor) |
|
53 | self.bgcolor = kwargs.get('bgcolor', self.bgcolor) | |
| 54 | self.showprofile = kwargs.get('showprofile', False) |
|
54 | self.showprofile = kwargs.get('showprofile', False) | |
| 55 | self.title = kwargs.get('wintitle', self.CODE.upper()) |
|
55 | self.title = kwargs.get('wintitle', self.CODE.upper()) | |
| 56 | self.cb_label = kwargs.get('cb_label', None) |
|
56 | self.cb_label = kwargs.get('cb_label', None) | |
| 57 | self.cb_labels = kwargs.get('cb_labels', None) |
|
57 | self.cb_labels = kwargs.get('cb_labels', None) | |
| 58 | self.xaxis = kwargs.get('xaxis', 'frequency') |
|
58 | self.xaxis = kwargs.get('xaxis', 'frequency') | |
| 59 | self.zmin = kwargs.get('zmin', None) |
|
59 | self.zmin = kwargs.get('zmin', None) | |
| 60 | self.zmax = kwargs.get('zmax', None) |
|
60 | self.zmax = kwargs.get('zmax', None) | |
| 61 | self.zlimits = kwargs.get('zlimits', None) |
|
61 | self.zlimits = kwargs.get('zlimits', None) | |
| 62 | self.xmin = kwargs.get('xmin', None) |
|
62 | self.xmin = kwargs.get('xmin', None) | |
| 63 | if self.xmin is not None: |
|
63 | if self.xmin is not None: | |
| 64 | self.xmin += 5 |
|
64 | self.xmin += 5 | |
| 65 | self.xmax = kwargs.get('xmax', None) |
|
65 | self.xmax = kwargs.get('xmax', None) | |
| 66 | self.xrange = kwargs.get('xrange', 24) |
|
66 | self.xrange = kwargs.get('xrange', 24) | |
| 67 | self.ymin = kwargs.get('ymin', None) |
|
67 | self.ymin = kwargs.get('ymin', None) | |
| 68 | self.ymax = kwargs.get('ymax', None) |
|
68 | self.ymax = kwargs.get('ymax', None) | |
| 69 | self.xlabel = kwargs.get('xlabel', None) |
|
69 | self.xlabel = kwargs.get('xlabel', None) | |
| 70 | self.__MAXNUMY = kwargs.get('decimation', 100) |
|
70 | self.__MAXNUMY = kwargs.get('decimation', 100) | |
| 71 | self.showSNR = kwargs.get('showSNR', False) |
|
71 | self.showSNR = kwargs.get('showSNR', False) | |
| 72 | self.oneFigure = kwargs.get('oneFigure', True) |
|
72 | self.oneFigure = kwargs.get('oneFigure', True) | |
| 73 | self.width = kwargs.get('width', None) |
|
73 | self.width = kwargs.get('width', None) | |
| 74 | self.height = kwargs.get('height', None) |
|
74 | self.height = kwargs.get('height', None) | |
| 75 | self.colorbar = kwargs.get('colorbar', True) |
|
75 | self.colorbar = kwargs.get('colorbar', True) | |
| 76 | self.factors = kwargs.get('factors', [1, 1, 1, 1, 1, 1, 1, 1]) |
|
76 | self.factors = kwargs.get('factors', [1, 1, 1, 1, 1, 1, 1, 1]) | |
| 77 | self.titles = ['' for __ in range(16)] |
|
77 | self.titles = ['' for __ in range(16)] | |
| 78 |
|
78 | |||
| 79 | def __setup(self): |
|
79 | def __setup(self): | |
| 80 | ''' |
|
80 | ''' | |
| 81 | Common setup for all figures, here figures and axes are created |
|
81 | Common setup for all figures, here figures and axes are created | |
| 82 | ''' |
|
82 | ''' | |
| 83 |
|
83 | |||
| 84 | self.setup() |
|
84 | self.setup() | |
| 85 |
|
85 | |||
| 86 | if self.width is None: |
|
86 | if self.width is None: | |
| 87 | self.width = 8 |
|
87 | self.width = 8 | |
| 88 |
|
88 | |||
| 89 | self.figures = [] |
|
89 | self.figures = [] | |
| 90 | self.axes = [] |
|
90 | self.axes = [] | |
| 91 | self.cb_axes = [] |
|
91 | self.cb_axes = [] | |
| 92 | self.pf_axes = [] |
|
92 | self.pf_axes = [] | |
| 93 | self.cmaps = [] |
|
93 | self.cmaps = [] | |
| 94 |
|
94 | |||
| 95 | size = '15%' if self.ncols==1 else '30%' |
|
95 | size = '15%' if self.ncols==1 else '30%' | |
| 96 | pad = '4%' if self.ncols==1 else '8%' |
|
96 | pad = '4%' if self.ncols==1 else '8%' | |
| 97 |
|
97 | |||
| 98 | if self.oneFigure: |
|
98 | if self.oneFigure: | |
| 99 | if self.height is None: |
|
99 | if self.height is None: | |
| 100 | self.height = 1.4*self.nrows + 1 |
|
100 | self.height = 1.4*self.nrows + 1 | |
| 101 | fig = plt.figure(figsize=(self.width, self.height), |
|
101 | fig = plt.figure(figsize=(self.width, self.height), | |
| 102 | edgecolor='k', |
|
102 | edgecolor='k', | |
| 103 | facecolor='w') |
|
103 | facecolor='w') | |
| 104 | self.figures.append(fig) |
|
104 | self.figures.append(fig) | |
| 105 | for n in range(self.nplots): |
|
105 | for n in range(self.nplots): | |
| 106 | ax = fig.add_subplot(self.nrows, self.ncols, n+1) |
|
106 | ax = fig.add_subplot(self.nrows, self.ncols, n+1) | |
| 107 | ax.tick_params(labelsize=8) |
|
107 | ax.tick_params(labelsize=8) | |
| 108 | ax.firsttime = True |
|
108 | ax.firsttime = True | |
| 109 | self.axes.append(ax) |
|
109 | self.axes.append(ax) | |
| 110 | if self.showprofile: |
|
110 | if self.showprofile: | |
| 111 | cax = self.__add_axes(ax, size=size, pad=pad) |
|
111 | cax = self.__add_axes(ax, size=size, pad=pad) | |
| 112 | cax.tick_params(labelsize=8) |
|
112 | cax.tick_params(labelsize=8) | |
| 113 | self.pf_axes.append(cax) |
|
113 | self.pf_axes.append(cax) | |
| 114 | else: |
|
114 | else: | |
| 115 | if self.height is None: |
|
115 | if self.height is None: | |
| 116 | self.height = 3 |
|
116 | self.height = 3 | |
| 117 | for n in range(self.nplots): |
|
117 | for n in range(self.nplots): | |
| 118 | fig = plt.figure(figsize=(self.width, self.height), |
|
118 | fig = plt.figure(figsize=(self.width, self.height), | |
| 119 | edgecolor='k', |
|
119 | edgecolor='k', | |
| 120 | facecolor='w') |
|
120 | facecolor='w') | |
| 121 | ax = fig.add_subplot(1, 1, 1) |
|
121 | ax = fig.add_subplot(1, 1, 1) | |
| 122 | ax.tick_params(labelsize=8) |
|
122 | ax.tick_params(labelsize=8) | |
| 123 | ax.firsttime = True |
|
123 | ax.firsttime = True | |
| 124 | self.figures.append(fig) |
|
124 | self.figures.append(fig) | |
| 125 | self.axes.append(ax) |
|
125 | self.axes.append(ax) | |
| 126 | if self.showprofile: |
|
126 | if self.showprofile: | |
| 127 | cax = self.__add_axes(ax, size=size, pad=pad) |
|
127 | cax = self.__add_axes(ax, size=size, pad=pad) | |
| 128 | cax.tick_params(labelsize=8) |
|
128 | cax.tick_params(labelsize=8) | |
| 129 | self.pf_axes.append(cax) |
|
129 | self.pf_axes.append(cax) | |
| 130 |
|
130 | |||
| 131 | for n in range(self.nrows): |
|
131 | for n in range(self.nrows): | |
| 132 | if self.colormaps is not None: |
|
132 | if self.colormaps is not None: | |
| 133 | cmap = plt.get_cmap(self.colormaps[n]) |
|
133 | cmap = plt.get_cmap(self.colormaps[n]) | |
| 134 | else: |
|
134 | else: | |
| 135 | cmap = plt.get_cmap(self.colormap) |
|
135 | cmap = plt.get_cmap(self.colormap) | |
| 136 | cmap.set_bad(self.bgcolor, 1.) |
|
136 | cmap.set_bad(self.bgcolor, 1.) | |
| 137 | self.cmaps.append(cmap) |
|
137 | self.cmaps.append(cmap) | |
| 138 |
|
138 | |||
| 139 | def __add_axes(self, ax, size='30%', pad='8%'): |
|
139 | def __add_axes(self, ax, size='30%', pad='8%'): | |
| 140 | ''' |
|
140 | ''' | |
| 141 | Add new axes to the given figure |
|
141 | Add new axes to the given figure | |
| 142 | ''' |
|
142 | ''' | |
| 143 | divider = make_axes_locatable(ax) |
|
143 | divider = make_axes_locatable(ax) | |
| 144 | nax = divider.new_horizontal(size=size, pad=pad) |
|
144 | nax = divider.new_horizontal(size=size, pad=pad) | |
| 145 | ax.figure.add_axes(nax) |
|
145 | ax.figure.add_axes(nax) | |
| 146 | return nax |
|
146 | return nax | |
| 147 |
|
147 | |||
|
|
148 | self.setup() | |||
| 148 |
|
149 | |||
| 149 | def setup(self): |
|
150 | def setup(self): | |
| 150 | ''' |
|
151 | ''' | |
| 151 | This method should be implemented in the child class, the following |
|
152 | This method should be implemented in the child class, the following | |
| 152 | attributes should be set: |
|
153 | attributes should be set: | |
| 153 |
|
154 | |||
| 154 | self.nrows: number of rows |
|
155 | self.nrows: number of rows | |
| 155 | self.ncols: number of cols |
|
156 | self.ncols: number of cols | |
| 156 | self.nplots: number of plots (channels or pairs) |
|
157 | self.nplots: number of plots (channels or pairs) | |
| 157 | self.ylabel: label for Y axes |
|
158 | self.ylabel: label for Y axes | |
| 158 | self.titles: list of axes title |
|
159 | self.titles: list of axes title | |
| 159 |
|
160 | |||
| 160 | ''' |
|
161 | ''' | |
| 161 | raise(NotImplementedError, 'Implement this method in child class') |
|
162 | raise(NotImplementedError, 'Implement this method in child class') | |
| 162 |
|
163 | |||
| 163 | def fill_gaps(self, x_buffer, y_buffer, z_buffer): |
|
164 | def fill_gaps(self, x_buffer, y_buffer, z_buffer): | |
| 164 | ''' |
|
165 | ''' | |
| 165 | Create a masked array for missing data |
|
166 | Create a masked array for missing data | |
| 166 | ''' |
|
167 | ''' | |
| 167 | if x_buffer.shape[0] < 2: |
|
168 | if x_buffer.shape[0] < 2: | |
| 168 | return x_buffer, y_buffer, z_buffer |
|
169 | return x_buffer, y_buffer, z_buffer | |
| 169 |
|
170 | |||
| 170 | deltas = x_buffer[1:] - x_buffer[0:-1] |
|
171 | deltas = x_buffer[1:] - x_buffer[0:-1] | |
| 171 | x_median = numpy.median(deltas) |
|
172 | x_median = numpy.median(deltas) | |
| 172 |
|
173 | |||
| 173 | index = numpy.where(deltas > 5*x_median) |
|
174 | index = numpy.where(deltas > 5*x_median) | |
| 174 |
|
175 | |||
| 175 | if len(index[0]) != 0: |
|
176 | if len(index[0]) != 0: | |
| 176 | z_buffer[::, index[0], ::] = self.__missing |
|
177 | z_buffer[::, index[0], ::] = self.__missing | |
| 177 | z_buffer = numpy.ma.masked_inside(z_buffer, |
|
178 | z_buffer = numpy.ma.masked_inside(z_buffer, | |
| 178 | 0.99*self.__missing, |
|
179 | 0.99*self.__missing, | |
| 179 | 1.01*self.__missing) |
|
180 | 1.01*self.__missing) | |
| 180 |
|
181 | |||
| 181 | return x_buffer, y_buffer, z_buffer |
|
182 | return x_buffer, y_buffer, z_buffer | |
| 182 |
|
183 | |||
| 183 | def decimate(self): |
|
184 | def decimate(self): | |
| 184 |
|
185 | |||
| 185 | # dx = int(len(self.x)/self.__MAXNUMX) + 1 |
|
186 | # dx = int(len(self.x)/self.__MAXNUMX) + 1 | |
| 186 | dy = int(len(self.y)/self.__MAXNUMY) + 1 |
|
187 | dy = int(len(self.y)/self.__MAXNUMY) + 1 | |
| 187 |
|
188 | |||
| 188 | # x = self.x[::dx] |
|
189 | # x = self.x[::dx] | |
| 189 | x = self.x |
|
190 | x = self.x | |
| 190 | y = self.y[::dy] |
|
191 | y = self.y[::dy] | |
| 191 | z = self.z[::, ::, ::dy] |
|
192 | z = self.z[::, ::, ::dy] | |
| 192 |
|
193 | |||
| 193 | return x, y, z |
|
194 | return x, y, z | |
| 194 |
|
195 | |||
| 195 | def format(self): |
|
196 | def format(self): | |
| 196 | ''' |
|
197 | ''' | |
| 197 | Set min and max values, labels, ticks and titles |
|
198 | Set min and max values, labels, ticks and titles | |
| 198 | ''' |
|
199 | ''' | |
| 199 |
|
200 | |||
| 200 | if self.xmin is None: |
|
201 | if self.xmin is None: | |
| 201 | xmin = self.min_time |
|
202 | xmin = self.min_time | |
| 202 | else: |
|
203 | else: | |
| 203 | if self.xaxis is 'time': |
|
204 | if self.xaxis is 'time': | |
| 204 | dt = datetime.datetime.fromtimestamp(self.min_time) |
|
205 | dt = datetime.datetime.fromtimestamp(self.min_time) | |
| 205 | xmin = (datetime.datetime.combine(dt.date(), |
|
206 | xmin = (datetime.datetime.combine(dt.date(), | |
| 206 | datetime.time(int(self.xmin), 0, 0))-d1970).total_seconds() |
|
207 | datetime.time(int(self.xmin), 0, 0))-d1970).total_seconds() | |
| 207 | else: |
|
208 | else: | |
| 208 | xmin = self.xmin |
|
209 | xmin = self.xmin | |
| 209 |
|
210 | |||
| 210 | if self.xmax is None: |
|
211 | if self.xmax is None: | |
| 211 | xmax = xmin+self.xrange*60*60 |
|
212 | xmax = xmin+self.xrange*60*60 | |
| 212 | else: |
|
213 | else: | |
| 213 | if self.xaxis is 'time': |
|
214 | if self.xaxis is 'time': | |
| 214 | dt = datetime.datetime.fromtimestamp(self.min_time) |
|
215 | dt = datetime.datetime.fromtimestamp(self.min_time) | |
| 215 | xmax = (datetime.datetime.combine(dt.date(), |
|
216 | xmax = (datetime.datetime.combine(dt.date(), | |
| 216 | datetime.time(int(self.xmax), 0, 0))-d1970).total_seconds() |
|
217 | datetime.time(int(self.xmax), 0, 0))-d1970).total_seconds() | |
| 217 | else: |
|
218 | else: | |
| 218 | xmax = self.xmax |
|
219 | xmax = self.xmax | |
| 219 |
|
220 | |||
| 220 | ymin = self.ymin if self.ymin else numpy.nanmin(self.y) |
|
221 | ymin = self.ymin if self.ymin else numpy.nanmin(self.y) | |
| 221 | ymax = self.ymax if self.ymax else numpy.nanmax(self.y) |
|
222 | ymax = self.ymax if self.ymax else numpy.nanmax(self.y) | |
| 222 |
|
223 | |||
| 223 | ystep = 200 if ymax>= 800 else 100 if ymax>=400 else 50 if ymax>=200 else 20 |
|
224 | ystep = 200 if ymax>= 800 else 100 if ymax>=400 else 50 if ymax>=200 else 20 | |
| 224 |
|
225 | |||
| 225 | for n, ax in enumerate(self.axes): |
|
226 | for n, ax in enumerate(self.axes): | |
| 226 | if ax.firsttime: |
|
227 | if ax.firsttime: | |
| 227 | ax.set_facecolor(self.bgcolor) |
|
228 | ax.set_facecolor(self.bgcolor) | |
| 228 | ax.yaxis.set_major_locator(MultipleLocator(ystep)) |
|
229 | ax.yaxis.set_major_locator(MultipleLocator(ystep)) | |
| 229 | if self.xaxis is 'time': |
|
230 | if self.xaxis is 'time': | |
| 230 | ax.xaxis.set_major_formatter(FuncFormatter(func)) |
|
231 | ax.xaxis.set_major_formatter(FuncFormatter(func)) | |
| 231 | ax.xaxis.set_major_locator(LinearLocator(9)) |
|
232 | ax.xaxis.set_major_locator(LinearLocator(9)) | |
| 232 | if self.xlabel is not None: |
|
233 | if self.xlabel is not None: | |
| 233 | ax.set_xlabel(self.xlabel) |
|
234 | ax.set_xlabel(self.xlabel) | |
| 234 | ax.set_ylabel(self.ylabel) |
|
235 | ax.set_ylabel(self.ylabel) | |
| 235 | ax.firsttime = False |
|
236 | ax.firsttime = False | |
| 236 | if self.showprofile: |
|
237 | if self.showprofile: | |
| 237 | self.pf_axes[n].set_ylim(ymin, ymax) |
|
238 | self.pf_axes[n].set_ylim(ymin, ymax) | |
| 238 | self.pf_axes[n].set_xlim(self.zmin, self.zmax) |
|
239 | self.pf_axes[n].set_xlim(self.zmin, self.zmax) | |
| 239 | self.pf_axes[n].set_xlabel('dB') |
|
240 | self.pf_axes[n].set_xlabel('dB') | |
| 240 | self.pf_axes[n].grid(b=True, axis='x') |
|
241 | self.pf_axes[n].grid(b=True, axis='x') | |
| 241 | [tick.set_visible(False) for tick in self.pf_axes[n].get_yticklabels()] |
|
242 | [tick.set_visible(False) for tick in self.pf_axes[n].get_yticklabels()] | |
| 242 | if self.colorbar: |
|
243 | if self.colorbar: | |
| 243 | cb = plt.colorbar(ax.plt, ax=ax, pad=0.02) |
|
244 | cb = plt.colorbar(ax.plt, ax=ax, pad=0.02) | |
| 244 | cb.ax.tick_params(labelsize=8) |
|
245 | cb.ax.tick_params(labelsize=8) | |
| 245 | if self.cb_label: |
|
246 | if self.cb_label: | |
| 246 | cb.set_label(self.cb_label, size=8) |
|
247 | cb.set_label(self.cb_label, size=8) | |
| 247 | elif self.cb_labels: |
|
248 | elif self.cb_labels: | |
| 248 | cb.set_label(self.cb_labels[n], size=8) |
|
249 | cb.set_label(self.cb_labels[n], size=8) | |
| 249 |
|
250 | |||
| 250 | ax.set_title('{} - {} UTC'.format( |
|
251 | ax.set_title('{} - {} UTC'.format( | |
| 251 | self.titles[n], |
|
252 | self.titles[n], | |
| 252 | datetime.datetime.fromtimestamp(self.max_time).strftime('%H:%M:%S')), |
|
253 | datetime.datetime.fromtimestamp(self.max_time).strftime('%H:%M:%S')), | |
| 253 | size=8) |
|
254 | size=8) | |
| 254 | ax.set_xlim(xmin, xmax) |
|
255 | ax.set_xlim(xmin, xmax) | |
| 255 | ax.set_ylim(ymin, ymax) |
|
256 | ax.set_ylim(ymin, ymax) | |
| 256 |
|
257 | |||
| 257 |
|
258 | |||
| 258 | def __plot(self): |
|
259 | def __plot(self): | |
| 259 | ''' |
|
260 | ''' | |
| 260 | ''' |
|
261 | ''' | |
| 261 | log.success('Plotting', self.name) |
|
262 | log.success('Plotting', self.name) | |
| 262 |
|
263 | |||
| 263 | self.plot() |
|
264 | self.plot() | |
| 264 | self.format() |
|
265 | self.format() | |
| 265 |
|
266 | |||
| 266 | for n, fig in enumerate(self.figures): |
|
267 | for n, fig in enumerate(self.figures): | |
| 267 | if self.nrows == 0 or self.nplots == 0: |
|
268 | if self.nrows == 0 or self.nplots == 0: | |
| 268 | log.warning('No data', self.name) |
|
269 | log.warning('No data', self.name) | |
| 269 | continue |
|
270 | continue | |
| 270 | if self.show: |
|
271 | if self.show: | |
| 271 | fig.show() |
|
272 | fig.show() | |
| 272 |
|
273 | |||
| 273 | fig.tight_layout() |
|
274 | fig.tight_layout() | |
| 274 | fig.canvas.manager.set_window_title('{} - {}'.format(self.title, |
|
275 | fig.canvas.manager.set_window_title('{} - {}'.format(self.title, | |
| 275 | datetime.datetime.fromtimestamp(self.max_time).strftime('%Y/%m/%d'))) |
|
276 | datetime.datetime.fromtimestamp(self.max_time).strftime('%Y/%m/%d'))) | |
| 276 | # fig.canvas.draw() |
|
277 | # fig.canvas.draw() | |
| 277 |
|
278 | |||
| 278 | if self.save and self.data.ended: |
|
279 | if self.save and self.data.ended: | |
| 279 | channels = range(self.nrows) |
|
280 | channels = range(self.nrows) | |
| 280 | if self.oneFigure: |
|
281 | if self.oneFigure: | |
| 281 | label = '' |
|
282 | label = '' | |
| 282 | else: |
|
283 | else: | |
| 283 | label = '_{}'.format(channels[n]) |
|
284 | label = '_{}'.format(channels[n]) | |
| 284 | figname = os.path.join( |
|
285 | figname = os.path.join( | |
| 285 | self.save, |
|
286 | self.save, | |
| 286 | '{}{}_{}.png'.format( |
|
287 | '{}{}_{}.png'.format( | |
| 287 | self.CODE, |
|
288 | self.CODE, | |
| 288 | label, |
|
289 | label, | |
| 289 | datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S') |
|
290 | datetime.datetime.fromtimestamp(self.saveTime).strftime('%y%m%d_%H%M%S') | |
| 290 | ) |
|
291 | ) | |
| 291 | ) |
|
292 | ) | |
| 292 | print 'Saving figure: {}'.format(figname) |
|
293 | print 'Saving figure: {}'.format(figname) | |
| 293 | fig.savefig(figname) |
|
294 | fig.savefig(figname) | |
| 294 |
|
295 | |||
| 295 | def plot(self): |
|
296 | def plot(self): | |
| 296 | ''' |
|
297 | ''' | |
| 297 | ''' |
|
298 | ''' | |
| 298 | raise(NotImplementedError, 'Implement this method in child class') |
|
299 | raise(NotImplementedError, 'Implement this method in child class') | |
| 299 |
|
300 | |||
| 300 | def run(self): |
|
301 | def run(self): | |
| 301 |
|
302 | |||
| 302 | log.success('Starting', self.name) |
|
303 | log.success('Starting', self.name) | |
| 303 |
|
304 | |||
| 304 | context = zmq.Context() |
|
305 | context = zmq.Context() | |
| 305 | receiver = context.socket(zmq.SUB) |
|
306 | receiver = context.socket(zmq.SUB) | |
| 306 | receiver.setsockopt(zmq.SUBSCRIBE, '') |
|
307 | receiver.setsockopt(zmq.SUBSCRIBE, '') | |
| 307 | receiver.setsockopt(zmq.CONFLATE, self.CONFLATE) |
|
308 | receiver.setsockopt(zmq.CONFLATE, self.CONFLATE) | |
| 308 |
|
309 | |||
| 309 | if 'server' in self.kwargs['parent']: |
|
310 | if 'server' in self.kwargs['parent']: | |
| 310 | receiver.connect('ipc:///tmp/{}.plots'.format(self.kwargs['parent']['server'])) |
|
311 | receiver.connect('ipc:///tmp/{}.plots'.format(self.kwargs['parent']['server'])) | |
| 311 | else: |
|
312 | else: | |
| 312 | receiver.connect("ipc:///tmp/zmq.plots") |
|
313 | receiver.connect("ipc:///tmp/zmq.plots") | |
| 313 |
|
314 | |||
| 314 | while True: |
|
315 | while True: | |
| 315 | try: |
|
316 | try: | |
| 316 | self.data = receiver.recv_pyobj(flags=zmq.NOBLOCK) |
|
317 | self.data = receiver.recv_pyobj(flags=zmq.NOBLOCK) | |
| 317 |
|
318 | |||
| 318 | self.min_time = self.data.times[0] |
|
319 | self.min_time = self.data.times[0] | |
| 319 | self.max_time = self.data.times[-1] |
|
320 | self.max_time = self.data.times[-1] | |
| 320 |
|
321 | |||
| 321 | if self.isConfig is False: |
|
322 | if self.isConfig is False: | |
| 322 | self.__setup() |
|
323 | self.__setup() | |
| 323 | self.isConfig = True |
|
324 | self.isConfig = True | |
| 324 |
|
325 | |||
| 325 | self.__plot() |
|
326 | self.__plot() | |
| 326 |
|
327 | |||
| 327 | except zmq.Again as e: |
|
328 | except zmq.Again as e: | |
| 328 | log.log('Waiting for data...') |
|
329 | log.log('Waiting for data...') | |
| 329 | if self.data: |
|
330 | if self.data: | |
| 330 | plt.pause(self.data.throttle) |
|
331 | plt.pause(self.data.throttle) | |
| 331 | else: |
|
332 | else: | |
| 332 | time.sleep(2) |
|
333 | time.sleep(2) | |
| 333 |
|
334 | |||
| 334 | def close(self): |
|
335 | def close(self): | |
| 335 | if self.data: |
|
336 | if self.data: | |
| 336 | self.__plot() |
|
337 | self.__plot() | |
| 337 |
|
338 | |||
| 338 |
|
||||
| 339 | class PlotSpectraData(PlotData): |
|
339 | class PlotSpectraData(PlotData): | |
| 340 | ''' |
|
340 | ''' | |
| 341 | Plot for Spectra data |
|
341 | Plot for Spectra data | |
| 342 | ''' |
|
342 | ''' | |
| 343 |
|
343 | |||
| 344 | CODE = 'spc' |
|
344 | CODE = 'spc' | |
| 345 | colormap = 'jro' |
|
345 | colormap = 'jro' | |
| 346 |
|
346 | |||
| 347 | def setup(self): |
|
347 | def setup(self): | |
| 348 | self.nplots = len(self.data.channels) |
|
348 | self.nplots = len(self.data.channels) | |
| 349 | self.ncols = int(numpy.sqrt(self.nplots)+ 0.9) |
|
349 | self.ncols = int(numpy.sqrt(self.nplots)+ 0.9) | |
| 350 | self.nrows = int((1.0*self.nplots/self.ncols) + 0.9) |
|
350 | self.nrows = int((1.0*self.nplots/self.ncols) + 0.9) | |
| 351 | self.width = 3.4*self.ncols |
|
351 | self.width = 3.4*self.ncols | |
| 352 | self.height = 3*self.nrows |
|
352 | self.height = 3*self.nrows | |
| 353 | self.cb_label = 'dB' |
|
353 | self.cb_label = 'dB' | |
| 354 | if self.showprofile: |
|
354 | if self.showprofile: | |
| 355 | self.width += 0.8*self.ncols |
|
355 | self.width += 0.8*self.ncols | |
| 356 |
|
356 | |||
| 357 | self.ylabel = 'Range [Km]' |
|
357 | self.ylabel = 'Range [Km]' | |
| 358 |
|
358 | |||
| 359 | def plot(self): |
|
359 | def plot(self): | |
| 360 | if self.xaxis == "frequency": |
|
360 | if self.xaxis == "frequency": | |
| 361 | x = self.data.xrange[0] |
|
361 | x = self.data.xrange[0] | |
| 362 | self.xlabel = "Frequency (kHz)" |
|
362 | self.xlabel = "Frequency (kHz)" | |
| 363 | elif self.xaxis == "time": |
|
363 | elif self.xaxis == "time": | |
| 364 | x = self.data.xrange[1] |
|
364 | x = self.data.xrange[1] | |
| 365 | self.xlabel = "Time (ms)" |
|
365 | self.xlabel = "Time (ms)" | |
| 366 | else: |
|
366 | else: | |
| 367 | x = self.data.xrange[2] |
|
367 | x = self.data.xrange[2] | |
| 368 | self.xlabel = "Velocity (m/s)" |
|
368 | self.xlabel = "Velocity (m/s)" | |
| 369 |
|
369 | |||
| 370 | if self.CODE == 'spc_mean': |
|
370 | if self.CODE == 'spc_mean': | |
| 371 | x = self.data.xrange[2] |
|
371 | x = self.data.xrange[2] | |
| 372 | self.xlabel = "Velocity (m/s)" |
|
372 | self.xlabel = "Velocity (m/s)" | |
| 373 |
|
373 | |||
| 374 | self.titles = [] |
|
374 | self.titles = [] | |
| 375 |
|
375 | |||
| 376 | y = self.data.heights |
|
376 | y = self.data.heights | |
| 377 | self.y = y |
|
377 | self.y = y | |
| 378 | z = self.data['spc'] |
|
378 | z = self.data['spc'] | |
| 379 |
|
379 | |||
| 380 | for n, ax in enumerate(self.axes): |
|
380 | for n, ax in enumerate(self.axes): | |
| 381 | noise = self.data['noise'][n][-1] |
|
381 | noise = self.data['noise'][n][-1] | |
| 382 | if self.CODE == 'spc_mean': |
|
382 | if self.CODE == 'spc_mean': | |
| 383 | mean = self.data['mean'][n][-1] |
|
383 | mean = self.data['mean'][n][-1] | |
| 384 | if ax.firsttime: |
|
384 | if ax.firsttime: | |
| 385 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) |
|
385 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) | |
| 386 | self.xmin = self.xmin if self.xmin else -self.xmax |
|
386 | self.xmin = self.xmin if self.xmin else -self.xmax | |
| 387 | self.zmin = self.zmin if self.zmin else numpy.nanmin(z) |
|
387 | self.zmin = self.zmin if self.zmin else numpy.nanmin(z) | |
| 388 | self.zmax = self.zmax if self.zmax else numpy.nanmax(z) |
|
388 | self.zmax = self.zmax if self.zmax else numpy.nanmax(z) | |
| 389 | ax.plt = ax.pcolormesh(x, y, z[n].T, |
|
389 | ax.plt = ax.pcolormesh(x, y, z[n].T, | |
| 390 | vmin=self.zmin, |
|
390 | vmin=self.zmin, | |
| 391 | vmax=self.zmax, |
|
391 | vmax=self.zmax, | |
| 392 | cmap=plt.get_cmap(self.colormap) |
|
392 | cmap=plt.get_cmap(self.colormap) | |
| 393 | ) |
|
393 | ) | |
| 394 |
|
394 | |||
| 395 | if self.showprofile: |
|
395 | if self.showprofile: | |
| 396 | ax.plt_profile= self.pf_axes[n].plot(self.data['rti'][n][-1], y)[0] |
|
396 | ax.plt_profile= self.pf_axes[n].plot(self.data['rti'][n][-1], y)[0] | |
| 397 | ax.plt_noise = self.pf_axes[n].plot(numpy.repeat(noise, len(y)), y, |
|
397 | ax.plt_noise = self.pf_axes[n].plot(numpy.repeat(noise, len(y)), y, | |
| 398 | color="k", linestyle="dashed", lw=1)[0] |
|
398 | color="k", linestyle="dashed", lw=1)[0] | |
| 399 | if self.CODE == 'spc_mean': |
|
399 | if self.CODE == 'spc_mean': | |
| 400 | ax.plt_mean = ax.plot(mean, y, color='k')[0] |
|
400 | ax.plt_mean = ax.plot(mean, y, color='k')[0] | |
| 401 | else: |
|
401 | else: | |
| 402 | ax.plt.set_array(z[n].T.ravel()) |
|
402 | ax.plt.set_array(z[n].T.ravel()) | |
| 403 | if self.showprofile: |
|
403 | if self.showprofile: | |
| 404 | ax.plt_profile.set_data(self.data['rti'][n][-1], y) |
|
404 | ax.plt_profile.set_data(self.data['rti'][n][-1], y) | |
| 405 | ax.plt_noise.set_data(numpy.repeat(noise, len(y)), y) |
|
405 | ax.plt_noise.set_data(numpy.repeat(noise, len(y)), y) | |
| 406 | if self.CODE == 'spc_mean': |
|
406 | if self.CODE == 'spc_mean': | |
| 407 | ax.plt_mean.set_data(mean, y) |
|
407 | ax.plt_mean.set_data(mean, y) | |
| 408 |
|
408 | |||
| 409 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) |
|
409 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) | |
| 410 | self.saveTime = self.max_time |
|
410 | self.saveTime = self.max_time | |
| 411 |
|
411 | |||
| 412 |
|
412 | |||
| 413 | class PlotCrossSpectraData(PlotData): |
|
413 | class PlotCrossSpectraData(PlotData): | |
| 414 |
|
414 | |||
| 415 | CODE = 'cspc' |
|
415 | CODE = 'cspc' | |
| 416 | zmin_coh = None |
|
416 | zmin_coh = None | |
| 417 | zmax_coh = None |
|
417 | zmax_coh = None | |
| 418 | zmin_phase = None |
|
418 | zmin_phase = None | |
| 419 | zmax_phase = None |
|
419 | zmax_phase = None | |
| 420 |
|
420 | |||
| 421 | def setup(self): |
|
421 | def setup(self): | |
| 422 |
|
422 | |||
| 423 | self.ncols = 4 |
|
423 | self.ncols = 4 | |
| 424 | self.nrows = len(self.data.pairs) |
|
424 | self.nrows = len(self.data.pairs) | |
| 425 | self.nplots = self.nrows*4 |
|
425 | self.nplots = self.nrows*4 | |
| 426 | self.width = 3.4*self.ncols |
|
426 | self.width = 3.4*self.ncols | |
| 427 | self.height = 3*self.nrows |
|
427 | self.height = 3*self.nrows | |
| 428 | self.ylabel = 'Range [Km]' |
|
428 | self.ylabel = 'Range [Km]' | |
| 429 | self.showprofile = False |
|
429 | self.showprofile = False | |
| 430 |
|
430 | |||
| 431 | def plot(self): |
|
431 | def plot(self): | |
| 432 |
|
432 | |||
| 433 | if self.xaxis == "frequency": |
|
433 | if self.xaxis == "frequency": | |
| 434 | x = self.data.xrange[0] |
|
434 | x = self.data.xrange[0] | |
| 435 | self.xlabel = "Frequency (kHz)" |
|
435 | self.xlabel = "Frequency (kHz)" | |
| 436 | elif self.xaxis == "time": |
|
436 | elif self.xaxis == "time": | |
| 437 | x = self.data.xrange[1] |
|
437 | x = self.data.xrange[1] | |
| 438 | self.xlabel = "Time (ms)" |
|
438 | self.xlabel = "Time (ms)" | |
| 439 | else: |
|
439 | else: | |
| 440 | x = self.data.xrange[2] |
|
440 | x = self.data.xrange[2] | |
| 441 | self.xlabel = "Velocity (m/s)" |
|
441 | self.xlabel = "Velocity (m/s)" | |
| 442 |
|
442 | |||
| 443 | self.titles = [] |
|
443 | self.titles = [] | |
| 444 |
|
444 | |||
| 445 | y = self.data.heights |
|
445 | y = self.data.heights | |
| 446 | self.y = y |
|
446 | self.y = y | |
| 447 | spc = self.data['spc'] |
|
447 | spc = self.data['spc'] | |
| 448 | cspc = self.data['cspc'] |
|
448 | cspc = self.data['cspc'] | |
| 449 |
|
449 | |||
| 450 | for n in range(self.nrows): |
|
450 | for n in range(self.nrows): | |
| 451 | noise = self.data['noise'][n][-1] |
|
451 | noise = self.data['noise'][n][-1] | |
| 452 | pair = self.data.pairs[n] |
|
452 | pair = self.data.pairs[n] | |
| 453 | ax = self.axes[4*n] |
|
453 | ax = self.axes[4*n] | |
| 454 | ax3 = self.axes[4*n+3] |
|
454 | ax3 = self.axes[4*n+3] | |
| 455 | if ax.firsttime: |
|
455 | if ax.firsttime: | |
| 456 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) |
|
456 | self.xmax = self.xmax if self.xmax else numpy.nanmax(x) | |
| 457 | self.xmin = self.xmin if self.xmin else -self.xmax |
|
457 | self.xmin = self.xmin if self.xmin else -self.xmax | |
| 458 | self.zmin = self.zmin if self.zmin else numpy.nanmin(spc) |
|
458 | self.zmin = self.zmin if self.zmin else numpy.nanmin(spc) | |
| 459 | self.zmax = self.zmax if self.zmax else numpy.nanmax(spc) |
|
459 | self.zmax = self.zmax if self.zmax else numpy.nanmax(spc) | |
| 460 | ax.plt = ax.pcolormesh(x, y, spc[pair[0]].T, |
|
460 | ax.plt = ax.pcolormesh(x, y, spc[pair[0]].T, | |
| 461 | vmin=self.zmin, |
|
461 | vmin=self.zmin, | |
| 462 | vmax=self.zmax, |
|
462 | vmax=self.zmax, | |
| 463 | cmap=plt.get_cmap(self.colormap) |
|
463 | cmap=plt.get_cmap(self.colormap) | |
| 464 | ) |
|
464 | ) | |
| 465 | else: |
|
465 | else: | |
| 466 | ax.plt.set_array(spc[pair[0]].T.ravel()) |
|
466 | ax.plt.set_array(spc[pair[0]].T.ravel()) | |
| 467 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) |
|
467 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) | |
| 468 |
|
468 | |||
| 469 | ax = self.axes[4*n+1] |
|
469 | ax = self.axes[4*n+1] | |
| 470 | if ax.firsttime: |
|
470 | if ax.firsttime: | |
| 471 | ax.plt = ax.pcolormesh(x, y, spc[pair[1]].T, |
|
471 | ax.plt = ax.pcolormesh(x, y, spc[pair[1]].T, | |
| 472 | vmin=self.zmin, |
|
472 | vmin=self.zmin, | |
| 473 | vmax=self.zmax, |
|
473 | vmax=self.zmax, | |
| 474 | cmap=plt.get_cmap(self.colormap) |
|
474 | cmap=plt.get_cmap(self.colormap) | |
| 475 | ) |
|
475 | ) | |
| 476 | else: |
|
476 | else: | |
| 477 | ax.plt.set_array(spc[pair[1]].T.ravel()) |
|
477 | ax.plt.set_array(spc[pair[1]].T.ravel()) | |
| 478 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) |
|
478 | self.titles.append('CH {}: {:3.2f}dB'.format(n, noise)) | |
| 479 |
|
479 | |||
| 480 | out = cspc[n]/numpy.sqrt(spc[pair[0]]*spc[pair[1]]) |
|
480 | out = cspc[n]/numpy.sqrt(spc[pair[0]]*spc[pair[1]]) | |
| 481 | coh = numpy.abs(out) |
|
481 | coh = numpy.abs(out) | |
| 482 | phase = numpy.arctan2(out.imag, out.real)*180/numpy.pi |
|
482 | phase = numpy.arctan2(out.imag, out.real)*180/numpy.pi | |
| 483 |
|
483 | |||
| 484 | ax = self.axes[4*n+2] |
|
484 | ax = self.axes[4*n+2] | |
| 485 | if ax.firsttime: |
|
485 | if ax.firsttime: | |
| 486 | ax.plt = ax.pcolormesh(x, y, coh.T, |
|
486 | ax.plt = ax.pcolormesh(x, y, coh.T, | |
| 487 | vmin=0, |
|
487 | vmin=0, | |
| 488 | vmax=1, |
|
488 | vmax=1, | |
| 489 | cmap=plt.get_cmap(self.colormap_coh) |
|
489 | cmap=plt.get_cmap(self.colormap_coh) | |
| 490 | ) |
|
490 | ) | |
| 491 | else: |
|
491 | else: | |
| 492 | ax.plt.set_array(coh.T.ravel()) |
|
492 | ax.plt.set_array(coh.T.ravel()) | |
| 493 | self.titles.append('Coherence Ch{} * Ch{}'.format(pair[0], pair[1])) |
|
493 | self.titles.append('Coherence Ch{} * Ch{}'.format(pair[0], pair[1])) | |
| 494 |
|
494 | |||
| 495 | ax = self.axes[4*n+3] |
|
495 | ax = self.axes[4*n+3] | |
| 496 | if ax.firsttime: |
|
496 | if ax.firsttime: | |
| 497 | ax.plt = ax.pcolormesh(x, y, phase.T, |
|
497 | ax.plt = ax.pcolormesh(x, y, phase.T, | |
| 498 | vmin=-180, |
|
498 | vmin=-180, | |
| 499 | vmax=180, |
|
499 | vmax=180, | |
| 500 | cmap=plt.get_cmap(self.colormap_phase) |
|
500 | cmap=plt.get_cmap(self.colormap_phase) | |
| 501 | ) |
|
501 | ) | |
| 502 | else: |
|
502 | else: | |
| 503 | ax.plt.set_array(phase.T.ravel()) |
|
503 | ax.plt.set_array(phase.T.ravel()) | |
| 504 | self.titles.append('Phase CH{} * CH{}'.format(pair[0], pair[1])) |
|
504 | self.titles.append('Phase CH{} * CH{}'.format(pair[0], pair[1])) | |
| 505 |
|
505 | |||
| 506 | self.saveTime = self.max_time |
|
506 | self.saveTime = self.max_time | |
| 507 |
|
507 | |||
| 508 |
|
508 | |||
| 509 | class PlotSpectraMeanData(PlotSpectraData): |
|
509 | class PlotSpectraMeanData(PlotSpectraData): | |
| 510 | ''' |
|
510 | ''' | |
| 511 | Plot for Spectra and Mean |
|
511 | Plot for Spectra and Mean | |
| 512 | ''' |
|
512 | ''' | |
| 513 | CODE = 'spc_mean' |
|
513 | CODE = 'spc_mean' | |
| 514 | colormap = 'jro' |
|
514 | colormap = 'jro' | |
| 515 |
|
515 | |||
| 516 |
|
516 | |||
| 517 | class PlotRTIData(PlotData): |
|
517 | class PlotRTIData(PlotData): | |
| 518 | ''' |
|
518 | ''' | |
| 519 | Plot for RTI data |
|
519 | Plot for RTI data | |
| 520 | ''' |
|
520 | ''' | |
| 521 |
|
521 | |||
| 522 | CODE = 'rti' |
|
522 | CODE = 'rti' | |
| 523 | colormap = 'jro' |
|
523 | colormap = 'jro' | |
| 524 |
|
524 | |||
| 525 | def setup(self): |
|
525 | def setup(self): | |
| 526 | self.xaxis = 'time' |
|
526 | self.xaxis = 'time' | |
| 527 | self.ncols = 1 |
|
527 | self.ncols = 1 | |
| 528 | self.nrows = len(self.data.channels) |
|
528 | self.nrows = len(self.data.channels) | |
| 529 | self.nplots = len(self.data.channels) |
|
529 | self.nplots = len(self.data.channels) | |
| 530 | self.ylabel = 'Range [Km]' |
|
530 | self.ylabel = 'Range [Km]' | |
| 531 | self.cb_label = 'dB' |
|
531 | self.cb_label = 'dB' | |
| 532 | self.titles = ['{} Channel {}'.format(self.CODE.upper(), x) for x in range(self.nrows)] |
|
532 | self.titles = ['{} Channel {}'.format(self.CODE.upper(), x) for x in range(self.nrows)] | |
| 533 |
|
533 | |||
| 534 | def plot(self): |
|
534 | def plot(self): | |
| 535 | self.x = self.data.times |
|
535 | self.x = self.data.times | |
| 536 | self.y = self.data.heights |
|
536 | self.y = self.data.heights | |
| 537 | self.z = self.data[self.CODE] |
|
537 | self.z = self.data[self.CODE] | |
| 538 | self.z = numpy.ma.masked_invalid(self.z) |
|
538 | self.z = numpy.ma.masked_invalid(self.z) | |
| 539 |
|
539 | |||
| 540 | for n, ax in enumerate(self.axes): |
|
540 | for n, ax in enumerate(self.axes): | |
| 541 | x, y, z = self.fill_gaps(*self.decimate()) |
|
541 | x, y, z = self.fill_gaps(*self.decimate()) | |
| 542 | self.zmin = self.zmin if self.zmin else numpy.min(self.z) |
|
542 | self.zmin = self.zmin if self.zmin else numpy.min(self.z) | |
| 543 | self.zmax = self.zmax if self.zmax else numpy.max(self.z) |
|
543 | self.zmax = self.zmax if self.zmax else numpy.max(self.z) | |
| 544 | if ax.firsttime: |
|
544 | if ax.firsttime: | |
| 545 | ax.plt = ax.pcolormesh(x, y, z[n].T, |
|
545 | ax.plt = ax.pcolormesh(x, y, z[n].T, | |
| 546 | vmin=self.zmin, |
|
546 | vmin=self.zmin, | |
| 547 | vmax=self.zmax, |
|
547 | vmax=self.zmax, | |
| 548 | cmap=plt.get_cmap(self.colormap) |
|
548 | cmap=plt.get_cmap(self.colormap) | |
| 549 | ) |
|
549 | ) | |
| 550 | if self.showprofile: |
|
550 | if self.showprofile: | |
| 551 | ax.plot_profile= self.pf_axes[n].plot(self.data['rti'][n][-1], self.y)[0] |
|
551 | ax.plot_profile= self.pf_axes[n].plot(self.data['rti'][n][-1], self.y)[0] | |
| 552 | ax.plot_noise = self.pf_axes[n].plot(numpy.repeat(self.data['noise'][n][-1], len(self.y)), self.y, |
|
552 | ax.plot_noise = self.pf_axes[n].plot(numpy.repeat(self.data['noise'][n][-1], len(self.y)), self.y, | |
| 553 | color="k", linestyle="dashed", lw=1)[0] |
|
553 | color="k", linestyle="dashed", lw=1)[0] | |
| 554 | else: |
|
554 | else: | |
| 555 | ax.collections.remove(ax.collections[0]) |
|
555 | ax.collections.remove(ax.collections[0]) | |
| 556 | ax.plt = ax.pcolormesh(x, y, z[n].T, |
|
556 | ax.plt = ax.pcolormesh(x, y, z[n].T, | |
| 557 | vmin=self.zmin, |
|
557 | vmin=self.zmin, | |
| 558 | vmax=self.zmax, |
|
558 | vmax=self.zmax, | |
| 559 | cmap=plt.get_cmap(self.colormap) |
|
559 | cmap=plt.get_cmap(self.colormap) | |
| 560 | ) |
|
560 | ) | |
| 561 | if self.showprofile: |
|
561 | if self.showprofile: | |
| 562 | ax.plot_profile.set_data(self.data['rti'][n][-1], self.y) |
|
562 | ax.plot_profile.set_data(self.data['rti'][n][-1], self.y) | |
| 563 | ax.plot_noise.set_data(numpy.repeat(self.data['noise'][n][-1], len(self.y)), self.y) |
|
563 | ax.plot_noise.set_data(numpy.repeat(self.data['noise'][n][-1], len(self.y)), self.y) | |
| 564 |
|
564 | |||
| 565 | self.saveTime = self.min_time |
|
565 | self.saveTime = self.min_time | |
| 566 |
|
566 | |||
| 567 |
|
567 | |||
| 568 | class PlotCOHData(PlotRTIData): |
|
568 | class PlotCOHData(PlotRTIData): | |
| 569 | ''' |
|
569 | ''' | |
| 570 | Plot for Coherence data |
|
570 | Plot for Coherence data | |
| 571 | ''' |
|
571 | ''' | |
| 572 |
|
572 | |||
| 573 | CODE = 'coh' |
|
573 | CODE = 'coh' | |
| 574 |
|
574 | |||
| 575 | def setup(self): |
|
575 | def setup(self): | |
| 576 | self.xaxis = 'time' |
|
576 | self.xaxis = 'time' | |
| 577 | self.ncols = 1 |
|
577 | self.ncols = 1 | |
| 578 | self.nrows = len(self.data.pairs) |
|
578 | self.nrows = len(self.data.pairs) | |
| 579 | self.nplots = len(self.data.pairs) |
|
579 | self.nplots = len(self.data.pairs) | |
| 580 | self.ylabel = 'Range [Km]' |
|
580 | self.ylabel = 'Range [Km]' | |
| 581 | if self.CODE == 'coh': |
|
581 | if self.CODE == 'coh': | |
| 582 | self.cb_label = '' |
|
582 | self.cb_label = '' | |
| 583 | self.titles = ['Coherence Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] |
|
583 | self.titles = ['Coherence Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] | |
| 584 | else: |
|
584 | else: | |
| 585 | self.cb_label = 'Degrees' |
|
585 | self.cb_label = 'Degrees' | |
| 586 | self.titles = ['Phase Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] |
|
586 | self.titles = ['Phase Map Ch{} * Ch{}'.format(x[0], x[1]) for x in self.data.pairs] | |
| 587 |
|
587 | |||
| 588 |
|
588 | |||
| 589 | class PlotPHASEData(PlotCOHData): |
|
589 | class PlotPHASEData(PlotCOHData): | |
| 590 | ''' |
|
590 | ''' | |
| 591 | Plot for Phase map data |
|
591 | Plot for Phase map data | |
| 592 | ''' |
|
592 | ''' | |
| 593 |
|
593 | |||
| 594 | CODE = 'phase' |
|
594 | CODE = 'phase' | |
| 595 | colormap = 'seismic' |
|
595 | colormap = 'seismic' | |
| 596 |
|
596 | |||
| 597 |
|
597 | |||
| 598 | class PlotNoiseData(PlotData): |
|
598 | class PlotNoiseData(PlotData): | |
| 599 | ''' |
|
599 | ''' | |
| 600 | Plot for noise |
|
600 | Plot for noise | |
| 601 | ''' |
|
601 | ''' | |
| 602 |
|
602 | |||
| 603 | CODE = 'noise' |
|
603 | CODE = 'noise' | |
| 604 |
|
604 | |||
| 605 | def setup(self): |
|
605 | def setup(self): | |
| 606 | self.xaxis = 'time' |
|
606 | self.xaxis = 'time' | |
| 607 | self.ncols = 1 |
|
607 | self.ncols = 1 | |
| 608 | self.nrows = 1 |
|
608 | self.nrows = 1 | |
| 609 | self.nplots = 1 |
|
609 | self.nplots = 1 | |
| 610 | self.ylabel = 'Intensity [dB]' |
|
610 | self.ylabel = 'Intensity [dB]' | |
| 611 | self.titles = ['Noise'] |
|
611 | self.titles = ['Noise'] | |
| 612 | self.colorbar = False |
|
612 | self.colorbar = False | |
| 613 |
|
613 | |||
| 614 | def plot(self): |
|
614 | def plot(self): | |
| 615 |
|
615 | |||
| 616 | x = self.data.times |
|
616 | x = self.data.times | |
| 617 | xmin = self.min_time |
|
617 | xmin = self.min_time | |
| 618 | xmax = xmin+self.xrange*60*60 |
|
618 | xmax = xmin+self.xrange*60*60 | |
| 619 | Y = self.data[self.CODE] |
|
619 | Y = self.data[self.CODE] | |
| 620 |
|
620 | |||
| 621 | if self.axes[0].firsttime: |
|
621 | if self.axes[0].firsttime: | |
| 622 | for ch in self.data.channels: |
|
622 | for ch in self.data.channels: | |
| 623 | y = Y[ch] |
|
623 | y = Y[ch] | |
| 624 | self.axes[0].plot(x, y, lw=1, label='Ch{}'.format(ch)) |
|
624 | self.axes[0].plot(x, y, lw=1, label='Ch{}'.format(ch)) | |
| 625 | plt.legend() |
|
625 | plt.legend() | |
| 626 | else: |
|
626 | else: | |
| 627 | for ch in self.data.channels: |
|
627 | for ch in self.data.channels: | |
| 628 | y = Y[ch] |
|
628 | y = Y[ch] | |
| 629 | self.axes[0].lines[ch].set_data(x, y) |
|
629 | self.axes[0].lines[ch].set_data(x, y) | |
| 630 |
|
630 | |||
| 631 | self.ymin = numpy.nanmin(Y) - 5 |
|
631 | self.ymin = numpy.nanmin(Y) - 5 | |
| 632 | self.ymax = numpy.nanmax(Y) + 5 |
|
632 | self.ymax = numpy.nanmax(Y) + 5 | |
| 633 | self.saveTime = self.min_time |
|
633 | self.saveTime = self.min_time | |
| 634 |
|
634 | |||
| 635 |
|
635 | |||
| 636 | class PlotSNRData(PlotRTIData): |
|
636 | class PlotSNRData(PlotRTIData): | |
| 637 | ''' |
|
637 | ''' | |
| 638 | Plot for SNR Data |
|
638 | Plot for SNR Data | |
| 639 | ''' |
|
639 | ''' | |
| 640 |
|
640 | |||
| 641 | CODE = 'snr' |
|
641 | CODE = 'snr' | |
| 642 | colormap = 'jet' |
|
642 | colormap = 'jet' | |
| 643 |
|
643 | |||
| 644 |
|
644 | |||
| 645 | class PlotDOPData(PlotRTIData): |
|
645 | class PlotDOPData(PlotRTIData): | |
| 646 | ''' |
|
646 | ''' | |
| 647 | Plot for DOPPLER Data |
|
647 | Plot for DOPPLER Data | |
| 648 | ''' |
|
648 | ''' | |
| 649 |
|
649 | |||
| 650 | CODE = 'dop' |
|
650 | CODE = 'dop' | |
| 651 | colormap = 'jet' |
|
651 | colormap = 'jet' | |
| 652 |
|
652 | |||
| 653 |
|
653 | |||
| 654 | class PlotSkyMapData(PlotData): |
|
654 | class PlotSkyMapData(PlotData): | |
| 655 | ''' |
|
655 | ''' | |
| 656 | Plot for meteors detection data |
|
656 | Plot for meteors detection data | |
| 657 | ''' |
|
657 | ''' | |
| 658 |
|
658 | |||
| 659 | CODE = 'met' |
|
659 | CODE = 'met' | |
| 660 |
|
660 | |||
| 661 | def setup(self): |
|
661 | def setup(self): | |
| 662 |
|
662 | |||
| 663 | self.ncols = 1 |
|
663 | self.ncols = 1 | |
| 664 | self.nrows = 1 |
|
664 | self.nrows = 1 | |
| 665 | self.width = 7.2 |
|
665 | self.width = 7.2 | |
| 666 | self.height = 7.2 |
|
666 | self.height = 7.2 | |
| 667 |
|
667 | |||
| 668 | self.xlabel = 'Zonal Zenith Angle (deg)' |
|
668 | self.xlabel = 'Zonal Zenith Angle (deg)' | |
| 669 | self.ylabel = 'Meridional Zenith Angle (deg)' |
|
669 | self.ylabel = 'Meridional Zenith Angle (deg)' | |
| 670 |
|
670 | |||
| 671 | if self.figure is None: |
|
671 | if self.figure is None: | |
| 672 | self.figure = plt.figure(figsize=(self.width, self.height), |
|
672 | self.figure = plt.figure(figsize=(self.width, self.height), | |
| 673 | edgecolor='k', |
|
673 | edgecolor='k', | |
| 674 | facecolor='w') |
|
674 | facecolor='w') | |
| 675 | else: |
|
675 | else: | |
| 676 | self.figure.clf() |
|
676 | self.figure.clf() | |
| 677 |
|
677 | |||
| 678 | self.ax = plt.subplot2grid((self.nrows, self.ncols), (0, 0), 1, 1, polar=True) |
|
678 | self.ax = plt.subplot2grid((self.nrows, self.ncols), (0, 0), 1, 1, polar=True) | |
| 679 | self.ax.firsttime = True |
|
679 | self.ax.firsttime = True | |
| 680 |
|
680 | |||
| 681 |
|
681 | |||
| 682 | def plot(self): |
|
682 | def plot(self): | |
| 683 |
|
683 | |||
| 684 | arrayParameters = numpy.concatenate([self.data['param'][t] for t in self.data.times]) |
|
684 | arrayParameters = numpy.concatenate([self.data['param'][t] for t in self.data.times]) | |
| 685 | error = arrayParameters[:,-1] |
|
685 | error = arrayParameters[:,-1] | |
| 686 | indValid = numpy.where(error == 0)[0] |
|
686 | indValid = numpy.where(error == 0)[0] | |
| 687 | finalMeteor = arrayParameters[indValid,:] |
|
687 | finalMeteor = arrayParameters[indValid,:] | |
| 688 | finalAzimuth = finalMeteor[:,3] |
|
688 | finalAzimuth = finalMeteor[:,3] | |
| 689 | finalZenith = finalMeteor[:,4] |
|
689 | finalZenith = finalMeteor[:,4] | |
| 690 |
|
690 | |||
| 691 | x = finalAzimuth*numpy.pi/180 |
|
691 | x = finalAzimuth*numpy.pi/180 | |
| 692 | y = finalZenith |
|
692 | y = finalZenith | |
| 693 |
|
693 | |||
| 694 | if self.ax.firsttime: |
|
694 | if self.ax.firsttime: | |
| 695 | self.ax.plot = self.ax.plot(x, y, 'bo', markersize=5)[0] |
|
695 | self.ax.plot = self.ax.plot(x, y, 'bo', markersize=5)[0] | |
| 696 | self.ax.set_ylim(0,90) |
|
696 | self.ax.set_ylim(0,90) | |
| 697 | self.ax.set_yticks(numpy.arange(0,90,20)) |
|
697 | self.ax.set_yticks(numpy.arange(0,90,20)) | |
| 698 | self.ax.set_xlabel(self.xlabel) |
|
698 | self.ax.set_xlabel(self.xlabel) | |
| 699 | self.ax.set_ylabel(self.ylabel) |
|
699 | self.ax.set_ylabel(self.ylabel) | |
| 700 | self.ax.yaxis.labelpad = 40 |
|
700 | self.ax.yaxis.labelpad = 40 | |
| 701 | self.ax.firsttime = False |
|
701 | self.ax.firsttime = False | |
| 702 | else: |
|
702 | else: | |
| 703 | self.ax.plot.set_data(x, y) |
|
703 | self.ax.plot.set_data(x, y) | |
| 704 |
|
704 | |||
| 705 |
|
705 | |||
| 706 | dt1 = datetime.datetime.fromtimestamp(self.min_time).strftime('%y/%m/%d %H:%M:%S') |
|
706 | dt1 = datetime.datetime.fromtimestamp(self.min_time).strftime('%y/%m/%d %H:%M:%S') | |
| 707 | dt2 = datetime.datetime.fromtimestamp(self.max_time).strftime('%y/%m/%d %H:%M:%S') |
|
707 | dt2 = datetime.datetime.fromtimestamp(self.max_time).strftime('%y/%m/%d %H:%M:%S') | |
| 708 | title = 'Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n' % (dt1, |
|
708 | title = 'Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n' % (dt1, | |
| 709 | dt2, |
|
709 | dt2, | |
| 710 | len(x)) |
|
710 | len(x)) | |
| 711 | self.ax.set_title(title, size=8) |
|
711 | self.ax.set_title(title, size=8) | |
| 712 |
|
712 | |||
| 713 | self.saveTime = self.max_time |
|
713 | self.saveTime = self.max_time | |
| 714 |
|
714 | |||
| 715 | class PlotParamData(PlotRTIData): |
|
715 | class PlotParamData(PlotRTIData): | |
| 716 | ''' |
|
716 | ''' | |
| 717 | Plot for data_param object |
|
717 | Plot for data_param object | |
| 718 | ''' |
|
718 | ''' | |
| 719 |
|
719 | |||
| 720 | CODE = 'param' |
|
720 | CODE = 'param' | |
| 721 | colormap = 'seismic' |
|
721 | colormap = 'seismic' | |
| 722 |
|
722 | |||
| 723 | def setup(self): |
|
723 | def setup(self): | |
| 724 | self.xaxis = 'time' |
|
724 | self.xaxis = 'time' | |
| 725 | self.ncols = 1 |
|
725 | self.ncols = 1 | |
| 726 | self.nrows = self.data.shape(self.CODE)[0] |
|
726 | self.nrows = self.data.shape(self.CODE)[0] | |
| 727 | self.nplots = self.nrows |
|
727 | self.nplots = self.nrows | |
| 728 | if self.showSNR: |
|
728 | if self.showSNR: | |
| 729 | self.nrows += 1 |
|
729 | self.nrows += 1 | |
|
|
730 | self.nplots += 1 | |||
| 730 |
|
731 | |||
| 731 | self.ylabel = 'Height [Km]' |
|
732 | self.ylabel = 'Height [Km]' | |
| 732 | self.titles = self.data.parameters \ |
|
733 | self.titles = self.data.parameters \ | |
| 733 | if self.data.parameters else ['Param {}'.format(x) for x in xrange(self.nrows)] |
|
734 | if self.data.parameters else ['Param {}'.format(x) for x in xrange(self.nrows)] | |
| 734 | if self.showSNR: |
|
735 | if self.showSNR: | |
| 735 | self.titles.append('SNR') |
|
736 | self.titles.append('SNR') | |
| 736 |
|
737 | |||
| 737 | def plot(self): |
|
738 | def plot(self): | |
| 738 | self.data.normalize_heights() |
|
739 | self.data.normalize_heights() | |
| 739 | self.x = self.data.times |
|
740 | self.x = self.data.times | |
| 740 | self.y = self.data.heights |
|
741 | self.y = self.data.heights | |
| 741 | if self.showSNR: |
|
742 | if self.showSNR: | |
| 742 | self.z = numpy.concatenate( |
|
743 | self.z = numpy.concatenate( | |
| 743 | (self.data[self.CODE], self.data['snr']) |
|
744 | (self.data[self.CODE], self.data['snr']) | |
| 744 | ) |
|
745 | ) | |
| 745 | else: |
|
746 | else: | |
| 746 | self.z = self.data[self.CODE] |
|
747 | self.z = self.data[self.CODE] | |
| 747 |
|
748 | |||
| 748 | self.z = numpy.ma.masked_invalid(self.z) |
|
749 | self.z = numpy.ma.masked_invalid(self.z) | |
| 749 |
|
750 | |||
| 750 | for n, ax in enumerate(self.axes): |
|
751 | for n, ax in enumerate(self.axes): | |
| 751 |
|
752 | |||
| 752 | x, y, z = self.fill_gaps(*self.decimate()) |
|
753 | x, y, z = self.fill_gaps(*self.decimate()) | |
| 753 |
|
754 | |||
| 754 | if ax.firsttime: |
|
755 | if ax.firsttime: | |
| 755 | if self.zlimits is not None: |
|
756 | if self.zlimits is not None: | |
| 756 | self.zmin, self.zmax = self.zlimits[n] |
|
757 | self.zmin, self.zmax = self.zlimits[n] | |
| 757 | self.zmax = self.zmax if self.zmax is not None else numpy.nanmax(abs(self.z[:-1, :])) |
|
758 | self.zmax = self.zmax if self.zmax is not None else numpy.nanmax(abs(self.z[:-1, :])) | |
| 758 | self.zmin = self.zmin if self.zmin is not None else -self.zmax |
|
759 | self.zmin = self.zmin if self.zmin is not None else -self.zmax | |
| 759 | ax.plt = ax.pcolormesh(x, y, z[n, :, :].T*self.factors[n], |
|
760 | ax.plt = ax.pcolormesh(x, y, z[n, :, :].T*self.factors[n], | |
| 760 | vmin=self.zmin, |
|
761 | vmin=self.zmin, | |
| 761 | vmax=self.zmax, |
|
762 | vmax=self.zmax, | |
| 762 | cmap=self.cmaps[n] |
|
763 | cmap=self.cmaps[n] | |
| 763 | ) |
|
764 | ) | |
| 764 | else: |
|
765 | else: | |
| 765 | if self.zlimits is not None: |
|
766 | if self.zlimits is not None: | |
| 766 | self.zmin, self.zmax = self.zlimits[n] |
|
767 | self.zmin, self.zmax = self.zlimits[n] | |
| 767 | ax.collections.remove(ax.collections[0]) |
|
768 | ax.collections.remove(ax.collections[0]) | |
| 768 | ax.plt = ax.pcolormesh(x, y, z[n, :, :].T*self.factors[n], |
|
769 | ax.plt = ax.pcolormesh(x, y, z[n, :, :].T*self.factors[n], | |
| 769 | vmin=self.zmin, |
|
770 | vmin=self.zmin, | |
| 770 | vmax=self.zmax, |
|
771 | vmax=self.zmax, | |
| 771 | cmap=self.cmaps[n] |
|
772 | cmap=self.cmaps[n] | |
| 772 | ) |
|
773 | ) | |
| 773 |
|
774 | |||
| 774 | self.saveTime = self.min_time |
|
775 | self.saveTime = self.min_time | |
| 775 |
|
776 | |||
| 776 | class PlotOuputData(PlotParamData): |
|
777 | class PlotOuputData(PlotParamData): | |
| 777 | ''' |
|
778 | ''' | |
| 778 | Plot data_output object |
|
779 | Plot data_output object | |
| 779 | ''' |
|
780 | ''' | |
| 780 |
|
781 | |||
| 781 | CODE = 'output' |
|
782 | CODE = 'output' | |
| 782 | colormap = 'seismic' No newline at end of file |
|
783 | colormap = 'seismic' | |
| @@ -1,2154 +1,2151 | |||||
| 1 | import os |
|
1 | import os | |
| 2 | import datetime |
|
2 | import datetime | |
| 3 | import numpy |
|
3 | import numpy | |
| 4 | import inspect |
|
4 | import inspect | |
| 5 | from figure import Figure, isRealtime, isTimeInHourRange |
|
5 | from figure import Figure, isRealtime, isTimeInHourRange | |
| 6 | from plotting_codes import * |
|
6 | from plotting_codes import * | |
| 7 |
|
7 | |||
| 8 |
|
8 | |||
| 9 | class FitGauPlot(Figure): |
|
9 | class FitGauPlot(Figure): | |
| 10 |
|
10 | |||
| 11 | isConfig = None |
|
11 | isConfig = None | |
| 12 | __nsubplots = None |
|
12 | __nsubplots = None | |
| 13 |
|
13 | |||
| 14 | WIDTHPROF = None |
|
14 | WIDTHPROF = None | |
| 15 | HEIGHTPROF = None |
|
15 | HEIGHTPROF = None | |
| 16 | PREFIX = 'fitgau' |
|
16 | PREFIX = 'fitgau' | |
| 17 |
|
17 | |||
| 18 | def __init__(self, **kwargs): |
|
18 | def __init__(self, **kwargs): | |
| 19 | Figure.__init__(self, **kwargs) |
|
19 | Figure.__init__(self, **kwargs) | |
| 20 | self.isConfig = False |
|
20 | self.isConfig = False | |
| 21 | self.__nsubplots = 1 |
|
21 | self.__nsubplots = 1 | |
| 22 |
|
22 | |||
| 23 | self.WIDTH = 250 |
|
23 | self.WIDTH = 250 | |
| 24 | self.HEIGHT = 250 |
|
24 | self.HEIGHT = 250 | |
| 25 | self.WIDTHPROF = 120 |
|
25 | self.WIDTHPROF = 120 | |
| 26 | self.HEIGHTPROF = 0 |
|
26 | self.HEIGHTPROF = 0 | |
| 27 | self.counter_imagwr = 0 |
|
27 | self.counter_imagwr = 0 | |
| 28 |
|
28 | |||
| 29 | self.PLOT_CODE = SPEC_CODE |
|
29 | self.PLOT_CODE = SPEC_CODE | |
| 30 |
|
30 | |||
| 31 | self.FTP_WEI = None |
|
31 | self.FTP_WEI = None | |
| 32 | self.EXP_CODE = None |
|
32 | self.EXP_CODE = None | |
| 33 | self.SUB_EXP_CODE = None |
|
33 | self.SUB_EXP_CODE = None | |
| 34 | self.PLOT_POS = None |
|
34 | self.PLOT_POS = None | |
| 35 |
|
35 | |||
| 36 | self.__xfilter_ena = False |
|
36 | self.__xfilter_ena = False | |
| 37 | self.__yfilter_ena = False |
|
37 | self.__yfilter_ena = False | |
| 38 |
|
38 | |||
| 39 | def getSubplots(self): |
|
39 | def getSubplots(self): | |
| 40 |
|
40 | |||
| 41 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
41 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 42 | nrow = int(self.nplots*1./ncol + 0.9) |
|
42 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 43 |
|
43 | |||
| 44 | return nrow, ncol |
|
44 | return nrow, ncol | |
| 45 |
|
45 | |||
| 46 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
46 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 47 |
|
47 | |||
| 48 | self.__showprofile = showprofile |
|
48 | self.__showprofile = showprofile | |
| 49 | self.nplots = nplots |
|
49 | self.nplots = nplots | |
| 50 |
|
50 | |||
| 51 | ncolspan = 1 |
|
51 | ncolspan = 1 | |
| 52 | colspan = 1 |
|
52 | colspan = 1 | |
| 53 | if showprofile: |
|
53 | if showprofile: | |
| 54 | ncolspan = 3 |
|
54 | ncolspan = 3 | |
| 55 | colspan = 2 |
|
55 | colspan = 2 | |
| 56 | self.__nsubplots = 2 |
|
56 | self.__nsubplots = 2 | |
| 57 |
|
57 | |||
| 58 | self.createFigure(id = id, |
|
58 | self.createFigure(id = id, | |
| 59 | wintitle = wintitle, |
|
59 | wintitle = wintitle, | |
| 60 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
60 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 61 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
61 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 62 | show=show) |
|
62 | show=show) | |
| 63 |
|
63 | |||
| 64 | nrow, ncol = self.getSubplots() |
|
64 | nrow, ncol = self.getSubplots() | |
| 65 |
|
65 | |||
| 66 | counter = 0 |
|
66 | counter = 0 | |
| 67 | for y in range(nrow): |
|
67 | for y in range(nrow): | |
| 68 | for x in range(ncol): |
|
68 | for x in range(ncol): | |
| 69 |
|
69 | |||
| 70 | if counter >= self.nplots: |
|
70 | if counter >= self.nplots: | |
| 71 | break |
|
71 | break | |
| 72 |
|
72 | |||
| 73 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
73 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 74 |
|
74 | |||
| 75 | if showprofile: |
|
75 | if showprofile: | |
| 76 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
76 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 77 |
|
77 | |||
| 78 | counter += 1 |
|
78 | counter += 1 | |
| 79 |
|
79 | |||
| 80 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
80 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 81 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
81 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 82 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
82 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 83 | server=None, folder=None, username=None, password=None, |
|
83 | server=None, folder=None, username=None, password=None, | |
| 84 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
84 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 85 | xaxis="frequency", colormap='jet', normFactor=None , GauSelector = 1): |
|
85 | xaxis="frequency", colormap='jet', normFactor=None , GauSelector = 1): | |
| 86 |
|
86 | |||
| 87 | """ |
|
87 | """ | |
| 88 |
|
88 | |||
| 89 | Input: |
|
89 | Input: | |
| 90 | dataOut : |
|
90 | dataOut : | |
| 91 | id : |
|
91 | id : | |
| 92 | wintitle : |
|
92 | wintitle : | |
| 93 | channelList : |
|
93 | channelList : | |
| 94 | showProfile : |
|
94 | showProfile : | |
| 95 | xmin : None, |
|
95 | xmin : None, | |
| 96 | xmax : None, |
|
96 | xmax : None, | |
| 97 | ymin : None, |
|
97 | ymin : None, | |
| 98 | ymax : None, |
|
98 | ymax : None, | |
| 99 | zmin : None, |
|
99 | zmin : None, | |
| 100 | zmax : None |
|
100 | zmax : None | |
| 101 | """ |
|
101 | """ | |
| 102 | if realtime: |
|
102 | if realtime: | |
| 103 | if not(isRealtime(utcdatatime = dataOut.utctime)): |
|
103 | if not(isRealtime(utcdatatime = dataOut.utctime)): | |
| 104 | print 'Skipping this plot function' |
|
104 | print 'Skipping this plot function' | |
| 105 | return |
|
105 | return | |
| 106 |
|
106 | |||
| 107 | if channelList == None: |
|
107 | if channelList == None: | |
| 108 | channelIndexList = dataOut.channelIndexList |
|
108 | channelIndexList = dataOut.channelIndexList | |
| 109 | else: |
|
109 | else: | |
| 110 | channelIndexList = [] |
|
110 | channelIndexList = [] | |
| 111 | for channel in channelList: |
|
111 | for channel in channelList: | |
| 112 | if channel not in dataOut.channelList: |
|
112 | if channel not in dataOut.channelList: | |
| 113 | raise ValueError, "Channel %d is not in dataOut.channelList" %channel |
|
113 | raise ValueError, "Channel %d is not in dataOut.channelList" %channel | |
| 114 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
114 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 115 |
|
115 | |||
| 116 | # if normFactor is None: |
|
116 | # if normFactor is None: | |
| 117 | # factor = dataOut.normFactor |
|
117 | # factor = dataOut.normFactor | |
| 118 | # else: |
|
118 | # else: | |
| 119 | # factor = normFactor |
|
119 | # factor = normFactor | |
| 120 | if xaxis == "frequency": |
|
120 | if xaxis == "frequency": | |
| 121 | x = dataOut.spc_range[0] |
|
121 | x = dataOut.spc_range[0] | |
| 122 | xlabel = "Frequency (kHz)" |
|
122 | xlabel = "Frequency (kHz)" | |
| 123 |
|
123 | |||
| 124 | elif xaxis == "time": |
|
124 | elif xaxis == "time": | |
| 125 | x = dataOut.spc_range[1] |
|
125 | x = dataOut.spc_range[1] | |
| 126 | xlabel = "Time (ms)" |
|
126 | xlabel = "Time (ms)" | |
| 127 |
|
127 | |||
| 128 | else: |
|
128 | else: | |
| 129 | x = dataOut.spc_range[2] |
|
129 | x = dataOut.spc_range[2] | |
| 130 | xlabel = "Velocity (m/s)" |
|
130 | xlabel = "Velocity (m/s)" | |
| 131 |
|
131 | |||
| 132 | ylabel = "Range (Km)" |
|
132 | ylabel = "Range (Km)" | |
| 133 |
|
133 | |||
| 134 | y = dataOut.getHeiRange() |
|
134 | y = dataOut.getHeiRange() | |
| 135 |
|
135 | |||
| 136 | z = dataOut.GauSPC[:,GauSelector,:,:] #GauSelector] #dataOut.data_spc/factor |
|
136 | z = dataOut.GauSPC[:,GauSelector,:,:] #GauSelector] #dataOut.data_spc/factor | |
| 137 | print 'GausSPC', z[0,32,10:40] |
|
137 | print 'GausSPC', z[0,32,10:40] | |
| 138 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
138 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 139 | zdB = 10*numpy.log10(z) |
|
139 | zdB = 10*numpy.log10(z) | |
| 140 |
|
140 | |||
| 141 | avg = numpy.average(z, axis=1) |
|
141 | avg = numpy.average(z, axis=1) | |
| 142 | avgdB = 10*numpy.log10(avg) |
|
142 | avgdB = 10*numpy.log10(avg) | |
| 143 |
|
143 | |||
| 144 | noise = dataOut.spc_noise |
|
144 | noise = dataOut.spc_noise | |
| 145 | noisedB = 10*numpy.log10(noise) |
|
145 | noisedB = 10*numpy.log10(noise) | |
| 146 |
|
146 | |||
| 147 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
147 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 148 | title = wintitle + " Spectra" |
|
148 | title = wintitle + " Spectra" | |
| 149 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
149 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 150 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
150 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 151 |
|
151 | |||
| 152 | if not self.isConfig: |
|
152 | if not self.isConfig: | |
| 153 |
|
153 | |||
| 154 | nplots = len(channelIndexList) |
|
154 | nplots = len(channelIndexList) | |
| 155 |
|
155 | |||
| 156 | self.setup(id=id, |
|
156 | self.setup(id=id, | |
| 157 | nplots=nplots, |
|
157 | nplots=nplots, | |
| 158 | wintitle=wintitle, |
|
158 | wintitle=wintitle, | |
| 159 | showprofile=showprofile, |
|
159 | showprofile=showprofile, | |
| 160 | show=show) |
|
160 | show=show) | |
| 161 |
|
161 | |||
| 162 | if xmin == None: xmin = numpy.nanmin(x) |
|
162 | if xmin == None: xmin = numpy.nanmin(x) | |
| 163 | if xmax == None: xmax = numpy.nanmax(x) |
|
163 | if xmax == None: xmax = numpy.nanmax(x) | |
| 164 | if ymin == None: ymin = numpy.nanmin(y) |
|
164 | if ymin == None: ymin = numpy.nanmin(y) | |
| 165 | if ymax == None: ymax = numpy.nanmax(y) |
|
165 | if ymax == None: ymax = numpy.nanmax(y) | |
| 166 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 |
|
166 | if zmin == None: zmin = numpy.floor(numpy.nanmin(noisedB)) - 3 | |
| 167 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 |
|
167 | if zmax == None: zmax = numpy.ceil(numpy.nanmax(avgdB)) + 3 | |
| 168 |
|
168 | |||
| 169 | self.FTP_WEI = ftp_wei |
|
169 | self.FTP_WEI = ftp_wei | |
| 170 | self.EXP_CODE = exp_code |
|
170 | self.EXP_CODE = exp_code | |
| 171 | self.SUB_EXP_CODE = sub_exp_code |
|
171 | self.SUB_EXP_CODE = sub_exp_code | |
| 172 | self.PLOT_POS = plot_pos |
|
172 | self.PLOT_POS = plot_pos | |
| 173 |
|
173 | |||
| 174 | self.isConfig = True |
|
174 | self.isConfig = True | |
| 175 |
|
175 | |||
| 176 | self.setWinTitle(title) |
|
176 | self.setWinTitle(title) | |
| 177 |
|
177 | |||
| 178 | for i in range(self.nplots): |
|
178 | for i in range(self.nplots): | |
| 179 | index = channelIndexList[i] |
|
179 | index = channelIndexList[i] | |
| 180 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
180 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 181 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[index], noisedB[index], str_datetime) |
|
181 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[index], noisedB[index], str_datetime) | |
| 182 | if len(dataOut.beam.codeList) != 0: |
|
182 | if len(dataOut.beam.codeList) != 0: | |
| 183 | title = "Ch%d:%4.2fdB,%2.2f,%2.2f:%s" %(dataOut.channelList[index], noisedB[index], dataOut.beam.azimuthList[index], dataOut.beam.zenithList[index], str_datetime) |
|
183 | title = "Ch%d:%4.2fdB,%2.2f,%2.2f:%s" %(dataOut.channelList[index], noisedB[index], dataOut.beam.azimuthList[index], dataOut.beam.zenithList[index], str_datetime) | |
| 184 |
|
184 | |||
| 185 | axes = self.axesList[i*self.__nsubplots] |
|
185 | axes = self.axesList[i*self.__nsubplots] | |
| 186 | axes.pcolor(x, y, zdB[index,:,:], |
|
186 | axes.pcolor(x, y, zdB[index,:,:], | |
| 187 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
187 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 188 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=colormap, |
|
188 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=colormap, | |
| 189 | ticksize=9, cblabel='') |
|
189 | ticksize=9, cblabel='') | |
| 190 |
|
190 | |||
| 191 | if self.__showprofile: |
|
191 | if self.__showprofile: | |
| 192 | axes = self.axesList[i*self.__nsubplots +1] |
|
192 | axes = self.axesList[i*self.__nsubplots +1] | |
| 193 | axes.pline(avgdB[index,:], y, |
|
193 | axes.pline(avgdB[index,:], y, | |
| 194 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
194 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 195 | xlabel='dB', ylabel='', title='', |
|
195 | xlabel='dB', ylabel='', title='', | |
| 196 | ytick_visible=False, |
|
196 | ytick_visible=False, | |
| 197 | grid='x') |
|
197 | grid='x') | |
| 198 |
|
198 | |||
| 199 | noiseline = numpy.repeat(noisedB[index], len(y)) |
|
199 | noiseline = numpy.repeat(noisedB[index], len(y)) | |
| 200 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) |
|
200 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) | |
| 201 |
|
201 | |||
| 202 | self.draw() |
|
202 | self.draw() | |
| 203 |
|
203 | |||
| 204 | if figfile == None: |
|
204 | if figfile == None: | |
| 205 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
205 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 206 | name = str_datetime |
|
206 | name = str_datetime | |
| 207 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
207 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 208 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
208 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 209 | figfile = self.getFilename(name) |
|
209 | figfile = self.getFilename(name) | |
| 210 |
|
210 | |||
| 211 | self.save(figpath=figpath, |
|
211 | self.save(figpath=figpath, | |
| 212 | figfile=figfile, |
|
212 | figfile=figfile, | |
| 213 | save=save, |
|
213 | save=save, | |
| 214 | ftp=ftp, |
|
214 | ftp=ftp, | |
| 215 | wr_period=wr_period, |
|
215 | wr_period=wr_period, | |
| 216 | thisDatetime=thisDatetime) |
|
216 | thisDatetime=thisDatetime) | |
| 217 |
|
217 | |||
| 218 |
|
218 | |||
| 219 |
|
219 | |||
| 220 | class MomentsPlot(Figure): |
|
220 | class MomentsPlot(Figure): | |
| 221 |
|
221 | |||
| 222 | isConfig = None |
|
222 | isConfig = None | |
| 223 | __nsubplots = None |
|
223 | __nsubplots = None | |
| 224 |
|
224 | |||
| 225 | WIDTHPROF = None |
|
225 | WIDTHPROF = None | |
| 226 | HEIGHTPROF = None |
|
226 | HEIGHTPROF = None | |
| 227 | PREFIX = 'prm' |
|
227 | PREFIX = 'prm' | |
| 228 | def __init__(self, **kwargs): |
|
228 | def __init__(self, **kwargs): | |
| 229 | Figure.__init__(self, **kwargs) |
|
229 | Figure.__init__(self, **kwargs) | |
| 230 | self.isConfig = False |
|
230 | self.isConfig = False | |
| 231 | self.__nsubplots = 1 |
|
231 | self.__nsubplots = 1 | |
| 232 |
|
232 | |||
| 233 | self.WIDTH = 280 |
|
233 | self.WIDTH = 280 | |
| 234 | self.HEIGHT = 250 |
|
234 | self.HEIGHT = 250 | |
| 235 | self.WIDTHPROF = 120 |
|
235 | self.WIDTHPROF = 120 | |
| 236 | self.HEIGHTPROF = 0 |
|
236 | self.HEIGHTPROF = 0 | |
| 237 | self.counter_imagwr = 0 |
|
237 | self.counter_imagwr = 0 | |
| 238 |
|
238 | |||
| 239 | self.PLOT_CODE = MOMENTS_CODE |
|
239 | self.PLOT_CODE = MOMENTS_CODE | |
| 240 |
|
240 | |||
| 241 | self.FTP_WEI = None |
|
241 | self.FTP_WEI = None | |
| 242 | self.EXP_CODE = None |
|
242 | self.EXP_CODE = None | |
| 243 | self.SUB_EXP_CODE = None |
|
243 | self.SUB_EXP_CODE = None | |
| 244 | self.PLOT_POS = None |
|
244 | self.PLOT_POS = None | |
| 245 |
|
245 | |||
| 246 | def getSubplots(self): |
|
246 | def getSubplots(self): | |
| 247 |
|
247 | |||
| 248 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
248 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 249 | nrow = int(self.nplots*1./ncol + 0.9) |
|
249 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 250 |
|
250 | |||
| 251 | return nrow, ncol |
|
251 | return nrow, ncol | |
| 252 |
|
252 | |||
| 253 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
253 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 254 |
|
254 | |||
| 255 | self.__showprofile = showprofile |
|
255 | self.__showprofile = showprofile | |
| 256 | self.nplots = nplots |
|
256 | self.nplots = nplots | |
| 257 |
|
257 | |||
| 258 | ncolspan = 1 |
|
258 | ncolspan = 1 | |
| 259 | colspan = 1 |
|
259 | colspan = 1 | |
| 260 | if showprofile: |
|
260 | if showprofile: | |
| 261 | ncolspan = 3 |
|
261 | ncolspan = 3 | |
| 262 | colspan = 2 |
|
262 | colspan = 2 | |
| 263 | self.__nsubplots = 2 |
|
263 | self.__nsubplots = 2 | |
| 264 |
|
264 | |||
| 265 | self.createFigure(id = id, |
|
265 | self.createFigure(id = id, | |
| 266 | wintitle = wintitle, |
|
266 | wintitle = wintitle, | |
| 267 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
267 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 268 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
268 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 269 | show=show) |
|
269 | show=show) | |
| 270 |
|
270 | |||
| 271 | nrow, ncol = self.getSubplots() |
|
271 | nrow, ncol = self.getSubplots() | |
| 272 |
|
272 | |||
| 273 | counter = 0 |
|
273 | counter = 0 | |
| 274 | for y in range(nrow): |
|
274 | for y in range(nrow): | |
| 275 | for x in range(ncol): |
|
275 | for x in range(ncol): | |
| 276 |
|
276 | |||
| 277 | if counter >= self.nplots: |
|
277 | if counter >= self.nplots: | |
| 278 | break |
|
278 | break | |
| 279 |
|
279 | |||
| 280 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
280 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 281 |
|
281 | |||
| 282 | if showprofile: |
|
282 | if showprofile: | |
| 283 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
283 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 284 |
|
284 | |||
| 285 | counter += 1 |
|
285 | counter += 1 | |
| 286 |
|
286 | |||
| 287 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
287 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 288 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
288 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 289 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
289 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 290 | server=None, folder=None, username=None, password=None, |
|
290 | server=None, folder=None, username=None, password=None, | |
| 291 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): |
|
291 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): | |
| 292 |
|
292 | |||
| 293 | """ |
|
293 | """ | |
| 294 |
|
294 | |||
| 295 | Input: |
|
295 | Input: | |
| 296 | dataOut : |
|
296 | dataOut : | |
| 297 | id : |
|
297 | id : | |
| 298 | wintitle : |
|
298 | wintitle : | |
| 299 | channelList : |
|
299 | channelList : | |
| 300 | showProfile : |
|
300 | showProfile : | |
| 301 | xmin : None, |
|
301 | xmin : None, | |
| 302 | xmax : None, |
|
302 | xmax : None, | |
| 303 | ymin : None, |
|
303 | ymin : None, | |
| 304 | ymax : None, |
|
304 | ymax : None, | |
| 305 | zmin : None, |
|
305 | zmin : None, | |
| 306 | zmax : None |
|
306 | zmax : None | |
| 307 | """ |
|
307 | """ | |
| 308 |
|
308 | |||
| 309 | if dataOut.flagNoData: |
|
309 | if dataOut.flagNoData: | |
| 310 | return None |
|
310 | return None | |
| 311 |
|
311 | |||
| 312 | if realtime: |
|
312 | if realtime: | |
| 313 | if not(isRealtime(utcdatatime = dataOut.utctime)): |
|
313 | if not(isRealtime(utcdatatime = dataOut.utctime)): | |
| 314 | print 'Skipping this plot function' |
|
314 | print 'Skipping this plot function' | |
| 315 | return |
|
315 | return | |
| 316 |
|
316 | |||
| 317 | if channelList == None: |
|
317 | if channelList == None: | |
| 318 | channelIndexList = dataOut.channelIndexList |
|
318 | channelIndexList = dataOut.channelIndexList | |
| 319 | else: |
|
319 | else: | |
| 320 | channelIndexList = [] |
|
320 | channelIndexList = [] | |
| 321 | for channel in channelList: |
|
321 | for channel in channelList: | |
| 322 | if channel not in dataOut.channelList: |
|
322 | if channel not in dataOut.channelList: | |
| 323 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
323 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 324 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
324 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 325 |
|
325 | |||
| 326 | factor = dataOut.normFactor |
|
326 | factor = dataOut.normFactor | |
| 327 | x = dataOut.abscissaList |
|
327 | x = dataOut.abscissaList | |
| 328 | y = dataOut.heightList |
|
328 | y = dataOut.heightList | |
| 329 |
|
329 | |||
| 330 | z = dataOut.data_pre[channelIndexList,:,:]/factor |
|
330 | z = dataOut.data_pre[channelIndexList,:,:]/factor | |
| 331 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
331 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 332 | avg = numpy.average(z, axis=1) |
|
332 | avg = numpy.average(z, axis=1) | |
| 333 | noise = dataOut.noise/factor |
|
333 | noise = dataOut.noise/factor | |
| 334 |
|
334 | |||
| 335 | zdB = 10*numpy.log10(z) |
|
335 | zdB = 10*numpy.log10(z) | |
| 336 | avgdB = 10*numpy.log10(avg) |
|
336 | avgdB = 10*numpy.log10(avg) | |
| 337 | noisedB = 10*numpy.log10(noise) |
|
337 | noisedB = 10*numpy.log10(noise) | |
| 338 |
|
338 | |||
| 339 | #thisDatetime = dataOut.datatime |
|
339 | #thisDatetime = dataOut.datatime | |
| 340 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
340 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 341 | title = wintitle + " Parameters" |
|
341 | title = wintitle + " Parameters" | |
| 342 | xlabel = "Velocity (m/s)" |
|
342 | xlabel = "Velocity (m/s)" | |
| 343 | ylabel = "Range (Km)" |
|
343 | ylabel = "Range (Km)" | |
| 344 |
|
344 | |||
| 345 | update_figfile = False |
|
345 | update_figfile = False | |
| 346 |
|
346 | |||
| 347 | if not self.isConfig: |
|
347 | if not self.isConfig: | |
| 348 |
|
348 | |||
| 349 | nplots = len(channelIndexList) |
|
349 | nplots = len(channelIndexList) | |
| 350 |
|
350 | |||
| 351 | self.setup(id=id, |
|
351 | self.setup(id=id, | |
| 352 | nplots=nplots, |
|
352 | nplots=nplots, | |
| 353 | wintitle=wintitle, |
|
353 | wintitle=wintitle, | |
| 354 | showprofile=showprofile, |
|
354 | showprofile=showprofile, | |
| 355 | show=show) |
|
355 | show=show) | |
| 356 |
|
356 | |||
| 357 | if xmin == None: xmin = numpy.nanmin(x) |
|
357 | if xmin == None: xmin = numpy.nanmin(x) | |
| 358 | if xmax == None: xmax = numpy.nanmax(x) |
|
358 | if xmax == None: xmax = numpy.nanmax(x) | |
| 359 | if ymin == None: ymin = numpy.nanmin(y) |
|
359 | if ymin == None: ymin = numpy.nanmin(y) | |
| 360 | if ymax == None: ymax = numpy.nanmax(y) |
|
360 | if ymax == None: ymax = numpy.nanmax(y) | |
| 361 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 |
|
361 | if zmin == None: zmin = numpy.nanmin(avgdB)*0.9 | |
| 362 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 |
|
362 | if zmax == None: zmax = numpy.nanmax(avgdB)*0.9 | |
| 363 |
|
363 | |||
| 364 | self.FTP_WEI = ftp_wei |
|
364 | self.FTP_WEI = ftp_wei | |
| 365 | self.EXP_CODE = exp_code |
|
365 | self.EXP_CODE = exp_code | |
| 366 | self.SUB_EXP_CODE = sub_exp_code |
|
366 | self.SUB_EXP_CODE = sub_exp_code | |
| 367 | self.PLOT_POS = plot_pos |
|
367 | self.PLOT_POS = plot_pos | |
| 368 |
|
368 | |||
| 369 | self.isConfig = True |
|
369 | self.isConfig = True | |
| 370 | update_figfile = True |
|
370 | update_figfile = True | |
| 371 |
|
371 | |||
| 372 | self.setWinTitle(title) |
|
372 | self.setWinTitle(title) | |
| 373 |
|
373 | |||
| 374 | for i in range(self.nplots): |
|
374 | for i in range(self.nplots): | |
| 375 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
375 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 376 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i], noisedB[i], str_datetime) |
|
376 | title = "Channel %d: %4.2fdB: %s" %(dataOut.channelList[i], noisedB[i], str_datetime) | |
| 377 | axes = self.axesList[i*self.__nsubplots] |
|
377 | axes = self.axesList[i*self.__nsubplots] | |
| 378 | axes.pcolor(x, y, zdB[i,:,:], |
|
378 | axes.pcolor(x, y, zdB[i,:,:], | |
| 379 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
379 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 380 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
380 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 381 | ticksize=9, cblabel='') |
|
381 | ticksize=9, cblabel='') | |
| 382 | #Mean Line |
|
382 | #Mean Line | |
| 383 | mean = dataOut.data_param[i, 1, :] |
|
383 | mean = dataOut.data_param[i, 1, :] | |
| 384 | axes.addpline(mean, y, idline=0, color="black", linestyle="solid", lw=1) |
|
384 | axes.addpline(mean, y, idline=0, color="black", linestyle="solid", lw=1) | |
| 385 |
|
385 | |||
| 386 | if self.__showprofile: |
|
386 | if self.__showprofile: | |
| 387 | axes = self.axesList[i*self.__nsubplots +1] |
|
387 | axes = self.axesList[i*self.__nsubplots +1] | |
| 388 | axes.pline(avgdB[i], y, |
|
388 | axes.pline(avgdB[i], y, | |
| 389 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, |
|
389 | xmin=zmin, xmax=zmax, ymin=ymin, ymax=ymax, | |
| 390 | xlabel='dB', ylabel='', title='', |
|
390 | xlabel='dB', ylabel='', title='', | |
| 391 | ytick_visible=False, |
|
391 | ytick_visible=False, | |
| 392 | grid='x') |
|
392 | grid='x') | |
| 393 |
|
393 | |||
| 394 | noiseline = numpy.repeat(noisedB[i], len(y)) |
|
394 | noiseline = numpy.repeat(noisedB[i], len(y)) | |
| 395 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) |
|
395 | axes.addpline(noiseline, y, idline=1, color="black", linestyle="dashed", lw=2) | |
| 396 |
|
396 | |||
| 397 | self.draw() |
|
397 | self.draw() | |
| 398 |
|
398 | |||
| 399 | self.save(figpath=figpath, |
|
399 | self.save(figpath=figpath, | |
| 400 | figfile=figfile, |
|
400 | figfile=figfile, | |
| 401 | save=save, |
|
401 | save=save, | |
| 402 | ftp=ftp, |
|
402 | ftp=ftp, | |
| 403 | wr_period=wr_period, |
|
403 | wr_period=wr_period, | |
| 404 | thisDatetime=thisDatetime) |
|
404 | thisDatetime=thisDatetime) | |
| 405 |
|
405 | |||
| 406 |
|
406 | |||
| 407 |
|
407 | |||
| 408 | class SkyMapPlot(Figure): |
|
408 | class SkyMapPlot(Figure): | |
| 409 |
|
409 | |||
| 410 | __isConfig = None |
|
410 | __isConfig = None | |
| 411 | __nsubplots = None |
|
411 | __nsubplots = None | |
| 412 |
|
412 | |||
| 413 | WIDTHPROF = None |
|
413 | WIDTHPROF = None | |
| 414 | HEIGHTPROF = None |
|
414 | HEIGHTPROF = None | |
| 415 | PREFIX = 'mmap' |
|
415 | PREFIX = 'mmap' | |
| 416 |
|
416 | |||
| 417 | def __init__(self, **kwargs): |
|
417 | def __init__(self, **kwargs): | |
| 418 | Figure.__init__(self, **kwargs) |
|
418 | Figure.__init__(self, **kwargs) | |
| 419 | self.isConfig = False |
|
419 | self.isConfig = False | |
| 420 | self.__nsubplots = 1 |
|
420 | self.__nsubplots = 1 | |
| 421 |
|
421 | |||
| 422 | # self.WIDTH = 280 |
|
422 | # self.WIDTH = 280 | |
| 423 | # self.HEIGHT = 250 |
|
423 | # self.HEIGHT = 250 | |
| 424 | self.WIDTH = 600 |
|
424 | self.WIDTH = 600 | |
| 425 | self.HEIGHT = 600 |
|
425 | self.HEIGHT = 600 | |
| 426 | self.WIDTHPROF = 120 |
|
426 | self.WIDTHPROF = 120 | |
| 427 | self.HEIGHTPROF = 0 |
|
427 | self.HEIGHTPROF = 0 | |
| 428 | self.counter_imagwr = 0 |
|
428 | self.counter_imagwr = 0 | |
| 429 |
|
429 | |||
| 430 | self.PLOT_CODE = MSKYMAP_CODE |
|
430 | self.PLOT_CODE = MSKYMAP_CODE | |
| 431 |
|
431 | |||
| 432 | self.FTP_WEI = None |
|
432 | self.FTP_WEI = None | |
| 433 | self.EXP_CODE = None |
|
433 | self.EXP_CODE = None | |
| 434 | self.SUB_EXP_CODE = None |
|
434 | self.SUB_EXP_CODE = None | |
| 435 | self.PLOT_POS = None |
|
435 | self.PLOT_POS = None | |
| 436 |
|
436 | |||
| 437 | def getSubplots(self): |
|
437 | def getSubplots(self): | |
| 438 |
|
438 | |||
| 439 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
439 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 440 | nrow = int(self.nplots*1./ncol + 0.9) |
|
440 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 441 |
|
441 | |||
| 442 | return nrow, ncol |
|
442 | return nrow, ncol | |
| 443 |
|
443 | |||
| 444 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): |
|
444 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): | |
| 445 |
|
445 | |||
| 446 | self.__showprofile = showprofile |
|
446 | self.__showprofile = showprofile | |
| 447 | self.nplots = nplots |
|
447 | self.nplots = nplots | |
| 448 |
|
448 | |||
| 449 | ncolspan = 1 |
|
449 | ncolspan = 1 | |
| 450 | colspan = 1 |
|
450 | colspan = 1 | |
| 451 |
|
451 | |||
| 452 | self.createFigure(id = id, |
|
452 | self.createFigure(id = id, | |
| 453 | wintitle = wintitle, |
|
453 | wintitle = wintitle, | |
| 454 | widthplot = self.WIDTH, #+ self.WIDTHPROF, |
|
454 | widthplot = self.WIDTH, #+ self.WIDTHPROF, | |
| 455 | heightplot = self.HEIGHT,# + self.HEIGHTPROF, |
|
455 | heightplot = self.HEIGHT,# + self.HEIGHTPROF, | |
| 456 | show=show) |
|
456 | show=show) | |
| 457 |
|
457 | |||
| 458 | nrow, ncol = 1,1 |
|
458 | nrow, ncol = 1,1 | |
| 459 | counter = 0 |
|
459 | counter = 0 | |
| 460 | x = 0 |
|
460 | x = 0 | |
| 461 | y = 0 |
|
461 | y = 0 | |
| 462 | self.addAxes(1, 1, 0, 0, 1, 1, True) |
|
462 | self.addAxes(1, 1, 0, 0, 1, 1, True) | |
| 463 |
|
463 | |||
| 464 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, |
|
464 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, | |
| 465 | tmin=0, tmax=24, timerange=None, |
|
465 | tmin=0, tmax=24, timerange=None, | |
| 466 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
466 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 467 | server=None, folder=None, username=None, password=None, |
|
467 | server=None, folder=None, username=None, password=None, | |
| 468 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): |
|
468 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False): | |
| 469 |
|
469 | |||
| 470 | """ |
|
470 | """ | |
| 471 |
|
471 | |||
| 472 | Input: |
|
472 | Input: | |
| 473 | dataOut : |
|
473 | dataOut : | |
| 474 | id : |
|
474 | id : | |
| 475 | wintitle : |
|
475 | wintitle : | |
| 476 | channelList : |
|
476 | channelList : | |
| 477 | showProfile : |
|
477 | showProfile : | |
| 478 | xmin : None, |
|
478 | xmin : None, | |
| 479 | xmax : None, |
|
479 | xmax : None, | |
| 480 | ymin : None, |
|
480 | ymin : None, | |
| 481 | ymax : None, |
|
481 | ymax : None, | |
| 482 | zmin : None, |
|
482 | zmin : None, | |
| 483 | zmax : None |
|
483 | zmax : None | |
| 484 | """ |
|
484 | """ | |
| 485 |
|
485 | |||
| 486 | arrayParameters = dataOut.data_param |
|
486 | arrayParameters = dataOut.data_param | |
| 487 | error = arrayParameters[:,-1] |
|
487 | error = arrayParameters[:,-1] | |
| 488 | indValid = numpy.where(error == 0)[0] |
|
488 | indValid = numpy.where(error == 0)[0] | |
| 489 | finalMeteor = arrayParameters[indValid,:] |
|
489 | finalMeteor = arrayParameters[indValid,:] | |
| 490 | finalAzimuth = finalMeteor[:,3] |
|
490 | finalAzimuth = finalMeteor[:,3] | |
| 491 | finalZenith = finalMeteor[:,4] |
|
491 | finalZenith = finalMeteor[:,4] | |
| 492 |
|
492 | |||
| 493 | x = finalAzimuth*numpy.pi/180 |
|
493 | x = finalAzimuth*numpy.pi/180 | |
| 494 | y = finalZenith |
|
494 | y = finalZenith | |
| 495 | x1 = [dataOut.ltctime, dataOut.ltctime] |
|
495 | x1 = [dataOut.ltctime, dataOut.ltctime] | |
| 496 |
|
496 | |||
| 497 | #thisDatetime = dataOut.datatime |
|
497 | #thisDatetime = dataOut.datatime | |
| 498 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
498 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 499 | title = wintitle + " Parameters" |
|
499 | title = wintitle + " Parameters" | |
| 500 | xlabel = "Zonal Zenith Angle (deg) " |
|
500 | xlabel = "Zonal Zenith Angle (deg) " | |
| 501 | ylabel = "Meridional Zenith Angle (deg)" |
|
501 | ylabel = "Meridional Zenith Angle (deg)" | |
| 502 | update_figfile = False |
|
502 | update_figfile = False | |
| 503 |
|
503 | |||
| 504 | if not self.isConfig: |
|
504 | if not self.isConfig: | |
| 505 |
|
505 | |||
| 506 | nplots = 1 |
|
506 | nplots = 1 | |
| 507 |
|
507 | |||
| 508 | self.setup(id=id, |
|
508 | self.setup(id=id, | |
| 509 | nplots=nplots, |
|
509 | nplots=nplots, | |
| 510 | wintitle=wintitle, |
|
510 | wintitle=wintitle, | |
| 511 | showprofile=showprofile, |
|
511 | showprofile=showprofile, | |
| 512 | show=show) |
|
512 | show=show) | |
| 513 |
|
513 | |||
| 514 | if self.xmin is None and self.xmax is None: |
|
514 | if self.xmin is None and self.xmax is None: | |
| 515 | self.xmin, self.xmax = self.getTimeLim(x1, tmin, tmax, timerange) |
|
515 | self.xmin, self.xmax = self.getTimeLim(x1, tmin, tmax, timerange) | |
| 516 |
|
516 | |||
| 517 | if timerange != None: |
|
517 | if timerange != None: | |
| 518 | self.timerange = timerange |
|
518 | self.timerange = timerange | |
| 519 | else: |
|
519 | else: | |
| 520 | self.timerange = self.xmax - self.xmin |
|
520 | self.timerange = self.xmax - self.xmin | |
| 521 |
|
521 | |||
| 522 | self.FTP_WEI = ftp_wei |
|
522 | self.FTP_WEI = ftp_wei | |
| 523 | self.EXP_CODE = exp_code |
|
523 | self.EXP_CODE = exp_code | |
| 524 | self.SUB_EXP_CODE = sub_exp_code |
|
524 | self.SUB_EXP_CODE = sub_exp_code | |
| 525 | self.PLOT_POS = plot_pos |
|
525 | self.PLOT_POS = plot_pos | |
| 526 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
526 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 527 | self.firstdate = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
527 | self.firstdate = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 528 | self.isConfig = True |
|
528 | self.isConfig = True | |
| 529 | update_figfile = True |
|
529 | update_figfile = True | |
| 530 |
|
530 | |||
| 531 | self.setWinTitle(title) |
|
531 | self.setWinTitle(title) | |
| 532 |
|
532 | |||
| 533 | i = 0 |
|
533 | i = 0 | |
| 534 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
534 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 535 |
|
535 | |||
| 536 | axes = self.axesList[i*self.__nsubplots] |
|
536 | axes = self.axesList[i*self.__nsubplots] | |
| 537 | nevents = axes.x_buffer.shape[0] + x.shape[0] |
|
537 | nevents = axes.x_buffer.shape[0] + x.shape[0] | |
| 538 | title = "Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n" %(self.firstdate,str_datetime,nevents) |
|
538 | title = "Meteor Detection Sky Map\n %s - %s \n Number of events: %5.0f\n" %(self.firstdate,str_datetime,nevents) | |
| 539 | axes.polar(x, y, |
|
539 | axes.polar(x, y, | |
| 540 | title=title, xlabel=xlabel, ylabel=ylabel, |
|
540 | title=title, xlabel=xlabel, ylabel=ylabel, | |
| 541 | ticksize=9, cblabel='') |
|
541 | ticksize=9, cblabel='') | |
| 542 |
|
542 | |||
| 543 | self.draw() |
|
543 | self.draw() | |
| 544 |
|
544 | |||
| 545 | self.save(figpath=figpath, |
|
545 | self.save(figpath=figpath, | |
| 546 | figfile=figfile, |
|
546 | figfile=figfile, | |
| 547 | save=save, |
|
547 | save=save, | |
| 548 | ftp=ftp, |
|
548 | ftp=ftp, | |
| 549 | wr_period=wr_period, |
|
549 | wr_period=wr_period, | |
| 550 | thisDatetime=thisDatetime, |
|
550 | thisDatetime=thisDatetime, | |
| 551 | update_figfile=update_figfile) |
|
551 | update_figfile=update_figfile) | |
| 552 |
|
552 | |||
| 553 | if dataOut.ltctime >= self.xmax: |
|
553 | if dataOut.ltctime >= self.xmax: | |
| 554 | self.isConfigmagwr = wr_period |
|
554 | self.isConfigmagwr = wr_period | |
| 555 | self.isConfig = False |
|
555 | self.isConfig = False | |
| 556 | update_figfile = True |
|
556 | update_figfile = True | |
| 557 | axes.__firsttime = True |
|
557 | axes.__firsttime = True | |
| 558 | self.xmin += self.timerange |
|
558 | self.xmin += self.timerange | |
| 559 | self.xmax += self.timerange |
|
559 | self.xmax += self.timerange | |
| 560 |
|
560 | |||
| 561 |
|
561 | |||
| 562 |
|
562 | |||
| 563 |
|
563 | |||
| 564 | class WindProfilerPlot(Figure): |
|
564 | class WindProfilerPlot(Figure): | |
| 565 |
|
565 | |||
| 566 | __isConfig = None |
|
566 | __isConfig = None | |
| 567 | __nsubplots = None |
|
567 | __nsubplots = None | |
| 568 |
|
568 | |||
| 569 | WIDTHPROF = None |
|
569 | WIDTHPROF = None | |
| 570 | HEIGHTPROF = None |
|
570 | HEIGHTPROF = None | |
| 571 | PREFIX = 'wind' |
|
571 | PREFIX = 'wind' | |
| 572 |
|
572 | |||
| 573 | def __init__(self, **kwargs): |
|
573 | def __init__(self, **kwargs): | |
| 574 | Figure.__init__(self, **kwargs) |
|
574 | Figure.__init__(self, **kwargs) | |
| 575 | self.timerange = None |
|
575 | self.timerange = None | |
| 576 | self.isConfig = False |
|
576 | self.isConfig = False | |
| 577 | self.__nsubplots = 1 |
|
577 | self.__nsubplots = 1 | |
| 578 |
|
578 | |||
| 579 | self.WIDTH = 800 |
|
579 | self.WIDTH = 800 | |
| 580 | self.HEIGHT = 300 |
|
580 | self.HEIGHT = 300 | |
| 581 | self.WIDTHPROF = 120 |
|
581 | self.WIDTHPROF = 120 | |
| 582 | self.HEIGHTPROF = 0 |
|
582 | self.HEIGHTPROF = 0 | |
| 583 | self.counter_imagwr = 0 |
|
583 | self.counter_imagwr = 0 | |
| 584 |
|
584 | |||
| 585 | self.PLOT_CODE = WIND_CODE |
|
585 | self.PLOT_CODE = WIND_CODE | |
| 586 |
|
586 | |||
| 587 | self.FTP_WEI = None |
|
587 | self.FTP_WEI = None | |
| 588 | self.EXP_CODE = None |
|
588 | self.EXP_CODE = None | |
| 589 | self.SUB_EXP_CODE = None |
|
589 | self.SUB_EXP_CODE = None | |
| 590 | self.PLOT_POS = None |
|
590 | self.PLOT_POS = None | |
| 591 | self.tmin = None |
|
591 | self.tmin = None | |
| 592 | self.tmax = None |
|
592 | self.tmax = None | |
| 593 |
|
593 | |||
| 594 | self.xmin = None |
|
594 | self.xmin = None | |
| 595 | self.xmax = None |
|
595 | self.xmax = None | |
| 596 |
|
596 | |||
| 597 | self.figfile = None |
|
597 | self.figfile = None | |
| 598 |
|
598 | |||
| 599 | def getSubplots(self): |
|
599 | def getSubplots(self): | |
| 600 |
|
600 | |||
| 601 | ncol = 1 |
|
601 | ncol = 1 | |
| 602 | nrow = self.nplots |
|
602 | nrow = self.nplots | |
| 603 |
|
603 | |||
| 604 | return nrow, ncol |
|
604 | return nrow, ncol | |
| 605 |
|
605 | |||
| 606 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
606 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 607 |
|
607 | |||
| 608 | self.__showprofile = showprofile |
|
608 | self.__showprofile = showprofile | |
| 609 | self.nplots = nplots |
|
609 | self.nplots = nplots | |
| 610 |
|
610 | |||
| 611 | ncolspan = 1 |
|
611 | ncolspan = 1 | |
| 612 | colspan = 1 |
|
612 | colspan = 1 | |
| 613 |
|
613 | |||
| 614 | self.createFigure(id = id, |
|
614 | self.createFigure(id = id, | |
| 615 | wintitle = wintitle, |
|
615 | wintitle = wintitle, | |
| 616 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
616 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 617 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
617 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 618 | show=show) |
|
618 | show=show) | |
| 619 |
|
619 | |||
| 620 | nrow, ncol = self.getSubplots() |
|
620 | nrow, ncol = self.getSubplots() | |
| 621 |
|
621 | |||
| 622 | counter = 0 |
|
622 | counter = 0 | |
| 623 | for y in range(nrow): |
|
623 | for y in range(nrow): | |
| 624 | if counter >= self.nplots: |
|
624 | if counter >= self.nplots: | |
| 625 | break |
|
625 | break | |
| 626 |
|
626 | |||
| 627 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) |
|
627 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) | |
| 628 | counter += 1 |
|
628 | counter += 1 | |
| 629 |
|
629 | |||
| 630 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='False', |
|
630 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile='False', | |
| 631 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
631 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 632 | zmax_ver = None, zmin_ver = None, SNRmin = None, SNRmax = None, |
|
632 | zmax_ver = None, zmin_ver = None, SNRmin = None, SNRmax = None, | |
| 633 | timerange=None, SNRthresh = None, |
|
633 | timerange=None, SNRthresh = None, | |
| 634 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
634 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 635 | server=None, folder=None, username=None, password=None, |
|
635 | server=None, folder=None, username=None, password=None, | |
| 636 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
636 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 637 | """ |
|
637 | """ | |
| 638 |
|
638 | |||
| 639 | Input: |
|
639 | Input: | |
| 640 | dataOut : |
|
640 | dataOut : | |
| 641 | id : |
|
641 | id : | |
| 642 | wintitle : |
|
642 | wintitle : | |
| 643 | channelList : |
|
643 | channelList : | |
| 644 | showProfile : |
|
644 | showProfile : | |
| 645 | xmin : None, |
|
645 | xmin : None, | |
| 646 | xmax : None, |
|
646 | xmax : None, | |
| 647 | ymin : None, |
|
647 | ymin : None, | |
| 648 | ymax : None, |
|
648 | ymax : None, | |
| 649 | zmin : None, |
|
649 | zmin : None, | |
| 650 | zmax : None |
|
650 | zmax : None | |
| 651 | """ |
|
651 | """ | |
| 652 |
|
652 | |||
| 653 | # if timerange is not None: |
|
653 | # if timerange is not None: | |
| 654 | # self.timerange = timerange |
|
654 | # self.timerange = timerange | |
| 655 | # |
|
655 | # | |
| 656 | # tmin = None |
|
656 | # tmin = None | |
| 657 | # tmax = None |
|
657 | # tmax = None | |
| 658 |
|
658 | |||
| 659 | x = dataOut.getTimeRange1(dataOut.paramInterval) |
|
659 | x = dataOut.getTimeRange1(dataOut.paramInterval) | |
| 660 | y = dataOut.heightList |
|
660 | y = dataOut.heightList | |
| 661 | z = dataOut.data_output.copy() |
|
661 | z = dataOut.data_output.copy() | |
| 662 | nplots = z.shape[0] #Number of wind dimensions estimated |
|
662 | nplots = z.shape[0] #Number of wind dimensions estimated | |
| 663 | nplotsw = nplots |
|
663 | nplotsw = nplots | |
| 664 |
|
664 | |||
| 665 |
|
665 | |||
| 666 | #If there is a SNR function defined |
|
666 | #If there is a SNR function defined | |
| 667 | if dataOut.data_SNR is not None: |
|
667 | if dataOut.data_SNR is not None: | |
| 668 | nplots += 1 |
|
668 | nplots += 1 | |
| 669 | SNR = dataOut.data_SNR |
|
669 | SNR = dataOut.data_SNR | |
| 670 | SNRavg = numpy.average(SNR, axis=0) |
|
670 | SNRavg = numpy.average(SNR, axis=0) | |
| 671 |
|
671 | |||
| 672 | SNRdB = 10*numpy.log10(SNR) |
|
672 | SNRdB = 10*numpy.log10(SNR) | |
| 673 | SNRavgdB = 10*numpy.log10(SNRavg) |
|
673 | SNRavgdB = 10*numpy.log10(SNRavg) | |
| 674 |
|
674 | |||
| 675 | if SNRthresh == None: SNRthresh = -5.0 |
|
675 | if SNRthresh == None: SNRthresh = -5.0 | |
| 676 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] |
|
676 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] | |
| 677 |
|
677 | |||
| 678 | for i in range(nplotsw): |
|
678 | for i in range(nplotsw): | |
| 679 | z[i,ind] = numpy.nan |
|
679 | z[i,ind] = numpy.nan | |
| 680 |
|
680 | |||
| 681 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
681 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 682 | #thisDatetime = datetime.datetime.now() |
|
682 | #thisDatetime = datetime.datetime.now() | |
| 683 | title = wintitle + "Wind" |
|
683 | title = wintitle + "Wind" | |
| 684 | xlabel = "" |
|
684 | xlabel = "" | |
| 685 | ylabel = "Height (km)" |
|
685 | ylabel = "Height (km)" | |
| 686 | update_figfile = False |
|
686 | update_figfile = False | |
| 687 |
|
687 | |||
| 688 | if not self.isConfig: |
|
688 | if not self.isConfig: | |
| 689 |
|
689 | |||
| 690 | self.setup(id=id, |
|
690 | self.setup(id=id, | |
| 691 | nplots=nplots, |
|
691 | nplots=nplots, | |
| 692 | wintitle=wintitle, |
|
692 | wintitle=wintitle, | |
| 693 | showprofile=showprofile, |
|
693 | showprofile=showprofile, | |
| 694 | show=show) |
|
694 | show=show) | |
| 695 |
|
695 | |||
| 696 | if timerange is not None: |
|
696 | if timerange is not None: | |
| 697 | self.timerange = timerange |
|
697 | self.timerange = timerange | |
| 698 |
|
698 | |||
| 699 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
699 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 700 |
|
700 | |||
| 701 | if ymin == None: ymin = numpy.nanmin(y) |
|
701 | if ymin == None: ymin = numpy.nanmin(y) | |
| 702 | if ymax == None: ymax = numpy.nanmax(y) |
|
702 | if ymax == None: ymax = numpy.nanmax(y) | |
| 703 |
|
703 | |||
| 704 | if zmax == None: zmax = numpy.nanmax(abs(z[range(2),:])) |
|
704 | if zmax == None: zmax = numpy.nanmax(abs(z[range(2),:])) | |
| 705 | #if numpy.isnan(zmax): zmax = 50 |
|
705 | #if numpy.isnan(zmax): zmax = 50 | |
| 706 | if zmin == None: zmin = -zmax |
|
706 | if zmin == None: zmin = -zmax | |
| 707 |
|
707 | |||
| 708 | if nplotsw == 3: |
|
708 | if nplotsw == 3: | |
| 709 | if zmax_ver == None: zmax_ver = numpy.nanmax(abs(z[2,:])) |
|
709 | if zmax_ver == None: zmax_ver = numpy.nanmax(abs(z[2,:])) | |
| 710 | if zmin_ver == None: zmin_ver = -zmax_ver |
|
710 | if zmin_ver == None: zmin_ver = -zmax_ver | |
| 711 |
|
711 | |||
| 712 | if dataOut.data_SNR is not None: |
|
712 | if dataOut.data_SNR is not None: | |
| 713 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) |
|
713 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) | |
| 714 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) |
|
714 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) | |
| 715 |
|
715 | |||
| 716 |
|
716 | |||
| 717 | self.FTP_WEI = ftp_wei |
|
717 | self.FTP_WEI = ftp_wei | |
| 718 | self.EXP_CODE = exp_code |
|
718 | self.EXP_CODE = exp_code | |
| 719 | self.SUB_EXP_CODE = sub_exp_code |
|
719 | self.SUB_EXP_CODE = sub_exp_code | |
| 720 | self.PLOT_POS = plot_pos |
|
720 | self.PLOT_POS = plot_pos | |
| 721 |
|
721 | |||
| 722 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
722 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 723 | self.isConfig = True |
|
723 | self.isConfig = True | |
| 724 | self.figfile = figfile |
|
724 | self.figfile = figfile | |
| 725 | update_figfile = True |
|
725 | update_figfile = True | |
| 726 |
|
726 | |||
| 727 | self.setWinTitle(title) |
|
727 | self.setWinTitle(title) | |
| 728 |
|
728 | |||
| 729 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
729 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 730 | x[1] = self.xmax |
|
730 | x[1] = self.xmax | |
| 731 |
|
731 | |||
| 732 | strWind = ['Zonal', 'Meridional', 'Vertical'] |
|
732 | strWind = ['Zonal', 'Meridional', 'Vertical'] | |
| 733 | strCb = ['Velocity (m/s)','Velocity (m/s)','Velocity (cm/s)'] |
|
733 | strCb = ['Velocity (m/s)','Velocity (m/s)','Velocity (cm/s)'] | |
| 734 | zmaxVector = [zmax, zmax, zmax_ver] |
|
734 | zmaxVector = [zmax, zmax, zmax_ver] | |
| 735 | zminVector = [zmin, zmin, zmin_ver] |
|
735 | zminVector = [zmin, zmin, zmin_ver] | |
| 736 | windFactor = [1,1,100] |
|
736 | windFactor = [1,1,100] | |
| 737 |
|
737 | |||
| 738 | for i in range(nplotsw): |
|
738 | for i in range(nplotsw): | |
| 739 |
|
739 | |||
| 740 | title = "%s Wind: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
740 | title = "%s Wind: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 741 | axes = self.axesList[i*self.__nsubplots] |
|
741 | axes = self.axesList[i*self.__nsubplots] | |
| 742 |
|
742 | |||
| 743 | z1 = z[i,:].reshape((1,-1))*windFactor[i] |
|
743 | z1 = z[i,:].reshape((1,-1))*windFactor[i] | |
| 744 | #z1=numpy.ma.masked_where(z1==0.,z1) |
|
744 | #z1=numpy.ma.masked_where(z1==0.,z1) | |
| 745 |
|
745 | |||
| 746 | axes.pcolorbuffer(x, y, z1, |
|
746 | axes.pcolorbuffer(x, y, z1, | |
| 747 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], |
|
747 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], | |
| 748 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
748 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 749 | ticksize=9, cblabel=strCb[i], cbsize="1%", colormap="seismic" ) |
|
749 | ticksize=9, cblabel=strCb[i], cbsize="1%", colormap="seismic" ) | |
| 750 |
|
750 | |||
| 751 | if dataOut.data_SNR is not None: |
|
751 | if dataOut.data_SNR is not None: | |
| 752 | i += 1 |
|
752 | i += 1 | |
| 753 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
753 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 754 | axes = self.axesList[i*self.__nsubplots] |
|
754 | axes = self.axesList[i*self.__nsubplots] | |
| 755 | SNRavgdB = SNRavgdB.reshape((1,-1)) |
|
755 | SNRavgdB = SNRavgdB.reshape((1,-1)) | |
| 756 | axes.pcolorbuffer(x, y, SNRavgdB, |
|
756 | axes.pcolorbuffer(x, y, SNRavgdB, | |
| 757 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
757 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 758 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
758 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 759 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") |
|
759 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") | |
| 760 |
|
760 | |||
| 761 | self.draw() |
|
761 | self.draw() | |
| 762 |
|
762 | |||
| 763 | self.save(figpath=figpath, |
|
763 | self.save(figpath=figpath, | |
| 764 | figfile=figfile, |
|
764 | figfile=figfile, | |
| 765 | save=save, |
|
765 | save=save, | |
| 766 | ftp=ftp, |
|
766 | ftp=ftp, | |
| 767 | wr_period=wr_period, |
|
767 | wr_period=wr_period, | |
| 768 | thisDatetime=thisDatetime, |
|
768 | thisDatetime=thisDatetime, | |
| 769 | update_figfile=update_figfile) |
|
769 | update_figfile=update_figfile) | |
| 770 |
|
770 | |||
| 771 | if dataOut.ltctime + dataOut.paramInterval >= self.xmax: |
|
771 | if dataOut.ltctime + dataOut.paramInterval >= self.xmax: | |
| 772 | self.counter_imagwr = wr_period |
|
772 | self.counter_imagwr = wr_period | |
| 773 | self.isConfig = False |
|
773 | self.isConfig = False | |
| 774 | update_figfile = True |
|
774 | update_figfile = True | |
| 775 |
|
775 | |||
| 776 |
|
776 | |||
| 777 | class ParametersPlot(Figure): |
|
777 | class ParametersPlot(Figure): | |
| 778 |
|
778 | |||
| 779 | __isConfig = None |
|
779 | __isConfig = None | |
| 780 | __nsubplots = None |
|
780 | __nsubplots = None | |
| 781 |
|
781 | |||
| 782 | WIDTHPROF = None |
|
782 | WIDTHPROF = None | |
| 783 | HEIGHTPROF = None |
|
783 | HEIGHTPROF = None | |
| 784 | PREFIX = 'param' |
|
784 | PREFIX = 'param' | |
| 785 |
|
785 | |||
| 786 | nplots = None |
|
786 | nplots = None | |
| 787 | nchan = None |
|
787 | nchan = None | |
| 788 |
|
788 | |||
| 789 | def __init__(self, **kwargs): |
|
789 | def __init__(self, **kwargs): | |
| 790 | Figure.__init__(self, **kwargs) |
|
790 | Figure.__init__(self, **kwargs) | |
| 791 | self.timerange = None |
|
791 | self.timerange = None | |
| 792 | self.isConfig = False |
|
792 | self.isConfig = False | |
| 793 | self.__nsubplots = 1 |
|
793 | self.__nsubplots = 1 | |
| 794 |
|
794 | |||
| 795 | self.WIDTH = 800 |
|
795 | self.WIDTH = 800 | |
| 796 | self.HEIGHT = 180 |
|
796 | self.HEIGHT = 180 | |
| 797 | self.WIDTHPROF = 120 |
|
797 | self.WIDTHPROF = 120 | |
| 798 | self.HEIGHTPROF = 0 |
|
798 | self.HEIGHTPROF = 0 | |
| 799 | self.counter_imagwr = 0 |
|
799 | self.counter_imagwr = 0 | |
| 800 |
|
800 | |||
| 801 | self.PLOT_CODE = RTI_CODE |
|
801 | self.PLOT_CODE = RTI_CODE | |
| 802 |
|
802 | |||
| 803 | self.FTP_WEI = None |
|
803 | self.FTP_WEI = None | |
| 804 | self.EXP_CODE = None |
|
804 | self.EXP_CODE = None | |
| 805 | self.SUB_EXP_CODE = None |
|
805 | self.SUB_EXP_CODE = None | |
| 806 | self.PLOT_POS = None |
|
806 | self.PLOT_POS = None | |
| 807 | self.tmin = None |
|
807 | self.tmin = None | |
| 808 | self.tmax = None |
|
808 | self.tmax = None | |
| 809 |
|
809 | |||
| 810 | self.xmin = None |
|
810 | self.xmin = None | |
| 811 | self.xmax = None |
|
811 | self.xmax = None | |
| 812 |
|
812 | |||
| 813 | self.figfile = None |
|
813 | self.figfile = None | |
| 814 |
|
814 | |||
| 815 | def getSubplots(self): |
|
815 | def getSubplots(self): | |
| 816 |
|
816 | |||
| 817 | ncol = 1 |
|
817 | ncol = 1 | |
| 818 | nrow = self.nplots |
|
818 | nrow = self.nplots | |
| 819 |
|
819 | |||
| 820 | return nrow, ncol |
|
820 | return nrow, ncol | |
| 821 |
|
821 | |||
| 822 | def setup(self, id, nplots, wintitle, show=True): |
|
822 | def setup(self, id, nplots, wintitle, show=True): | |
| 823 |
|
823 | |||
| 824 | self.nplots = nplots |
|
824 | self.nplots = nplots | |
| 825 |
|
825 | |||
| 826 | ncolspan = 1 |
|
826 | ncolspan = 1 | |
| 827 | colspan = 1 |
|
827 | colspan = 1 | |
| 828 |
|
828 | |||
| 829 | self.createFigure(id = id, |
|
829 | self.createFigure(id = id, | |
| 830 | wintitle = wintitle, |
|
830 | wintitle = wintitle, | |
| 831 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
831 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 832 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
832 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 833 | show=show) |
|
833 | show=show) | |
| 834 |
|
834 | |||
| 835 | nrow, ncol = self.getSubplots() |
|
835 | nrow, ncol = self.getSubplots() | |
| 836 |
|
836 | |||
| 837 | counter = 0 |
|
837 | counter = 0 | |
| 838 | for y in range(nrow): |
|
838 | for y in range(nrow): | |
| 839 | for x in range(ncol): |
|
839 | for x in range(ncol): | |
| 840 |
|
840 | |||
| 841 | if counter >= self.nplots: |
|
841 | if counter >= self.nplots: | |
| 842 | break |
|
842 | break | |
| 843 |
|
843 | |||
| 844 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
844 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 845 |
|
845 | |||
| 846 | counter += 1 |
|
846 | counter += 1 | |
| 847 |
|
847 | |||
| 848 | def run(self, dataOut, id, wintitle="", channelList=None, paramIndex = 0, colormap="jet", |
|
848 | def run(self, dataOut, id, wintitle="", channelList=None, paramIndex = 0, colormap="jet", | |
| 849 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, timerange=None, |
|
849 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, timerange=None, | |
| 850 | showSNR=False, SNRthresh = -numpy.inf, SNRmin=None, SNRmax=None, |
|
850 | showSNR=False, SNRthresh = -numpy.inf, SNRmin=None, SNRmax=None, | |
| 851 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
851 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 852 | server=None, folder=None, username=None, password=None, |
|
852 | server=None, folder=None, username=None, password=None, | |
| 853 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, HEIGHT=None): |
|
853 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, HEIGHT=None): | |
| 854 | """ |
|
854 | """ | |
| 855 |
|
855 | |||
| 856 | Input: |
|
856 | Input: | |
| 857 | dataOut : |
|
857 | dataOut : | |
| 858 | id : |
|
858 | id : | |
| 859 | wintitle : |
|
859 | wintitle : | |
| 860 | channelList : |
|
860 | channelList : | |
| 861 | showProfile : |
|
861 | showProfile : | |
| 862 | xmin : None, |
|
862 | xmin : None, | |
| 863 | xmax : None, |
|
863 | xmax : None, | |
| 864 | ymin : None, |
|
864 | ymin : None, | |
| 865 | ymax : None, |
|
865 | ymax : None, | |
| 866 | zmin : None, |
|
866 | zmin : None, | |
| 867 | zmax : None |
|
867 | zmax : None | |
| 868 | """ |
|
868 | """ | |
| 869 |
|
869 | |||
| 870 | if HEIGHT is not None: |
|
870 | if HEIGHT is not None: | |
| 871 | self.HEIGHT = HEIGHT |
|
871 | self.HEIGHT = HEIGHT | |
| 872 |
|
872 | |||
| 873 |
|
873 | |||
| 874 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): |
|
874 | if not isTimeInHourRange(dataOut.datatime, xmin, xmax): | |
| 875 | return |
|
875 | return | |
| 876 |
|
876 | |||
| 877 | if channelList == None: |
|
877 | if channelList == None: | |
| 878 | channelIndexList = range(dataOut.data_param.shape[0]) |
|
878 | channelIndexList = range(dataOut.data_param.shape[0]) | |
| 879 | else: |
|
879 | else: | |
| 880 | channelIndexList = [] |
|
880 | channelIndexList = [] | |
| 881 | for channel in channelList: |
|
881 | for channel in channelList: | |
| 882 | if channel not in dataOut.channelList: |
|
882 | if channel not in dataOut.channelList: | |
| 883 | raise ValueError, "Channel %d is not in dataOut.channelList" |
|
883 | raise ValueError, "Channel %d is not in dataOut.channelList" | |
| 884 | channelIndexList.append(dataOut.channelList.index(channel)) |
|
884 | channelIndexList.append(dataOut.channelList.index(channel)) | |
| 885 |
|
885 | |||
| 886 | x = dataOut.getTimeRange1(dataOut.paramInterval) |
|
886 | x = dataOut.getTimeRange1(dataOut.paramInterval) | |
| 887 | y = dataOut.getHeiRange() |
|
887 | y = dataOut.getHeiRange() | |
| 888 |
|
888 | |||
| 889 | if dataOut.data_param.ndim == 3: |
|
889 | if dataOut.data_param.ndim == 3: | |
| 890 | z = dataOut.data_param[channelIndexList,paramIndex,:] |
|
890 | z = dataOut.data_param[channelIndexList,paramIndex,:] | |
| 891 | else: |
|
891 | else: | |
| 892 | z = dataOut.data_param[channelIndexList,:] |
|
892 | z = dataOut.data_param[channelIndexList,:] | |
| 893 |
|
893 | |||
| 894 | if showSNR: |
|
894 | if showSNR: | |
| 895 | #SNR data |
|
895 | #SNR data | |
| 896 | SNRarray = dataOut.data_SNR[channelIndexList,:] |
|
896 | SNRarray = dataOut.data_SNR[channelIndexList,:] | |
| 897 | SNRdB = 10*numpy.log10(SNRarray) |
|
897 | SNRdB = 10*numpy.log10(SNRarray) | |
| 898 | ind = numpy.where(SNRdB < SNRthresh) |
|
898 | ind = numpy.where(SNRdB < SNRthresh) | |
| 899 | z[ind] = numpy.nan |
|
899 | z[ind] = numpy.nan | |
| 900 |
|
900 | |||
| 901 | thisDatetime = dataOut.datatime |
|
901 | thisDatetime = dataOut.datatime | |
| 902 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
902 | # thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 903 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
903 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 904 | xlabel = "" |
|
904 | xlabel = "" | |
| 905 | ylabel = "Range (Km)" |
|
905 | ylabel = "Range (Km)" | |
| 906 |
|
906 | |||
| 907 | update_figfile = False |
|
907 | update_figfile = False | |
| 908 |
|
908 | |||
| 909 | if not self.isConfig: |
|
909 | if not self.isConfig: | |
| 910 |
|
910 | |||
| 911 | nchan = len(channelIndexList) |
|
911 | nchan = len(channelIndexList) | |
| 912 | self.nchan = nchan |
|
912 | self.nchan = nchan | |
| 913 | self.plotFact = 1 |
|
913 | self.plotFact = 1 | |
| 914 | nplots = nchan |
|
914 | nplots = nchan | |
| 915 |
|
915 | |||
| 916 | if showSNR: |
|
916 | if showSNR: | |
| 917 | nplots = nchan*2 |
|
917 | nplots = nchan*2 | |
| 918 | self.plotFact = 2 |
|
918 | self.plotFact = 2 | |
| 919 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) |
|
919 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) | |
| 920 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) |
|
920 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) | |
| 921 |
|
921 | |||
| 922 | self.setup(id=id, |
|
922 | self.setup(id=id, | |
| 923 | nplots=nplots, |
|
923 | nplots=nplots, | |
| 924 | wintitle=wintitle, |
|
924 | wintitle=wintitle, | |
| 925 | show=show) |
|
925 | show=show) | |
| 926 |
|
926 | |||
| 927 | if timerange != None: |
|
927 | if timerange != None: | |
| 928 | self.timerange = timerange |
|
928 | self.timerange = timerange | |
| 929 |
|
929 | |||
| 930 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
930 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 931 |
|
931 | |||
| 932 | if ymin == None: ymin = numpy.nanmin(y) |
|
932 | if ymin == None: ymin = numpy.nanmin(y) | |
| 933 | if ymax == None: ymax = numpy.nanmax(y) |
|
933 | if ymax == None: ymax = numpy.nanmax(y) | |
| 934 | if zmin == None: zmin = numpy.nanmin(z) |
|
934 | if zmin == None: zmin = numpy.nanmin(z) | |
| 935 | if zmax == None: zmax = numpy.nanmax(z) |
|
935 | if zmax == None: zmax = numpy.nanmax(z) | |
| 936 |
|
936 | |||
| 937 | self.FTP_WEI = ftp_wei |
|
937 | self.FTP_WEI = ftp_wei | |
| 938 | self.EXP_CODE = exp_code |
|
938 | self.EXP_CODE = exp_code | |
| 939 | self.SUB_EXP_CODE = sub_exp_code |
|
939 | self.SUB_EXP_CODE = sub_exp_code | |
| 940 | self.PLOT_POS = plot_pos |
|
940 | self.PLOT_POS = plot_pos | |
| 941 |
|
941 | |||
| 942 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
942 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 943 | self.isConfig = True |
|
943 | self.isConfig = True | |
| 944 | self.figfile = figfile |
|
944 | self.figfile = figfile | |
| 945 | update_figfile = True |
|
945 | update_figfile = True | |
| 946 |
|
946 | |||
| 947 | self.setWinTitle(title) |
|
947 | self.setWinTitle(title) | |
| 948 |
|
948 | |||
| 949 | for i in range(self.nchan): |
|
949 | for i in range(self.nchan): | |
| 950 | index = channelIndexList[i] |
|
950 | index = channelIndexList[i] | |
| 951 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
951 | title = "Channel %d: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 952 | axes = self.axesList[i*self.plotFact] |
|
952 | axes = self.axesList[i*self.plotFact] | |
| 953 | z1 = z[i,:].reshape((1,-1)) |
|
953 | z1 = z[i,:].reshape((1,-1)) | |
| 954 | axes.pcolorbuffer(x, y, z1, |
|
954 | axes.pcolorbuffer(x, y, z1, | |
| 955 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
955 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 956 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
956 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 957 | ticksize=9, cblabel='', cbsize="1%",colormap=colormap) |
|
957 | ticksize=9, cblabel='', cbsize="1%",colormap=colormap) | |
| 958 |
|
958 | |||
| 959 | if showSNR: |
|
959 | if showSNR: | |
| 960 | title = "Channel %d SNR: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
960 | title = "Channel %d SNR: %s" %(dataOut.channelList[index], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 961 | axes = self.axesList[i*self.plotFact + 1] |
|
961 | axes = self.axesList[i*self.plotFact + 1] | |
| 962 | SNRdB1 = SNRdB[i,:].reshape((1,-1)) |
|
962 | SNRdB1 = SNRdB[i,:].reshape((1,-1)) | |
| 963 | axes.pcolorbuffer(x, y, SNRdB1, |
|
963 | axes.pcolorbuffer(x, y, SNRdB1, | |
| 964 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
964 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 965 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
965 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 966 | ticksize=9, cblabel='', cbsize="1%",colormap='jet') |
|
966 | ticksize=9, cblabel='', cbsize="1%",colormap='jet') | |
| 967 |
|
967 | |||
| 968 |
|
968 | |||
| 969 | self.draw() |
|
969 | self.draw() | |
| 970 |
|
970 | |||
| 971 | if dataOut.ltctime >= self.xmax: |
|
971 | if dataOut.ltctime >= self.xmax: | |
| 972 | self.counter_imagwr = wr_period |
|
972 | self.counter_imagwr = wr_period | |
| 973 | self.isConfig = False |
|
973 | self.isConfig = False | |
| 974 | update_figfile = True |
|
974 | update_figfile = True | |
| 975 |
|
975 | |||
| 976 | self.save(figpath=figpath, |
|
976 | self.save(figpath=figpath, | |
| 977 | figfile=figfile, |
|
977 | figfile=figfile, | |
| 978 | save=save, |
|
978 | save=save, | |
| 979 | ftp=ftp, |
|
979 | ftp=ftp, | |
| 980 | wr_period=wr_period, |
|
980 | wr_period=wr_period, | |
| 981 | thisDatetime=thisDatetime, |
|
981 | thisDatetime=thisDatetime, | |
| 982 | update_figfile=update_figfile) |
|
982 | update_figfile=update_figfile) | |
| 983 |
|
983 | |||
| 984 |
|
984 | |||
| 985 |
|
985 | |||
| 986 | class Parameters1Plot(Figure): |
|
986 | class Parameters1Plot(Figure): | |
| 987 |
|
987 | |||
| 988 | __isConfig = None |
|
988 | __isConfig = None | |
| 989 | __nsubplots = None |
|
989 | __nsubplots = None | |
| 990 |
|
990 | |||
| 991 | WIDTHPROF = None |
|
991 | WIDTHPROF = None | |
| 992 | HEIGHTPROF = None |
|
992 | HEIGHTPROF = None | |
| 993 | PREFIX = 'prm' |
|
993 | PREFIX = 'prm' | |
| 994 |
|
994 | |||
| 995 | def __init__(self, **kwargs): |
|
995 | def __init__(self, **kwargs): | |
| 996 | Figure.__init__(self, **kwargs) |
|
996 | Figure.__init__(self, **kwargs) | |
| 997 | self.timerange = 2*60*60 |
|
997 | self.timerange = 2*60*60 | |
| 998 | self.isConfig = False |
|
998 | self.isConfig = False | |
| 999 | self.__nsubplots = 1 |
|
999 | self.__nsubplots = 1 | |
| 1000 |
|
1000 | |||
| 1001 | self.WIDTH = 800 |
|
1001 | self.WIDTH = 800 | |
| 1002 | self.HEIGHT = 180 |
|
1002 | self.HEIGHT = 180 | |
| 1003 | self.WIDTHPROF = 120 |
|
1003 | self.WIDTHPROF = 120 | |
| 1004 | self.HEIGHTPROF = 0 |
|
1004 | self.HEIGHTPROF = 0 | |
| 1005 | self.counter_imagwr = 0 |
|
1005 | self.counter_imagwr = 0 | |
| 1006 |
|
1006 | |||
| 1007 | self.PLOT_CODE = PARMS_CODE |
|
1007 | self.PLOT_CODE = PARMS_CODE | |
| 1008 |
|
1008 | |||
| 1009 | self.FTP_WEI = None |
|
1009 | self.FTP_WEI = None | |
| 1010 | self.EXP_CODE = None |
|
1010 | self.EXP_CODE = None | |
| 1011 | self.SUB_EXP_CODE = None |
|
1011 | self.SUB_EXP_CODE = None | |
| 1012 | self.PLOT_POS = None |
|
1012 | self.PLOT_POS = None | |
| 1013 | self.tmin = None |
|
1013 | self.tmin = None | |
| 1014 | self.tmax = None |
|
1014 | self.tmax = None | |
| 1015 |
|
1015 | |||
| 1016 | self.xmin = None |
|
1016 | self.xmin = None | |
| 1017 | self.xmax = None |
|
1017 | self.xmax = None | |
| 1018 |
|
1018 | |||
| 1019 | self.figfile = None |
|
1019 | self.figfile = None | |
| 1020 |
|
1020 | |||
| 1021 | def getSubplots(self): |
|
1021 | def getSubplots(self): | |
| 1022 |
|
1022 | |||
| 1023 | ncol = 1 |
|
1023 | ncol = 1 | |
| 1024 | nrow = self.nplots |
|
1024 | nrow = self.nplots | |
| 1025 |
|
1025 | |||
| 1026 | return nrow, ncol |
|
1026 | return nrow, ncol | |
| 1027 |
|
1027 | |||
| 1028 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1028 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1029 |
|
1029 | |||
| 1030 | self.__showprofile = showprofile |
|
1030 | self.__showprofile = showprofile | |
| 1031 | self.nplots = nplots |
|
1031 | self.nplots = nplots | |
| 1032 |
|
1032 | |||
| 1033 | ncolspan = 1 |
|
1033 | ncolspan = 1 | |
| 1034 | colspan = 1 |
|
1034 | colspan = 1 | |
| 1035 |
|
1035 | |||
| 1036 | self.createFigure(id = id, |
|
1036 | self.createFigure(id = id, | |
| 1037 | wintitle = wintitle, |
|
1037 | wintitle = wintitle, | |
| 1038 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1038 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1039 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1039 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1040 | show=show) |
|
1040 | show=show) | |
| 1041 |
|
1041 | |||
| 1042 | nrow, ncol = self.getSubplots() |
|
1042 | nrow, ncol = self.getSubplots() | |
| 1043 |
|
1043 | |||
| 1044 | counter = 0 |
|
1044 | counter = 0 | |
| 1045 | for y in range(nrow): |
|
1045 | for y in range(nrow): | |
| 1046 | for x in range(ncol): |
|
1046 | for x in range(ncol): | |
| 1047 |
|
1047 | |||
| 1048 | if counter >= self.nplots: |
|
1048 | if counter >= self.nplots: | |
| 1049 | break |
|
1049 | break | |
| 1050 |
|
1050 | |||
| 1051 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1051 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1052 |
|
1052 | |||
| 1053 | if showprofile: |
|
1053 | if showprofile: | |
| 1054 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
1054 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 1055 |
|
1055 | |||
| 1056 | counter += 1 |
|
1056 | counter += 1 | |
| 1057 |
|
1057 | |||
| 1058 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, |
|
1058 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=False, | |
| 1059 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,timerange=None, |
|
1059 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None,timerange=None, | |
| 1060 | parameterIndex = None, onlyPositive = False, |
|
1060 | parameterIndex = None, onlyPositive = False, | |
| 1061 | SNRthresh = -numpy.inf, SNR = True, SNRmin = None, SNRmax = None, onlySNR = False, |
|
1061 | SNRthresh = -numpy.inf, SNR = True, SNRmin = None, SNRmax = None, onlySNR = False, | |
| 1062 | DOP = True, |
|
1062 | DOP = True, | |
| 1063 | zlabel = "", parameterName = "", parameterObject = "data_param", |
|
1063 | zlabel = "", parameterName = "", parameterObject = "data_param", | |
| 1064 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
1064 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 1065 | server=None, folder=None, username=None, password=None, |
|
1065 | server=None, folder=None, username=None, password=None, | |
| 1066 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1066 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1067 | #print inspect.getargspec(self.run).args |
|
1067 | #print inspect.getargspec(self.run).args | |
| 1068 | """ |
|
1068 | """ | |
| 1069 |
|
1069 | |||
| 1070 | Input: |
|
1070 | Input: | |
| 1071 | dataOut : |
|
1071 | dataOut : | |
| 1072 | id : |
|
1072 | id : | |
| 1073 | wintitle : |
|
1073 | wintitle : | |
| 1074 | channelList : |
|
1074 | channelList : | |
| 1075 | showProfile : |
|
1075 | showProfile : | |
| 1076 | xmin : None, |
|
1076 | xmin : None, | |
| 1077 | xmax : None, |
|
1077 | xmax : None, | |
| 1078 | ymin : None, |
|
1078 | ymin : None, | |
| 1079 | ymax : None, |
|
1079 | ymax : None, | |
| 1080 | zmin : None, |
|
1080 | zmin : None, | |
| 1081 | zmax : None |
|
1081 | zmax : None | |
| 1082 | """ |
|
1082 | """ | |
| 1083 |
|
1083 | |||
| 1084 | data_param = getattr(dataOut, parameterObject) |
|
1084 | data_param = getattr(dataOut, parameterObject) | |
| 1085 |
|
1085 | |||
| 1086 | if channelList == None: |
|
1086 | if channelList == None: | |
| 1087 | channelIndexList = numpy.arange(data_param.shape[0]) |
|
1087 | channelIndexList = numpy.arange(data_param.shape[0]) | |
| 1088 | else: |
|
1088 | else: | |
| 1089 | channelIndexList = numpy.array(channelList) |
|
1089 | channelIndexList = numpy.array(channelList) | |
| 1090 |
|
1090 | |||
| 1091 | nchan = len(channelIndexList) #Number of channels being plotted |
|
1091 | nchan = len(channelIndexList) #Number of channels being plotted | |
| 1092 |
|
1092 | |||
| 1093 | if nchan < 1: |
|
1093 | if nchan < 1: | |
| 1094 | return |
|
1094 | return | |
| 1095 |
|
1095 | |||
| 1096 | nGraphsByChannel = 0 |
|
1096 | nGraphsByChannel = 0 | |
| 1097 |
|
1097 | |||
| 1098 | if SNR: |
|
1098 | if SNR: | |
| 1099 | nGraphsByChannel += 1 |
|
1099 | nGraphsByChannel += 1 | |
| 1100 | if DOP: |
|
1100 | if DOP: | |
| 1101 | nGraphsByChannel += 1 |
|
1101 | nGraphsByChannel += 1 | |
| 1102 |
|
1102 | |||
| 1103 | if nGraphsByChannel < 1: |
|
1103 | if nGraphsByChannel < 1: | |
| 1104 | return |
|
1104 | return | |
| 1105 |
|
1105 | |||
| 1106 | nplots = nGraphsByChannel*nchan |
|
1106 | nplots = nGraphsByChannel*nchan | |
| 1107 |
|
1107 | |||
| 1108 | if timerange is not None: |
|
1108 | if timerange is not None: | |
| 1109 | self.timerange = timerange |
|
1109 | self.timerange = timerange | |
| 1110 |
|
1110 | |||
| 1111 | #tmin = None |
|
1111 | #tmin = None | |
| 1112 | #tmax = None |
|
1112 | #tmax = None | |
| 1113 | if parameterIndex == None: |
|
1113 | if parameterIndex == None: | |
| 1114 | parameterIndex = 1 |
|
1114 | parameterIndex = 1 | |
| 1115 |
|
1115 | |||
| 1116 | x = dataOut.getTimeRange1(dataOut.paramInterval) |
|
1116 | x = dataOut.getTimeRange1(dataOut.paramInterval) | |
| 1117 | y = dataOut.heightList |
|
1117 | y = dataOut.heightList | |
| 1118 | z = data_param[channelIndexList,parameterIndex,:].copy() |
|
|||
| 1119 |
|
1118 | |||
| 1120 | zRange = dataOut.abscissaList |
|
1119 | if dataOut.data_param.ndim == 3: | |
| 1121 | # nChannels = z.shape[0] #Number of wind dimensions estimated |
|
1120 | z = dataOut.data_param[channelIndexList,parameterIndex,:] | |
| 1122 | # thisDatetime = dataOut.datatime |
|
1121 | else: | |
|
|
1122 | z = dataOut.data_param[channelIndexList,:] | |||
| 1123 |
|
1123 | |||
| 1124 | if dataOut.data_SNR is not None: |
|
1124 | if dataOut.data_SNR is not None: | |
| 1125 |
|
|
1125 | if dataOut.data_SNR.ndim == 2: | |
| 1126 | SNRdB = 10*numpy.log10(SNRarray) |
|
1126 | SNRavg = numpy.average(dataOut.data_SNR, axis=0) | |
| 1127 | # SNRavgdB = 10*numpy.log10(SNRavg) |
|
1127 | else: | |
| 1128 | ind = numpy.where(SNRdB < 10**(SNRthresh/10)) |
|
1128 | SNRavg = dataOut.data_SNR | |
| 1129 | z[ind] = numpy.nan |
|
1129 | SNRdB = 10*numpy.log10(SNRavg) | |
| 1130 |
|
1130 | |||
| 1131 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
1131 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 1132 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1132 | title = wintitle + " Parameters Plot" #: %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1133 | xlabel = "" |
|
1133 | xlabel = "" | |
| 1134 | ylabel = "Range (Km)" |
|
1134 | ylabel = "Range (Km)" | |
| 1135 |
|
||||
| 1136 | if (SNR and not onlySNR): nplots = 2*nplots |
|
|||
| 1137 |
|
1135 | |||
| 1138 | if onlyPositive: |
|
1136 | if onlyPositive: | |
| 1139 | colormap = "jet" |
|
1137 | colormap = "jet" | |
| 1140 | zmin = 0 |
|
1138 | zmin = 0 | |
| 1141 | else: colormap = "RdBu_r" |
|
1139 | else: colormap = "RdBu_r" | |
| 1142 |
|
1140 | |||
| 1143 | if not self.isConfig: |
|
1141 | if not self.isConfig: | |
| 1144 |
|
1142 | |||
| 1145 | self.setup(id=id, |
|
1143 | self.setup(id=id, | |
| 1146 | nplots=nplots, |
|
1144 | nplots=nplots, | |
| 1147 | wintitle=wintitle, |
|
1145 | wintitle=wintitle, | |
| 1148 | showprofile=showprofile, |
|
1146 | showprofile=showprofile, | |
| 1149 | show=show) |
|
1147 | show=show) | |
| 1150 |
|
1148 | |||
| 1151 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1149 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1152 |
|
1150 | |||
| 1153 | if ymin == None: ymin = numpy.nanmin(y) |
|
1151 | if ymin == None: ymin = numpy.nanmin(y) | |
| 1154 | if ymax == None: ymax = numpy.nanmax(y) |
|
1152 | if ymax == None: ymax = numpy.nanmax(y) | |
| 1155 |
if zmin == None: zmin = numpy.nanmin(z |
|
1153 | if zmin == None: zmin = numpy.nanmin(z) | |
| 1156 |
if zmax == None: zmax = numpy.nanmax(z |
|
1154 | if zmax == None: zmax = numpy.nanmax(z) | |
| 1157 |
|
1155 | |||
| 1158 | if SNR: |
|
1156 | if SNR: | |
| 1159 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) |
|
1157 | if SNRmin == None: SNRmin = numpy.nanmin(SNRdB) | |
| 1160 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) |
|
1158 | if SNRmax == None: SNRmax = numpy.nanmax(SNRdB) | |
| 1161 |
|
1159 | |||
| 1162 | self.FTP_WEI = ftp_wei |
|
1160 | self.FTP_WEI = ftp_wei | |
| 1163 | self.EXP_CODE = exp_code |
|
1161 | self.EXP_CODE = exp_code | |
| 1164 | self.SUB_EXP_CODE = sub_exp_code |
|
1162 | self.SUB_EXP_CODE = sub_exp_code | |
| 1165 | self.PLOT_POS = plot_pos |
|
1163 | self.PLOT_POS = plot_pos | |
| 1166 |
|
1164 | |||
| 1167 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1165 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1168 | self.isConfig = True |
|
1166 | self.isConfig = True | |
| 1169 | self.figfile = figfile |
|
1167 | self.figfile = figfile | |
| 1170 |
|
1168 | |||
| 1171 | self.setWinTitle(title) |
|
1169 | self.setWinTitle(title) | |
| 1172 |
|
1170 | |||
| 1173 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
1171 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 1174 | x[1] = self.xmax |
|
1172 | x[1] = self.xmax | |
| 1175 |
|
1173 | |||
| 1176 | for i in range(nchan): |
|
1174 | for i in range(nchan): | |
| 1177 |
|
1175 | |||
| 1178 | if (SNR and not onlySNR): j = 2*i |
|
1176 | if (SNR and not onlySNR): j = 2*i | |
| 1179 | else: j = i |
|
1177 | else: j = i | |
| 1180 |
|
1178 | |||
| 1181 | j = nGraphsByChannel*i |
|
1179 | j = nGraphsByChannel*i | |
| 1182 |
|
1180 | |||
| 1183 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
1181 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 1184 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
1182 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 1185 |
|
1183 | |||
| 1186 | if not onlySNR: |
|
1184 | if not onlySNR: | |
| 1187 | axes = self.axesList[j*self.__nsubplots] |
|
1185 | axes = self.axesList[j*self.__nsubplots] | |
| 1188 | z1 = z[i,:].reshape((1,-1)) |
|
1186 | z1 = z[i,:].reshape((1,-1)) | |
| 1189 | axes.pcolorbuffer(x, y, z1, |
|
1187 | axes.pcolorbuffer(x, y, z1, | |
| 1190 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
1188 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 1191 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, |
|
1189 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, | |
| 1192 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
1190 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 1193 |
|
1191 | |||
| 1194 | if DOP: |
|
1192 | if DOP: | |
| 1195 | title = "%s Channel %d: %s" %(parameterName, channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1193 | title = "%s Channel %d: %s" %(parameterName, channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1196 |
|
1194 | |||
| 1197 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
1195 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 1198 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) |
|
1196 | title = title + '_' + 'azimuth,zenith=%2.2f,%2.2f'%(dataOut.azimuth, dataOut.zenith) | |
| 1199 | axes = self.axesList[j] |
|
1197 | axes = self.axesList[j] | |
| 1200 | z1 = z[i,:].reshape((1,-1)) |
|
1198 | z1 = z[i,:].reshape((1,-1)) | |
| 1201 | axes.pcolorbuffer(x, y, z1, |
|
1199 | axes.pcolorbuffer(x, y, z1, | |
| 1202 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, |
|
1200 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zmin, zmax=zmax, | |
| 1203 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, |
|
1201 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap=colormap, | |
| 1204 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
1202 | ticksize=9, cblabel=zlabel, cbsize="1%") | |
| 1205 |
|
1203 | |||
| 1206 |
|
|
1204 | if SNR: | |
| 1207 |
|
|
1205 | title = "Channel %d Signal Noise Ratio (SNR): %s" %(channelIndexList[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1208 |
|
|
1206 | axes = self.axesList[(j)*self.__nsubplots] | |
| 1209 |
|
|
1207 | if not onlySNR: | |
| 1210 |
|
|
1208 | axes = self.axesList[(j + 1)*self.__nsubplots] | |
| 1211 |
|
||||
| 1212 | axes = self.axesList[(j + nGraphsByChannel-1)] |
|
|||
| 1213 |
|
1209 | |||
| 1214 | z1 = SNRdB[i,:].reshape((1,-1)) |
|
1210 | axes = self.axesList[(j + nGraphsByChannel-1)] | |
| 1215 | axes.pcolorbuffer(x, y, z1, |
|
1211 | z1 = SNRdB.reshape((1,-1)) | |
| 1216 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
1212 | axes.pcolorbuffer(x, y, z1, | |
| 1217 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap="jet", |
|
1213 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 1218 | ticksize=9, cblabel=zlabel, cbsize="1%") |
|
1214 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True,colormap="jet", | |
|
|
1215 | ticksize=9, cblabel=zlabel, cbsize="1%") | |||
| 1219 |
|
1216 | |||
| 1220 |
|
1217 | |||
| 1221 |
|
1218 | |||
| 1222 | self.draw() |
|
1219 | self.draw() | |
| 1223 |
|
1220 | |||
| 1224 | if x[1] >= self.axesList[0].xmax: |
|
1221 | if x[1] >= self.axesList[0].xmax: | |
| 1225 | self.counter_imagwr = wr_period |
|
1222 | self.counter_imagwr = wr_period | |
| 1226 | self.isConfig = False |
|
1223 | self.isConfig = False | |
| 1227 | self.figfile = None |
|
1224 | self.figfile = None | |
| 1228 |
|
1225 | |||
| 1229 | self.save(figpath=figpath, |
|
1226 | self.save(figpath=figpath, | |
| 1230 | figfile=figfile, |
|
1227 | figfile=figfile, | |
| 1231 | save=save, |
|
1228 | save=save, | |
| 1232 | ftp=ftp, |
|
1229 | ftp=ftp, | |
| 1233 | wr_period=wr_period, |
|
1230 | wr_period=wr_period, | |
| 1234 | thisDatetime=thisDatetime, |
|
1231 | thisDatetime=thisDatetime, | |
| 1235 | update_figfile=False) |
|
1232 | update_figfile=False) | |
| 1236 |
|
1233 | |||
| 1237 | class SpectralFittingPlot(Figure): |
|
1234 | class SpectralFittingPlot(Figure): | |
| 1238 |
|
1235 | |||
| 1239 | __isConfig = None |
|
1236 | __isConfig = None | |
| 1240 | __nsubplots = None |
|
1237 | __nsubplots = None | |
| 1241 |
|
1238 | |||
| 1242 | WIDTHPROF = None |
|
1239 | WIDTHPROF = None | |
| 1243 | HEIGHTPROF = None |
|
1240 | HEIGHTPROF = None | |
| 1244 | PREFIX = 'prm' |
|
1241 | PREFIX = 'prm' | |
| 1245 |
|
1242 | |||
| 1246 |
|
1243 | |||
| 1247 | N = None |
|
1244 | N = None | |
| 1248 | ippSeconds = None |
|
1245 | ippSeconds = None | |
| 1249 |
|
1246 | |||
| 1250 | def __init__(self, **kwargs): |
|
1247 | def __init__(self, **kwargs): | |
| 1251 | Figure.__init__(self, **kwargs) |
|
1248 | Figure.__init__(self, **kwargs) | |
| 1252 | self.isConfig = False |
|
1249 | self.isConfig = False | |
| 1253 | self.__nsubplots = 1 |
|
1250 | self.__nsubplots = 1 | |
| 1254 |
|
1251 | |||
| 1255 | self.PLOT_CODE = SPECFIT_CODE |
|
1252 | self.PLOT_CODE = SPECFIT_CODE | |
| 1256 |
|
1253 | |||
| 1257 | self.WIDTH = 450 |
|
1254 | self.WIDTH = 450 | |
| 1258 | self.HEIGHT = 250 |
|
1255 | self.HEIGHT = 250 | |
| 1259 | self.WIDTHPROF = 0 |
|
1256 | self.WIDTHPROF = 0 | |
| 1260 | self.HEIGHTPROF = 0 |
|
1257 | self.HEIGHTPROF = 0 | |
| 1261 |
|
1258 | |||
| 1262 | def getSubplots(self): |
|
1259 | def getSubplots(self): | |
| 1263 |
|
1260 | |||
| 1264 | ncol = int(numpy.sqrt(self.nplots)+0.9) |
|
1261 | ncol = int(numpy.sqrt(self.nplots)+0.9) | |
| 1265 | nrow = int(self.nplots*1./ncol + 0.9) |
|
1262 | nrow = int(self.nplots*1./ncol + 0.9) | |
| 1266 |
|
1263 | |||
| 1267 | return nrow, ncol |
|
1264 | return nrow, ncol | |
| 1268 |
|
1265 | |||
| 1269 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): |
|
1266 | def setup(self, id, nplots, wintitle, showprofile=False, show=True): | |
| 1270 |
|
1267 | |||
| 1271 | showprofile = False |
|
1268 | showprofile = False | |
| 1272 | self.__showprofile = showprofile |
|
1269 | self.__showprofile = showprofile | |
| 1273 | self.nplots = nplots |
|
1270 | self.nplots = nplots | |
| 1274 |
|
1271 | |||
| 1275 | ncolspan = 5 |
|
1272 | ncolspan = 5 | |
| 1276 | colspan = 4 |
|
1273 | colspan = 4 | |
| 1277 | if showprofile: |
|
1274 | if showprofile: | |
| 1278 | ncolspan = 5 |
|
1275 | ncolspan = 5 | |
| 1279 | colspan = 4 |
|
1276 | colspan = 4 | |
| 1280 | self.__nsubplots = 2 |
|
1277 | self.__nsubplots = 2 | |
| 1281 |
|
1278 | |||
| 1282 | self.createFigure(id = id, |
|
1279 | self.createFigure(id = id, | |
| 1283 | wintitle = wintitle, |
|
1280 | wintitle = wintitle, | |
| 1284 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1281 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1285 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1282 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1286 | show=show) |
|
1283 | show=show) | |
| 1287 |
|
1284 | |||
| 1288 | nrow, ncol = self.getSubplots() |
|
1285 | nrow, ncol = self.getSubplots() | |
| 1289 |
|
1286 | |||
| 1290 | counter = 0 |
|
1287 | counter = 0 | |
| 1291 | for y in range(nrow): |
|
1288 | for y in range(nrow): | |
| 1292 | for x in range(ncol): |
|
1289 | for x in range(ncol): | |
| 1293 |
|
1290 | |||
| 1294 | if counter >= self.nplots: |
|
1291 | if counter >= self.nplots: | |
| 1295 | break |
|
1292 | break | |
| 1296 |
|
1293 | |||
| 1297 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1294 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1298 |
|
1295 | |||
| 1299 | if showprofile: |
|
1296 | if showprofile: | |
| 1300 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) |
|
1297 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan+colspan, 1, 1) | |
| 1301 |
|
1298 | |||
| 1302 | counter += 1 |
|
1299 | counter += 1 | |
| 1303 |
|
1300 | |||
| 1304 | def run(self, dataOut, id, cutHeight=None, fit=False, wintitle="", channelList=None, showprofile=True, |
|
1301 | def run(self, dataOut, id, cutHeight=None, fit=False, wintitle="", channelList=None, showprofile=True, | |
| 1305 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1302 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1306 | save=False, figpath='./', figfile=None, show=True): |
|
1303 | save=False, figpath='./', figfile=None, show=True): | |
| 1307 |
|
1304 | |||
| 1308 | """ |
|
1305 | """ | |
| 1309 |
|
1306 | |||
| 1310 | Input: |
|
1307 | Input: | |
| 1311 | dataOut : |
|
1308 | dataOut : | |
| 1312 | id : |
|
1309 | id : | |
| 1313 | wintitle : |
|
1310 | wintitle : | |
| 1314 | channelList : |
|
1311 | channelList : | |
| 1315 | showProfile : |
|
1312 | showProfile : | |
| 1316 | xmin : None, |
|
1313 | xmin : None, | |
| 1317 | xmax : None, |
|
1314 | xmax : None, | |
| 1318 | zmin : None, |
|
1315 | zmin : None, | |
| 1319 | zmax : None |
|
1316 | zmax : None | |
| 1320 | """ |
|
1317 | """ | |
| 1321 |
|
1318 | |||
| 1322 | if cutHeight==None: |
|
1319 | if cutHeight==None: | |
| 1323 | h=270 |
|
1320 | h=270 | |
| 1324 | heightindex = numpy.abs(cutHeight - dataOut.heightList).argmin() |
|
1321 | heightindex = numpy.abs(cutHeight - dataOut.heightList).argmin() | |
| 1325 | cutHeight = dataOut.heightList[heightindex] |
|
1322 | cutHeight = dataOut.heightList[heightindex] | |
| 1326 |
|
1323 | |||
| 1327 | factor = dataOut.normFactor |
|
1324 | factor = dataOut.normFactor | |
| 1328 | x = dataOut.abscissaList[:-1] |
|
1325 | x = dataOut.abscissaList[:-1] | |
| 1329 | #y = dataOut.getHeiRange() |
|
1326 | #y = dataOut.getHeiRange() | |
| 1330 |
|
1327 | |||
| 1331 | z = dataOut.data_pre[:,:,heightindex]/factor |
|
1328 | z = dataOut.data_pre[:,:,heightindex]/factor | |
| 1332 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) |
|
1329 | z = numpy.where(numpy.isfinite(z), z, numpy.NAN) | |
| 1333 | avg = numpy.average(z, axis=1) |
|
1330 | avg = numpy.average(z, axis=1) | |
| 1334 | listChannels = z.shape[0] |
|
1331 | listChannels = z.shape[0] | |
| 1335 |
|
1332 | |||
| 1336 | #Reconstruct Function |
|
1333 | #Reconstruct Function | |
| 1337 | if fit==True: |
|
1334 | if fit==True: | |
| 1338 | groupArray = dataOut.groupList |
|
1335 | groupArray = dataOut.groupList | |
| 1339 | listChannels = groupArray.reshape((groupArray.size)) |
|
1336 | listChannels = groupArray.reshape((groupArray.size)) | |
| 1340 | listChannels.sort() |
|
1337 | listChannels.sort() | |
| 1341 | spcFitLine = numpy.zeros(z.shape) |
|
1338 | spcFitLine = numpy.zeros(z.shape) | |
| 1342 | constants = dataOut.constants |
|
1339 | constants = dataOut.constants | |
| 1343 |
|
1340 | |||
| 1344 | nGroups = groupArray.shape[0] |
|
1341 | nGroups = groupArray.shape[0] | |
| 1345 | nChannels = groupArray.shape[1] |
|
1342 | nChannels = groupArray.shape[1] | |
| 1346 | nProfiles = z.shape[1] |
|
1343 | nProfiles = z.shape[1] | |
| 1347 |
|
1344 | |||
| 1348 | for f in range(nGroups): |
|
1345 | for f in range(nGroups): | |
| 1349 | groupChann = groupArray[f,:] |
|
1346 | groupChann = groupArray[f,:] | |
| 1350 | p = dataOut.data_param[f,:,heightindex] |
|
1347 | p = dataOut.data_param[f,:,heightindex] | |
| 1351 | # p = numpy.array([ 89.343967,0.14036615,0.17086219,18.89835291,1.58388365,1.55099167]) |
|
1348 | # p = numpy.array([ 89.343967,0.14036615,0.17086219,18.89835291,1.58388365,1.55099167]) | |
| 1352 | fitLineAux = dataOut.library.modelFunction(p, constants)*nProfiles |
|
1349 | fitLineAux = dataOut.library.modelFunction(p, constants)*nProfiles | |
| 1353 | fitLineAux = fitLineAux.reshape((nChannels,nProfiles)) |
|
1350 | fitLineAux = fitLineAux.reshape((nChannels,nProfiles)) | |
| 1354 | spcFitLine[groupChann,:] = fitLineAux |
|
1351 | spcFitLine[groupChann,:] = fitLineAux | |
| 1355 | # spcFitLine = spcFitLine/factor |
|
1352 | # spcFitLine = spcFitLine/factor | |
| 1356 |
|
1353 | |||
| 1357 | z = z[listChannels,:] |
|
1354 | z = z[listChannels,:] | |
| 1358 | spcFitLine = spcFitLine[listChannels,:] |
|
1355 | spcFitLine = spcFitLine[listChannels,:] | |
| 1359 | spcFitLinedB = 10*numpy.log10(spcFitLine) |
|
1356 | spcFitLinedB = 10*numpy.log10(spcFitLine) | |
| 1360 |
|
1357 | |||
| 1361 | zdB = 10*numpy.log10(z) |
|
1358 | zdB = 10*numpy.log10(z) | |
| 1362 | #thisDatetime = dataOut.datatime |
|
1359 | #thisDatetime = dataOut.datatime | |
| 1363 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) |
|
1360 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.getTimeRange()[0]) | |
| 1364 | title = wintitle + " Doppler Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) |
|
1361 | title = wintitle + " Doppler Spectra: %s" %(thisDatetime.strftime("%d-%b-%Y %H:%M:%S")) | |
| 1365 | xlabel = "Velocity (m/s)" |
|
1362 | xlabel = "Velocity (m/s)" | |
| 1366 | ylabel = "Spectrum" |
|
1363 | ylabel = "Spectrum" | |
| 1367 |
|
1364 | |||
| 1368 | if not self.isConfig: |
|
1365 | if not self.isConfig: | |
| 1369 |
|
1366 | |||
| 1370 | nplots = listChannels.size |
|
1367 | nplots = listChannels.size | |
| 1371 |
|
1368 | |||
| 1372 | self.setup(id=id, |
|
1369 | self.setup(id=id, | |
| 1373 | nplots=nplots, |
|
1370 | nplots=nplots, | |
| 1374 | wintitle=wintitle, |
|
1371 | wintitle=wintitle, | |
| 1375 | showprofile=showprofile, |
|
1372 | showprofile=showprofile, | |
| 1376 | show=show) |
|
1373 | show=show) | |
| 1377 |
|
1374 | |||
| 1378 | if xmin == None: xmin = numpy.nanmin(x) |
|
1375 | if xmin == None: xmin = numpy.nanmin(x) | |
| 1379 | if xmax == None: xmax = numpy.nanmax(x) |
|
1376 | if xmax == None: xmax = numpy.nanmax(x) | |
| 1380 | if ymin == None: ymin = numpy.nanmin(zdB) |
|
1377 | if ymin == None: ymin = numpy.nanmin(zdB) | |
| 1381 | if ymax == None: ymax = numpy.nanmax(zdB)+2 |
|
1378 | if ymax == None: ymax = numpy.nanmax(zdB)+2 | |
| 1382 |
|
1379 | |||
| 1383 | self.isConfig = True |
|
1380 | self.isConfig = True | |
| 1384 |
|
1381 | |||
| 1385 | self.setWinTitle(title) |
|
1382 | self.setWinTitle(title) | |
| 1386 | for i in range(self.nplots): |
|
1383 | for i in range(self.nplots): | |
| 1387 | # title = "Channel %d: %4.2fdB" %(dataOut.channelList[i]+1, noisedB[i]) |
|
1384 | # title = "Channel %d: %4.2fdB" %(dataOut.channelList[i]+1, noisedB[i]) | |
| 1388 | title = "Height %4.1f km\nChannel %d:" %(cutHeight, listChannels[i]) |
|
1385 | title = "Height %4.1f km\nChannel %d:" %(cutHeight, listChannels[i]) | |
| 1389 | axes = self.axesList[i*self.__nsubplots] |
|
1386 | axes = self.axesList[i*self.__nsubplots] | |
| 1390 | if fit == False: |
|
1387 | if fit == False: | |
| 1391 | axes.pline(x, zdB[i,:], |
|
1388 | axes.pline(x, zdB[i,:], | |
| 1392 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
1389 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 1393 | xlabel=xlabel, ylabel=ylabel, title=title |
|
1390 | xlabel=xlabel, ylabel=ylabel, title=title | |
| 1394 | ) |
|
1391 | ) | |
| 1395 | if fit == True: |
|
1392 | if fit == True: | |
| 1396 | fitline=spcFitLinedB[i,:] |
|
1393 | fitline=spcFitLinedB[i,:] | |
| 1397 | y=numpy.vstack([zdB[i,:],fitline] ) |
|
1394 | y=numpy.vstack([zdB[i,:],fitline] ) | |
| 1398 | legendlabels=['Data','Fitting'] |
|
1395 | legendlabels=['Data','Fitting'] | |
| 1399 | axes.pmultilineyaxis(x, y, |
|
1396 | axes.pmultilineyaxis(x, y, | |
| 1400 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, |
|
1397 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, | |
| 1401 | xlabel=xlabel, ylabel=ylabel, title=title, |
|
1398 | xlabel=xlabel, ylabel=ylabel, title=title, | |
| 1402 | legendlabels=legendlabels, marker=None, |
|
1399 | legendlabels=legendlabels, marker=None, | |
| 1403 | linestyle='solid', grid='both') |
|
1400 | linestyle='solid', grid='both') | |
| 1404 |
|
1401 | |||
| 1405 | self.draw() |
|
1402 | self.draw() | |
| 1406 |
|
1403 | |||
| 1407 | self.save(figpath=figpath, |
|
1404 | self.save(figpath=figpath, | |
| 1408 | figfile=figfile, |
|
1405 | figfile=figfile, | |
| 1409 | save=save, |
|
1406 | save=save, | |
| 1410 | ftp=ftp, |
|
1407 | ftp=ftp, | |
| 1411 | wr_period=wr_period, |
|
1408 | wr_period=wr_period, | |
| 1412 | thisDatetime=thisDatetime) |
|
1409 | thisDatetime=thisDatetime) | |
| 1413 |
|
1410 | |||
| 1414 |
|
1411 | |||
| 1415 | class EWDriftsPlot(Figure): |
|
1412 | class EWDriftsPlot(Figure): | |
| 1416 |
|
1413 | |||
| 1417 | __isConfig = None |
|
1414 | __isConfig = None | |
| 1418 | __nsubplots = None |
|
1415 | __nsubplots = None | |
| 1419 |
|
1416 | |||
| 1420 | WIDTHPROF = None |
|
1417 | WIDTHPROF = None | |
| 1421 | HEIGHTPROF = None |
|
1418 | HEIGHTPROF = None | |
| 1422 | PREFIX = 'drift' |
|
1419 | PREFIX = 'drift' | |
| 1423 |
|
1420 | |||
| 1424 | def __init__(self, **kwargs): |
|
1421 | def __init__(self, **kwargs): | |
| 1425 | Figure.__init__(self, **kwargs) |
|
1422 | Figure.__init__(self, **kwargs) | |
| 1426 | self.timerange = 2*60*60 |
|
1423 | self.timerange = 2*60*60 | |
| 1427 | self.isConfig = False |
|
1424 | self.isConfig = False | |
| 1428 | self.__nsubplots = 1 |
|
1425 | self.__nsubplots = 1 | |
| 1429 |
|
1426 | |||
| 1430 | self.WIDTH = 800 |
|
1427 | self.WIDTH = 800 | |
| 1431 | self.HEIGHT = 150 |
|
1428 | self.HEIGHT = 150 | |
| 1432 | self.WIDTHPROF = 120 |
|
1429 | self.WIDTHPROF = 120 | |
| 1433 | self.HEIGHTPROF = 0 |
|
1430 | self.HEIGHTPROF = 0 | |
| 1434 | self.counter_imagwr = 0 |
|
1431 | self.counter_imagwr = 0 | |
| 1435 |
|
1432 | |||
| 1436 | self.PLOT_CODE = EWDRIFT_CODE |
|
1433 | self.PLOT_CODE = EWDRIFT_CODE | |
| 1437 |
|
1434 | |||
| 1438 | self.FTP_WEI = None |
|
1435 | self.FTP_WEI = None | |
| 1439 | self.EXP_CODE = None |
|
1436 | self.EXP_CODE = None | |
| 1440 | self.SUB_EXP_CODE = None |
|
1437 | self.SUB_EXP_CODE = None | |
| 1441 | self.PLOT_POS = None |
|
1438 | self.PLOT_POS = None | |
| 1442 | self.tmin = None |
|
1439 | self.tmin = None | |
| 1443 | self.tmax = None |
|
1440 | self.tmax = None | |
| 1444 |
|
1441 | |||
| 1445 | self.xmin = None |
|
1442 | self.xmin = None | |
| 1446 | self.xmax = None |
|
1443 | self.xmax = None | |
| 1447 |
|
1444 | |||
| 1448 | self.figfile = None |
|
1445 | self.figfile = None | |
| 1449 |
|
1446 | |||
| 1450 | def getSubplots(self): |
|
1447 | def getSubplots(self): | |
| 1451 |
|
1448 | |||
| 1452 | ncol = 1 |
|
1449 | ncol = 1 | |
| 1453 | nrow = self.nplots |
|
1450 | nrow = self.nplots | |
| 1454 |
|
1451 | |||
| 1455 | return nrow, ncol |
|
1452 | return nrow, ncol | |
| 1456 |
|
1453 | |||
| 1457 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1454 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1458 |
|
1455 | |||
| 1459 | self.__showprofile = showprofile |
|
1456 | self.__showprofile = showprofile | |
| 1460 | self.nplots = nplots |
|
1457 | self.nplots = nplots | |
| 1461 |
|
1458 | |||
| 1462 | ncolspan = 1 |
|
1459 | ncolspan = 1 | |
| 1463 | colspan = 1 |
|
1460 | colspan = 1 | |
| 1464 |
|
1461 | |||
| 1465 | self.createFigure(id = id, |
|
1462 | self.createFigure(id = id, | |
| 1466 | wintitle = wintitle, |
|
1463 | wintitle = wintitle, | |
| 1467 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1464 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1468 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1465 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1469 | show=show) |
|
1466 | show=show) | |
| 1470 |
|
1467 | |||
| 1471 | nrow, ncol = self.getSubplots() |
|
1468 | nrow, ncol = self.getSubplots() | |
| 1472 |
|
1469 | |||
| 1473 | counter = 0 |
|
1470 | counter = 0 | |
| 1474 | for y in range(nrow): |
|
1471 | for y in range(nrow): | |
| 1475 | if counter >= self.nplots: |
|
1472 | if counter >= self.nplots: | |
| 1476 | break |
|
1473 | break | |
| 1477 |
|
1474 | |||
| 1478 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) |
|
1475 | self.addAxes(nrow, ncol*ncolspan, y, 0, colspan, 1) | |
| 1479 | counter += 1 |
|
1476 | counter += 1 | |
| 1480 |
|
1477 | |||
| 1481 | def run(self, dataOut, id, wintitle="", channelList=None, |
|
1478 | def run(self, dataOut, id, wintitle="", channelList=None, | |
| 1482 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, |
|
1479 | xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None, | |
| 1483 | zmaxVertical = None, zminVertical = None, zmaxZonal = None, zminZonal = None, |
|
1480 | zmaxVertical = None, zminVertical = None, zmaxZonal = None, zminZonal = None, | |
| 1484 | timerange=None, SNRthresh = -numpy.inf, SNRmin = None, SNRmax = None, SNR_1 = False, |
|
1481 | timerange=None, SNRthresh = -numpy.inf, SNRmin = None, SNRmax = None, SNR_1 = False, | |
| 1485 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, |
|
1482 | save=False, figpath='./', lastone=0,figfile=None, ftp=False, wr_period=1, show=True, | |
| 1486 | server=None, folder=None, username=None, password=None, |
|
1483 | server=None, folder=None, username=None, password=None, | |
| 1487 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1484 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1488 | """ |
|
1485 | """ | |
| 1489 |
|
1486 | |||
| 1490 | Input: |
|
1487 | Input: | |
| 1491 | dataOut : |
|
1488 | dataOut : | |
| 1492 | id : |
|
1489 | id : | |
| 1493 | wintitle : |
|
1490 | wintitle : | |
| 1494 | channelList : |
|
1491 | channelList : | |
| 1495 | showProfile : |
|
1492 | showProfile : | |
| 1496 | xmin : None, |
|
1493 | xmin : None, | |
| 1497 | xmax : None, |
|
1494 | xmax : None, | |
| 1498 | ymin : None, |
|
1495 | ymin : None, | |
| 1499 | ymax : None, |
|
1496 | ymax : None, | |
| 1500 | zmin : None, |
|
1497 | zmin : None, | |
| 1501 | zmax : None |
|
1498 | zmax : None | |
| 1502 | """ |
|
1499 | """ | |
| 1503 |
|
1500 | |||
| 1504 | if timerange is not None: |
|
1501 | if timerange is not None: | |
| 1505 | self.timerange = timerange |
|
1502 | self.timerange = timerange | |
| 1506 |
|
1503 | |||
| 1507 | tmin = None |
|
1504 | tmin = None | |
| 1508 | tmax = None |
|
1505 | tmax = None | |
| 1509 |
|
1506 | |||
| 1510 | x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
1507 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 1511 | # y = dataOut.heightList |
|
1508 | # y = dataOut.heightList | |
| 1512 | y = dataOut.heightList |
|
1509 | y = dataOut.heightList | |
| 1513 |
|
1510 | |||
| 1514 | z = dataOut.data_output |
|
1511 | z = dataOut.data_output | |
| 1515 | nplots = z.shape[0] #Number of wind dimensions estimated |
|
1512 | nplots = z.shape[0] #Number of wind dimensions estimated | |
| 1516 | nplotsw = nplots |
|
1513 | nplotsw = nplots | |
| 1517 |
|
1514 | |||
| 1518 | #If there is a SNR function defined |
|
1515 | #If there is a SNR function defined | |
| 1519 | if dataOut.data_SNR is not None: |
|
1516 | if dataOut.data_SNR is not None: | |
| 1520 | nplots += 1 |
|
1517 | nplots += 1 | |
| 1521 | SNR = dataOut.data_SNR |
|
1518 | SNR = dataOut.data_SNR | |
| 1522 |
|
1519 | |||
| 1523 | if SNR_1: |
|
1520 | if SNR_1: | |
| 1524 | SNR += 1 |
|
1521 | SNR += 1 | |
| 1525 |
|
1522 | |||
| 1526 | SNRavg = numpy.average(SNR, axis=0) |
|
1523 | SNRavg = numpy.average(SNR, axis=0) | |
| 1527 |
|
1524 | |||
| 1528 | SNRdB = 10*numpy.log10(SNR) |
|
1525 | SNRdB = 10*numpy.log10(SNR) | |
| 1529 | SNRavgdB = 10*numpy.log10(SNRavg) |
|
1526 | SNRavgdB = 10*numpy.log10(SNRavg) | |
| 1530 |
|
1527 | |||
| 1531 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] |
|
1528 | ind = numpy.where(SNRavg < 10**(SNRthresh/10))[0] | |
| 1532 |
|
1529 | |||
| 1533 | for i in range(nplotsw): |
|
1530 | for i in range(nplotsw): | |
| 1534 | z[i,ind] = numpy.nan |
|
1531 | z[i,ind] = numpy.nan | |
| 1535 |
|
1532 | |||
| 1536 |
|
1533 | |||
| 1537 | showprofile = False |
|
1534 | showprofile = False | |
| 1538 | # thisDatetime = dataOut.datatime |
|
1535 | # thisDatetime = dataOut.datatime | |
| 1539 | thisDatetime = datetime.datetime.utcfromtimestamp(x[1]) |
|
1536 | thisDatetime = datetime.datetime.utcfromtimestamp(x[1]) | |
| 1540 | title = wintitle + " EW Drifts" |
|
1537 | title = wintitle + " EW Drifts" | |
| 1541 | xlabel = "" |
|
1538 | xlabel = "" | |
| 1542 | ylabel = "Height (Km)" |
|
1539 | ylabel = "Height (Km)" | |
| 1543 |
|
1540 | |||
| 1544 | if not self.isConfig: |
|
1541 | if not self.isConfig: | |
| 1545 |
|
1542 | |||
| 1546 | self.setup(id=id, |
|
1543 | self.setup(id=id, | |
| 1547 | nplots=nplots, |
|
1544 | nplots=nplots, | |
| 1548 | wintitle=wintitle, |
|
1545 | wintitle=wintitle, | |
| 1549 | showprofile=showprofile, |
|
1546 | showprofile=showprofile, | |
| 1550 | show=show) |
|
1547 | show=show) | |
| 1551 |
|
1548 | |||
| 1552 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1549 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1553 |
|
1550 | |||
| 1554 | if ymin == None: ymin = numpy.nanmin(y) |
|
1551 | if ymin == None: ymin = numpy.nanmin(y) | |
| 1555 | if ymax == None: ymax = numpy.nanmax(y) |
|
1552 | if ymax == None: ymax = numpy.nanmax(y) | |
| 1556 |
|
1553 | |||
| 1557 | if zmaxZonal == None: zmaxZonal = numpy.nanmax(abs(z[0,:])) |
|
1554 | if zmaxZonal == None: zmaxZonal = numpy.nanmax(abs(z[0,:])) | |
| 1558 | if zminZonal == None: zminZonal = -zmaxZonal |
|
1555 | if zminZonal == None: zminZonal = -zmaxZonal | |
| 1559 | if zmaxVertical == None: zmaxVertical = numpy.nanmax(abs(z[1,:])) |
|
1556 | if zmaxVertical == None: zmaxVertical = numpy.nanmax(abs(z[1,:])) | |
| 1560 | if zminVertical == None: zminVertical = -zmaxVertical |
|
1557 | if zminVertical == None: zminVertical = -zmaxVertical | |
| 1561 |
|
1558 | |||
| 1562 | if dataOut.data_SNR is not None: |
|
1559 | if dataOut.data_SNR is not None: | |
| 1563 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) |
|
1560 | if SNRmin == None: SNRmin = numpy.nanmin(SNRavgdB) | |
| 1564 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) |
|
1561 | if SNRmax == None: SNRmax = numpy.nanmax(SNRavgdB) | |
| 1565 |
|
1562 | |||
| 1566 | self.FTP_WEI = ftp_wei |
|
1563 | self.FTP_WEI = ftp_wei | |
| 1567 | self.EXP_CODE = exp_code |
|
1564 | self.EXP_CODE = exp_code | |
| 1568 | self.SUB_EXP_CODE = sub_exp_code |
|
1565 | self.SUB_EXP_CODE = sub_exp_code | |
| 1569 | self.PLOT_POS = plot_pos |
|
1566 | self.PLOT_POS = plot_pos | |
| 1570 |
|
1567 | |||
| 1571 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1568 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1572 | self.isConfig = True |
|
1569 | self.isConfig = True | |
| 1573 |
|
1570 | |||
| 1574 |
|
1571 | |||
| 1575 | self.setWinTitle(title) |
|
1572 | self.setWinTitle(title) | |
| 1576 |
|
1573 | |||
| 1577 | if ((self.xmax - x[1]) < (x[1]-x[0])): |
|
1574 | if ((self.xmax - x[1]) < (x[1]-x[0])): | |
| 1578 | x[1] = self.xmax |
|
1575 | x[1] = self.xmax | |
| 1579 |
|
1576 | |||
| 1580 | strWind = ['Zonal','Vertical'] |
|
1577 | strWind = ['Zonal','Vertical'] | |
| 1581 | strCb = 'Velocity (m/s)' |
|
1578 | strCb = 'Velocity (m/s)' | |
| 1582 | zmaxVector = [zmaxZonal, zmaxVertical] |
|
1579 | zmaxVector = [zmaxZonal, zmaxVertical] | |
| 1583 | zminVector = [zminZonal, zminVertical] |
|
1580 | zminVector = [zminZonal, zminVertical] | |
| 1584 |
|
1581 | |||
| 1585 | for i in range(nplotsw): |
|
1582 | for i in range(nplotsw): | |
| 1586 |
|
1583 | |||
| 1587 | title = "%s Drifts: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1584 | title = "%s Drifts: %s" %(strWind[i], thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1588 | axes = self.axesList[i*self.__nsubplots] |
|
1585 | axes = self.axesList[i*self.__nsubplots] | |
| 1589 |
|
1586 | |||
| 1590 | z1 = z[i,:].reshape((1,-1)) |
|
1587 | z1 = z[i,:].reshape((1,-1)) | |
| 1591 |
|
1588 | |||
| 1592 | axes.pcolorbuffer(x, y, z1, |
|
1589 | axes.pcolorbuffer(x, y, z1, | |
| 1593 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], |
|
1590 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=zminVector[i], zmax=zmaxVector[i], | |
| 1594 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
1591 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 1595 | ticksize=9, cblabel=strCb, cbsize="1%", colormap="RdBu_r") |
|
1592 | ticksize=9, cblabel=strCb, cbsize="1%", colormap="RdBu_r") | |
| 1596 |
|
1593 | |||
| 1597 | if dataOut.data_SNR is not None: |
|
1594 | if dataOut.data_SNR is not None: | |
| 1598 | i += 1 |
|
1595 | i += 1 | |
| 1599 | if SNR_1: |
|
1596 | if SNR_1: | |
| 1600 | title = "Signal Noise Ratio + 1 (SNR+1): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1597 | title = "Signal Noise Ratio + 1 (SNR+1): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1601 | else: |
|
1598 | else: | |
| 1602 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1599 | title = "Signal Noise Ratio (SNR): %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1603 | axes = self.axesList[i*self.__nsubplots] |
|
1600 | axes = self.axesList[i*self.__nsubplots] | |
| 1604 | SNRavgdB = SNRavgdB.reshape((1,-1)) |
|
1601 | SNRavgdB = SNRavgdB.reshape((1,-1)) | |
| 1605 |
|
1602 | |||
| 1606 | axes.pcolorbuffer(x, y, SNRavgdB, |
|
1603 | axes.pcolorbuffer(x, y, SNRavgdB, | |
| 1607 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, |
|
1604 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, zmin=SNRmin, zmax=SNRmax, | |
| 1608 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, |
|
1605 | xlabel=xlabel, ylabel=ylabel, title=title, rti=True, XAxisAsTime=True, | |
| 1609 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") |
|
1606 | ticksize=9, cblabel='', cbsize="1%", colormap="jet") | |
| 1610 |
|
1607 | |||
| 1611 | self.draw() |
|
1608 | self.draw() | |
| 1612 |
|
1609 | |||
| 1613 | if x[1] >= self.axesList[0].xmax: |
|
1610 | if x[1] >= self.axesList[0].xmax: | |
| 1614 | self.counter_imagwr = wr_period |
|
1611 | self.counter_imagwr = wr_period | |
| 1615 | self.isConfig = False |
|
1612 | self.isConfig = False | |
| 1616 | self.figfile = None |
|
1613 | self.figfile = None | |
| 1617 |
|
1614 | |||
| 1618 |
|
1615 | |||
| 1619 |
|
1616 | |||
| 1620 |
|
1617 | |||
| 1621 | class PhasePlot(Figure): |
|
1618 | class PhasePlot(Figure): | |
| 1622 |
|
1619 | |||
| 1623 | __isConfig = None |
|
1620 | __isConfig = None | |
| 1624 | __nsubplots = None |
|
1621 | __nsubplots = None | |
| 1625 |
|
1622 | |||
| 1626 | PREFIX = 'mphase' |
|
1623 | PREFIX = 'mphase' | |
| 1627 |
|
1624 | |||
| 1628 |
|
1625 | |||
| 1629 | def __init__(self, **kwargs): |
|
1626 | def __init__(self, **kwargs): | |
| 1630 | Figure.__init__(self, **kwargs) |
|
1627 | Figure.__init__(self, **kwargs) | |
| 1631 | self.timerange = 24*60*60 |
|
1628 | self.timerange = 24*60*60 | |
| 1632 | self.isConfig = False |
|
1629 | self.isConfig = False | |
| 1633 | self.__nsubplots = 1 |
|
1630 | self.__nsubplots = 1 | |
| 1634 | self.counter_imagwr = 0 |
|
1631 | self.counter_imagwr = 0 | |
| 1635 | self.WIDTH = 600 |
|
1632 | self.WIDTH = 600 | |
| 1636 | self.HEIGHT = 300 |
|
1633 | self.HEIGHT = 300 | |
| 1637 | self.WIDTHPROF = 120 |
|
1634 | self.WIDTHPROF = 120 | |
| 1638 | self.HEIGHTPROF = 0 |
|
1635 | self.HEIGHTPROF = 0 | |
| 1639 | self.xdata = None |
|
1636 | self.xdata = None | |
| 1640 | self.ydata = None |
|
1637 | self.ydata = None | |
| 1641 |
|
1638 | |||
| 1642 | self.PLOT_CODE = MPHASE_CODE |
|
1639 | self.PLOT_CODE = MPHASE_CODE | |
| 1643 |
|
1640 | |||
| 1644 | self.FTP_WEI = None |
|
1641 | self.FTP_WEI = None | |
| 1645 | self.EXP_CODE = None |
|
1642 | self.EXP_CODE = None | |
| 1646 | self.SUB_EXP_CODE = None |
|
1643 | self.SUB_EXP_CODE = None | |
| 1647 | self.PLOT_POS = None |
|
1644 | self.PLOT_POS = None | |
| 1648 |
|
1645 | |||
| 1649 |
|
1646 | |||
| 1650 | self.filename_phase = None |
|
1647 | self.filename_phase = None | |
| 1651 |
|
1648 | |||
| 1652 | self.figfile = None |
|
1649 | self.figfile = None | |
| 1653 |
|
1650 | |||
| 1654 | def getSubplots(self): |
|
1651 | def getSubplots(self): | |
| 1655 |
|
1652 | |||
| 1656 | ncol = 1 |
|
1653 | ncol = 1 | |
| 1657 | nrow = 1 |
|
1654 | nrow = 1 | |
| 1658 |
|
1655 | |||
| 1659 | return nrow, ncol |
|
1656 | return nrow, ncol | |
| 1660 |
|
1657 | |||
| 1661 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): |
|
1658 | def setup(self, id, nplots, wintitle, showprofile=True, show=True): | |
| 1662 |
|
1659 | |||
| 1663 | self.__showprofile = showprofile |
|
1660 | self.__showprofile = showprofile | |
| 1664 | self.nplots = nplots |
|
1661 | self.nplots = nplots | |
| 1665 |
|
1662 | |||
| 1666 | ncolspan = 7 |
|
1663 | ncolspan = 7 | |
| 1667 | colspan = 6 |
|
1664 | colspan = 6 | |
| 1668 | self.__nsubplots = 2 |
|
1665 | self.__nsubplots = 2 | |
| 1669 |
|
1666 | |||
| 1670 | self.createFigure(id = id, |
|
1667 | self.createFigure(id = id, | |
| 1671 | wintitle = wintitle, |
|
1668 | wintitle = wintitle, | |
| 1672 | widthplot = self.WIDTH+self.WIDTHPROF, |
|
1669 | widthplot = self.WIDTH+self.WIDTHPROF, | |
| 1673 | heightplot = self.HEIGHT+self.HEIGHTPROF, |
|
1670 | heightplot = self.HEIGHT+self.HEIGHTPROF, | |
| 1674 | show=show) |
|
1671 | show=show) | |
| 1675 |
|
1672 | |||
| 1676 | nrow, ncol = self.getSubplots() |
|
1673 | nrow, ncol = self.getSubplots() | |
| 1677 |
|
1674 | |||
| 1678 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) |
|
1675 | self.addAxes(nrow, ncol*ncolspan, 0, 0, colspan, 1) | |
| 1679 |
|
1676 | |||
| 1680 |
|
1677 | |||
| 1681 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', |
|
1678 | def run(self, dataOut, id, wintitle="", pairsList=None, showprofile='True', | |
| 1682 | xmin=None, xmax=None, ymin=None, ymax=None, |
|
1679 | xmin=None, xmax=None, ymin=None, ymax=None, | |
| 1683 | timerange=None, |
|
1680 | timerange=None, | |
| 1684 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1681 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1685 | server=None, folder=None, username=None, password=None, |
|
1682 | server=None, folder=None, username=None, password=None, | |
| 1686 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): |
|
1683 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0): | |
| 1687 |
|
1684 | |||
| 1688 |
|
1685 | |||
| 1689 | tmin = None |
|
1686 | tmin = None | |
| 1690 | tmax = None |
|
1687 | tmax = None | |
| 1691 | x = dataOut.getTimeRange1(dataOut.outputInterval) |
|
1688 | x = dataOut.getTimeRange1(dataOut.outputInterval) | |
| 1692 | y = dataOut.getHeiRange() |
|
1689 | y = dataOut.getHeiRange() | |
| 1693 |
|
1690 | |||
| 1694 |
|
1691 | |||
| 1695 | #thisDatetime = dataOut.datatime |
|
1692 | #thisDatetime = dataOut.datatime | |
| 1696 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
1693 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1697 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) |
|
1694 | title = wintitle + " Phase of Beacon Signal" # : %s" %(thisDatetime.strftime("%d-%b-%Y")) | |
| 1698 | xlabel = "Local Time" |
|
1695 | xlabel = "Local Time" | |
| 1699 | ylabel = "Phase" |
|
1696 | ylabel = "Phase" | |
| 1700 |
|
1697 | |||
| 1701 |
|
1698 | |||
| 1702 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) |
|
1699 | #phase = numpy.zeros((len(pairsIndexList),len(dataOut.beacon_heiIndexList))) | |
| 1703 | phase_beacon = dataOut.data_output |
|
1700 | phase_beacon = dataOut.data_output | |
| 1704 | update_figfile = False |
|
1701 | update_figfile = False | |
| 1705 |
|
1702 | |||
| 1706 | if not self.isConfig: |
|
1703 | if not self.isConfig: | |
| 1707 |
|
1704 | |||
| 1708 | self.nplots = phase_beacon.size |
|
1705 | self.nplots = phase_beacon.size | |
| 1709 |
|
1706 | |||
| 1710 | self.setup(id=id, |
|
1707 | self.setup(id=id, | |
| 1711 | nplots=self.nplots, |
|
1708 | nplots=self.nplots, | |
| 1712 | wintitle=wintitle, |
|
1709 | wintitle=wintitle, | |
| 1713 | showprofile=showprofile, |
|
1710 | showprofile=showprofile, | |
| 1714 | show=show) |
|
1711 | show=show) | |
| 1715 |
|
1712 | |||
| 1716 | if timerange is not None: |
|
1713 | if timerange is not None: | |
| 1717 | self.timerange = timerange |
|
1714 | self.timerange = timerange | |
| 1718 |
|
1715 | |||
| 1719 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) |
|
1716 | self.xmin, self.xmax = self.getTimeLim(x, xmin, xmax, timerange) | |
| 1720 |
|
1717 | |||
| 1721 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 |
|
1718 | if ymin == None: ymin = numpy.nanmin(phase_beacon) - 10.0 | |
| 1722 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 |
|
1719 | if ymax == None: ymax = numpy.nanmax(phase_beacon) + 10.0 | |
| 1723 |
|
1720 | |||
| 1724 | self.FTP_WEI = ftp_wei |
|
1721 | self.FTP_WEI = ftp_wei | |
| 1725 | self.EXP_CODE = exp_code |
|
1722 | self.EXP_CODE = exp_code | |
| 1726 | self.SUB_EXP_CODE = sub_exp_code |
|
1723 | self.SUB_EXP_CODE = sub_exp_code | |
| 1727 | self.PLOT_POS = plot_pos |
|
1724 | self.PLOT_POS = plot_pos | |
| 1728 |
|
1725 | |||
| 1729 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1726 | self.name = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1730 | self.isConfig = True |
|
1727 | self.isConfig = True | |
| 1731 | self.figfile = figfile |
|
1728 | self.figfile = figfile | |
| 1732 | self.xdata = numpy.array([]) |
|
1729 | self.xdata = numpy.array([]) | |
| 1733 | self.ydata = numpy.array([]) |
|
1730 | self.ydata = numpy.array([]) | |
| 1734 |
|
1731 | |||
| 1735 | #open file beacon phase |
|
1732 | #open file beacon phase | |
| 1736 | path = '%s%03d' %(self.PREFIX, self.id) |
|
1733 | path = '%s%03d' %(self.PREFIX, self.id) | |
| 1737 | beacon_file = os.path.join(path,'%s.txt'%self.name) |
|
1734 | beacon_file = os.path.join(path,'%s.txt'%self.name) | |
| 1738 | self.filename_phase = os.path.join(figpath,beacon_file) |
|
1735 | self.filename_phase = os.path.join(figpath,beacon_file) | |
| 1739 | update_figfile = True |
|
1736 | update_figfile = True | |
| 1740 |
|
1737 | |||
| 1741 |
|
1738 | |||
| 1742 | #store data beacon phase |
|
1739 | #store data beacon phase | |
| 1743 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) |
|
1740 | #self.save_data(self.filename_phase, phase_beacon, thisDatetime) | |
| 1744 |
|
1741 | |||
| 1745 | self.setWinTitle(title) |
|
1742 | self.setWinTitle(title) | |
| 1746 |
|
1743 | |||
| 1747 |
|
1744 | |||
| 1748 | title = "Phase Offset %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) |
|
1745 | title = "Phase Offset %s" %(thisDatetime.strftime("%Y/%m/%d %H:%M:%S")) | |
| 1749 |
|
1746 | |||
| 1750 | legendlabels = ["phase %d"%(chan) for chan in numpy.arange(self.nplots)] |
|
1747 | legendlabels = ["phase %d"%(chan) for chan in numpy.arange(self.nplots)] | |
| 1751 |
|
1748 | |||
| 1752 | axes = self.axesList[0] |
|
1749 | axes = self.axesList[0] | |
| 1753 |
|
1750 | |||
| 1754 | self.xdata = numpy.hstack((self.xdata, x[0:1])) |
|
1751 | self.xdata = numpy.hstack((self.xdata, x[0:1])) | |
| 1755 |
|
1752 | |||
| 1756 | if len(self.ydata)==0: |
|
1753 | if len(self.ydata)==0: | |
| 1757 | self.ydata = phase_beacon.reshape(-1,1) |
|
1754 | self.ydata = phase_beacon.reshape(-1,1) | |
| 1758 | else: |
|
1755 | else: | |
| 1759 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) |
|
1756 | self.ydata = numpy.hstack((self.ydata, phase_beacon.reshape(-1,1))) | |
| 1760 |
|
1757 | |||
| 1761 |
|
1758 | |||
| 1762 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, |
|
1759 | axes.pmultilineyaxis(x=self.xdata, y=self.ydata, | |
| 1763 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, |
|
1760 | xmin=self.xmin, xmax=self.xmax, ymin=ymin, ymax=ymax, | |
| 1764 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", |
|
1761 | xlabel=xlabel, ylabel=ylabel, title=title, legendlabels=legendlabels, marker='x', markersize=8, linestyle="solid", | |
| 1765 | XAxisAsTime=True, grid='both' |
|
1762 | XAxisAsTime=True, grid='both' | |
| 1766 | ) |
|
1763 | ) | |
| 1767 |
|
1764 | |||
| 1768 | self.draw() |
|
1765 | self.draw() | |
| 1769 |
|
1766 | |||
| 1770 | self.save(figpath=figpath, |
|
1767 | self.save(figpath=figpath, | |
| 1771 | figfile=figfile, |
|
1768 | figfile=figfile, | |
| 1772 | save=save, |
|
1769 | save=save, | |
| 1773 | ftp=ftp, |
|
1770 | ftp=ftp, | |
| 1774 | wr_period=wr_period, |
|
1771 | wr_period=wr_period, | |
| 1775 | thisDatetime=thisDatetime, |
|
1772 | thisDatetime=thisDatetime, | |
| 1776 | update_figfile=update_figfile) |
|
1773 | update_figfile=update_figfile) | |
| 1777 |
|
1774 | |||
| 1778 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: |
|
1775 | if dataOut.ltctime + dataOut.outputInterval >= self.xmax: | |
| 1779 | self.counter_imagwr = wr_period |
|
1776 | self.counter_imagwr = wr_period | |
| 1780 | self.isConfig = False |
|
1777 | self.isConfig = False | |
| 1781 | update_figfile = True |
|
1778 | update_figfile = True | |
| 1782 |
|
1779 | |||
| 1783 |
|
1780 | |||
| 1784 |
|
1781 | |||
| 1785 | class NSMeteorDetection1Plot(Figure): |
|
1782 | class NSMeteorDetection1Plot(Figure): | |
| 1786 |
|
1783 | |||
| 1787 | isConfig = None |
|
1784 | isConfig = None | |
| 1788 | __nsubplots = None |
|
1785 | __nsubplots = None | |
| 1789 |
|
1786 | |||
| 1790 | WIDTHPROF = None |
|
1787 | WIDTHPROF = None | |
| 1791 | HEIGHTPROF = None |
|
1788 | HEIGHTPROF = None | |
| 1792 | PREFIX = 'nsm' |
|
1789 | PREFIX = 'nsm' | |
| 1793 |
|
1790 | |||
| 1794 | zminList = None |
|
1791 | zminList = None | |
| 1795 | zmaxList = None |
|
1792 | zmaxList = None | |
| 1796 | cmapList = None |
|
1793 | cmapList = None | |
| 1797 | titleList = None |
|
1794 | titleList = None | |
| 1798 | nPairs = None |
|
1795 | nPairs = None | |
| 1799 | nChannels = None |
|
1796 | nChannels = None | |
| 1800 | nParam = None |
|
1797 | nParam = None | |
| 1801 |
|
1798 | |||
| 1802 | def __init__(self, **kwargs): |
|
1799 | def __init__(self, **kwargs): | |
| 1803 | Figure.__init__(self, **kwargs) |
|
1800 | Figure.__init__(self, **kwargs) | |
| 1804 | self.isConfig = False |
|
1801 | self.isConfig = False | |
| 1805 | self.__nsubplots = 1 |
|
1802 | self.__nsubplots = 1 | |
| 1806 |
|
1803 | |||
| 1807 | self.WIDTH = 750 |
|
1804 | self.WIDTH = 750 | |
| 1808 | self.HEIGHT = 250 |
|
1805 | self.HEIGHT = 250 | |
| 1809 | self.WIDTHPROF = 120 |
|
1806 | self.WIDTHPROF = 120 | |
| 1810 | self.HEIGHTPROF = 0 |
|
1807 | self.HEIGHTPROF = 0 | |
| 1811 | self.counter_imagwr = 0 |
|
1808 | self.counter_imagwr = 0 | |
| 1812 |
|
1809 | |||
| 1813 | self.PLOT_CODE = SPEC_CODE |
|
1810 | self.PLOT_CODE = SPEC_CODE | |
| 1814 |
|
1811 | |||
| 1815 | self.FTP_WEI = None |
|
1812 | self.FTP_WEI = None | |
| 1816 | self.EXP_CODE = None |
|
1813 | self.EXP_CODE = None | |
| 1817 | self.SUB_EXP_CODE = None |
|
1814 | self.SUB_EXP_CODE = None | |
| 1818 | self.PLOT_POS = None |
|
1815 | self.PLOT_POS = None | |
| 1819 |
|
1816 | |||
| 1820 | self.__xfilter_ena = False |
|
1817 | self.__xfilter_ena = False | |
| 1821 | self.__yfilter_ena = False |
|
1818 | self.__yfilter_ena = False | |
| 1822 |
|
1819 | |||
| 1823 | def getSubplots(self): |
|
1820 | def getSubplots(self): | |
| 1824 |
|
1821 | |||
| 1825 | ncol = 3 |
|
1822 | ncol = 3 | |
| 1826 | nrow = int(numpy.ceil(self.nplots/3.0)) |
|
1823 | nrow = int(numpy.ceil(self.nplots/3.0)) | |
| 1827 |
|
1824 | |||
| 1828 | return nrow, ncol |
|
1825 | return nrow, ncol | |
| 1829 |
|
1826 | |||
| 1830 | def setup(self, id, nplots, wintitle, show=True): |
|
1827 | def setup(self, id, nplots, wintitle, show=True): | |
| 1831 |
|
1828 | |||
| 1832 | self.nplots = nplots |
|
1829 | self.nplots = nplots | |
| 1833 |
|
1830 | |||
| 1834 | ncolspan = 1 |
|
1831 | ncolspan = 1 | |
| 1835 | colspan = 1 |
|
1832 | colspan = 1 | |
| 1836 |
|
1833 | |||
| 1837 | self.createFigure(id = id, |
|
1834 | self.createFigure(id = id, | |
| 1838 | wintitle = wintitle, |
|
1835 | wintitle = wintitle, | |
| 1839 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
1836 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 1840 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
1837 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 1841 | show=show) |
|
1838 | show=show) | |
| 1842 |
|
1839 | |||
| 1843 | nrow, ncol = self.getSubplots() |
|
1840 | nrow, ncol = self.getSubplots() | |
| 1844 |
|
1841 | |||
| 1845 | counter = 0 |
|
1842 | counter = 0 | |
| 1846 | for y in range(nrow): |
|
1843 | for y in range(nrow): | |
| 1847 | for x in range(ncol): |
|
1844 | for x in range(ncol): | |
| 1848 |
|
1845 | |||
| 1849 | if counter >= self.nplots: |
|
1846 | if counter >= self.nplots: | |
| 1850 | break |
|
1847 | break | |
| 1851 |
|
1848 | |||
| 1852 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
1849 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 1853 |
|
1850 | |||
| 1854 | counter += 1 |
|
1851 | counter += 1 | |
| 1855 |
|
1852 | |||
| 1856 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
1853 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 1857 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, |
|
1854 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, | |
| 1858 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', |
|
1855 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', | |
| 1859 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
1856 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 1860 | server=None, folder=None, username=None, password=None, |
|
1857 | server=None, folder=None, username=None, password=None, | |
| 1861 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
1858 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 1862 | xaxis="frequency"): |
|
1859 | xaxis="frequency"): | |
| 1863 |
|
1860 | |||
| 1864 | """ |
|
1861 | """ | |
| 1865 |
|
1862 | |||
| 1866 | Input: |
|
1863 | Input: | |
| 1867 | dataOut : |
|
1864 | dataOut : | |
| 1868 | id : |
|
1865 | id : | |
| 1869 | wintitle : |
|
1866 | wintitle : | |
| 1870 | channelList : |
|
1867 | channelList : | |
| 1871 | showProfile : |
|
1868 | showProfile : | |
| 1872 | xmin : None, |
|
1869 | xmin : None, | |
| 1873 | xmax : None, |
|
1870 | xmax : None, | |
| 1874 | ymin : None, |
|
1871 | ymin : None, | |
| 1875 | ymax : None, |
|
1872 | ymax : None, | |
| 1876 | zmin : None, |
|
1873 | zmin : None, | |
| 1877 | zmax : None |
|
1874 | zmax : None | |
| 1878 | """ |
|
1875 | """ | |
| 1879 | #SEPARAR EN DOS PLOTS |
|
1876 | #SEPARAR EN DOS PLOTS | |
| 1880 | nParam = dataOut.data_param.shape[1] - 3 |
|
1877 | nParam = dataOut.data_param.shape[1] - 3 | |
| 1881 |
|
1878 | |||
| 1882 | utctime = dataOut.data_param[0,0] |
|
1879 | utctime = dataOut.data_param[0,0] | |
| 1883 | tmet = dataOut.data_param[:,1].astype(int) |
|
1880 | tmet = dataOut.data_param[:,1].astype(int) | |
| 1884 | hmet = dataOut.data_param[:,2].astype(int) |
|
1881 | hmet = dataOut.data_param[:,2].astype(int) | |
| 1885 |
|
1882 | |||
| 1886 | x = dataOut.abscissaList |
|
1883 | x = dataOut.abscissaList | |
| 1887 | y = dataOut.heightList |
|
1884 | y = dataOut.heightList | |
| 1888 |
|
1885 | |||
| 1889 | z = numpy.zeros((nParam, y.size, x.size - 1)) |
|
1886 | z = numpy.zeros((nParam, y.size, x.size - 1)) | |
| 1890 | z[:,:] = numpy.nan |
|
1887 | z[:,:] = numpy.nan | |
| 1891 | z[:,hmet,tmet] = dataOut.data_param[:,3:].T |
|
1888 | z[:,hmet,tmet] = dataOut.data_param[:,3:].T | |
| 1892 | z[0,:,:] = 10*numpy.log10(z[0,:,:]) |
|
1889 | z[0,:,:] = 10*numpy.log10(z[0,:,:]) | |
| 1893 |
|
1890 | |||
| 1894 | xlabel = "Time (s)" |
|
1891 | xlabel = "Time (s)" | |
| 1895 | ylabel = "Range (km)" |
|
1892 | ylabel = "Range (km)" | |
| 1896 |
|
1893 | |||
| 1897 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
1894 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 1898 |
|
1895 | |||
| 1899 | if not self.isConfig: |
|
1896 | if not self.isConfig: | |
| 1900 |
|
1897 | |||
| 1901 | nplots = nParam |
|
1898 | nplots = nParam | |
| 1902 |
|
1899 | |||
| 1903 | self.setup(id=id, |
|
1900 | self.setup(id=id, | |
| 1904 | nplots=nplots, |
|
1901 | nplots=nplots, | |
| 1905 | wintitle=wintitle, |
|
1902 | wintitle=wintitle, | |
| 1906 | show=show) |
|
1903 | show=show) | |
| 1907 |
|
1904 | |||
| 1908 | if xmin is None: xmin = numpy.nanmin(x) |
|
1905 | if xmin is None: xmin = numpy.nanmin(x) | |
| 1909 | if xmax is None: xmax = numpy.nanmax(x) |
|
1906 | if xmax is None: xmax = numpy.nanmax(x) | |
| 1910 | if ymin is None: ymin = numpy.nanmin(y) |
|
1907 | if ymin is None: ymin = numpy.nanmin(y) | |
| 1911 | if ymax is None: ymax = numpy.nanmax(y) |
|
1908 | if ymax is None: ymax = numpy.nanmax(y) | |
| 1912 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) |
|
1909 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) | |
| 1913 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) |
|
1910 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) | |
| 1914 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) |
|
1911 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) | |
| 1915 | if vmin is None: vmin = -vmax |
|
1912 | if vmin is None: vmin = -vmax | |
| 1916 | if wmin is None: wmin = 0 |
|
1913 | if wmin is None: wmin = 0 | |
| 1917 | if wmax is None: wmax = 50 |
|
1914 | if wmax is None: wmax = 50 | |
| 1918 |
|
1915 | |||
| 1919 | pairsList = dataOut.groupList |
|
1916 | pairsList = dataOut.groupList | |
| 1920 | self.nPairs = len(dataOut.groupList) |
|
1917 | self.nPairs = len(dataOut.groupList) | |
| 1921 |
|
1918 | |||
| 1922 | zminList = [SNRmin, vmin, cmin] + [pmin]*self.nPairs |
|
1919 | zminList = [SNRmin, vmin, cmin] + [pmin]*self.nPairs | |
| 1923 | zmaxList = [SNRmax, vmax, cmax] + [pmax]*self.nPairs |
|
1920 | zmaxList = [SNRmax, vmax, cmax] + [pmax]*self.nPairs | |
| 1924 | titleList = ["SNR","Radial Velocity","Coherence"] |
|
1921 | titleList = ["SNR","Radial Velocity","Coherence"] | |
| 1925 | cmapList = ["jet","RdBu_r","jet"] |
|
1922 | cmapList = ["jet","RdBu_r","jet"] | |
| 1926 |
|
1923 | |||
| 1927 | for i in range(self.nPairs): |
|
1924 | for i in range(self.nPairs): | |
| 1928 | strAux1 = "Phase Difference "+ str(pairsList[i][0]) + str(pairsList[i][1]) |
|
1925 | strAux1 = "Phase Difference "+ str(pairsList[i][0]) + str(pairsList[i][1]) | |
| 1929 | titleList = titleList + [strAux1] |
|
1926 | titleList = titleList + [strAux1] | |
| 1930 | cmapList = cmapList + ["RdBu_r"] |
|
1927 | cmapList = cmapList + ["RdBu_r"] | |
| 1931 |
|
1928 | |||
| 1932 | self.zminList = zminList |
|
1929 | self.zminList = zminList | |
| 1933 | self.zmaxList = zmaxList |
|
1930 | self.zmaxList = zmaxList | |
| 1934 | self.cmapList = cmapList |
|
1931 | self.cmapList = cmapList | |
| 1935 | self.titleList = titleList |
|
1932 | self.titleList = titleList | |
| 1936 |
|
1933 | |||
| 1937 | self.FTP_WEI = ftp_wei |
|
1934 | self.FTP_WEI = ftp_wei | |
| 1938 | self.EXP_CODE = exp_code |
|
1935 | self.EXP_CODE = exp_code | |
| 1939 | self.SUB_EXP_CODE = sub_exp_code |
|
1936 | self.SUB_EXP_CODE = sub_exp_code | |
| 1940 | self.PLOT_POS = plot_pos |
|
1937 | self.PLOT_POS = plot_pos | |
| 1941 |
|
1938 | |||
| 1942 | self.isConfig = True |
|
1939 | self.isConfig = True | |
| 1943 |
|
1940 | |||
| 1944 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
1941 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 1945 |
|
1942 | |||
| 1946 | for i in range(nParam): |
|
1943 | for i in range(nParam): | |
| 1947 | title = self.titleList[i] + ": " +str_datetime |
|
1944 | title = self.titleList[i] + ": " +str_datetime | |
| 1948 | axes = self.axesList[i] |
|
1945 | axes = self.axesList[i] | |
| 1949 | axes.pcolor(x, y, z[i,:].T, |
|
1946 | axes.pcolor(x, y, z[i,:].T, | |
| 1950 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], |
|
1947 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], | |
| 1951 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') |
|
1948 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') | |
| 1952 | self.draw() |
|
1949 | self.draw() | |
| 1953 |
|
1950 | |||
| 1954 | if figfile == None: |
|
1951 | if figfile == None: | |
| 1955 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
1952 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 1956 | name = str_datetime |
|
1953 | name = str_datetime | |
| 1957 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
1954 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 1958 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
1955 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 1959 | figfile = self.getFilename(name) |
|
1956 | figfile = self.getFilename(name) | |
| 1960 |
|
1957 | |||
| 1961 | self.save(figpath=figpath, |
|
1958 | self.save(figpath=figpath, | |
| 1962 | figfile=figfile, |
|
1959 | figfile=figfile, | |
| 1963 | save=save, |
|
1960 | save=save, | |
| 1964 | ftp=ftp, |
|
1961 | ftp=ftp, | |
| 1965 | wr_period=wr_period, |
|
1962 | wr_period=wr_period, | |
| 1966 | thisDatetime=thisDatetime) |
|
1963 | thisDatetime=thisDatetime) | |
| 1967 |
|
1964 | |||
| 1968 |
|
1965 | |||
| 1969 | class NSMeteorDetection2Plot(Figure): |
|
1966 | class NSMeteorDetection2Plot(Figure): | |
| 1970 |
|
1967 | |||
| 1971 | isConfig = None |
|
1968 | isConfig = None | |
| 1972 | __nsubplots = None |
|
1969 | __nsubplots = None | |
| 1973 |
|
1970 | |||
| 1974 | WIDTHPROF = None |
|
1971 | WIDTHPROF = None | |
| 1975 | HEIGHTPROF = None |
|
1972 | HEIGHTPROF = None | |
| 1976 | PREFIX = 'nsm' |
|
1973 | PREFIX = 'nsm' | |
| 1977 |
|
1974 | |||
| 1978 | zminList = None |
|
1975 | zminList = None | |
| 1979 | zmaxList = None |
|
1976 | zmaxList = None | |
| 1980 | cmapList = None |
|
1977 | cmapList = None | |
| 1981 | titleList = None |
|
1978 | titleList = None | |
| 1982 | nPairs = None |
|
1979 | nPairs = None | |
| 1983 | nChannels = None |
|
1980 | nChannels = None | |
| 1984 | nParam = None |
|
1981 | nParam = None | |
| 1985 |
|
1982 | |||
| 1986 | def __init__(self, **kwargs): |
|
1983 | def __init__(self, **kwargs): | |
| 1987 | Figure.__init__(self, **kwargs) |
|
1984 | Figure.__init__(self, **kwargs) | |
| 1988 | self.isConfig = False |
|
1985 | self.isConfig = False | |
| 1989 | self.__nsubplots = 1 |
|
1986 | self.__nsubplots = 1 | |
| 1990 |
|
1987 | |||
| 1991 | self.WIDTH = 750 |
|
1988 | self.WIDTH = 750 | |
| 1992 | self.HEIGHT = 250 |
|
1989 | self.HEIGHT = 250 | |
| 1993 | self.WIDTHPROF = 120 |
|
1990 | self.WIDTHPROF = 120 | |
| 1994 | self.HEIGHTPROF = 0 |
|
1991 | self.HEIGHTPROF = 0 | |
| 1995 | self.counter_imagwr = 0 |
|
1992 | self.counter_imagwr = 0 | |
| 1996 |
|
1993 | |||
| 1997 | self.PLOT_CODE = SPEC_CODE |
|
1994 | self.PLOT_CODE = SPEC_CODE | |
| 1998 |
|
1995 | |||
| 1999 | self.FTP_WEI = None |
|
1996 | self.FTP_WEI = None | |
| 2000 | self.EXP_CODE = None |
|
1997 | self.EXP_CODE = None | |
| 2001 | self.SUB_EXP_CODE = None |
|
1998 | self.SUB_EXP_CODE = None | |
| 2002 | self.PLOT_POS = None |
|
1999 | self.PLOT_POS = None | |
| 2003 |
|
2000 | |||
| 2004 | self.__xfilter_ena = False |
|
2001 | self.__xfilter_ena = False | |
| 2005 | self.__yfilter_ena = False |
|
2002 | self.__yfilter_ena = False | |
| 2006 |
|
2003 | |||
| 2007 | def getSubplots(self): |
|
2004 | def getSubplots(self): | |
| 2008 |
|
2005 | |||
| 2009 | ncol = 3 |
|
2006 | ncol = 3 | |
| 2010 | nrow = int(numpy.ceil(self.nplots/3.0)) |
|
2007 | nrow = int(numpy.ceil(self.nplots/3.0)) | |
| 2011 |
|
2008 | |||
| 2012 | return nrow, ncol |
|
2009 | return nrow, ncol | |
| 2013 |
|
2010 | |||
| 2014 | def setup(self, id, nplots, wintitle, show=True): |
|
2011 | def setup(self, id, nplots, wintitle, show=True): | |
| 2015 |
|
2012 | |||
| 2016 | self.nplots = nplots |
|
2013 | self.nplots = nplots | |
| 2017 |
|
2014 | |||
| 2018 | ncolspan = 1 |
|
2015 | ncolspan = 1 | |
| 2019 | colspan = 1 |
|
2016 | colspan = 1 | |
| 2020 |
|
2017 | |||
| 2021 | self.createFigure(id = id, |
|
2018 | self.createFigure(id = id, | |
| 2022 | wintitle = wintitle, |
|
2019 | wintitle = wintitle, | |
| 2023 | widthplot = self.WIDTH + self.WIDTHPROF, |
|
2020 | widthplot = self.WIDTH + self.WIDTHPROF, | |
| 2024 | heightplot = self.HEIGHT + self.HEIGHTPROF, |
|
2021 | heightplot = self.HEIGHT + self.HEIGHTPROF, | |
| 2025 | show=show) |
|
2022 | show=show) | |
| 2026 |
|
2023 | |||
| 2027 | nrow, ncol = self.getSubplots() |
|
2024 | nrow, ncol = self.getSubplots() | |
| 2028 |
|
2025 | |||
| 2029 | counter = 0 |
|
2026 | counter = 0 | |
| 2030 | for y in range(nrow): |
|
2027 | for y in range(nrow): | |
| 2031 | for x in range(ncol): |
|
2028 | for x in range(ncol): | |
| 2032 |
|
2029 | |||
| 2033 | if counter >= self.nplots: |
|
2030 | if counter >= self.nplots: | |
| 2034 | break |
|
2031 | break | |
| 2035 |
|
2032 | |||
| 2036 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) |
|
2033 | self.addAxes(nrow, ncol*ncolspan, y, x*ncolspan, colspan, 1) | |
| 2037 |
|
2034 | |||
| 2038 | counter += 1 |
|
2035 | counter += 1 | |
| 2039 |
|
2036 | |||
| 2040 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, |
|
2037 | def run(self, dataOut, id, wintitle="", channelList=None, showprofile=True, | |
| 2041 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, |
|
2038 | xmin=None, xmax=None, ymin=None, ymax=None, SNRmin=None, SNRmax=None, | |
| 2042 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', |
|
2039 | vmin=None, vmax=None, wmin=None, wmax=None, mode = 'SA', | |
| 2043 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, |
|
2040 | save=False, figpath='./', figfile=None, show=True, ftp=False, wr_period=1, | |
| 2044 | server=None, folder=None, username=None, password=None, |
|
2041 | server=None, folder=None, username=None, password=None, | |
| 2045 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, |
|
2042 | ftp_wei=0, exp_code=0, sub_exp_code=0, plot_pos=0, realtime=False, | |
| 2046 | xaxis="frequency"): |
|
2043 | xaxis="frequency"): | |
| 2047 |
|
2044 | |||
| 2048 | """ |
|
2045 | """ | |
| 2049 |
|
2046 | |||
| 2050 | Input: |
|
2047 | Input: | |
| 2051 | dataOut : |
|
2048 | dataOut : | |
| 2052 | id : |
|
2049 | id : | |
| 2053 | wintitle : |
|
2050 | wintitle : | |
| 2054 | channelList : |
|
2051 | channelList : | |
| 2055 | showProfile : |
|
2052 | showProfile : | |
| 2056 | xmin : None, |
|
2053 | xmin : None, | |
| 2057 | xmax : None, |
|
2054 | xmax : None, | |
| 2058 | ymin : None, |
|
2055 | ymin : None, | |
| 2059 | ymax : None, |
|
2056 | ymax : None, | |
| 2060 | zmin : None, |
|
2057 | zmin : None, | |
| 2061 | zmax : None |
|
2058 | zmax : None | |
| 2062 | """ |
|
2059 | """ | |
| 2063 | #Rebuild matrix |
|
2060 | #Rebuild matrix | |
| 2064 | utctime = dataOut.data_param[0,0] |
|
2061 | utctime = dataOut.data_param[0,0] | |
| 2065 | cmet = dataOut.data_param[:,1].astype(int) |
|
2062 | cmet = dataOut.data_param[:,1].astype(int) | |
| 2066 | tmet = dataOut.data_param[:,2].astype(int) |
|
2063 | tmet = dataOut.data_param[:,2].astype(int) | |
| 2067 | hmet = dataOut.data_param[:,3].astype(int) |
|
2064 | hmet = dataOut.data_param[:,3].astype(int) | |
| 2068 |
|
2065 | |||
| 2069 | nParam = 3 |
|
2066 | nParam = 3 | |
| 2070 | nChan = len(dataOut.groupList) |
|
2067 | nChan = len(dataOut.groupList) | |
| 2071 | x = dataOut.abscissaList |
|
2068 | x = dataOut.abscissaList | |
| 2072 | y = dataOut.heightList |
|
2069 | y = dataOut.heightList | |
| 2073 |
|
2070 | |||
| 2074 | z = numpy.full((nChan, nParam, y.size, x.size - 1),numpy.nan) |
|
2071 | z = numpy.full((nChan, nParam, y.size, x.size - 1),numpy.nan) | |
| 2075 | z[cmet,:,hmet,tmet] = dataOut.data_param[:,4:] |
|
2072 | z[cmet,:,hmet,tmet] = dataOut.data_param[:,4:] | |
| 2076 | z[:,0,:,:] = 10*numpy.log10(z[:,0,:,:]) #logarithmic scale |
|
2073 | z[:,0,:,:] = 10*numpy.log10(z[:,0,:,:]) #logarithmic scale | |
| 2077 | z = numpy.reshape(z, (nChan*nParam, y.size, x.size-1)) |
|
2074 | z = numpy.reshape(z, (nChan*nParam, y.size, x.size-1)) | |
| 2078 |
|
2075 | |||
| 2079 | xlabel = "Time (s)" |
|
2076 | xlabel = "Time (s)" | |
| 2080 | ylabel = "Range (km)" |
|
2077 | ylabel = "Range (km)" | |
| 2081 |
|
2078 | |||
| 2082 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) |
|
2079 | thisDatetime = datetime.datetime.utcfromtimestamp(dataOut.ltctime) | |
| 2083 |
|
2080 | |||
| 2084 | if not self.isConfig: |
|
2081 | if not self.isConfig: | |
| 2085 |
|
2082 | |||
| 2086 | nplots = nParam*nChan |
|
2083 | nplots = nParam*nChan | |
| 2087 |
|
2084 | |||
| 2088 | self.setup(id=id, |
|
2085 | self.setup(id=id, | |
| 2089 | nplots=nplots, |
|
2086 | nplots=nplots, | |
| 2090 | wintitle=wintitle, |
|
2087 | wintitle=wintitle, | |
| 2091 | show=show) |
|
2088 | show=show) | |
| 2092 |
|
2089 | |||
| 2093 | if xmin is None: xmin = numpy.nanmin(x) |
|
2090 | if xmin is None: xmin = numpy.nanmin(x) | |
| 2094 | if xmax is None: xmax = numpy.nanmax(x) |
|
2091 | if xmax is None: xmax = numpy.nanmax(x) | |
| 2095 | if ymin is None: ymin = numpy.nanmin(y) |
|
2092 | if ymin is None: ymin = numpy.nanmin(y) | |
| 2096 | if ymax is None: ymax = numpy.nanmax(y) |
|
2093 | if ymax is None: ymax = numpy.nanmax(y) | |
| 2097 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) |
|
2094 | if SNRmin is None: SNRmin = numpy.nanmin(z[0,:]) | |
| 2098 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) |
|
2095 | if SNRmax is None: SNRmax = numpy.nanmax(z[0,:]) | |
| 2099 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) |
|
2096 | if vmax is None: vmax = numpy.nanmax(numpy.abs(z[1,:])) | |
| 2100 | if vmin is None: vmin = -vmax |
|
2097 | if vmin is None: vmin = -vmax | |
| 2101 | if wmin is None: wmin = 0 |
|
2098 | if wmin is None: wmin = 0 | |
| 2102 | if wmax is None: wmax = 50 |
|
2099 | if wmax is None: wmax = 50 | |
| 2103 |
|
2100 | |||
| 2104 | self.nChannels = nChan |
|
2101 | self.nChannels = nChan | |
| 2105 |
|
2102 | |||
| 2106 | zminList = [] |
|
2103 | zminList = [] | |
| 2107 | zmaxList = [] |
|
2104 | zmaxList = [] | |
| 2108 | titleList = [] |
|
2105 | titleList = [] | |
| 2109 | cmapList = [] |
|
2106 | cmapList = [] | |
| 2110 | for i in range(self.nChannels): |
|
2107 | for i in range(self.nChannels): | |
| 2111 | strAux1 = "SNR Channel "+ str(i) |
|
2108 | strAux1 = "SNR Channel "+ str(i) | |
| 2112 | strAux2 = "Radial Velocity Channel "+ str(i) |
|
2109 | strAux2 = "Radial Velocity Channel "+ str(i) | |
| 2113 | strAux3 = "Spectral Width Channel "+ str(i) |
|
2110 | strAux3 = "Spectral Width Channel "+ str(i) | |
| 2114 |
|
2111 | |||
| 2115 | titleList = titleList + [strAux1,strAux2,strAux3] |
|
2112 | titleList = titleList + [strAux1,strAux2,strAux3] | |
| 2116 | cmapList = cmapList + ["jet","RdBu_r","jet"] |
|
2113 | cmapList = cmapList + ["jet","RdBu_r","jet"] | |
| 2117 | zminList = zminList + [SNRmin,vmin,wmin] |
|
2114 | zminList = zminList + [SNRmin,vmin,wmin] | |
| 2118 | zmaxList = zmaxList + [SNRmax,vmax,wmax] |
|
2115 | zmaxList = zmaxList + [SNRmax,vmax,wmax] | |
| 2119 |
|
2116 | |||
| 2120 | self.zminList = zminList |
|
2117 | self.zminList = zminList | |
| 2121 | self.zmaxList = zmaxList |
|
2118 | self.zmaxList = zmaxList | |
| 2122 | self.cmapList = cmapList |
|
2119 | self.cmapList = cmapList | |
| 2123 | self.titleList = titleList |
|
2120 | self.titleList = titleList | |
| 2124 |
|
2121 | |||
| 2125 | self.FTP_WEI = ftp_wei |
|
2122 | self.FTP_WEI = ftp_wei | |
| 2126 | self.EXP_CODE = exp_code |
|
2123 | self.EXP_CODE = exp_code | |
| 2127 | self.SUB_EXP_CODE = sub_exp_code |
|
2124 | self.SUB_EXP_CODE = sub_exp_code | |
| 2128 | self.PLOT_POS = plot_pos |
|
2125 | self.PLOT_POS = plot_pos | |
| 2129 |
|
2126 | |||
| 2130 | self.isConfig = True |
|
2127 | self.isConfig = True | |
| 2131 |
|
2128 | |||
| 2132 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) |
|
2129 | str_datetime = '%s %s'%(thisDatetime.strftime("%Y/%m/%d"),thisDatetime.strftime("%H:%M:%S")) | |
| 2133 |
|
2130 | |||
| 2134 | for i in range(self.nplots): |
|
2131 | for i in range(self.nplots): | |
| 2135 | title = self.titleList[i] + ": " +str_datetime |
|
2132 | title = self.titleList[i] + ": " +str_datetime | |
| 2136 | axes = self.axesList[i] |
|
2133 | axes = self.axesList[i] | |
| 2137 | axes.pcolor(x, y, z[i,:].T, |
|
2134 | axes.pcolor(x, y, z[i,:].T, | |
| 2138 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], |
|
2135 | xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax, zmin=self.zminList[i], zmax=self.zmaxList[i], | |
| 2139 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') |
|
2136 | xlabel=xlabel, ylabel=ylabel, title=title, colormap=self.cmapList[i],ticksize=9, cblabel='') | |
| 2140 | self.draw() |
|
2137 | self.draw() | |
| 2141 |
|
2138 | |||
| 2142 | if figfile == None: |
|
2139 | if figfile == None: | |
| 2143 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") |
|
2140 | str_datetime = thisDatetime.strftime("%Y%m%d_%H%M%S") | |
| 2144 | name = str_datetime |
|
2141 | name = str_datetime | |
| 2145 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): |
|
2142 | if ((dataOut.azimuth!=None) and (dataOut.zenith!=None)): | |
| 2146 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) |
|
2143 | name = name + '_az' + '_%2.2f'%(dataOut.azimuth) + '_zn' + '_%2.2f'%(dataOut.zenith) | |
| 2147 | figfile = self.getFilename(name) |
|
2144 | figfile = self.getFilename(name) | |
| 2148 |
|
2145 | |||
| 2149 | self.save(figpath=figpath, |
|
2146 | self.save(figpath=figpath, | |
| 2150 | figfile=figfile, |
|
2147 | figfile=figfile, | |
| 2151 | save=save, |
|
2148 | save=save, | |
| 2152 | ftp=ftp, |
|
2149 | ftp=ftp, | |
| 2153 | wr_period=wr_period, |
|
2150 | wr_period=wr_period, | |
| 2154 | thisDatetime=thisDatetime) |
|
2151 | thisDatetime=thisDatetime) | |
| @@ -1,481 +1,481 | |||||
| 1 | import numpy |
|
1 | import numpy | |
| 2 | import datetime |
|
2 | import datetime | |
| 3 | import sys |
|
3 | import sys | |
| 4 | import matplotlib |
|
4 | import matplotlib | |
| 5 |
|
5 | |||
| 6 | if 'linux' in sys.platform: |
|
6 | if 'linux' in sys.platform: | |
| 7 | matplotlib.use("TKAgg") |
|
7 | matplotlib.use("GTK3Agg") | |
| 8 |
|
8 | |||
| 9 | if 'darwin' in sys.platform: |
|
9 | if 'darwin' in sys.platform: | |
| 10 | matplotlib.use('TKAgg') |
|
10 | matplotlib.use('TKAgg') | |
| 11 | #Qt4Agg', 'GTK', 'GTKAgg', 'ps', 'agg', 'cairo', 'MacOSX', 'GTKCairo', 'WXAgg', 'template', 'TkAgg', 'GTK3Cairo', 'GTK3Agg', 'svg', 'WebAgg', 'CocoaAgg', 'emf', 'gdk', 'WX' |
|
11 | #Qt4Agg', 'GTK', 'GTKAgg', 'ps', 'agg', 'cairo', 'MacOSX', 'GTKCairo', 'WXAgg', 'template', 'TkAgg', 'GTK3Cairo', 'GTK3Agg', 'svg', 'WebAgg', 'CocoaAgg', 'emf', 'gdk', 'WX' | |
| 12 | import matplotlib.pyplot |
|
12 | import matplotlib.pyplot | |
| 13 |
|
13 | |||
| 14 | from mpl_toolkits.axes_grid1 import make_axes_locatable |
|
14 | from mpl_toolkits.axes_grid1 import make_axes_locatable | |
| 15 | from matplotlib.ticker import FuncFormatter, LinearLocator |
|
15 | from matplotlib.ticker import FuncFormatter, LinearLocator | |
| 16 |
|
16 | |||
| 17 | ########################################### |
|
17 | ########################################### | |
| 18 | #Actualizacion de las funciones del driver |
|
18 | #Actualizacion de las funciones del driver | |
| 19 | ########################################### |
|
19 | ########################################### | |
| 20 |
|
20 | |||
| 21 | # create jro colormap |
|
21 | # create jro colormap | |
| 22 |
|
22 | |||
| 23 | jet_values = matplotlib.pyplot.get_cmap("jet", 100)(numpy.arange(100))[10:90] |
|
23 | jet_values = matplotlib.pyplot.get_cmap("jet", 100)(numpy.arange(100))[10:90] | |
| 24 | blu_values = matplotlib.pyplot.get_cmap("seismic_r", 20)(numpy.arange(20))[10:15] |
|
24 | blu_values = matplotlib.pyplot.get_cmap("seismic_r", 20)(numpy.arange(20))[10:15] | |
| 25 | ncmap = matplotlib.colors.LinearSegmentedColormap.from_list("jro", numpy.vstack((blu_values, jet_values))) |
|
25 | ncmap = matplotlib.colors.LinearSegmentedColormap.from_list("jro", numpy.vstack((blu_values, jet_values))) | |
| 26 | matplotlib.pyplot.register_cmap(cmap=ncmap) |
|
26 | matplotlib.pyplot.register_cmap(cmap=ncmap) | |
| 27 |
|
27 | |||
| 28 | def createFigure(id, wintitle, width, height, facecolor="w", show=True, dpi = 80): |
|
28 | def createFigure(id, wintitle, width, height, facecolor="w", show=True, dpi = 80): | |
| 29 |
|
29 | |||
| 30 | matplotlib.pyplot.ioff() |
|
30 | matplotlib.pyplot.ioff() | |
| 31 |
|
31 | |||
| 32 | fig = matplotlib.pyplot.figure(num=id, facecolor=facecolor, figsize=(1.0*width/dpi, 1.0*height/dpi)) |
|
32 | fig = matplotlib.pyplot.figure(num=id, facecolor=facecolor, figsize=(1.0*width/dpi, 1.0*height/dpi)) | |
| 33 | fig.canvas.manager.set_window_title(wintitle) |
|
33 | fig.canvas.manager.set_window_title(wintitle) | |
| 34 | # fig.canvas.manager.resize(width, height) |
|
34 | # fig.canvas.manager.resize(width, height) | |
| 35 | matplotlib.pyplot.ion() |
|
35 | matplotlib.pyplot.ion() | |
| 36 |
|
36 | |||
| 37 | if show: |
|
37 | if show: | |
| 38 | matplotlib.pyplot.show() |
|
38 | matplotlib.pyplot.show() | |
| 39 |
|
39 | |||
| 40 | return fig |
|
40 | return fig | |
| 41 |
|
41 | |||
| 42 | def closeFigure(show=False, fig=None): |
|
42 | def closeFigure(show=False, fig=None): | |
| 43 |
|
43 | |||
| 44 | # matplotlib.pyplot.ioff() |
|
44 | # matplotlib.pyplot.ioff() | |
| 45 | # matplotlib.pyplot.pause(0) |
|
45 | # matplotlib.pyplot.pause(0) | |
| 46 |
|
46 | |||
| 47 | if show: |
|
47 | if show: | |
| 48 | matplotlib.pyplot.show() |
|
48 | matplotlib.pyplot.show() | |
| 49 |
|
49 | |||
| 50 | if fig != None: |
|
50 | if fig != None: | |
| 51 | matplotlib.pyplot.close(fig) |
|
51 | matplotlib.pyplot.close(fig) | |
| 52 | # matplotlib.pyplot.pause(0) |
|
52 | # matplotlib.pyplot.pause(0) | |
| 53 | # matplotlib.pyplot.ion() |
|
53 | # matplotlib.pyplot.ion() | |
| 54 |
|
54 | |||
| 55 | return |
|
55 | return | |
| 56 |
|
56 | |||
| 57 | matplotlib.pyplot.close("all") |
|
57 | matplotlib.pyplot.close("all") | |
| 58 | # matplotlib.pyplot.pause(0) |
|
58 | # matplotlib.pyplot.pause(0) | |
| 59 | # matplotlib.pyplot.ion() |
|
59 | # matplotlib.pyplot.ion() | |
| 60 |
|
60 | |||
| 61 | return |
|
61 | return | |
| 62 |
|
62 | |||
| 63 | def saveFigure(fig, filename): |
|
63 | def saveFigure(fig, filename): | |
| 64 |
|
64 | |||
| 65 | # matplotlib.pyplot.ioff() |
|
65 | # matplotlib.pyplot.ioff() | |
| 66 | fig.savefig(filename, dpi=matplotlib.pyplot.gcf().dpi) |
|
66 | fig.savefig(filename, dpi=matplotlib.pyplot.gcf().dpi) | |
| 67 | # matplotlib.pyplot.ion() |
|
67 | # matplotlib.pyplot.ion() | |
| 68 |
|
68 | |||
| 69 | def clearFigure(fig): |
|
69 | def clearFigure(fig): | |
| 70 |
|
70 | |||
| 71 | fig.clf() |
|
71 | fig.clf() | |
| 72 |
|
72 | |||
| 73 | def setWinTitle(fig, title): |
|
73 | def setWinTitle(fig, title): | |
| 74 |
|
74 | |||
| 75 | fig.canvas.manager.set_window_title(title) |
|
75 | fig.canvas.manager.set_window_title(title) | |
| 76 |
|
76 | |||
| 77 | def setTitle(fig, title): |
|
77 | def setTitle(fig, title): | |
| 78 |
|
78 | |||
| 79 | fig.suptitle(title) |
|
79 | fig.suptitle(title) | |
| 80 |
|
80 | |||
| 81 | def createAxes(fig, nrow, ncol, xpos, ypos, colspan, rowspan, polar=False): |
|
81 | def createAxes(fig, nrow, ncol, xpos, ypos, colspan, rowspan, polar=False): | |
| 82 |
|
82 | |||
| 83 | matplotlib.pyplot.ioff() |
|
83 | matplotlib.pyplot.ioff() | |
| 84 | matplotlib.pyplot.figure(fig.number) |
|
84 | matplotlib.pyplot.figure(fig.number) | |
| 85 | axes = matplotlib.pyplot.subplot2grid((nrow, ncol), |
|
85 | axes = matplotlib.pyplot.subplot2grid((nrow, ncol), | |
| 86 | (xpos, ypos), |
|
86 | (xpos, ypos), | |
| 87 | colspan=colspan, |
|
87 | colspan=colspan, | |
| 88 | rowspan=rowspan, |
|
88 | rowspan=rowspan, | |
| 89 | polar=polar) |
|
89 | polar=polar) | |
| 90 |
|
90 | |||
| 91 | axes.grid(True) |
|
91 | axes.grid(True) | |
| 92 |
|
92 | |||
| 93 | matplotlib.pyplot.ion() |
|
93 | matplotlib.pyplot.ion() | |
| 94 | return axes |
|
94 | return axes | |
| 95 |
|
95 | |||
| 96 | def setAxesText(ax, text): |
|
96 | def setAxesText(ax, text): | |
| 97 |
|
97 | |||
| 98 | ax.annotate(text, |
|
98 | ax.annotate(text, | |
| 99 | xy = (.1, .99), |
|
99 | xy = (.1, .99), | |
| 100 | xycoords = 'figure fraction', |
|
100 | xycoords = 'figure fraction', | |
| 101 | horizontalalignment = 'left', |
|
101 | horizontalalignment = 'left', | |
| 102 | verticalalignment = 'top', |
|
102 | verticalalignment = 'top', | |
| 103 | fontsize = 10) |
|
103 | fontsize = 10) | |
| 104 |
|
104 | |||
| 105 | def printLabels(ax, xlabel, ylabel, title): |
|
105 | def printLabels(ax, xlabel, ylabel, title): | |
| 106 |
|
106 | |||
| 107 | ax.set_xlabel(xlabel, size=11) |
|
107 | ax.set_xlabel(xlabel, size=11) | |
| 108 | ax.set_ylabel(ylabel, size=11) |
|
108 | ax.set_ylabel(ylabel, size=11) | |
| 109 | ax.set_title(title, size=8) |
|
109 | ax.set_title(title, size=8) | |
| 110 |
|
110 | |||
| 111 | def createPline(ax, x, y, xmin, xmax, ymin, ymax, xlabel='', ylabel='', title='', |
|
111 | def createPline(ax, x, y, xmin, xmax, ymin, ymax, xlabel='', ylabel='', title='', | |
| 112 | ticksize=9, xtick_visible=True, ytick_visible=True, |
|
112 | ticksize=9, xtick_visible=True, ytick_visible=True, | |
| 113 | nxticks=4, nyticks=10, |
|
113 | nxticks=4, nyticks=10, | |
| 114 | grid=None,color='blue'): |
|
114 | grid=None,color='blue'): | |
| 115 |
|
115 | |||
| 116 | """ |
|
116 | """ | |
| 117 |
|
117 | |||
| 118 | Input: |
|
118 | Input: | |
| 119 | grid : None, 'both', 'x', 'y' |
|
119 | grid : None, 'both', 'x', 'y' | |
| 120 | """ |
|
120 | """ | |
| 121 |
|
121 | |||
| 122 | matplotlib.pyplot.ioff() |
|
122 | matplotlib.pyplot.ioff() | |
| 123 |
|
123 | |||
| 124 | ax.set_xlim([xmin,xmax]) |
|
124 | ax.set_xlim([xmin,xmax]) | |
| 125 | ax.set_ylim([ymin,ymax]) |
|
125 | ax.set_ylim([ymin,ymax]) | |
| 126 |
|
126 | |||
| 127 | printLabels(ax, xlabel, ylabel, title) |
|
127 | printLabels(ax, xlabel, ylabel, title) | |
| 128 |
|
128 | |||
| 129 | ###################################################### |
|
129 | ###################################################### | |
| 130 | if (xmax-xmin)<=1: |
|
130 | if (xmax-xmin)<=1: | |
| 131 | xtickspos = numpy.linspace(xmin,xmax,nxticks) |
|
131 | xtickspos = numpy.linspace(xmin,xmax,nxticks) | |
| 132 | xtickspos = numpy.array([float("%.1f"%i) for i in xtickspos]) |
|
132 | xtickspos = numpy.array([float("%.1f"%i) for i in xtickspos]) | |
| 133 | ax.set_xticks(xtickspos) |
|
133 | ax.set_xticks(xtickspos) | |
| 134 | else: |
|
134 | else: | |
| 135 | xtickspos = numpy.arange(nxticks)*int((xmax-xmin)/(nxticks)) + int(xmin) |
|
135 | xtickspos = numpy.arange(nxticks)*int((xmax-xmin)/(nxticks)) + int(xmin) | |
| 136 | # xtickspos = numpy.arange(nxticks)*float(xmax-xmin)/float(nxticks) + int(xmin) |
|
136 | # xtickspos = numpy.arange(nxticks)*float(xmax-xmin)/float(nxticks) + int(xmin) | |
| 137 | ax.set_xticks(xtickspos) |
|
137 | ax.set_xticks(xtickspos) | |
| 138 |
|
138 | |||
| 139 | for tick in ax.get_xticklabels(): |
|
139 | for tick in ax.get_xticklabels(): | |
| 140 | tick.set_visible(xtick_visible) |
|
140 | tick.set_visible(xtick_visible) | |
| 141 |
|
141 | |||
| 142 | for tick in ax.xaxis.get_major_ticks(): |
|
142 | for tick in ax.xaxis.get_major_ticks(): | |
| 143 | tick.label.set_fontsize(ticksize) |
|
143 | tick.label.set_fontsize(ticksize) | |
| 144 |
|
144 | |||
| 145 | ###################################################### |
|
145 | ###################################################### | |
| 146 | for tick in ax.get_yticklabels(): |
|
146 | for tick in ax.get_yticklabels(): | |
| 147 | tick.set_visible(ytick_visible) |
|
147 | tick.set_visible(ytick_visible) | |
| 148 |
|
148 | |||
| 149 | for tick in ax.yaxis.get_major_ticks(): |
|
149 | for tick in ax.yaxis.get_major_ticks(): | |
| 150 | tick.label.set_fontsize(ticksize) |
|
150 | tick.label.set_fontsize(ticksize) | |
| 151 |
|
151 | |||
| 152 | ax.plot(x, y, color=color) |
|
152 | ax.plot(x, y, color=color) | |
| 153 | iplot = ax.lines[-1] |
|
153 | iplot = ax.lines[-1] | |
| 154 |
|
154 | |||
| 155 | ###################################################### |
|
155 | ###################################################### | |
| 156 | if '0.' in matplotlib.__version__[0:2]: |
|
156 | if '0.' in matplotlib.__version__[0:2]: | |
| 157 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
157 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 158 | return iplot |
|
158 | return iplot | |
| 159 |
|
159 | |||
| 160 | if '1.0.' in matplotlib.__version__[0:4]: |
|
160 | if '1.0.' in matplotlib.__version__[0:4]: | |
| 161 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
161 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 162 | return iplot |
|
162 | return iplot | |
| 163 |
|
163 | |||
| 164 | if grid != None: |
|
164 | if grid != None: | |
| 165 | ax.grid(b=True, which='major', axis=grid) |
|
165 | ax.grid(b=True, which='major', axis=grid) | |
| 166 |
|
166 | |||
| 167 | matplotlib.pyplot.tight_layout() |
|
167 | matplotlib.pyplot.tight_layout() | |
| 168 |
|
168 | |||
| 169 | matplotlib.pyplot.ion() |
|
169 | matplotlib.pyplot.ion() | |
| 170 |
|
170 | |||
| 171 | return iplot |
|
171 | return iplot | |
| 172 |
|
172 | |||
| 173 | def set_linedata(ax, x, y, idline): |
|
173 | def set_linedata(ax, x, y, idline): | |
| 174 |
|
174 | |||
| 175 | ax.lines[idline].set_data(x,y) |
|
175 | ax.lines[idline].set_data(x,y) | |
| 176 |
|
176 | |||
| 177 | def pline(iplot, x, y, xlabel='', ylabel='', title=''): |
|
177 | def pline(iplot, x, y, xlabel='', ylabel='', title=''): | |
| 178 |
|
178 | |||
| 179 | ax = iplot.get_axes() |
|
179 | ax = iplot.get_axes() | |
| 180 |
|
180 | |||
| 181 | printLabels(ax, xlabel, ylabel, title) |
|
181 | printLabels(ax, xlabel, ylabel, title) | |
| 182 |
|
182 | |||
| 183 | set_linedata(ax, x, y, idline=0) |
|
183 | set_linedata(ax, x, y, idline=0) | |
| 184 |
|
184 | |||
| 185 | def addpline(ax, x, y, color, linestyle, lw): |
|
185 | def addpline(ax, x, y, color, linestyle, lw): | |
| 186 |
|
186 | |||
| 187 | ax.plot(x,y,color=color,linestyle=linestyle,lw=lw) |
|
187 | ax.plot(x,y,color=color,linestyle=linestyle,lw=lw) | |
| 188 |
|
188 | |||
| 189 |
|
189 | |||
| 190 | def createPcolor(ax, x, y, z, xmin, xmax, ymin, ymax, zmin, zmax, |
|
190 | def createPcolor(ax, x, y, z, xmin, xmax, ymin, ymax, zmin, zmax, | |
| 191 | xlabel='', ylabel='', title='', ticksize = 9, |
|
191 | xlabel='', ylabel='', title='', ticksize = 9, | |
| 192 | colormap='jet',cblabel='', cbsize="5%", |
|
192 | colormap='jet',cblabel='', cbsize="5%", | |
| 193 | XAxisAsTime=False): |
|
193 | XAxisAsTime=False): | |
| 194 |
|
194 | |||
| 195 | matplotlib.pyplot.ioff() |
|
195 | matplotlib.pyplot.ioff() | |
| 196 |
|
196 | |||
| 197 | divider = make_axes_locatable(ax) |
|
197 | divider = make_axes_locatable(ax) | |
| 198 | ax_cb = divider.new_horizontal(size=cbsize, pad=0.05) |
|
198 | ax_cb = divider.new_horizontal(size=cbsize, pad=0.05) | |
| 199 | fig = ax.get_figure() |
|
199 | fig = ax.get_figure() | |
| 200 | fig.add_axes(ax_cb) |
|
200 | fig.add_axes(ax_cb) | |
| 201 |
|
201 | |||
| 202 | ax.set_xlim([xmin,xmax]) |
|
202 | ax.set_xlim([xmin,xmax]) | |
| 203 | ax.set_ylim([ymin,ymax]) |
|
203 | ax.set_ylim([ymin,ymax]) | |
| 204 |
|
204 | |||
| 205 | printLabels(ax, xlabel, ylabel, title) |
|
205 | printLabels(ax, xlabel, ylabel, title) | |
| 206 |
|
206 | |||
| 207 | z = numpy.ma.masked_invalid(z) |
|
207 | z = numpy.ma.masked_invalid(z) | |
| 208 | cmap=matplotlib.pyplot.get_cmap(colormap) |
|
208 | cmap=matplotlib.pyplot.get_cmap(colormap) | |
| 209 | cmap.set_bad('white',1.) |
|
209 | cmap.set_bad('white',1.) | |
| 210 | imesh = ax.pcolormesh(x,y,z.T, vmin=zmin, vmax=zmax, cmap=cmap) |
|
210 | imesh = ax.pcolormesh(x,y,z.T, vmin=zmin, vmax=zmax, cmap=cmap) | |
| 211 | cb = matplotlib.pyplot.colorbar(imesh, cax=ax_cb) |
|
211 | cb = matplotlib.pyplot.colorbar(imesh, cax=ax_cb) | |
| 212 | cb.set_label(cblabel) |
|
212 | cb.set_label(cblabel) | |
| 213 |
|
213 | |||
| 214 | # for tl in ax_cb.get_yticklabels(): |
|
214 | # for tl in ax_cb.get_yticklabels(): | |
| 215 | # tl.set_visible(True) |
|
215 | # tl.set_visible(True) | |
| 216 |
|
216 | |||
| 217 | for tick in ax.yaxis.get_major_ticks(): |
|
217 | for tick in ax.yaxis.get_major_ticks(): | |
| 218 | tick.label.set_fontsize(ticksize) |
|
218 | tick.label.set_fontsize(ticksize) | |
| 219 |
|
219 | |||
| 220 | for tick in ax.xaxis.get_major_ticks(): |
|
220 | for tick in ax.xaxis.get_major_ticks(): | |
| 221 | tick.label.set_fontsize(ticksize) |
|
221 | tick.label.set_fontsize(ticksize) | |
| 222 |
|
222 | |||
| 223 | for tick in cb.ax.get_yticklabels(): |
|
223 | for tick in cb.ax.get_yticklabels(): | |
| 224 | tick.set_fontsize(ticksize) |
|
224 | tick.set_fontsize(ticksize) | |
| 225 |
|
225 | |||
| 226 | ax_cb.yaxis.tick_right() |
|
226 | ax_cb.yaxis.tick_right() | |
| 227 |
|
227 | |||
| 228 | if '0.' in matplotlib.__version__[0:2]: |
|
228 | if '0.' in matplotlib.__version__[0:2]: | |
| 229 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
229 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 230 | return imesh |
|
230 | return imesh | |
| 231 |
|
231 | |||
| 232 | if '1.0.' in matplotlib.__version__[0:4]: |
|
232 | if '1.0.' in matplotlib.__version__[0:4]: | |
| 233 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
233 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 234 | return imesh |
|
234 | return imesh | |
| 235 |
|
235 | |||
| 236 | matplotlib.pyplot.tight_layout() |
|
236 | matplotlib.pyplot.tight_layout() | |
| 237 |
|
237 | |||
| 238 | if XAxisAsTime: |
|
238 | if XAxisAsTime: | |
| 239 |
|
239 | |||
| 240 | func = lambda x, pos: ('%s') %(datetime.datetime.utcfromtimestamp(x).strftime("%H:%M:%S")) |
|
240 | func = lambda x, pos: ('%s') %(datetime.datetime.utcfromtimestamp(x).strftime("%H:%M:%S")) | |
| 241 | ax.xaxis.set_major_formatter(FuncFormatter(func)) |
|
241 | ax.xaxis.set_major_formatter(FuncFormatter(func)) | |
| 242 | ax.xaxis.set_major_locator(LinearLocator(7)) |
|
242 | ax.xaxis.set_major_locator(LinearLocator(7)) | |
| 243 |
|
243 | |||
| 244 | ax.grid(True) |
|
244 | ax.grid(True) | |
| 245 | matplotlib.pyplot.ion() |
|
245 | matplotlib.pyplot.ion() | |
| 246 | return imesh |
|
246 | return imesh | |
| 247 |
|
247 | |||
| 248 | def pcolor(imesh, z, xlabel='', ylabel='', title=''): |
|
248 | def pcolor(imesh, z, xlabel='', ylabel='', title=''): | |
| 249 |
|
249 | |||
| 250 | z = numpy.ma.masked_invalid(z) |
|
250 | z = numpy.ma.masked_invalid(z) | |
| 251 |
|
251 | |||
| 252 | cmap=matplotlib.pyplot.get_cmap('jet') |
|
252 | cmap=matplotlib.pyplot.get_cmap('jet') | |
| 253 | cmap.set_bad('white',1.) |
|
253 | cmap.set_bad('white',1.) | |
| 254 |
|
254 | |||
| 255 | z = z.T |
|
255 | z = z.T | |
| 256 | ax = imesh.get_axes() |
|
256 | ax = imesh.get_axes() | |
| 257 | printLabels(ax, xlabel, ylabel, title) |
|
257 | printLabels(ax, xlabel, ylabel, title) | |
| 258 | imesh.set_array(z.ravel()) |
|
258 | imesh.set_array(z.ravel()) | |
| 259 | ax.grid(True) |
|
259 | ax.grid(True) | |
| 260 |
|
260 | |||
| 261 |
|
261 | |||
| 262 | def addpcolor(ax, x, y, z, zmin, zmax, xlabel='', ylabel='', title='', colormap='jet'): |
|
262 | def addpcolor(ax, x, y, z, zmin, zmax, xlabel='', ylabel='', title='', colormap='jet'): | |
| 263 |
|
263 | |||
| 264 | printLabels(ax, xlabel, ylabel, title) |
|
264 | printLabels(ax, xlabel, ylabel, title) | |
| 265 | z = numpy.ma.masked_invalid(z) |
|
265 | z = numpy.ma.masked_invalid(z) | |
| 266 | cmap=matplotlib.pyplot.get_cmap(colormap) |
|
266 | cmap=matplotlib.pyplot.get_cmap(colormap) | |
| 267 | cmap.set_bad('white',1.) |
|
267 | cmap.set_bad('white',1.) | |
| 268 | ax.pcolormesh(x,y,z.T,vmin=zmin,vmax=zmax, cmap=matplotlib.pyplot.get_cmap(colormap)) |
|
268 | ax.pcolormesh(x,y,z.T,vmin=zmin,vmax=zmax, cmap=matplotlib.pyplot.get_cmap(colormap)) | |
| 269 | ax.grid(True) |
|
269 | ax.grid(True) | |
| 270 |
|
270 | |||
| 271 | def addpcolorbuffer(ax, x, y, z, zmin, zmax, xlabel='', ylabel='', title='', colormap='jet'): |
|
271 | def addpcolorbuffer(ax, x, y, z, zmin, zmax, xlabel='', ylabel='', title='', colormap='jet'): | |
| 272 |
|
272 | |||
| 273 | printLabels(ax, xlabel, ylabel, title) |
|
273 | printLabels(ax, xlabel, ylabel, title) | |
| 274 |
|
274 | |||
| 275 | ax.collections.remove(ax.collections[0]) |
|
275 | ax.collections.remove(ax.collections[0]) | |
| 276 |
|
276 | |||
| 277 | z = numpy.ma.masked_invalid(z) |
|
277 | z = numpy.ma.masked_invalid(z) | |
| 278 |
|
278 | |||
| 279 | cmap=matplotlib.pyplot.get_cmap(colormap) |
|
279 | cmap=matplotlib.pyplot.get_cmap(colormap) | |
| 280 | cmap.set_bad('white',1.) |
|
280 | cmap.set_bad('white',1.) | |
| 281 |
|
281 | |||
| 282 | ax.pcolormesh(x,y,z.T,vmin=zmin,vmax=zmax, cmap=cmap) |
|
282 | ax.pcolormesh(x,y,z.T,vmin=zmin,vmax=zmax, cmap=cmap) | |
| 283 | ax.grid(True) |
|
283 | ax.grid(True) | |
| 284 |
|
284 | |||
| 285 |
|
285 | |||
| 286 | def createPmultiline(ax, x, y, xmin, xmax, ymin, ymax, xlabel='', ylabel='', title='', legendlabels=None, |
|
286 | def createPmultiline(ax, x, y, xmin, xmax, ymin, ymax, xlabel='', ylabel='', title='', legendlabels=None, | |
| 287 | ticksize=9, xtick_visible=True, ytick_visible=True, |
|
287 | ticksize=9, xtick_visible=True, ytick_visible=True, | |
| 288 | nxticks=4, nyticks=10, |
|
288 | nxticks=4, nyticks=10, | |
| 289 | grid=None): |
|
289 | grid=None): | |
| 290 |
|
290 | |||
| 291 | """ |
|
291 | """ | |
| 292 |
|
292 | |||
| 293 | Input: |
|
293 | Input: | |
| 294 | grid : None, 'both', 'x', 'y' |
|
294 | grid : None, 'both', 'x', 'y' | |
| 295 | """ |
|
295 | """ | |
| 296 |
|
296 | |||
| 297 | matplotlib.pyplot.ioff() |
|
297 | matplotlib.pyplot.ioff() | |
| 298 |
|
298 | |||
| 299 | lines = ax.plot(x.T, y) |
|
299 | lines = ax.plot(x.T, y) | |
| 300 | leg = ax.legend(lines, legendlabels, loc='upper right') |
|
300 | leg = ax.legend(lines, legendlabels, loc='upper right') | |
| 301 | leg.get_frame().set_alpha(0.5) |
|
301 | leg.get_frame().set_alpha(0.5) | |
| 302 | ax.set_xlim([xmin,xmax]) |
|
302 | ax.set_xlim([xmin,xmax]) | |
| 303 | ax.set_ylim([ymin,ymax]) |
|
303 | ax.set_ylim([ymin,ymax]) | |
| 304 | printLabels(ax, xlabel, ylabel, title) |
|
304 | printLabels(ax, xlabel, ylabel, title) | |
| 305 |
|
305 | |||
| 306 | xtickspos = numpy.arange(nxticks)*int((xmax-xmin)/(nxticks)) + int(xmin) |
|
306 | xtickspos = numpy.arange(nxticks)*int((xmax-xmin)/(nxticks)) + int(xmin) | |
| 307 | ax.set_xticks(xtickspos) |
|
307 | ax.set_xticks(xtickspos) | |
| 308 |
|
308 | |||
| 309 | for tick in ax.get_xticklabels(): |
|
309 | for tick in ax.get_xticklabels(): | |
| 310 | tick.set_visible(xtick_visible) |
|
310 | tick.set_visible(xtick_visible) | |
| 311 |
|
311 | |||
| 312 | for tick in ax.xaxis.get_major_ticks(): |
|
312 | for tick in ax.xaxis.get_major_ticks(): | |
| 313 | tick.label.set_fontsize(ticksize) |
|
313 | tick.label.set_fontsize(ticksize) | |
| 314 |
|
314 | |||
| 315 | for tick in ax.get_yticklabels(): |
|
315 | for tick in ax.get_yticklabels(): | |
| 316 | tick.set_visible(ytick_visible) |
|
316 | tick.set_visible(ytick_visible) | |
| 317 |
|
317 | |||
| 318 | for tick in ax.yaxis.get_major_ticks(): |
|
318 | for tick in ax.yaxis.get_major_ticks(): | |
| 319 | tick.label.set_fontsize(ticksize) |
|
319 | tick.label.set_fontsize(ticksize) | |
| 320 |
|
320 | |||
| 321 | iplot = ax.lines[-1] |
|
321 | iplot = ax.lines[-1] | |
| 322 |
|
322 | |||
| 323 | if '0.' in matplotlib.__version__[0:2]: |
|
323 | if '0.' in matplotlib.__version__[0:2]: | |
| 324 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
324 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 325 | return iplot |
|
325 | return iplot | |
| 326 |
|
326 | |||
| 327 | if '1.0.' in matplotlib.__version__[0:4]: |
|
327 | if '1.0.' in matplotlib.__version__[0:4]: | |
| 328 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
328 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 329 | return iplot |
|
329 | return iplot | |
| 330 |
|
330 | |||
| 331 | if grid != None: |
|
331 | if grid != None: | |
| 332 | ax.grid(b=True, which='major', axis=grid) |
|
332 | ax.grid(b=True, which='major', axis=grid) | |
| 333 |
|
333 | |||
| 334 | matplotlib.pyplot.tight_layout() |
|
334 | matplotlib.pyplot.tight_layout() | |
| 335 |
|
335 | |||
| 336 | matplotlib.pyplot.ion() |
|
336 | matplotlib.pyplot.ion() | |
| 337 |
|
337 | |||
| 338 | return iplot |
|
338 | return iplot | |
| 339 |
|
339 | |||
| 340 |
|
340 | |||
| 341 | def pmultiline(iplot, x, y, xlabel='', ylabel='', title=''): |
|
341 | def pmultiline(iplot, x, y, xlabel='', ylabel='', title=''): | |
| 342 |
|
342 | |||
| 343 | ax = iplot.get_axes() |
|
343 | ax = iplot.get_axes() | |
| 344 |
|
344 | |||
| 345 | printLabels(ax, xlabel, ylabel, title) |
|
345 | printLabels(ax, xlabel, ylabel, title) | |
| 346 |
|
346 | |||
| 347 | for i in range(len(ax.lines)): |
|
347 | for i in range(len(ax.lines)): | |
| 348 | line = ax.lines[i] |
|
348 | line = ax.lines[i] | |
| 349 | line.set_data(x[i,:],y) |
|
349 | line.set_data(x[i,:],y) | |
| 350 |
|
350 | |||
| 351 | def createPmultilineYAxis(ax, x, y, xmin, xmax, ymin, ymax, xlabel='', ylabel='', title='', legendlabels=None, |
|
351 | def createPmultilineYAxis(ax, x, y, xmin, xmax, ymin, ymax, xlabel='', ylabel='', title='', legendlabels=None, | |
| 352 | ticksize=9, xtick_visible=True, ytick_visible=True, |
|
352 | ticksize=9, xtick_visible=True, ytick_visible=True, | |
| 353 | nxticks=4, nyticks=10, marker='.', markersize=10, linestyle="None", |
|
353 | nxticks=4, nyticks=10, marker='.', markersize=10, linestyle="None", | |
| 354 | grid=None, XAxisAsTime=False): |
|
354 | grid=None, XAxisAsTime=False): | |
| 355 |
|
355 | |||
| 356 | """ |
|
356 | """ | |
| 357 |
|
357 | |||
| 358 | Input: |
|
358 | Input: | |
| 359 | grid : None, 'both', 'x', 'y' |
|
359 | grid : None, 'both', 'x', 'y' | |
| 360 | """ |
|
360 | """ | |
| 361 |
|
361 | |||
| 362 | matplotlib.pyplot.ioff() |
|
362 | matplotlib.pyplot.ioff() | |
| 363 |
|
363 | |||
| 364 | # lines = ax.plot(x, y.T, marker=marker,markersize=markersize,linestyle=linestyle) |
|
364 | # lines = ax.plot(x, y.T, marker=marker,markersize=markersize,linestyle=linestyle) | |
| 365 | lines = ax.plot(x, y.T) |
|
365 | lines = ax.plot(x, y.T) | |
| 366 | # leg = ax.legend(lines, legendlabels, loc=2, bbox_to_anchor=(1.01, 1.00), numpoints=1, handlelength=1.5, \ |
|
366 | # leg = ax.legend(lines, legendlabels, loc=2, bbox_to_anchor=(1.01, 1.00), numpoints=1, handlelength=1.5, \ | |
| 367 | # handletextpad=0.5, borderpad=0.5, labelspacing=0.5, borderaxespad=0.) |
|
367 | # handletextpad=0.5, borderpad=0.5, labelspacing=0.5, borderaxespad=0.) | |
| 368 |
|
368 | |||
| 369 | leg = ax.legend(lines, legendlabels, |
|
369 | leg = ax.legend(lines, legendlabels, | |
| 370 | loc='upper right', bbox_to_anchor=(1.16, 1), borderaxespad=0) |
|
370 | loc='upper right', bbox_to_anchor=(1.16, 1), borderaxespad=0) | |
| 371 |
|
371 | |||
| 372 | for label in leg.get_texts(): label.set_fontsize(9) |
|
372 | for label in leg.get_texts(): label.set_fontsize(9) | |
| 373 |
|
373 | |||
| 374 | ax.set_xlim([xmin,xmax]) |
|
374 | ax.set_xlim([xmin,xmax]) | |
| 375 | ax.set_ylim([ymin,ymax]) |
|
375 | ax.set_ylim([ymin,ymax]) | |
| 376 | printLabels(ax, xlabel, ylabel, title) |
|
376 | printLabels(ax, xlabel, ylabel, title) | |
| 377 |
|
377 | |||
| 378 | # xtickspos = numpy.arange(nxticks)*int((xmax-xmin)/(nxticks)) + int(xmin) |
|
378 | # xtickspos = numpy.arange(nxticks)*int((xmax-xmin)/(nxticks)) + int(xmin) | |
| 379 | # ax.set_xticks(xtickspos) |
|
379 | # ax.set_xticks(xtickspos) | |
| 380 |
|
380 | |||
| 381 | for tick in ax.get_xticklabels(): |
|
381 | for tick in ax.get_xticklabels(): | |
| 382 | tick.set_visible(xtick_visible) |
|
382 | tick.set_visible(xtick_visible) | |
| 383 |
|
383 | |||
| 384 | for tick in ax.xaxis.get_major_ticks(): |
|
384 | for tick in ax.xaxis.get_major_ticks(): | |
| 385 | tick.label.set_fontsize(ticksize) |
|
385 | tick.label.set_fontsize(ticksize) | |
| 386 |
|
386 | |||
| 387 | for tick in ax.get_yticklabels(): |
|
387 | for tick in ax.get_yticklabels(): | |
| 388 | tick.set_visible(ytick_visible) |
|
388 | tick.set_visible(ytick_visible) | |
| 389 |
|
389 | |||
| 390 | for tick in ax.yaxis.get_major_ticks(): |
|
390 | for tick in ax.yaxis.get_major_ticks(): | |
| 391 | tick.label.set_fontsize(ticksize) |
|
391 | tick.label.set_fontsize(ticksize) | |
| 392 |
|
392 | |||
| 393 | iplot = ax.lines[-1] |
|
393 | iplot = ax.lines[-1] | |
| 394 |
|
394 | |||
| 395 | if '0.' in matplotlib.__version__[0:2]: |
|
395 | if '0.' in matplotlib.__version__[0:2]: | |
| 396 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
396 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 397 | return iplot |
|
397 | return iplot | |
| 398 |
|
398 | |||
| 399 | if '1.0.' in matplotlib.__version__[0:4]: |
|
399 | if '1.0.' in matplotlib.__version__[0:4]: | |
| 400 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
400 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 401 | return iplot |
|
401 | return iplot | |
| 402 |
|
402 | |||
| 403 | if grid != None: |
|
403 | if grid != None: | |
| 404 | ax.grid(b=True, which='major', axis=grid) |
|
404 | ax.grid(b=True, which='major', axis=grid) | |
| 405 |
|
405 | |||
| 406 | matplotlib.pyplot.tight_layout() |
|
406 | matplotlib.pyplot.tight_layout() | |
| 407 |
|
407 | |||
| 408 | if XAxisAsTime: |
|
408 | if XAxisAsTime: | |
| 409 |
|
409 | |||
| 410 | func = lambda x, pos: ('%s') %(datetime.datetime.utcfromtimestamp(x).strftime("%H:%M:%S")) |
|
410 | func = lambda x, pos: ('%s') %(datetime.datetime.utcfromtimestamp(x).strftime("%H:%M:%S")) | |
| 411 | ax.xaxis.set_major_formatter(FuncFormatter(func)) |
|
411 | ax.xaxis.set_major_formatter(FuncFormatter(func)) | |
| 412 | ax.xaxis.set_major_locator(LinearLocator(7)) |
|
412 | ax.xaxis.set_major_locator(LinearLocator(7)) | |
| 413 |
|
413 | |||
| 414 | matplotlib.pyplot.ion() |
|
414 | matplotlib.pyplot.ion() | |
| 415 |
|
415 | |||
| 416 | return iplot |
|
416 | return iplot | |
| 417 |
|
417 | |||
| 418 | def pmultilineyaxis(iplot, x, y, xlabel='', ylabel='', title=''): |
|
418 | def pmultilineyaxis(iplot, x, y, xlabel='', ylabel='', title=''): | |
| 419 |
|
419 | |||
| 420 | ax = iplot.get_axes() |
|
420 | ax = iplot.get_axes() | |
| 421 | printLabels(ax, xlabel, ylabel, title) |
|
421 | printLabels(ax, xlabel, ylabel, title) | |
| 422 |
|
422 | |||
| 423 | for i in range(len(ax.lines)): |
|
423 | for i in range(len(ax.lines)): | |
| 424 | line = ax.lines[i] |
|
424 | line = ax.lines[i] | |
| 425 | line.set_data(x,y[i,:]) |
|
425 | line.set_data(x,y[i,:]) | |
| 426 |
|
426 | |||
| 427 | def createPolar(ax, x, y, |
|
427 | def createPolar(ax, x, y, | |
| 428 | xlabel='', ylabel='', title='', ticksize = 9, |
|
428 | xlabel='', ylabel='', title='', ticksize = 9, | |
| 429 | colormap='jet',cblabel='', cbsize="5%", |
|
429 | colormap='jet',cblabel='', cbsize="5%", | |
| 430 | XAxisAsTime=False): |
|
430 | XAxisAsTime=False): | |
| 431 |
|
431 | |||
| 432 | matplotlib.pyplot.ioff() |
|
432 | matplotlib.pyplot.ioff() | |
| 433 |
|
433 | |||
| 434 | ax.plot(x,y,'bo', markersize=5) |
|
434 | ax.plot(x,y,'bo', markersize=5) | |
| 435 | # ax.set_rmax(90) |
|
435 | # ax.set_rmax(90) | |
| 436 | ax.set_ylim(0,90) |
|
436 | ax.set_ylim(0,90) | |
| 437 | ax.set_yticks(numpy.arange(0,90,20)) |
|
437 | ax.set_yticks(numpy.arange(0,90,20)) | |
| 438 | # ax.text(0, -110, ylabel, rotation='vertical', va ='center', ha = 'center' ,size='11') |
|
438 | # ax.text(0, -110, ylabel, rotation='vertical', va ='center', ha = 'center' ,size='11') | |
| 439 | # ax.text(0, 50, ylabel, rotation='vertical', va ='center', ha = 'left' ,size='11') |
|
439 | # ax.text(0, 50, ylabel, rotation='vertical', va ='center', ha = 'left' ,size='11') | |
| 440 | # ax.text(100, 100, 'example', ha='left', va='center', rotation='vertical') |
|
440 | # ax.text(100, 100, 'example', ha='left', va='center', rotation='vertical') | |
| 441 | ax.yaxis.labelpad = 230 |
|
441 | ax.yaxis.labelpad = 230 | |
| 442 | printLabels(ax, xlabel, ylabel, title) |
|
442 | printLabels(ax, xlabel, ylabel, title) | |
| 443 | iplot = ax.lines[-1] |
|
443 | iplot = ax.lines[-1] | |
| 444 |
|
444 | |||
| 445 | if '0.' in matplotlib.__version__[0:2]: |
|
445 | if '0.' in matplotlib.__version__[0:2]: | |
| 446 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
446 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 447 | return iplot |
|
447 | return iplot | |
| 448 |
|
448 | |||
| 449 | if '1.0.' in matplotlib.__version__[0:4]: |
|
449 | if '1.0.' in matplotlib.__version__[0:4]: | |
| 450 | print "The matplotlib version has to be updated to 1.1 or newer" |
|
450 | print "The matplotlib version has to be updated to 1.1 or newer" | |
| 451 | return iplot |
|
451 | return iplot | |
| 452 |
|
452 | |||
| 453 | # if grid != None: |
|
453 | # if grid != None: | |
| 454 | # ax.grid(b=True, which='major', axis=grid) |
|
454 | # ax.grid(b=True, which='major', axis=grid) | |
| 455 |
|
455 | |||
| 456 | matplotlib.pyplot.tight_layout() |
|
456 | matplotlib.pyplot.tight_layout() | |
| 457 |
|
457 | |||
| 458 | matplotlib.pyplot.ion() |
|
458 | matplotlib.pyplot.ion() | |
| 459 |
|
459 | |||
| 460 |
|
460 | |||
| 461 | return iplot |
|
461 | return iplot | |
| 462 |
|
462 | |||
| 463 | def polar(iplot, x, y, xlabel='', ylabel='', title=''): |
|
463 | def polar(iplot, x, y, xlabel='', ylabel='', title=''): | |
| 464 |
|
464 | |||
| 465 | ax = iplot.get_axes() |
|
465 | ax = iplot.get_axes() | |
| 466 |
|
466 | |||
| 467 | # ax.text(0, -110, ylabel, rotation='vertical', va ='center', ha = 'center',size='11') |
|
467 | # ax.text(0, -110, ylabel, rotation='vertical', va ='center', ha = 'center',size='11') | |
| 468 | printLabels(ax, xlabel, ylabel, title) |
|
468 | printLabels(ax, xlabel, ylabel, title) | |
| 469 |
|
469 | |||
| 470 | set_linedata(ax, x, y, idline=0) |
|
470 | set_linedata(ax, x, y, idline=0) | |
| 471 |
|
471 | |||
| 472 | def draw(fig): |
|
472 | def draw(fig): | |
| 473 |
|
473 | |||
| 474 | if type(fig) == 'int': |
|
474 | if type(fig) == 'int': | |
| 475 | raise ValueError, "Error drawing: Fig parameter should be a matplotlib figure object figure" |
|
475 | raise ValueError, "Error drawing: Fig parameter should be a matplotlib figure object figure" | |
| 476 |
|
476 | |||
| 477 | fig.canvas.draw() |
|
477 | fig.canvas.draw() | |
| 478 |
|
478 | |||
| 479 | def pause(interval=0.000001): |
|
479 | def pause(interval=0.000001): | |
| 480 |
|
480 | |||
| 481 | matplotlib.pyplot.pause(interval) |
|
481 | matplotlib.pyplot.pause(interval) | |
| @@ -1,21 +1,20 | |||||
| 1 | ''' |
|
1 | ''' | |
| 2 |
|
2 | |||
| 3 | $Author: murco $ |
|
3 | $Author: murco $ | |
| 4 | $Id: JRODataIO.py 169 2012-11-19 21:57:03Z murco $ |
|
4 | $Id: JRODataIO.py 169 2012-11-19 21:57:03Z murco $ | |
| 5 | ''' |
|
5 | ''' | |
| 6 |
|
6 | |||
| 7 | from jroIO_voltage import * |
|
7 | from jroIO_voltage import * | |
| 8 | from jroIO_spectra import * |
|
8 | from jroIO_spectra import * | |
| 9 | from jroIO_heispectra import * |
|
9 | from jroIO_heispectra import * | |
| 10 | from jroIO_usrp import * |
|
10 | from jroIO_usrp import * | |
| 11 |
|
11 | |||
| 12 | from jroIO_kamisr import * |
|
12 | from jroIO_kamisr import * | |
| 13 | from jroIO_param import * |
|
13 | from jroIO_param import * | |
| 14 | from jroIO_hf import * |
|
14 | from jroIO_hf import * | |
| 15 |
|
15 | |||
| 16 | from jroIO_madrigal import * |
|
16 | from jroIO_madrigal import * | |
| 17 |
|
17 | |||
| 18 | from bltrIO_param import * |
|
18 | from bltrIO_param import * | |
| 19 | from jroIO_bltr import * |
|
19 | from jroIO_bltr import * | |
| 20 | from jroIO_mira35c import * |
|
20 | from jroIO_mira35c import * | |
| 21 |
|
||||
| @@ -1,1795 +1,1807 | |||||
| 1 | ''' |
|
1 | ''' | |
| 2 | Created on Jul 2, 2014 |
|
2 | Created on Jul 2, 2014 | |
| 3 |
|
3 | |||
| 4 | @author: roj-idl71 |
|
4 | @author: roj-idl71 | |
| 5 | ''' |
|
5 | ''' | |
| 6 | import os |
|
6 | import os | |
| 7 | import sys |
|
7 | import sys | |
| 8 | import glob |
|
8 | import glob | |
| 9 | import time |
|
9 | import time | |
| 10 | import numpy |
|
10 | import numpy | |
| 11 | import fnmatch |
|
11 | import fnmatch | |
| 12 | import inspect |
|
12 | import inspect | |
| 13 | import time, datetime |
|
13 | import time, datetime | |
| 14 | import traceback |
|
14 | import traceback | |
| 15 | import zmq |
|
15 | import zmq | |
| 16 |
|
16 | |||
| 17 | try: |
|
17 | try: | |
| 18 | from gevent import sleep |
|
18 | from gevent import sleep | |
| 19 | except: |
|
19 | except: | |
| 20 | from time import sleep |
|
20 | from time import sleep | |
| 21 |
|
21 | |||
| 22 | from schainpy.model.data.jroheaderIO import PROCFLAG, BasicHeader, SystemHeader, RadarControllerHeader, ProcessingHeader |
|
22 | from schainpy.model.data.jroheaderIO import PROCFLAG, BasicHeader, SystemHeader, RadarControllerHeader, ProcessingHeader | |
| 23 | from schainpy.model.data.jroheaderIO import get_dtype_index, get_numpy_dtype, get_procflag_dtype, get_dtype_width |
|
23 | from schainpy.model.data.jroheaderIO import get_dtype_index, get_numpy_dtype, get_procflag_dtype, get_dtype_width | |
| 24 |
|
24 | |||
| 25 | LOCALTIME = True |
|
25 | LOCALTIME = True | |
| 26 |
|
26 | |||
| 27 | def isNumber(cad): |
|
27 | def isNumber(cad): | |
| 28 | """ |
|
28 | """ | |
| 29 | Chequea si el conjunto de caracteres que componen un string puede ser convertidos a un numero. |
|
29 | Chequea si el conjunto de caracteres que componen un string puede ser convertidos a un numero. | |
| 30 |
|
30 | |||
| 31 | Excepciones: |
|
31 | Excepciones: | |
| 32 | Si un determinado string no puede ser convertido a numero |
|
32 | Si un determinado string no puede ser convertido a numero | |
| 33 | Input: |
|
33 | Input: | |
| 34 | str, string al cual se le analiza para determinar si convertible a un numero o no |
|
34 | str, string al cual se le analiza para determinar si convertible a un numero o no | |
| 35 |
|
35 | |||
| 36 | Return: |
|
36 | Return: | |
| 37 | True : si el string es uno numerico |
|
37 | True : si el string es uno numerico | |
| 38 | False : no es un string numerico |
|
38 | False : no es un string numerico | |
| 39 | """ |
|
39 | """ | |
| 40 | try: |
|
40 | try: | |
| 41 | float( cad ) |
|
41 | float( cad ) | |
| 42 | return True |
|
42 | return True | |
| 43 | except: |
|
43 | except: | |
| 44 | return False |
|
44 | return False | |
| 45 |
|
45 | |||
| 46 | def isFileInEpoch(filename, startUTSeconds, endUTSeconds): |
|
46 | def isFileInEpoch(filename, startUTSeconds, endUTSeconds): | |
| 47 | """ |
|
47 | """ | |
| 48 | Esta funcion determina si un archivo de datos se encuentra o no dentro del rango de fecha especificado. |
|
48 | Esta funcion determina si un archivo de datos se encuentra o no dentro del rango de fecha especificado. | |
| 49 |
|
49 | |||
| 50 | Inputs: |
|
50 | Inputs: | |
| 51 | filename : nombre completo del archivo de datos en formato Jicamarca (.r) |
|
51 | filename : nombre completo del archivo de datos en formato Jicamarca (.r) | |
| 52 |
|
52 | |||
| 53 | startUTSeconds : fecha inicial del rango seleccionado. La fecha esta dada en |
|
53 | startUTSeconds : fecha inicial del rango seleccionado. La fecha esta dada en | |
| 54 | segundos contados desde 01/01/1970. |
|
54 | segundos contados desde 01/01/1970. | |
| 55 | endUTSeconds : fecha final del rango seleccionado. La fecha esta dada en |
|
55 | endUTSeconds : fecha final del rango seleccionado. La fecha esta dada en | |
| 56 | segundos contados desde 01/01/1970. |
|
56 | segundos contados desde 01/01/1970. | |
| 57 |
|
57 | |||
| 58 | Return: |
|
58 | Return: | |
| 59 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de |
|
59 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de | |
| 60 | fecha especificado, de lo contrario retorna False. |
|
60 | fecha especificado, de lo contrario retorna False. | |
| 61 |
|
61 | |||
| 62 | Excepciones: |
|
62 | Excepciones: | |
| 63 | Si el archivo no existe o no puede ser abierto |
|
63 | Si el archivo no existe o no puede ser abierto | |
| 64 | Si la cabecera no puede ser leida. |
|
64 | Si la cabecera no puede ser leida. | |
| 65 |
|
65 | |||
| 66 | """ |
|
66 | """ | |
| 67 | basicHeaderObj = BasicHeader(LOCALTIME) |
|
67 | basicHeaderObj = BasicHeader(LOCALTIME) | |
| 68 |
|
68 | |||
| 69 | try: |
|
69 | try: | |
| 70 | fp = open(filename,'rb') |
|
70 | fp = open(filename,'rb') | |
| 71 | except IOError: |
|
71 | except IOError: | |
| 72 | print "The file %s can't be opened" %(filename) |
|
72 | print "The file %s can't be opened" %(filename) | |
| 73 | return 0 |
|
73 | return 0 | |
| 74 |
|
74 | |||
| 75 | sts = basicHeaderObj.read(fp) |
|
75 | sts = basicHeaderObj.read(fp) | |
| 76 | fp.close() |
|
76 | fp.close() | |
| 77 |
|
77 | |||
| 78 | if not(sts): |
|
78 | if not(sts): | |
| 79 | print "Skipping the file %s because it has not a valid header" %(filename) |
|
79 | print "Skipping the file %s because it has not a valid header" %(filename) | |
| 80 | return 0 |
|
80 | return 0 | |
| 81 |
|
81 | |||
| 82 | if not ((startUTSeconds <= basicHeaderObj.utc) and (endUTSeconds > basicHeaderObj.utc)): |
|
82 | if not ((startUTSeconds <= basicHeaderObj.utc) and (endUTSeconds > basicHeaderObj.utc)): | |
| 83 | return 0 |
|
83 | return 0 | |
| 84 |
|
84 | |||
| 85 | return 1 |
|
85 | return 1 | |
| 86 |
|
86 | |||
| 87 | def isTimeInRange(thisTime, startTime, endTime): |
|
87 | def isTimeInRange(thisTime, startTime, endTime): | |
| 88 |
|
88 | |||
| 89 | if endTime >= startTime: |
|
89 | if endTime >= startTime: | |
| 90 | if (thisTime < startTime) or (thisTime > endTime): |
|
90 | if (thisTime < startTime) or (thisTime > endTime): | |
| 91 | return 0 |
|
91 | return 0 | |
| 92 |
|
92 | |||
| 93 | return 1 |
|
93 | return 1 | |
| 94 | else: |
|
94 | else: | |
| 95 | if (thisTime < startTime) and (thisTime > endTime): |
|
95 | if (thisTime < startTime) and (thisTime > endTime): | |
| 96 | return 0 |
|
96 | return 0 | |
| 97 |
|
97 | |||
| 98 | return 1 |
|
98 | return 1 | |
| 99 |
|
99 | |||
| 100 | def isFileInTimeRange(filename, startDate, endDate, startTime, endTime): |
|
100 | def isFileInTimeRange(filename, startDate, endDate, startTime, endTime): | |
| 101 | """ |
|
101 | """ | |
| 102 | Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado. |
|
102 | Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado. | |
| 103 |
|
103 | |||
| 104 | Inputs: |
|
104 | Inputs: | |
| 105 | filename : nombre completo del archivo de datos en formato Jicamarca (.r) |
|
105 | filename : nombre completo del archivo de datos en formato Jicamarca (.r) | |
| 106 |
|
106 | |||
| 107 | startDate : fecha inicial del rango seleccionado en formato datetime.date |
|
107 | startDate : fecha inicial del rango seleccionado en formato datetime.date | |
| 108 |
|
108 | |||
| 109 | endDate : fecha final del rango seleccionado en formato datetime.date |
|
109 | endDate : fecha final del rango seleccionado en formato datetime.date | |
| 110 |
|
110 | |||
| 111 | startTime : tiempo inicial del rango seleccionado en formato datetime.time |
|
111 | startTime : tiempo inicial del rango seleccionado en formato datetime.time | |
| 112 |
|
112 | |||
| 113 | endTime : tiempo final del rango seleccionado en formato datetime.time |
|
113 | endTime : tiempo final del rango seleccionado en formato datetime.time | |
| 114 |
|
114 | |||
| 115 | Return: |
|
115 | Return: | |
| 116 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de |
|
116 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de | |
| 117 | fecha especificado, de lo contrario retorna False. |
|
117 | fecha especificado, de lo contrario retorna False. | |
| 118 |
|
118 | |||
| 119 | Excepciones: |
|
119 | Excepciones: | |
| 120 | Si el archivo no existe o no puede ser abierto |
|
120 | Si el archivo no existe o no puede ser abierto | |
| 121 | Si la cabecera no puede ser leida. |
|
121 | Si la cabecera no puede ser leida. | |
| 122 |
|
122 | |||
| 123 | """ |
|
123 | """ | |
| 124 |
|
124 | |||
| 125 |
|
125 | |||
| 126 | try: |
|
126 | try: | |
| 127 | fp = open(filename,'rb') |
|
127 | fp = open(filename,'rb') | |
| 128 | except IOError: |
|
128 | except IOError: | |
| 129 | print "The file %s can't be opened" %(filename) |
|
129 | print "The file %s can't be opened" %(filename) | |
| 130 | return None |
|
130 | return None | |
| 131 |
|
131 | |||
| 132 | firstBasicHeaderObj = BasicHeader(LOCALTIME) |
|
132 | firstBasicHeaderObj = BasicHeader(LOCALTIME) | |
| 133 | systemHeaderObj = SystemHeader() |
|
133 | systemHeaderObj = SystemHeader() | |
| 134 | radarControllerHeaderObj = RadarControllerHeader() |
|
134 | radarControllerHeaderObj = RadarControllerHeader() | |
| 135 | processingHeaderObj = ProcessingHeader() |
|
135 | processingHeaderObj = ProcessingHeader() | |
| 136 |
|
136 | |||
| 137 | lastBasicHeaderObj = BasicHeader(LOCALTIME) |
|
137 | lastBasicHeaderObj = BasicHeader(LOCALTIME) | |
| 138 |
|
138 | |||
| 139 | sts = firstBasicHeaderObj.read(fp) |
|
139 | sts = firstBasicHeaderObj.read(fp) | |
| 140 |
|
140 | |||
| 141 | if not(sts): |
|
141 | if not(sts): | |
| 142 | print "[Reading] Skipping the file %s because it has not a valid header" %(filename) |
|
142 | print "[Reading] Skipping the file %s because it has not a valid header" %(filename) | |
| 143 | return None |
|
143 | return None | |
| 144 |
|
144 | |||
| 145 | if not systemHeaderObj.read(fp): |
|
145 | if not systemHeaderObj.read(fp): | |
| 146 | return None |
|
146 | return None | |
| 147 |
|
147 | |||
| 148 | if not radarControllerHeaderObj.read(fp): |
|
148 | if not radarControllerHeaderObj.read(fp): | |
| 149 | return None |
|
149 | return None | |
| 150 |
|
150 | |||
| 151 | if not processingHeaderObj.read(fp): |
|
151 | if not processingHeaderObj.read(fp): | |
| 152 | return None |
|
152 | return None | |
| 153 |
|
153 | |||
| 154 | filesize = os.path.getsize(filename) |
|
154 | filesize = os.path.getsize(filename) | |
| 155 |
|
155 | |||
| 156 | offset = processingHeaderObj.blockSize + 24 #header size |
|
156 | offset = processingHeaderObj.blockSize + 24 #header size | |
| 157 |
|
157 | |||
| 158 | if filesize <= offset: |
|
158 | if filesize <= offset: | |
| 159 | print "[Reading] %s: This file has not enough data" %filename |
|
159 | print "[Reading] %s: This file has not enough data" %filename | |
| 160 | return None |
|
160 | return None | |
| 161 |
|
161 | |||
| 162 | fp.seek(-offset, 2) |
|
162 | fp.seek(-offset, 2) | |
| 163 |
|
163 | |||
| 164 | sts = lastBasicHeaderObj.read(fp) |
|
164 | sts = lastBasicHeaderObj.read(fp) | |
| 165 |
|
165 | |||
| 166 | fp.close() |
|
166 | fp.close() | |
| 167 |
|
167 | |||
| 168 | thisDatetime = lastBasicHeaderObj.datatime |
|
168 | thisDatetime = lastBasicHeaderObj.datatime | |
| 169 | thisTime_last_block = thisDatetime.time() |
|
169 | thisTime_last_block = thisDatetime.time() | |
| 170 |
|
170 | |||
| 171 | thisDatetime = firstBasicHeaderObj.datatime |
|
171 | thisDatetime = firstBasicHeaderObj.datatime | |
| 172 | thisDate = thisDatetime.date() |
|
172 | thisDate = thisDatetime.date() | |
| 173 | thisTime_first_block = thisDatetime.time() |
|
173 | thisTime_first_block = thisDatetime.time() | |
| 174 |
|
174 | |||
| 175 | #General case |
|
175 | #General case | |
| 176 | # o>>>>>>>>>>>>>><<<<<<<<<<<<<<o |
|
176 | # o>>>>>>>>>>>>>><<<<<<<<<<<<<<o | |
| 177 | #-----------o----------------------------o----------- |
|
177 | #-----------o----------------------------o----------- | |
| 178 | # startTime endTime |
|
178 | # startTime endTime | |
| 179 |
|
179 | |||
| 180 | if endTime >= startTime: |
|
180 | if endTime >= startTime: | |
| 181 | if (thisTime_last_block < startTime) or (thisTime_first_block > endTime): |
|
181 | if (thisTime_last_block < startTime) or (thisTime_first_block > endTime): | |
| 182 | return None |
|
182 | return None | |
| 183 |
|
183 | |||
| 184 | return thisDatetime |
|
184 | return thisDatetime | |
| 185 |
|
185 | |||
| 186 | #If endTime < startTime then endTime belongs to the next day |
|
186 | #If endTime < startTime then endTime belongs to the next day | |
| 187 |
|
187 | |||
| 188 |
|
188 | |||
| 189 | #<<<<<<<<<<<o o>>>>>>>>>>> |
|
189 | #<<<<<<<<<<<o o>>>>>>>>>>> | |
| 190 | #-----------o----------------------------o----------- |
|
190 | #-----------o----------------------------o----------- | |
| 191 | # endTime startTime |
|
191 | # endTime startTime | |
| 192 |
|
192 | |||
| 193 | if (thisDate == startDate) and (thisTime_last_block < startTime): |
|
193 | if (thisDate == startDate) and (thisTime_last_block < startTime): | |
| 194 | return None |
|
194 | return None | |
| 195 |
|
195 | |||
| 196 | if (thisDate == endDate) and (thisTime_first_block > endTime): |
|
196 | if (thisDate == endDate) and (thisTime_first_block > endTime): | |
| 197 | return None |
|
197 | return None | |
| 198 |
|
198 | |||
| 199 | if (thisTime_last_block < startTime) and (thisTime_first_block > endTime): |
|
199 | if (thisTime_last_block < startTime) and (thisTime_first_block > endTime): | |
| 200 | return None |
|
200 | return None | |
| 201 |
|
201 | |||
| 202 | return thisDatetime |
|
202 | return thisDatetime | |
| 203 |
|
203 | |||
| 204 | def isFolderInDateRange(folder, startDate=None, endDate=None): |
|
204 | def isFolderInDateRange(folder, startDate=None, endDate=None): | |
| 205 | """ |
|
205 | """ | |
| 206 | Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado. |
|
206 | Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado. | |
| 207 |
|
207 | |||
| 208 | Inputs: |
|
208 | Inputs: | |
| 209 | folder : nombre completo del directorio. |
|
209 | folder : nombre completo del directorio. | |
| 210 | Su formato deberia ser "/path_root/?YYYYDDD" |
|
210 | Su formato deberia ser "/path_root/?YYYYDDD" | |
| 211 |
|
211 | |||
| 212 | siendo: |
|
212 | siendo: | |
| 213 | YYYY : Anio (ejemplo 2015) |
|
213 | YYYY : Anio (ejemplo 2015) | |
| 214 | DDD : Dia del anio (ejemplo 305) |
|
214 | DDD : Dia del anio (ejemplo 305) | |
| 215 |
|
215 | |||
| 216 | startDate : fecha inicial del rango seleccionado en formato datetime.date |
|
216 | startDate : fecha inicial del rango seleccionado en formato datetime.date | |
| 217 |
|
217 | |||
| 218 | endDate : fecha final del rango seleccionado en formato datetime.date |
|
218 | endDate : fecha final del rango seleccionado en formato datetime.date | |
| 219 |
|
219 | |||
| 220 | Return: |
|
220 | Return: | |
| 221 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de |
|
221 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de | |
| 222 | fecha especificado, de lo contrario retorna False. |
|
222 | fecha especificado, de lo contrario retorna False. | |
| 223 | Excepciones: |
|
223 | Excepciones: | |
| 224 | Si el directorio no tiene el formato adecuado |
|
224 | Si el directorio no tiene el formato adecuado | |
| 225 | """ |
|
225 | """ | |
| 226 |
|
226 | |||
| 227 | basename = os.path.basename(folder) |
|
227 | basename = os.path.basename(folder) | |
| 228 |
|
228 | |||
| 229 | if not isRadarFolder(basename): |
|
229 | if not isRadarFolder(basename): | |
| 230 | print "The folder %s has not the rigth format" %folder |
|
230 | print "The folder %s has not the rigth format" %folder | |
| 231 | return 0 |
|
231 | return 0 | |
| 232 |
|
232 | |||
| 233 | if startDate and endDate: |
|
233 | if startDate and endDate: | |
| 234 | thisDate = getDateFromRadarFolder(basename) |
|
234 | thisDate = getDateFromRadarFolder(basename) | |
| 235 |
|
235 | |||
| 236 | if thisDate < startDate: |
|
236 | if thisDate < startDate: | |
| 237 | return 0 |
|
237 | return 0 | |
| 238 |
|
238 | |||
| 239 | if thisDate > endDate: |
|
239 | if thisDate > endDate: | |
| 240 | return 0 |
|
240 | return 0 | |
| 241 |
|
241 | |||
| 242 | return 1 |
|
242 | return 1 | |
| 243 |
|
243 | |||
| 244 | def isFileInDateRange(filename, startDate=None, endDate=None): |
|
244 | def isFileInDateRange(filename, startDate=None, endDate=None): | |
| 245 | """ |
|
245 | """ | |
| 246 | Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado. |
|
246 | Retorna 1 si el archivo de datos se encuentra dentro del rango de horas especificado. | |
| 247 |
|
247 | |||
| 248 | Inputs: |
|
248 | Inputs: | |
| 249 | filename : nombre completo del archivo de datos en formato Jicamarca (.r) |
|
249 | filename : nombre completo del archivo de datos en formato Jicamarca (.r) | |
| 250 |
|
250 | |||
| 251 | Su formato deberia ser "?YYYYDDDsss" |
|
251 | Su formato deberia ser "?YYYYDDDsss" | |
| 252 |
|
252 | |||
| 253 | siendo: |
|
253 | siendo: | |
| 254 | YYYY : Anio (ejemplo 2015) |
|
254 | YYYY : Anio (ejemplo 2015) | |
| 255 | DDD : Dia del anio (ejemplo 305) |
|
255 | DDD : Dia del anio (ejemplo 305) | |
| 256 | sss : set |
|
256 | sss : set | |
| 257 |
|
257 | |||
| 258 | startDate : fecha inicial del rango seleccionado en formato datetime.date |
|
258 | startDate : fecha inicial del rango seleccionado en formato datetime.date | |
| 259 |
|
259 | |||
| 260 | endDate : fecha final del rango seleccionado en formato datetime.date |
|
260 | endDate : fecha final del rango seleccionado en formato datetime.date | |
| 261 |
|
261 | |||
| 262 | Return: |
|
262 | Return: | |
| 263 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de |
|
263 | Boolean : Retorna True si el archivo de datos contiene datos en el rango de | |
| 264 | fecha especificado, de lo contrario retorna False. |
|
264 | fecha especificado, de lo contrario retorna False. | |
| 265 | Excepciones: |
|
265 | Excepciones: | |
| 266 | Si el archivo no tiene el formato adecuado |
|
266 | Si el archivo no tiene el formato adecuado | |
| 267 | """ |
|
267 | """ | |
| 268 |
|
268 | |||
| 269 | basename = os.path.basename(filename) |
|
269 | basename = os.path.basename(filename) | |
| 270 |
|
270 | |||
| 271 | if not isRadarFile(basename): |
|
271 | if not isRadarFile(basename): | |
| 272 | print "The filename %s has not the rigth format" %filename |
|
272 | print "The filename %s has not the rigth format" %filename | |
| 273 | return 0 |
|
273 | return 0 | |
| 274 |
|
274 | |||
| 275 | if startDate and endDate: |
|
275 | if startDate and endDate: | |
| 276 | thisDate = getDateFromRadarFile(basename) |
|
276 | thisDate = getDateFromRadarFile(basename) | |
| 277 |
|
277 | |||
| 278 | if thisDate < startDate: |
|
278 | if thisDate < startDate: | |
| 279 | return 0 |
|
279 | return 0 | |
| 280 |
|
280 | |||
| 281 | if thisDate > endDate: |
|
281 | if thisDate > endDate: | |
| 282 | return 0 |
|
282 | return 0 | |
| 283 |
|
283 | |||
| 284 | return 1 |
|
284 | return 1 | |
| 285 |
|
285 | |||
| 286 | def getFileFromSet(path, ext, set): |
|
286 | def getFileFromSet(path, ext, set): | |
| 287 | validFilelist = [] |
|
287 | validFilelist = [] | |
| 288 | fileList = os.listdir(path) |
|
288 | fileList = os.listdir(path) | |
| 289 |
|
289 | |||
| 290 | # 0 1234 567 89A BCDE |
|
290 | # 0 1234 567 89A BCDE | |
| 291 | # H YYYY DDD SSS .ext |
|
291 | # H YYYY DDD SSS .ext | |
| 292 |
|
292 | |||
| 293 | for thisFile in fileList: |
|
293 | for thisFile in fileList: | |
| 294 | try: |
|
294 | try: | |
| 295 | year = int(thisFile[1:5]) |
|
295 | year = int(thisFile[1:5]) | |
| 296 | doy = int(thisFile[5:8]) |
|
296 | doy = int(thisFile[5:8]) | |
| 297 | except: |
|
297 | except: | |
| 298 | continue |
|
298 | continue | |
| 299 |
|
299 | |||
| 300 | if (os.path.splitext(thisFile)[-1].lower() != ext.lower()): |
|
300 | if (os.path.splitext(thisFile)[-1].lower() != ext.lower()): | |
| 301 | continue |
|
301 | continue | |
| 302 |
|
302 | |||
| 303 | validFilelist.append(thisFile) |
|
303 | validFilelist.append(thisFile) | |
| 304 |
|
304 | |||
| 305 | myfile = fnmatch.filter(validFilelist,'*%4.4d%3.3d%3.3d*'%(year,doy,set)) |
|
305 | myfile = fnmatch.filter(validFilelist,'*%4.4d%3.3d%3.3d*'%(year,doy,set)) | |
| 306 |
|
306 | |||
| 307 | if len(myfile)!= 0: |
|
307 | if len(myfile)!= 0: | |
| 308 | return myfile[0] |
|
308 | return myfile[0] | |
| 309 | else: |
|
309 | else: | |
| 310 | filename = '*%4.4d%3.3d%3.3d%s'%(year,doy,set,ext.lower()) |
|
310 | filename = '*%4.4d%3.3d%3.3d%s'%(year,doy,set,ext.lower()) | |
| 311 | print 'the filename %s does not exist'%filename |
|
311 | print 'the filename %s does not exist'%filename | |
| 312 | print '...going to the last file: ' |
|
312 | print '...going to the last file: ' | |
| 313 |
|
313 | |||
| 314 | if validFilelist: |
|
314 | if validFilelist: | |
| 315 | validFilelist = sorted( validFilelist, key=str.lower ) |
|
315 | validFilelist = sorted( validFilelist, key=str.lower ) | |
| 316 | return validFilelist[-1] |
|
316 | return validFilelist[-1] | |
| 317 |
|
317 | |||
| 318 | return None |
|
318 | return None | |
| 319 |
|
319 | |||
| 320 | def getlastFileFromPath(path, ext): |
|
320 | def getlastFileFromPath(path, ext): | |
| 321 | """ |
|
321 | """ | |
| 322 | Depura el fileList dejando solo los que cumplan el formato de "PYYYYDDDSSS.ext" |
|
322 | Depura el fileList dejando solo los que cumplan el formato de "PYYYYDDDSSS.ext" | |
| 323 | al final de la depuracion devuelve el ultimo file de la lista que quedo. |
|
323 | al final de la depuracion devuelve el ultimo file de la lista que quedo. | |
| 324 |
|
324 | |||
| 325 | Input: |
|
325 | Input: | |
| 326 | fileList : lista conteniendo todos los files (sin path) que componen una determinada carpeta |
|
326 | fileList : lista conteniendo todos los files (sin path) que componen una determinada carpeta | |
| 327 | ext : extension de los files contenidos en una carpeta |
|
327 | ext : extension de los files contenidos en una carpeta | |
| 328 |
|
328 | |||
| 329 | Return: |
|
329 | Return: | |
| 330 | El ultimo file de una determinada carpeta, no se considera el path. |
|
330 | El ultimo file de una determinada carpeta, no se considera el path. | |
| 331 | """ |
|
331 | """ | |
| 332 | validFilelist = [] |
|
332 | validFilelist = [] | |
| 333 | fileList = os.listdir(path) |
|
333 | fileList = os.listdir(path) | |
| 334 |
|
334 | |||
| 335 | # 0 1234 567 89A BCDE |
|
335 | # 0 1234 567 89A BCDE | |
| 336 | # H YYYY DDD SSS .ext |
|
336 | # H YYYY DDD SSS .ext | |
| 337 |
|
337 | |||
| 338 | for thisFile in fileList: |
|
338 | for thisFile in fileList: | |
| 339 |
|
339 | |||
| 340 | year = thisFile[1:5] |
|
340 | year = thisFile[1:5] | |
| 341 | if not isNumber(year): |
|
341 | if not isNumber(year): | |
| 342 | continue |
|
342 | continue | |
| 343 |
|
343 | |||
| 344 | doy = thisFile[5:8] |
|
344 | doy = thisFile[5:8] | |
| 345 | if not isNumber(doy): |
|
345 | if not isNumber(doy): | |
| 346 | continue |
|
346 | continue | |
| 347 |
|
347 | |||
| 348 | year = int(year) |
|
348 | year = int(year) | |
| 349 | doy = int(doy) |
|
349 | doy = int(doy) | |
| 350 |
|
350 | |||
| 351 | if (os.path.splitext(thisFile)[-1].lower() != ext.lower()): |
|
351 | if (os.path.splitext(thisFile)[-1].lower() != ext.lower()): | |
| 352 | continue |
|
352 | continue | |
| 353 |
|
353 | |||
| 354 | validFilelist.append(thisFile) |
|
354 | validFilelist.append(thisFile) | |
| 355 |
|
355 | |||
| 356 | if validFilelist: |
|
356 | if validFilelist: | |
| 357 | validFilelist = sorted( validFilelist, key=str.lower ) |
|
357 | validFilelist = sorted( validFilelist, key=str.lower ) | |
| 358 | return validFilelist[-1] |
|
358 | return validFilelist[-1] | |
| 359 |
|
359 | |||
| 360 | return None |
|
360 | return None | |
| 361 |
|
361 | |||
| 362 | def checkForRealPath(path, foldercounter, year, doy, set, ext): |
|
362 | def checkForRealPath(path, foldercounter, year, doy, set, ext): | |
| 363 | """ |
|
363 | """ | |
| 364 | Por ser Linux Case Sensitive entonces checkForRealPath encuentra el nombre correcto de un path, |
|
364 | Por ser Linux Case Sensitive entonces checkForRealPath encuentra el nombre correcto de un path, | |
| 365 | Prueba por varias combinaciones de nombres entre mayusculas y minusculas para determinar |
|
365 | Prueba por varias combinaciones de nombres entre mayusculas y minusculas para determinar | |
| 366 | el path exacto de un determinado file. |
|
366 | el path exacto de un determinado file. | |
| 367 |
|
367 | |||
| 368 | Example : |
|
368 | Example : | |
| 369 | nombre correcto del file es .../.../D2009307/P2009307367.ext |
|
369 | nombre correcto del file es .../.../D2009307/P2009307367.ext | |
| 370 |
|
370 | |||
| 371 | Entonces la funcion prueba con las siguientes combinaciones |
|
371 | Entonces la funcion prueba con las siguientes combinaciones | |
| 372 | .../.../y2009307367.ext |
|
372 | .../.../y2009307367.ext | |
| 373 | .../.../Y2009307367.ext |
|
373 | .../.../Y2009307367.ext | |
| 374 | .../.../x2009307/y2009307367.ext |
|
374 | .../.../x2009307/y2009307367.ext | |
| 375 | .../.../x2009307/Y2009307367.ext |
|
375 | .../.../x2009307/Y2009307367.ext | |
| 376 | .../.../X2009307/y2009307367.ext |
|
376 | .../.../X2009307/y2009307367.ext | |
| 377 | .../.../X2009307/Y2009307367.ext |
|
377 | .../.../X2009307/Y2009307367.ext | |
| 378 | siendo para este caso, la ultima combinacion de letras, identica al file buscado |
|
378 | siendo para este caso, la ultima combinacion de letras, identica al file buscado | |
| 379 |
|
379 | |||
| 380 | Return: |
|
380 | Return: | |
| 381 | Si encuentra la cobinacion adecuada devuelve el path completo y el nombre del file |
|
381 | Si encuentra la cobinacion adecuada devuelve el path completo y el nombre del file | |
| 382 | caso contrario devuelve None como path y el la ultima combinacion de nombre en mayusculas |
|
382 | caso contrario devuelve None como path y el la ultima combinacion de nombre en mayusculas | |
| 383 | para el filename |
|
383 | para el filename | |
| 384 | """ |
|
384 | """ | |
| 385 | fullfilename = None |
|
385 | fullfilename = None | |
| 386 | find_flag = False |
|
386 | find_flag = False | |
| 387 | filename = None |
|
387 | filename = None | |
| 388 |
|
388 | |||
| 389 | prefixDirList = [None,'d','D'] |
|
389 | prefixDirList = [None,'d','D'] | |
| 390 | if ext.lower() == ".r": #voltage |
|
390 | if ext.lower() == ".r": #voltage | |
| 391 | prefixFileList = ['d','D'] |
|
391 | prefixFileList = ['d','D'] | |
| 392 | elif ext.lower() == ".pdata": #spectra |
|
392 | elif ext.lower() == ".pdata": #spectra | |
| 393 | prefixFileList = ['p','P'] |
|
393 | prefixFileList = ['p','P'] | |
| 394 | else: |
|
394 | else: | |
| 395 | return None, filename |
|
395 | return None, filename | |
| 396 |
|
396 | |||
| 397 | #barrido por las combinaciones posibles |
|
397 | #barrido por las combinaciones posibles | |
| 398 | for prefixDir in prefixDirList: |
|
398 | for prefixDir in prefixDirList: | |
| 399 | thispath = path |
|
399 | thispath = path | |
| 400 | if prefixDir != None: |
|
400 | if prefixDir != None: | |
| 401 | #formo el nombre del directorio xYYYYDDD (x=d o x=D) |
|
401 | #formo el nombre del directorio xYYYYDDD (x=d o x=D) | |
| 402 | if foldercounter == 0: |
|
402 | if foldercounter == 0: | |
| 403 | thispath = os.path.join(path, "%s%04d%03d" % ( prefixDir, year, doy )) |
|
403 | thispath = os.path.join(path, "%s%04d%03d" % ( prefixDir, year, doy )) | |
| 404 | else: |
|
404 | else: | |
| 405 | thispath = os.path.join(path, "%s%04d%03d_%02d" % ( prefixDir, year, doy , foldercounter)) |
|
405 | thispath = os.path.join(path, "%s%04d%03d_%02d" % ( prefixDir, year, doy , foldercounter)) | |
| 406 | for prefixFile in prefixFileList: #barrido por las dos combinaciones posibles de "D" |
|
406 | for prefixFile in prefixFileList: #barrido por las dos combinaciones posibles de "D" | |
| 407 | filename = "%s%04d%03d%03d%s" % ( prefixFile, year, doy, set, ext ) #formo el nombre del file xYYYYDDDSSS.ext |
|
407 | filename = "%s%04d%03d%03d%s" % ( prefixFile, year, doy, set, ext ) #formo el nombre del file xYYYYDDDSSS.ext | |
| 408 | fullfilename = os.path.join( thispath, filename ) #formo el path completo |
|
408 | fullfilename = os.path.join( thispath, filename ) #formo el path completo | |
| 409 |
|
409 | |||
| 410 | if os.path.exists( fullfilename ): #verifico que exista |
|
410 | if os.path.exists( fullfilename ): #verifico que exista | |
| 411 | find_flag = True |
|
411 | find_flag = True | |
| 412 | break |
|
412 | break | |
| 413 | if find_flag: |
|
413 | if find_flag: | |
| 414 | break |
|
414 | break | |
| 415 |
|
415 | |||
| 416 | if not(find_flag): |
|
416 | if not(find_flag): | |
| 417 | return None, filename |
|
417 | return None, filename | |
| 418 |
|
418 | |||
| 419 | return fullfilename, filename |
|
419 | return fullfilename, filename | |
| 420 |
|
420 | |||
| 421 | def isRadarFolder(folder): |
|
421 | def isRadarFolder(folder): | |
| 422 | try: |
|
422 | try: | |
| 423 | year = int(folder[1:5]) |
|
423 | year = int(folder[1:5]) | |
| 424 | doy = int(folder[5:8]) |
|
424 | doy = int(folder[5:8]) | |
| 425 | except: |
|
425 | except: | |
| 426 | return 0 |
|
426 | return 0 | |
| 427 |
|
427 | |||
| 428 | return 1 |
|
428 | return 1 | |
| 429 |
|
429 | |||
| 430 | def isRadarFile(file): |
|
430 | def isRadarFile(file): | |
| 431 | try: |
|
431 | try: | |
| 432 | year = int(file[1:5]) |
|
432 | year = int(file[1:5]) | |
| 433 | doy = int(file[5:8]) |
|
433 | doy = int(file[5:8]) | |
| 434 | set = int(file[8:11]) |
|
434 | set = int(file[8:11]) | |
| 435 | except: |
|
435 | except: | |
| 436 | return 0 |
|
436 | return 0 | |
| 437 |
|
437 | |||
| 438 | return 1 |
|
438 | return 1 | |
| 439 |
|
439 | |||
| 440 | def getDateFromRadarFile(file): |
|
440 | def getDateFromRadarFile(file): | |
| 441 | try: |
|
441 | try: | |
| 442 | year = int(file[1:5]) |
|
442 | year = int(file[1:5]) | |
| 443 | doy = int(file[5:8]) |
|
443 | doy = int(file[5:8]) | |
| 444 | set = int(file[8:11]) |
|
444 | set = int(file[8:11]) | |
| 445 | except: |
|
445 | except: | |
| 446 | return None |
|
446 | return None | |
| 447 |
|
447 | |||
| 448 | thisDate = datetime.date(year, 1, 1) + datetime.timedelta(doy-1) |
|
448 | thisDate = datetime.date(year, 1, 1) + datetime.timedelta(doy-1) | |
| 449 | return thisDate |
|
449 | return thisDate | |
| 450 |
|
450 | |||
| 451 | def getDateFromRadarFolder(folder): |
|
451 | def getDateFromRadarFolder(folder): | |
| 452 | try: |
|
452 | try: | |
| 453 | year = int(folder[1:5]) |
|
453 | year = int(folder[1:5]) | |
| 454 | doy = int(folder[5:8]) |
|
454 | doy = int(folder[5:8]) | |
| 455 | except: |
|
455 | except: | |
| 456 | return None |
|
456 | return None | |
| 457 |
|
457 | |||
| 458 | thisDate = datetime.date(year, 1, 1) + datetime.timedelta(doy-1) |
|
458 | thisDate = datetime.date(year, 1, 1) + datetime.timedelta(doy-1) | |
| 459 | return thisDate |
|
459 | return thisDate | |
| 460 |
|
460 | |||
| 461 | class JRODataIO: |
|
461 | class JRODataIO: | |
| 462 |
|
462 | |||
| 463 | c = 3E8 |
|
463 | c = 3E8 | |
| 464 |
|
464 | |||
| 465 | isConfig = False |
|
465 | isConfig = False | |
| 466 |
|
466 | |||
| 467 | basicHeaderObj = None |
|
467 | basicHeaderObj = None | |
| 468 |
|
468 | |||
| 469 | systemHeaderObj = None |
|
469 | systemHeaderObj = None | |
| 470 |
|
470 | |||
| 471 | radarControllerHeaderObj = None |
|
471 | radarControllerHeaderObj = None | |
| 472 |
|
472 | |||
| 473 | processingHeaderObj = None |
|
473 | processingHeaderObj = None | |
| 474 |
|
474 | |||
| 475 | dtype = None |
|
475 | dtype = None | |
| 476 |
|
476 | |||
| 477 | pathList = [] |
|
477 | pathList = [] | |
| 478 |
|
478 | |||
| 479 | filenameList = [] |
|
479 | filenameList = [] | |
| 480 |
|
480 | |||
| 481 | filename = None |
|
481 | filename = None | |
| 482 |
|
482 | |||
| 483 | ext = None |
|
483 | ext = None | |
| 484 |
|
484 | |||
| 485 | flagIsNewFile = 1 |
|
485 | flagIsNewFile = 1 | |
| 486 |
|
486 | |||
| 487 | flagDiscontinuousBlock = 0 |
|
487 | flagDiscontinuousBlock = 0 | |
| 488 |
|
488 | |||
| 489 | flagIsNewBlock = 0 |
|
489 | flagIsNewBlock = 0 | |
| 490 |
|
490 | |||
| 491 | fp = None |
|
491 | fp = None | |
| 492 |
|
492 | |||
| 493 | firstHeaderSize = 0 |
|
493 | firstHeaderSize = 0 | |
| 494 |
|
494 | |||
| 495 | basicHeaderSize = 24 |
|
495 | basicHeaderSize = 24 | |
| 496 |
|
496 | |||
| 497 | versionFile = 1103 |
|
497 | versionFile = 1103 | |
| 498 |
|
498 | |||
| 499 | fileSize = None |
|
499 | fileSize = None | |
| 500 |
|
500 | |||
| 501 | # ippSeconds = None |
|
501 | # ippSeconds = None | |
| 502 |
|
502 | |||
| 503 | fileSizeByHeader = None |
|
503 | fileSizeByHeader = None | |
| 504 |
|
504 | |||
| 505 | fileIndex = None |
|
505 | fileIndex = None | |
| 506 |
|
506 | |||
| 507 | profileIndex = None |
|
507 | profileIndex = None | |
| 508 |
|
508 | |||
| 509 | blockIndex = None |
|
509 | blockIndex = None | |
| 510 |
|
510 | |||
| 511 | nTotalBlocks = None |
|
511 | nTotalBlocks = None | |
| 512 |
|
512 | |||
| 513 | maxTimeStep = 30 |
|
513 | maxTimeStep = 30 | |
| 514 |
|
514 | |||
| 515 | lastUTTime = None |
|
515 | lastUTTime = None | |
| 516 |
|
516 | |||
| 517 | datablock = None |
|
517 | datablock = None | |
| 518 |
|
518 | |||
| 519 | dataOut = None |
|
519 | dataOut = None | |
| 520 |
|
520 | |||
| 521 | blocksize = None |
|
521 | blocksize = None | |
| 522 |
|
522 | |||
| 523 | getByBlock = False |
|
523 | getByBlock = False | |
| 524 |
|
524 | |||
| 525 | def __init__(self): |
|
525 | def __init__(self): | |
| 526 |
|
526 | |||
| 527 | raise NotImplementedError |
|
527 | raise NotImplementedError | |
| 528 |
|
528 | |||
| 529 | def run(self): |
|
529 | def run(self): | |
| 530 |
|
530 | |||
| 531 | raise NotImplementedError |
|
531 | raise NotImplementedError | |
| 532 |
|
532 | |||
| 533 | def getDtypeWidth(self): |
|
533 | def getDtypeWidth(self): | |
| 534 |
|
534 | |||
| 535 | dtype_index = get_dtype_index(self.dtype) |
|
535 | dtype_index = get_dtype_index(self.dtype) | |
| 536 | dtype_width = get_dtype_width(dtype_index) |
|
536 | dtype_width = get_dtype_width(dtype_index) | |
| 537 |
|
537 | |||
| 538 | return dtype_width |
|
538 | return dtype_width | |
| 539 |
|
539 | |||
| 540 | def getAllowedArgs(self): |
|
540 | def getAllowedArgs(self): | |
| 541 | return inspect.getargspec(self.run).args |
|
541 | return inspect.getargspec(self.run).args | |
| 542 |
|
542 | |||
| 543 | class JRODataReader(JRODataIO): |
|
543 | class JRODataReader(JRODataIO): | |
| 544 |
|
544 | |||
| 545 | online = 0 |
|
545 | online = 0 | |
| 546 |
|
546 | |||
| 547 | realtime = 0 |
|
547 | realtime = 0 | |
| 548 |
|
548 | |||
| 549 | nReadBlocks = 0 |
|
549 | nReadBlocks = 0 | |
| 550 |
|
550 | |||
| 551 | delay = 10 #number of seconds waiting a new file |
|
551 | delay = 10 #number of seconds waiting a new file | |
| 552 |
|
552 | |||
| 553 | nTries = 3 #quantity tries |
|
553 | nTries = 3 #quantity tries | |
| 554 |
|
554 | |||
| 555 | nFiles = 3 #number of files for searching |
|
555 | nFiles = 3 #number of files for searching | |
| 556 |
|
556 | |||
| 557 | path = None |
|
557 | path = None | |
| 558 |
|
558 | |||
| 559 | foldercounter = 0 |
|
559 | foldercounter = 0 | |
| 560 |
|
560 | |||
| 561 | flagNoMoreFiles = 0 |
|
561 | flagNoMoreFiles = 0 | |
| 562 |
|
562 | |||
| 563 | datetimeList = [] |
|
563 | datetimeList = [] | |
| 564 |
|
564 | |||
| 565 | __isFirstTimeOnline = 1 |
|
565 | __isFirstTimeOnline = 1 | |
| 566 |
|
566 | |||
| 567 | __printInfo = True |
|
567 | __printInfo = True | |
| 568 |
|
568 | |||
| 569 | profileIndex = None |
|
569 | profileIndex = None | |
| 570 |
|
570 | |||
| 571 | nTxs = 1 |
|
571 | nTxs = 1 | |
| 572 |
|
572 | |||
| 573 | txIndex = None |
|
573 | txIndex = None | |
| 574 |
|
574 | |||
| 575 | #Added-------------------- |
|
575 | #Added-------------------- | |
| 576 |
|
576 | |||
| 577 | selBlocksize = None |
|
577 | selBlocksize = None | |
| 578 |
|
578 | |||
| 579 | selBlocktime = None |
|
579 | selBlocktime = None | |
| 580 |
|
580 | |||
| 581 | def __init__(self): |
|
581 | def __init__(self): | |
| 582 |
|
582 | |||
| 583 | """ |
|
583 | """ | |
| 584 | This class is used to find data files |
|
584 | This class is used to find data files | |
| 585 |
|
585 | |||
| 586 | Example: |
|
586 | Example: | |
| 587 | reader = JRODataReader() |
|
587 | reader = JRODataReader() | |
| 588 | fileList = reader.findDataFiles() |
|
588 | fileList = reader.findDataFiles() | |
| 589 |
|
589 | |||
| 590 | """ |
|
590 | """ | |
| 591 | pass |
|
591 | pass | |
| 592 |
|
592 | |||
| 593 |
|
593 | |||
| 594 | def createObjByDefault(self): |
|
594 | def createObjByDefault(self): | |
| 595 | """ |
|
595 | """ | |
| 596 |
|
596 | |||
| 597 | """ |
|
597 | """ | |
| 598 | raise NotImplementedError |
|
598 | raise NotImplementedError | |
| 599 |
|
599 | |||
| 600 | def getBlockDimension(self): |
|
600 | def getBlockDimension(self): | |
| 601 |
|
601 | |||
| 602 | raise NotImplementedError |
|
602 | raise NotImplementedError | |
| 603 |
|
603 | |||
| 604 | def searchFilesOffLine(self, |
|
604 | def searchFilesOffLine(self, | |
| 605 | path, |
|
605 | path, | |
| 606 | startDate=None, |
|
606 | startDate=None, | |
| 607 | endDate=None, |
|
607 | endDate=None, | |
| 608 | startTime=datetime.time(0,0,0), |
|
608 | startTime=datetime.time(0,0,0), | |
| 609 | endTime=datetime.time(23,59,59), |
|
609 | endTime=datetime.time(23,59,59), | |
| 610 | set=None, |
|
610 | set=None, | |
| 611 | expLabel='', |
|
611 | expLabel='', | |
| 612 | ext='.r', |
|
612 | ext='.r', | |
| 613 | cursor=None, |
|
613 | cursor=None, | |
| 614 | skip=None, |
|
614 | skip=None, | |
| 615 | walk=True): |
|
615 | walk=True): | |
| 616 |
|
616 | |||
| 617 | self.filenameList = [] |
|
617 | self.filenameList = [] | |
| 618 | self.datetimeList = [] |
|
618 | self.datetimeList = [] | |
| 619 |
|
619 | |||
| 620 | pathList = [] |
|
620 | pathList = [] | |
| 621 |
|
621 | |||
| 622 | dateList, pathList = self.findDatafiles(path, startDate, endDate, expLabel, ext, walk, include_path=True) |
|
622 | dateList, pathList = self.findDatafiles(path, startDate, endDate, expLabel, ext, walk, include_path=True) | |
| 623 |
|
623 | |||
| 624 | if dateList == []: |
|
624 | if dateList == []: | |
| 625 | return [], [] |
|
625 | return [], [] | |
| 626 |
|
626 | |||
| 627 | if len(dateList) > 1: |
|
627 | if len(dateList) > 1: | |
| 628 | print "[Reading] Data found for date range [%s - %s]: total days = %d" %(startDate, endDate, len(dateList)) |
|
628 | print "[Reading] Data found for date range [%s - %s]: total days = %d" %(startDate, endDate, len(dateList)) | |
| 629 | else: |
|
629 | else: | |
| 630 | print "[Reading] Data found for date range [%s - %s]: date = %s" %(startDate, endDate, dateList[0]) |
|
630 | print "[Reading] Data found for date range [%s - %s]: date = %s" %(startDate, endDate, dateList[0]) | |
| 631 |
|
631 | |||
| 632 | filenameList = [] |
|
632 | filenameList = [] | |
| 633 | datetimeList = [] |
|
633 | datetimeList = [] | |
| 634 |
|
634 | |||
| 635 | for thisPath in pathList: |
|
635 | for thisPath in pathList: | |
| 636 |
|
636 | |||
| 637 | fileList = glob.glob1(thisPath, "*%s" %ext) |
|
637 | fileList = glob.glob1(thisPath, "*%s" %ext) | |
| 638 | fileList.sort() |
|
638 | fileList.sort() | |
| 639 |
|
639 | |||
| 640 | skippedFileList = [] |
|
640 | skippedFileList = [] | |
| 641 |
|
641 | |||
| 642 | if cursor is not None and skip is not None: |
|
642 | if cursor is not None and skip is not None: | |
| 643 |
|
643 | |||
| 644 | if skip == 0: |
|
644 | if skip == 0: | |
| 645 | skippedFileList = [] |
|
645 | skippedFileList = [] | |
| 646 | else: |
|
646 | else: | |
| 647 | skippedFileList = fileList[cursor*skip: cursor*skip + skip] |
|
647 | skippedFileList = fileList[cursor*skip: cursor*skip + skip] | |
| 648 |
|
648 | |||
| 649 | else: |
|
649 | else: | |
| 650 | skippedFileList = fileList |
|
650 | skippedFileList = fileList | |
| 651 |
|
651 | |||
| 652 | for file in skippedFileList: |
|
652 | for file in skippedFileList: | |
| 653 |
|
653 | |||
| 654 | filename = os.path.join(thisPath,file) |
|
654 | filename = os.path.join(thisPath,file) | |
| 655 |
|
655 | |||
| 656 | if not isFileInDateRange(filename, startDate, endDate): |
|
656 | if not isFileInDateRange(filename, startDate, endDate): | |
| 657 | continue |
|
657 | continue | |
| 658 |
|
658 | |||
| 659 | thisDatetime = isFileInTimeRange(filename, startDate, endDate, startTime, endTime) |
|
659 | thisDatetime = isFileInTimeRange(filename, startDate, endDate, startTime, endTime) | |
| 660 |
|
660 | |||
| 661 | if not(thisDatetime): |
|
661 | if not(thisDatetime): | |
| 662 | continue |
|
662 | continue | |
| 663 |
|
663 | |||
| 664 | filenameList.append(filename) |
|
664 | filenameList.append(filename) | |
| 665 | datetimeList.append(thisDatetime) |
|
665 | datetimeList.append(thisDatetime) | |
| 666 |
|
666 | |||
| 667 | if not(filenameList): |
|
667 | if not(filenameList): | |
| 668 | print "[Reading] Time range selected invalid [%s - %s]: No *%s files in %s)" %(startTime, endTime, ext, path) |
|
668 | print "[Reading] Time range selected invalid [%s - %s]: No *%s files in %s)" %(startTime, endTime, ext, path) | |
| 669 | return [], [] |
|
669 | return [], [] | |
| 670 |
|
670 | |||
| 671 | print "[Reading] %d file(s) was(were) found in time range: %s - %s" %(len(filenameList), startTime, endTime) |
|
671 | print "[Reading] %d file(s) was(were) found in time range: %s - %s" %(len(filenameList), startTime, endTime) | |
| 672 |
|
672 | |||
| 673 |
|
673 | |||
| 674 | # for i in range(len(filenameList)): |
|
674 | # for i in range(len(filenameList)): | |
| 675 | # print "[Reading] %s -> [%s]" %(filenameList[i], datetimeList[i].ctime()) |
|
675 | # print "[Reading] %s -> [%s]" %(filenameList[i], datetimeList[i].ctime()) | |
| 676 |
|
676 | |||
| 677 | self.filenameList = filenameList |
|
677 | self.filenameList = filenameList | |
| 678 | self.datetimeList = datetimeList |
|
678 | self.datetimeList = datetimeList | |
| 679 |
|
679 | |||
| 680 | return pathList, filenameList |
|
680 | return pathList, filenameList | |
| 681 |
|
681 | |||
| 682 | def __searchFilesOnLine(self, path, expLabel = "", ext = None, walk=True, set=None): |
|
682 | def __searchFilesOnLine(self, path, expLabel = "", ext = None, walk=True, set=None): | |
| 683 |
|
683 | |||
| 684 | """ |
|
684 | """ | |
| 685 | Busca el ultimo archivo de la ultima carpeta (determinada o no por startDateTime) y |
|
685 | Busca el ultimo archivo de la ultima carpeta (determinada o no por startDateTime) y | |
| 686 | devuelve el archivo encontrado ademas de otros datos. |
|
686 | devuelve el archivo encontrado ademas de otros datos. | |
| 687 |
|
687 | |||
| 688 | Input: |
|
688 | Input: | |
| 689 | path : carpeta donde estan contenidos los files que contiene data |
|
689 | path : carpeta donde estan contenidos los files que contiene data | |
| 690 |
|
690 | |||
| 691 | expLabel : Nombre del subexperimento (subfolder) |
|
691 | expLabel : Nombre del subexperimento (subfolder) | |
| 692 |
|
692 | |||
| 693 | ext : extension de los files |
|
693 | ext : extension de los files | |
| 694 |
|
694 | |||
| 695 | walk : Si es habilitado no realiza busquedas dentro de los ubdirectorios (doypath) |
|
695 | walk : Si es habilitado no realiza busquedas dentro de los ubdirectorios (doypath) | |
| 696 |
|
696 | |||
| 697 | Return: |
|
697 | Return: | |
| 698 | directory : eL directorio donde esta el file encontrado |
|
698 | directory : eL directorio donde esta el file encontrado | |
| 699 | filename : el ultimo file de una determinada carpeta |
|
699 | filename : el ultimo file de una determinada carpeta | |
| 700 | year : el anho |
|
700 | year : el anho | |
| 701 | doy : el numero de dia del anho |
|
701 | doy : el numero de dia del anho | |
| 702 | set : el set del archivo |
|
702 | set : el set del archivo | |
| 703 |
|
703 | |||
| 704 |
|
704 | |||
| 705 | """ |
|
705 | """ | |
| 706 | if not os.path.isdir(path): |
|
706 | if not os.path.isdir(path): | |
| 707 | return None, None, None, None, None, None |
|
707 | return None, None, None, None, None, None | |
| 708 |
|
708 | |||
| 709 | dirList = [] |
|
709 | dirList = [] | |
| 710 |
|
710 | |||
| 711 | if not walk: |
|
711 | if not walk: | |
| 712 | fullpath = path |
|
712 | fullpath = path | |
| 713 | foldercounter = 0 |
|
713 | foldercounter = 0 | |
| 714 | else: |
|
714 | else: | |
| 715 | #Filtra solo los directorios |
|
715 | #Filtra solo los directorios | |
| 716 | for thisPath in os.listdir(path): |
|
716 | for thisPath in os.listdir(path): | |
| 717 | if not os.path.isdir(os.path.join(path,thisPath)): |
|
717 | if not os.path.isdir(os.path.join(path,thisPath)): | |
| 718 | continue |
|
718 | continue | |
| 719 | if not isRadarFolder(thisPath): |
|
719 | if not isRadarFolder(thisPath): | |
| 720 | continue |
|
720 | continue | |
| 721 |
|
721 | |||
| 722 | dirList.append(thisPath) |
|
722 | dirList.append(thisPath) | |
| 723 |
|
723 | |||
| 724 | if not(dirList): |
|
724 | if not(dirList): | |
| 725 | return None, None, None, None, None, None |
|
725 | return None, None, None, None, None, None | |
| 726 |
|
726 | |||
| 727 | dirList = sorted( dirList, key=str.lower ) |
|
727 | dirList = sorted( dirList, key=str.lower ) | |
| 728 |
|
728 | |||
| 729 | doypath = dirList[-1] |
|
729 | doypath = dirList[-1] | |
| 730 | foldercounter = int(doypath.split('_')[1]) if len(doypath.split('_'))>1 else 0 |
|
730 | foldercounter = int(doypath.split('_')[1]) if len(doypath.split('_'))>1 else 0 | |
| 731 | fullpath = os.path.join(path, doypath, expLabel) |
|
731 | fullpath = os.path.join(path, doypath, expLabel) | |
| 732 |
|
732 | |||
| 733 |
|
733 | |||
| 734 | print "[Reading] %s folder was found: " %(fullpath ) |
|
734 | print "[Reading] %s folder was found: " %(fullpath ) | |
| 735 |
|
735 | |||
| 736 | if set == None: |
|
736 | if set == None: | |
| 737 | filename = getlastFileFromPath(fullpath, ext) |
|
737 | filename = getlastFileFromPath(fullpath, ext) | |
| 738 | else: |
|
738 | else: | |
| 739 | filename = getFileFromSet(fullpath, ext, set) |
|
739 | filename = getFileFromSet(fullpath, ext, set) | |
| 740 |
|
740 | |||
| 741 | if not(filename): |
|
741 | if not(filename): | |
| 742 | return None, None, None, None, None, None |
|
742 | return None, None, None, None, None, None | |
| 743 |
|
743 | |||
| 744 | print "[Reading] %s file was found" %(filename) |
|
744 | print "[Reading] %s file was found" %(filename) | |
| 745 |
|
745 | |||
| 746 | if not(self.__verifyFile(os.path.join(fullpath, filename))): |
|
746 | if not(self.__verifyFile(os.path.join(fullpath, filename))): | |
| 747 | return None, None, None, None, None, None |
|
747 | return None, None, None, None, None, None | |
| 748 |
|
748 | |||
| 749 | year = int( filename[1:5] ) |
|
749 | year = int( filename[1:5] ) | |
| 750 | doy = int( filename[5:8] ) |
|
750 | doy = int( filename[5:8] ) | |
| 751 | set = int( filename[8:11] ) |
|
751 | set = int( filename[8:11] ) | |
| 752 |
|
752 | |||
| 753 | return fullpath, foldercounter, filename, year, doy, set |
|
753 | return fullpath, foldercounter, filename, year, doy, set | |
| 754 |
|
754 | |||
| 755 | def __setNextFileOffline(self): |
|
755 | def __setNextFileOffline(self): | |
| 756 |
|
756 | |||
| 757 | idFile = self.fileIndex |
|
757 | idFile = self.fileIndex | |
| 758 |
|
758 | |||
| 759 | while (True): |
|
759 | while (True): | |
| 760 | idFile += 1 |
|
760 | idFile += 1 | |
| 761 | if not(idFile < len(self.filenameList)): |
|
761 | if not(idFile < len(self.filenameList)): | |
| 762 | self.flagNoMoreFiles = 1 |
|
762 | self.flagNoMoreFiles = 1 | |
| 763 | # print "[Reading] No more Files" |
|
763 | # print "[Reading] No more Files" | |
| 764 | return 0 |
|
764 | return 0 | |
| 765 |
|
765 | |||
| 766 | filename = self.filenameList[idFile] |
|
766 | filename = self.filenameList[idFile] | |
| 767 |
|
767 | |||
| 768 | if not(self.__verifyFile(filename)): |
|
768 | if not(self.__verifyFile(filename)): | |
| 769 | continue |
|
769 | continue | |
| 770 |
|
770 | |||
| 771 | fileSize = os.path.getsize(filename) |
|
771 | fileSize = os.path.getsize(filename) | |
| 772 | fp = open(filename,'rb') |
|
772 | fp = open(filename,'rb') | |
| 773 | break |
|
773 | break | |
| 774 |
|
774 | |||
| 775 | self.flagIsNewFile = 1 |
|
775 | self.flagIsNewFile = 1 | |
| 776 | self.fileIndex = idFile |
|
776 | self.fileIndex = idFile | |
| 777 | self.filename = filename |
|
777 | self.filename = filename | |
| 778 | self.fileSize = fileSize |
|
778 | self.fileSize = fileSize | |
| 779 | self.fp = fp |
|
779 | self.fp = fp | |
| 780 |
|
780 | |||
| 781 | # print "[Reading] Setting the file: %s"%self.filename |
|
781 | # print "[Reading] Setting the file: %s"%self.filename | |
| 782 |
|
782 | |||
| 783 | return 1 |
|
783 | return 1 | |
| 784 |
|
784 | |||
| 785 | def __setNextFileOnline(self): |
|
785 | def __setNextFileOnline(self): | |
| 786 | """ |
|
786 | """ | |
| 787 | Busca el siguiente file que tenga suficiente data para ser leida, dentro de un folder especifico, si |
|
787 | Busca el siguiente file que tenga suficiente data para ser leida, dentro de un folder especifico, si | |
| 788 | no encuentra un file valido espera un tiempo determinado y luego busca en los posibles n files |
|
788 | no encuentra un file valido espera un tiempo determinado y luego busca en los posibles n files | |
| 789 | siguientes. |
|
789 | siguientes. | |
| 790 |
|
790 | |||
| 791 | Affected: |
|
791 | Affected: | |
| 792 | self.flagIsNewFile |
|
792 | self.flagIsNewFile | |
| 793 | self.filename |
|
793 | self.filename | |
| 794 | self.fileSize |
|
794 | self.fileSize | |
| 795 | self.fp |
|
795 | self.fp | |
| 796 | self.set |
|
796 | self.set | |
| 797 | self.flagNoMoreFiles |
|
797 | self.flagNoMoreFiles | |
| 798 |
|
798 | |||
| 799 | Return: |
|
799 | Return: | |
| 800 | 0 : si luego de una busqueda del siguiente file valido este no pudo ser encontrado |
|
800 | 0 : si luego de una busqueda del siguiente file valido este no pudo ser encontrado | |
| 801 | 1 : si el file fue abierto con exito y esta listo a ser leido |
|
801 | 1 : si el file fue abierto con exito y esta listo a ser leido | |
| 802 |
|
802 | |||
| 803 | Excepciones: |
|
803 | Excepciones: | |
| 804 | Si un determinado file no puede ser abierto |
|
804 | Si un determinado file no puede ser abierto | |
| 805 | """ |
|
805 | """ | |
| 806 | nFiles = 0 |
|
806 | nFiles = 0 | |
| 807 | fileOk_flag = False |
|
807 | fileOk_flag = False | |
| 808 | firstTime_flag = True |
|
808 | firstTime_flag = True | |
| 809 |
|
809 | |||
| 810 | self.set += 1 |
|
810 | self.set += 1 | |
| 811 |
|
811 | |||
| 812 | if self.set > 999: |
|
812 | if self.set > 999: | |
| 813 | self.set = 0 |
|
813 | self.set = 0 | |
| 814 | self.foldercounter += 1 |
|
814 | self.foldercounter += 1 | |
| 815 |
|
815 | |||
| 816 | #busca el 1er file disponible |
|
816 | #busca el 1er file disponible | |
| 817 | fullfilename, filename = checkForRealPath( self.path, self.foldercounter, self.year, self.doy, self.set, self.ext ) |
|
817 | fullfilename, filename = checkForRealPath( self.path, self.foldercounter, self.year, self.doy, self.set, self.ext ) | |
| 818 | if fullfilename: |
|
818 | if fullfilename: | |
| 819 | if self.__verifyFile(fullfilename, False): |
|
819 | if self.__verifyFile(fullfilename, False): | |
| 820 | fileOk_flag = True |
|
820 | fileOk_flag = True | |
| 821 |
|
821 | |||
| 822 | #si no encuentra un file entonces espera y vuelve a buscar |
|
822 | #si no encuentra un file entonces espera y vuelve a buscar | |
| 823 | if not(fileOk_flag): |
|
823 | if not(fileOk_flag): | |
| 824 | for nFiles in range(self.nFiles+1): #busco en los siguientes self.nFiles+1 files posibles |
|
824 | for nFiles in range(self.nFiles+1): #busco en los siguientes self.nFiles+1 files posibles | |
| 825 |
|
825 | |||
| 826 | if firstTime_flag: #si es la 1era vez entonces hace el for self.nTries veces |
|
826 | if firstTime_flag: #si es la 1era vez entonces hace el for self.nTries veces | |
| 827 | tries = self.nTries |
|
827 | tries = self.nTries | |
| 828 | else: |
|
828 | else: | |
| 829 | tries = 1 #si no es la 1era vez entonces solo lo hace una vez |
|
829 | tries = 1 #si no es la 1era vez entonces solo lo hace una vez | |
| 830 |
|
830 | |||
| 831 | for nTries in range( tries ): |
|
831 | for nTries in range( tries ): | |
| 832 | if firstTime_flag: |
|
832 | if firstTime_flag: | |
| 833 | print "\t[Reading] Waiting %0.2f sec for the next file: \"%s\" , try %03d ..." % ( self.delay, filename, nTries+1 ) |
|
833 | print "\t[Reading] Waiting %0.2f sec for the next file: \"%s\" , try %03d ..." % ( self.delay, filename, nTries+1 ) | |
| 834 | sleep( self.delay ) |
|
834 | sleep( self.delay ) | |
| 835 | else: |
|
835 | else: | |
| 836 | print "\t[Reading] Searching the next \"%s%04d%03d%03d%s\" file ..." % (self.optchar, self.year, self.doy, self.set, self.ext) |
|
836 | print "\t[Reading] Searching the next \"%s%04d%03d%03d%s\" file ..." % (self.optchar, self.year, self.doy, self.set, self.ext) | |
| 837 |
|
837 | |||
| 838 | fullfilename, filename = checkForRealPath( self.path, self.foldercounter, self.year, self.doy, self.set, self.ext ) |
|
838 | fullfilename, filename = checkForRealPath( self.path, self.foldercounter, self.year, self.doy, self.set, self.ext ) | |
| 839 | if fullfilename: |
|
839 | if fullfilename: | |
| 840 | if self.__verifyFile(fullfilename): |
|
840 | if self.__verifyFile(fullfilename): | |
| 841 | fileOk_flag = True |
|
841 | fileOk_flag = True | |
| 842 | break |
|
842 | break | |
| 843 |
|
843 | |||
| 844 | if fileOk_flag: |
|
844 | if fileOk_flag: | |
| 845 | break |
|
845 | break | |
| 846 |
|
846 | |||
| 847 | firstTime_flag = False |
|
847 | firstTime_flag = False | |
| 848 |
|
848 | |||
| 849 | print "\t[Reading] Skipping the file \"%s\" due to this file doesn't exist" % filename |
|
849 | print "\t[Reading] Skipping the file \"%s\" due to this file doesn't exist" % filename | |
| 850 | self.set += 1 |
|
850 | self.set += 1 | |
| 851 |
|
851 | |||
| 852 | if nFiles == (self.nFiles-1): #si no encuentro el file buscado cambio de carpeta y busco en la siguiente carpeta |
|
852 | if nFiles == (self.nFiles-1): #si no encuentro el file buscado cambio de carpeta y busco en la siguiente carpeta | |
| 853 | self.set = 0 |
|
853 | self.set = 0 | |
| 854 | self.doy += 1 |
|
854 | self.doy += 1 | |
| 855 | self.foldercounter = 0 |
|
855 | self.foldercounter = 0 | |
| 856 |
|
856 | |||
| 857 | if fileOk_flag: |
|
857 | if fileOk_flag: | |
| 858 | self.fileSize = os.path.getsize( fullfilename ) |
|
858 | self.fileSize = os.path.getsize( fullfilename ) | |
| 859 | self.filename = fullfilename |
|
859 | self.filename = fullfilename | |
| 860 | self.flagIsNewFile = 1 |
|
860 | self.flagIsNewFile = 1 | |
| 861 | if self.fp != None: self.fp.close() |
|
861 | if self.fp != None: self.fp.close() | |
| 862 | self.fp = open(fullfilename, 'rb') |
|
862 | self.fp = open(fullfilename, 'rb') | |
| 863 | self.flagNoMoreFiles = 0 |
|
863 | self.flagNoMoreFiles = 0 | |
| 864 | # print '[Reading] Setting the file: %s' % fullfilename |
|
864 | # print '[Reading] Setting the file: %s' % fullfilename | |
| 865 | else: |
|
865 | else: | |
| 866 | self.fileSize = 0 |
|
866 | self.fileSize = 0 | |
| 867 | self.filename = None |
|
867 | self.filename = None | |
| 868 | self.flagIsNewFile = 0 |
|
868 | self.flagIsNewFile = 0 | |
| 869 | self.fp = None |
|
869 | self.fp = None | |
| 870 | self.flagNoMoreFiles = 1 |
|
870 | self.flagNoMoreFiles = 1 | |
| 871 | # print '[Reading] No more files to read' |
|
871 | # print '[Reading] No more files to read' | |
| 872 |
|
872 | |||
| 873 | return fileOk_flag |
|
873 | return fileOk_flag | |
| 874 |
|
874 | |||
| 875 | def setNextFile(self): |
|
875 | def setNextFile(self): | |
| 876 | if self.fp != None: |
|
876 | if self.fp != None: | |
| 877 | self.fp.close() |
|
877 | self.fp.close() | |
| 878 |
|
878 | |||
| 879 | if self.online: |
|
879 | if self.online: | |
| 880 | newFile = self.__setNextFileOnline() |
|
880 | newFile = self.__setNextFileOnline() | |
| 881 | else: |
|
881 | else: | |
| 882 | newFile = self.__setNextFileOffline() |
|
882 | newFile = self.__setNextFileOffline() | |
| 883 |
|
883 | |||
| 884 | if not(newFile): |
|
884 | if not(newFile): | |
| 885 | print '[Reading] No more files to read' |
|
885 | print '[Reading] No more files to read' | |
| 886 | return 0 |
|
886 | return 0 | |
| 887 |
|
887 | |||
| 888 | if self.verbose: |
|
888 | if self.verbose: | |
| 889 | print '[Reading] Setting the file: %s' % self.filename |
|
889 | print '[Reading] Setting the file: %s' % self.filename | |
| 890 |
|
890 | |||
| 891 | self.__readFirstHeader() |
|
891 | self.__readFirstHeader() | |
| 892 | self.nReadBlocks = 0 |
|
892 | self.nReadBlocks = 0 | |
| 893 | return 1 |
|
893 | return 1 | |
| 894 |
|
894 | |||
| 895 | def __waitNewBlock(self): |
|
895 | def __waitNewBlock(self): | |
| 896 | """ |
|
896 | """ | |
| 897 | Return 1 si se encontro un nuevo bloque de datos, 0 de otra forma. |
|
897 | Return 1 si se encontro un nuevo bloque de datos, 0 de otra forma. | |
| 898 |
|
898 | |||
| 899 | Si el modo de lectura es OffLine siempre retorn 0 |
|
899 | Si el modo de lectura es OffLine siempre retorn 0 | |
| 900 | """ |
|
900 | """ | |
| 901 | if not self.online: |
|
901 | if not self.online: | |
| 902 | return 0 |
|
902 | return 0 | |
| 903 |
|
903 | |||
| 904 | if (self.nReadBlocks >= self.processingHeaderObj.dataBlocksPerFile): |
|
904 | if (self.nReadBlocks >= self.processingHeaderObj.dataBlocksPerFile): | |
| 905 | return 0 |
|
905 | return 0 | |
| 906 |
|
906 | |||
| 907 | currentPointer = self.fp.tell() |
|
907 | currentPointer = self.fp.tell() | |
| 908 |
|
908 | |||
| 909 | neededSize = self.processingHeaderObj.blockSize + self.basicHeaderSize |
|
909 | neededSize = self.processingHeaderObj.blockSize + self.basicHeaderSize | |
| 910 |
|
910 | |||
| 911 | for nTries in range( self.nTries ): |
|
911 | for nTries in range( self.nTries ): | |
| 912 |
|
912 | |||
| 913 | self.fp.close() |
|
913 | self.fp.close() | |
| 914 | self.fp = open( self.filename, 'rb' ) |
|
914 | self.fp = open( self.filename, 'rb' ) | |
| 915 | self.fp.seek( currentPointer ) |
|
915 | self.fp.seek( currentPointer ) | |
| 916 |
|
916 | |||
| 917 | self.fileSize = os.path.getsize( self.filename ) |
|
917 | self.fileSize = os.path.getsize( self.filename ) | |
| 918 | currentSize = self.fileSize - currentPointer |
|
918 | currentSize = self.fileSize - currentPointer | |
| 919 |
|
919 | |||
| 920 | if ( currentSize >= neededSize ): |
|
920 | if ( currentSize >= neededSize ): | |
| 921 | self.basicHeaderObj.read(self.fp) |
|
921 | self.basicHeaderObj.read(self.fp) | |
| 922 | return 1 |
|
922 | return 1 | |
| 923 |
|
923 | |||
| 924 | if self.fileSize == self.fileSizeByHeader: |
|
924 | if self.fileSize == self.fileSizeByHeader: | |
| 925 | # self.flagEoF = True |
|
925 | # self.flagEoF = True | |
| 926 | return 0 |
|
926 | return 0 | |
| 927 |
|
927 | |||
| 928 | print "[Reading] Waiting %0.2f seconds for the next block, try %03d ..." % (self.delay, nTries+1) |
|
928 | print "[Reading] Waiting %0.2f seconds for the next block, try %03d ..." % (self.delay, nTries+1) | |
| 929 | sleep( self.delay ) |
|
929 | sleep( self.delay ) | |
| 930 |
|
930 | |||
| 931 |
|
931 | |||
| 932 | return 0 |
|
932 | return 0 | |
| 933 |
|
933 | |||
| 934 | def waitDataBlock(self,pointer_location): |
|
934 | def waitDataBlock(self,pointer_location): | |
| 935 |
|
935 | |||
| 936 | currentPointer = pointer_location |
|
936 | currentPointer = pointer_location | |
| 937 |
|
937 | |||
| 938 | neededSize = self.processingHeaderObj.blockSize #+ self.basicHeaderSize |
|
938 | neededSize = self.processingHeaderObj.blockSize #+ self.basicHeaderSize | |
| 939 |
|
939 | |||
| 940 | for nTries in range( self.nTries ): |
|
940 | for nTries in range( self.nTries ): | |
| 941 | self.fp.close() |
|
941 | self.fp.close() | |
| 942 | self.fp = open( self.filename, 'rb' ) |
|
942 | self.fp = open( self.filename, 'rb' ) | |
| 943 | self.fp.seek( currentPointer ) |
|
943 | self.fp.seek( currentPointer ) | |
| 944 |
|
944 | |||
| 945 | self.fileSize = os.path.getsize( self.filename ) |
|
945 | self.fileSize = os.path.getsize( self.filename ) | |
| 946 | currentSize = self.fileSize - currentPointer |
|
946 | currentSize = self.fileSize - currentPointer | |
| 947 |
|
947 | |||
| 948 | if ( currentSize >= neededSize ): |
|
948 | if ( currentSize >= neededSize ): | |
| 949 | return 1 |
|
949 | return 1 | |
| 950 |
|
950 | |||
| 951 | print "[Reading] Waiting %0.2f seconds for the next block, try %03d ..." % (self.delay, nTries+1) |
|
951 | print "[Reading] Waiting %0.2f seconds for the next block, try %03d ..." % (self.delay, nTries+1) | |
| 952 | sleep( self.delay ) |
|
952 | sleep( self.delay ) | |
| 953 |
|
953 | |||
| 954 | return 0 |
|
954 | return 0 | |
| 955 |
|
955 | |||
| 956 | def __jumpToLastBlock(self): |
|
956 | def __jumpToLastBlock(self): | |
| 957 |
|
957 | |||
| 958 | if not(self.__isFirstTimeOnline): |
|
958 | if not(self.__isFirstTimeOnline): | |
| 959 | return |
|
959 | return | |
| 960 |
|
960 | |||
| 961 | csize = self.fileSize - self.fp.tell() |
|
961 | csize = self.fileSize - self.fp.tell() | |
| 962 | blocksize = self.processingHeaderObj.blockSize |
|
962 | blocksize = self.processingHeaderObj.blockSize | |
| 963 |
|
963 | |||
| 964 | #salta el primer bloque de datos |
|
964 | #salta el primer bloque de datos | |
| 965 | if csize > self.processingHeaderObj.blockSize: |
|
965 | if csize > self.processingHeaderObj.blockSize: | |
| 966 | self.fp.seek(self.fp.tell() + blocksize) |
|
966 | self.fp.seek(self.fp.tell() + blocksize) | |
| 967 | else: |
|
967 | else: | |
| 968 | return |
|
968 | return | |
| 969 |
|
969 | |||
| 970 | csize = self.fileSize - self.fp.tell() |
|
970 | csize = self.fileSize - self.fp.tell() | |
| 971 | neededsize = self.processingHeaderObj.blockSize + self.basicHeaderSize |
|
971 | neededsize = self.processingHeaderObj.blockSize + self.basicHeaderSize | |
| 972 | while True: |
|
972 | while True: | |
| 973 |
|
973 | |||
| 974 | if self.fp.tell()<self.fileSize: |
|
974 | if self.fp.tell()<self.fileSize: | |
| 975 | self.fp.seek(self.fp.tell() + neededsize) |
|
975 | self.fp.seek(self.fp.tell() + neededsize) | |
| 976 | else: |
|
976 | else: | |
| 977 | self.fp.seek(self.fp.tell() - neededsize) |
|
977 | self.fp.seek(self.fp.tell() - neededsize) | |
| 978 | break |
|
978 | break | |
| 979 |
|
979 | |||
| 980 | # csize = self.fileSize - self.fp.tell() |
|
980 | # csize = self.fileSize - self.fp.tell() | |
| 981 | # neededsize = self.processingHeaderObj.blockSize + self.basicHeaderSize |
|
981 | # neededsize = self.processingHeaderObj.blockSize + self.basicHeaderSize | |
| 982 | # factor = int(csize/neededsize) |
|
982 | # factor = int(csize/neededsize) | |
| 983 | # if factor > 0: |
|
983 | # if factor > 0: | |
| 984 | # self.fp.seek(self.fp.tell() + factor*neededsize) |
|
984 | # self.fp.seek(self.fp.tell() + factor*neededsize) | |
| 985 |
|
985 | |||
| 986 | self.flagIsNewFile = 0 |
|
986 | self.flagIsNewFile = 0 | |
| 987 | self.__isFirstTimeOnline = 0 |
|
987 | self.__isFirstTimeOnline = 0 | |
| 988 |
|
988 | |||
| 989 | def __setNewBlock(self): |
|
989 | def __setNewBlock(self): | |
| 990 | #if self.server is None: |
|
990 | #if self.server is None: | |
| 991 | if self.fp == None: |
|
991 | if self.fp == None: | |
| 992 | return 0 |
|
992 | return 0 | |
| 993 |
|
993 | |||
| 994 | # if self.online: |
|
994 | # if self.online: | |
| 995 | # self.__jumpToLastBlock() |
|
995 | # self.__jumpToLastBlock() | |
| 996 |
|
996 | |||
| 997 | if self.flagIsNewFile: |
|
997 | if self.flagIsNewFile: | |
| 998 | self.lastUTTime = self.basicHeaderObj.utc |
|
998 | self.lastUTTime = self.basicHeaderObj.utc | |
| 999 | return 1 |
|
999 | return 1 | |
| 1000 |
|
1000 | |||
| 1001 | if self.realtime: |
|
1001 | if self.realtime: | |
| 1002 | self.flagDiscontinuousBlock = 1 |
|
1002 | self.flagDiscontinuousBlock = 1 | |
| 1003 | if not(self.setNextFile()): |
|
1003 | if not(self.setNextFile()): | |
| 1004 | return 0 |
|
1004 | return 0 | |
| 1005 | else: |
|
1005 | else: | |
| 1006 | return 1 |
|
1006 | return 1 | |
| 1007 | #if self.server is None: |
|
1007 | #if self.server is None: | |
| 1008 | currentSize = self.fileSize - self.fp.tell() |
|
1008 | currentSize = self.fileSize - self.fp.tell() | |
| 1009 | neededSize = self.processingHeaderObj.blockSize + self.basicHeaderSize |
|
1009 | neededSize = self.processingHeaderObj.blockSize + self.basicHeaderSize | |
| 1010 | if (currentSize >= neededSize): |
|
1010 | if (currentSize >= neededSize): | |
| 1011 | self.basicHeaderObj.read(self.fp) |
|
1011 | self.basicHeaderObj.read(self.fp) | |
| 1012 | self.lastUTTime = self.basicHeaderObj.utc |
|
1012 | self.lastUTTime = self.basicHeaderObj.utc | |
| 1013 | return 1 |
|
1013 | return 1 | |
| 1014 | # else: |
|
1014 | # else: | |
| 1015 | # self.basicHeaderObj.read(self.zHeader) |
|
1015 | # self.basicHeaderObj.read(self.zHeader) | |
| 1016 | # self.lastUTTime = self.basicHeaderObj.utc |
|
1016 | # self.lastUTTime = self.basicHeaderObj.utc | |
| 1017 | # return 1 |
|
1017 | # return 1 | |
| 1018 | if self.__waitNewBlock(): |
|
1018 | if self.__waitNewBlock(): | |
| 1019 | self.lastUTTime = self.basicHeaderObj.utc |
|
1019 | self.lastUTTime = self.basicHeaderObj.utc | |
| 1020 | return 1 |
|
1020 | return 1 | |
| 1021 | #if self.server is None: |
|
1021 | #if self.server is None: | |
| 1022 | if not(self.setNextFile()): |
|
1022 | if not(self.setNextFile()): | |
| 1023 | return 0 |
|
1023 | return 0 | |
| 1024 |
|
1024 | |||
| 1025 | deltaTime = self.basicHeaderObj.utc - self.lastUTTime # |
|
1025 | deltaTime = self.basicHeaderObj.utc - self.lastUTTime # | |
| 1026 | self.lastUTTime = self.basicHeaderObj.utc |
|
1026 | self.lastUTTime = self.basicHeaderObj.utc | |
| 1027 |
|
1027 | |||
| 1028 | self.flagDiscontinuousBlock = 0 |
|
1028 | self.flagDiscontinuousBlock = 0 | |
| 1029 |
|
1029 | |||
| 1030 | if deltaTime > self.maxTimeStep: |
|
1030 | if deltaTime > self.maxTimeStep: | |
| 1031 | self.flagDiscontinuousBlock = 1 |
|
1031 | self.flagDiscontinuousBlock = 1 | |
| 1032 |
|
1032 | |||
| 1033 | return 1 |
|
1033 | return 1 | |
| 1034 |
|
1034 | |||
| 1035 | def readNextBlock(self): |
|
1035 | def readNextBlock(self): | |
| 1036 |
|
1036 | |||
| 1037 | #Skip block out of startTime and endTime |
|
1037 | #Skip block out of startTime and endTime | |
| 1038 | while True: |
|
1038 | while True: | |
| 1039 | if not(self.__setNewBlock()): |
|
1039 | if not(self.__setNewBlock()): | |
| 1040 | return 0 |
|
1040 | return 0 | |
| 1041 |
|
1041 | |||
| 1042 | if not(self.readBlock()): |
|
1042 | if not(self.readBlock()): | |
| 1043 | return 0 |
|
1043 | return 0 | |
| 1044 |
|
1044 | |||
| 1045 | self.getBasicHeader() |
|
1045 | self.getBasicHeader() | |
| 1046 |
|
1046 | |||
| 1047 | if not isTimeInRange(self.dataOut.datatime.time(), self.startTime, self.endTime): |
|
1047 | if not isTimeInRange(self.dataOut.datatime.time(), self.startTime, self.endTime): | |
| 1048 |
|
1048 | |||
| 1049 | print "[Reading] Block No. %d/%d -> %s [Skipping]" %(self.nReadBlocks, |
|
1049 | print "[Reading] Block No. %d/%d -> %s [Skipping]" %(self.nReadBlocks, | |
| 1050 | self.processingHeaderObj.dataBlocksPerFile, |
|
1050 | self.processingHeaderObj.dataBlocksPerFile, | |
| 1051 | self.dataOut.datatime.ctime()) |
|
1051 | self.dataOut.datatime.ctime()) | |
| 1052 | continue |
|
1052 | continue | |
| 1053 |
|
1053 | |||
| 1054 | break |
|
1054 | break | |
| 1055 |
|
1055 | |||
| 1056 | if self.verbose: |
|
1056 | if self.verbose: | |
| 1057 | print "[Reading] Block No. %d/%d -> %s" %(self.nReadBlocks, |
|
1057 | print "[Reading] Block No. %d/%d -> %s" %(self.nReadBlocks, | |
| 1058 | self.processingHeaderObj.dataBlocksPerFile, |
|
1058 | self.processingHeaderObj.dataBlocksPerFile, | |
| 1059 | self.dataOut.datatime.ctime()) |
|
1059 | self.dataOut.datatime.ctime()) | |
| 1060 | return 1 |
|
1060 | return 1 | |
| 1061 |
|
1061 | |||
| 1062 | def __readFirstHeader(self): |
|
1062 | def __readFirstHeader(self): | |
| 1063 |
|
1063 | |||
| 1064 | self.basicHeaderObj.read(self.fp) |
|
1064 | self.basicHeaderObj.read(self.fp) | |
| 1065 | self.systemHeaderObj.read(self.fp) |
|
1065 | self.systemHeaderObj.read(self.fp) | |
| 1066 | self.radarControllerHeaderObj.read(self.fp) |
|
1066 | self.radarControllerHeaderObj.read(self.fp) | |
| 1067 | self.processingHeaderObj.read(self.fp) |
|
1067 | self.processingHeaderObj.read(self.fp) | |
| 1068 |
|
1068 | |||
| 1069 | self.firstHeaderSize = self.basicHeaderObj.size |
|
1069 | self.firstHeaderSize = self.basicHeaderObj.size | |
| 1070 |
|
1070 | |||
| 1071 | datatype = int(numpy.log2((self.processingHeaderObj.processFlags & PROCFLAG.DATATYPE_MASK))-numpy.log2(PROCFLAG.DATATYPE_CHAR)) |
|
1071 | datatype = int(numpy.log2((self.processingHeaderObj.processFlags & PROCFLAG.DATATYPE_MASK))-numpy.log2(PROCFLAG.DATATYPE_CHAR)) | |
| 1072 | if datatype == 0: |
|
1072 | if datatype == 0: | |
| 1073 | datatype_str = numpy.dtype([('real','<i1'),('imag','<i1')]) |
|
1073 | datatype_str = numpy.dtype([('real','<i1'),('imag','<i1')]) | |
| 1074 | elif datatype == 1: |
|
1074 | elif datatype == 1: | |
| 1075 | datatype_str = numpy.dtype([('real','<i2'),('imag','<i2')]) |
|
1075 | datatype_str = numpy.dtype([('real','<i2'),('imag','<i2')]) | |
| 1076 | elif datatype == 2: |
|
1076 | elif datatype == 2: | |
| 1077 | datatype_str = numpy.dtype([('real','<i4'),('imag','<i4')]) |
|
1077 | datatype_str = numpy.dtype([('real','<i4'),('imag','<i4')]) | |
| 1078 | elif datatype == 3: |
|
1078 | elif datatype == 3: | |
| 1079 | datatype_str = numpy.dtype([('real','<i8'),('imag','<i8')]) |
|
1079 | datatype_str = numpy.dtype([('real','<i8'),('imag','<i8')]) | |
| 1080 | elif datatype == 4: |
|
1080 | elif datatype == 4: | |
| 1081 | datatype_str = numpy.dtype([('real','<f4'),('imag','<f4')]) |
|
1081 | datatype_str = numpy.dtype([('real','<f4'),('imag','<f4')]) | |
| 1082 | elif datatype == 5: |
|
1082 | elif datatype == 5: | |
| 1083 | datatype_str = numpy.dtype([('real','<f8'),('imag','<f8')]) |
|
1083 | datatype_str = numpy.dtype([('real','<f8'),('imag','<f8')]) | |
| 1084 | else: |
|
1084 | else: | |
| 1085 | raise ValueError, 'Data type was not defined' |
|
1085 | raise ValueError, 'Data type was not defined' | |
| 1086 |
|
1086 | |||
| 1087 | self.dtype = datatype_str |
|
1087 | self.dtype = datatype_str | |
| 1088 | #self.ippSeconds = 2 * 1000 * self.radarControllerHeaderObj.ipp / self.c |
|
1088 | #self.ippSeconds = 2 * 1000 * self.radarControllerHeaderObj.ipp / self.c | |
| 1089 | self.fileSizeByHeader = self.processingHeaderObj.dataBlocksPerFile * self.processingHeaderObj.blockSize + self.firstHeaderSize + self.basicHeaderSize*(self.processingHeaderObj.dataBlocksPerFile - 1) |
|
1089 | self.fileSizeByHeader = self.processingHeaderObj.dataBlocksPerFile * self.processingHeaderObj.blockSize + self.firstHeaderSize + self.basicHeaderSize*(self.processingHeaderObj.dataBlocksPerFile - 1) | |
| 1090 | # self.dataOut.channelList = numpy.arange(self.systemHeaderObj.numChannels) |
|
1090 | # self.dataOut.channelList = numpy.arange(self.systemHeaderObj.numChannels) | |
| 1091 | # self.dataOut.channelIndexList = numpy.arange(self.systemHeaderObj.numChannels) |
|
1091 | # self.dataOut.channelIndexList = numpy.arange(self.systemHeaderObj.numChannels) | |
| 1092 | self.getBlockDimension() |
|
1092 | self.getBlockDimension() | |
| 1093 |
|
1093 | |||
| 1094 | def __verifyFile(self, filename, msgFlag=True): |
|
1094 | def __verifyFile(self, filename, msgFlag=True): | |
| 1095 |
|
1095 | |||
| 1096 | msg = None |
|
1096 | msg = None | |
| 1097 |
|
1097 | |||
| 1098 | try: |
|
1098 | try: | |
| 1099 | fp = open(filename, 'rb') |
|
1099 | fp = open(filename, 'rb') | |
| 1100 | except IOError: |
|
1100 | except IOError: | |
| 1101 |
|
1101 | |||
| 1102 | if msgFlag: |
|
1102 | if msgFlag: | |
| 1103 | print "[Reading] File %s can't be opened" % (filename) |
|
1103 | print "[Reading] File %s can't be opened" % (filename) | |
| 1104 |
|
1104 | |||
| 1105 | return False |
|
1105 | return False | |
| 1106 |
|
1106 | |||
| 1107 | currentPosition = fp.tell() |
|
1107 | currentPosition = fp.tell() | |
| 1108 | neededSize = self.processingHeaderObj.blockSize + self.firstHeaderSize |
|
1108 | neededSize = self.processingHeaderObj.blockSize + self.firstHeaderSize | |
| 1109 |
|
1109 | |||
| 1110 | if neededSize == 0: |
|
1110 | if neededSize == 0: | |
| 1111 | basicHeaderObj = BasicHeader(LOCALTIME) |
|
1111 | basicHeaderObj = BasicHeader(LOCALTIME) | |
| 1112 | systemHeaderObj = SystemHeader() |
|
1112 | systemHeaderObj = SystemHeader() | |
| 1113 | radarControllerHeaderObj = RadarControllerHeader() |
|
1113 | radarControllerHeaderObj = RadarControllerHeader() | |
| 1114 | processingHeaderObj = ProcessingHeader() |
|
1114 | processingHeaderObj = ProcessingHeader() | |
| 1115 |
|
1115 | |||
| 1116 | if not( basicHeaderObj.read(fp) ): |
|
1116 | if not( basicHeaderObj.read(fp) ): | |
| 1117 | fp.close() |
|
1117 | fp.close() | |
| 1118 | return False |
|
1118 | return False | |
| 1119 |
|
1119 | |||
| 1120 | if not( systemHeaderObj.read(fp) ): |
|
1120 | if not( systemHeaderObj.read(fp) ): | |
| 1121 | fp.close() |
|
1121 | fp.close() | |
| 1122 | return False |
|
1122 | return False | |
| 1123 |
|
1123 | |||
| 1124 | if not( radarControllerHeaderObj.read(fp) ): |
|
1124 | if not( radarControllerHeaderObj.read(fp) ): | |
| 1125 | fp.close() |
|
1125 | fp.close() | |
| 1126 | return False |
|
1126 | return False | |
| 1127 |
|
1127 | |||
| 1128 | if not( processingHeaderObj.read(fp) ): |
|
1128 | if not( processingHeaderObj.read(fp) ): | |
| 1129 | fp.close() |
|
1129 | fp.close() | |
| 1130 | return False |
|
1130 | return False | |
| 1131 |
|
1131 | |||
| 1132 | neededSize = processingHeaderObj.blockSize + basicHeaderObj.size |
|
1132 | neededSize = processingHeaderObj.blockSize + basicHeaderObj.size | |
| 1133 | else: |
|
1133 | else: | |
| 1134 | msg = "[Reading] Skipping the file %s due to it hasn't enough data" %filename |
|
1134 | msg = "[Reading] Skipping the file %s due to it hasn't enough data" %filename | |
| 1135 |
|
1135 | |||
| 1136 | fp.close() |
|
1136 | fp.close() | |
| 1137 |
|
1137 | |||
| 1138 | fileSize = os.path.getsize(filename) |
|
1138 | fileSize = os.path.getsize(filename) | |
| 1139 | currentSize = fileSize - currentPosition |
|
1139 | currentSize = fileSize - currentPosition | |
| 1140 |
|
1140 | |||
| 1141 | if currentSize < neededSize: |
|
1141 | if currentSize < neededSize: | |
| 1142 | if msgFlag and (msg != None): |
|
1142 | if msgFlag and (msg != None): | |
| 1143 | print msg |
|
1143 | print msg | |
| 1144 | return False |
|
1144 | return False | |
| 1145 |
|
1145 | |||
| 1146 | return True |
|
1146 | return True | |
| 1147 |
|
1147 | |||
| 1148 | def findDatafiles(self, path, startDate=None, endDate=None, expLabel='', ext='.r', walk=True, include_path=False): |
|
1148 | def findDatafiles(self, path, startDate=None, endDate=None, expLabel='', ext='.r', walk=True, include_path=False): | |
| 1149 |
|
1149 | |||
| 1150 | path_empty = True |
|
1150 | path_empty = True | |
| 1151 |
|
1151 | |||
| 1152 | dateList = [] |
|
1152 | dateList = [] | |
| 1153 | pathList = [] |
|
1153 | pathList = [] | |
| 1154 |
|
1154 | |||
| 1155 | multi_path = path.split(',') |
|
1155 | multi_path = path.split(',') | |
| 1156 |
|
1156 | |||
| 1157 | if not walk: |
|
1157 | if not walk: | |
| 1158 |
|
1158 | |||
| 1159 | for single_path in multi_path: |
|
1159 | for single_path in multi_path: | |
| 1160 |
|
1160 | |||
| 1161 | if not os.path.isdir(single_path): |
|
1161 | if not os.path.isdir(single_path): | |
| 1162 | continue |
|
1162 | continue | |
| 1163 |
|
1163 | |||
| 1164 | fileList = glob.glob1(single_path, "*"+ext) |
|
1164 | fileList = glob.glob1(single_path, "*"+ext) | |
| 1165 |
|
1165 | |||
| 1166 | if not fileList: |
|
1166 | if not fileList: | |
| 1167 | continue |
|
1167 | continue | |
| 1168 |
|
1168 | |||
| 1169 | path_empty = False |
|
1169 | path_empty = False | |
| 1170 |
|
1170 | |||
| 1171 | fileList.sort() |
|
1171 | fileList.sort() | |
| 1172 |
|
1172 | |||
| 1173 | for thisFile in fileList: |
|
1173 | for thisFile in fileList: | |
| 1174 |
|
1174 | |||
| 1175 | if not os.path.isfile(os.path.join(single_path, thisFile)): |
|
1175 | if not os.path.isfile(os.path.join(single_path, thisFile)): | |
| 1176 | continue |
|
1176 | continue | |
| 1177 |
|
1177 | |||
| 1178 | if not isRadarFile(thisFile): |
|
1178 | if not isRadarFile(thisFile): | |
| 1179 | continue |
|
1179 | continue | |
| 1180 |
|
1180 | |||
| 1181 | if not isFileInDateRange(thisFile, startDate, endDate): |
|
1181 | if not isFileInDateRange(thisFile, startDate, endDate): | |
| 1182 | continue |
|
1182 | continue | |
| 1183 |
|
1183 | |||
| 1184 | thisDate = getDateFromRadarFile(thisFile) |
|
1184 | thisDate = getDateFromRadarFile(thisFile) | |
| 1185 |
|
1185 | |||
| 1186 | if thisDate in dateList: |
|
1186 | if thisDate in dateList: | |
| 1187 | continue |
|
1187 | continue | |
| 1188 |
|
1188 | |||
| 1189 | dateList.append(thisDate) |
|
1189 | dateList.append(thisDate) | |
| 1190 | pathList.append(single_path) |
|
1190 | pathList.append(single_path) | |
| 1191 |
|
1191 | |||
| 1192 | else: |
|
1192 | else: | |
| 1193 | for single_path in multi_path: |
|
1193 | for single_path in multi_path: | |
| 1194 |
|
1194 | |||
| 1195 | if not os.path.isdir(single_path): |
|
1195 | if not os.path.isdir(single_path): | |
| 1196 | continue |
|
1196 | continue | |
| 1197 |
|
1197 | |||
| 1198 | dirList = [] |
|
1198 | dirList = [] | |
| 1199 |
|
1199 | |||
| 1200 | for thisPath in os.listdir(single_path): |
|
1200 | for thisPath in os.listdir(single_path): | |
| 1201 |
|
1201 | |||
| 1202 | if not os.path.isdir(os.path.join(single_path,thisPath)): |
|
1202 | if not os.path.isdir(os.path.join(single_path,thisPath)): | |
| 1203 | continue |
|
1203 | continue | |
| 1204 |
|
1204 | |||
| 1205 | if not isRadarFolder(thisPath): |
|
1205 | if not isRadarFolder(thisPath): | |
| 1206 | continue |
|
1206 | continue | |
| 1207 |
|
1207 | |||
| 1208 | if not isFolderInDateRange(thisPath, startDate, endDate): |
|
1208 | if not isFolderInDateRange(thisPath, startDate, endDate): | |
| 1209 | continue |
|
1209 | continue | |
| 1210 |
|
1210 | |||
| 1211 | dirList.append(thisPath) |
|
1211 | dirList.append(thisPath) | |
| 1212 |
|
1212 | |||
| 1213 | if not dirList: |
|
1213 | if not dirList: | |
| 1214 | continue |
|
1214 | continue | |
| 1215 |
|
1215 | |||
| 1216 | dirList.sort() |
|
1216 | dirList.sort() | |
| 1217 |
|
1217 | |||
| 1218 | for thisDir in dirList: |
|
1218 | for thisDir in dirList: | |
| 1219 |
|
1219 | |||
| 1220 | datapath = os.path.join(single_path, thisDir, expLabel) |
|
1220 | datapath = os.path.join(single_path, thisDir, expLabel) | |
| 1221 | fileList = glob.glob1(datapath, "*"+ext) |
|
1221 | fileList = glob.glob1(datapath, "*"+ext) | |
| 1222 |
|
1222 | |||
| 1223 | if not fileList: |
|
1223 | if not fileList: | |
| 1224 | continue |
|
1224 | continue | |
| 1225 |
|
1225 | |||
| 1226 | path_empty = False |
|
1226 | path_empty = False | |
| 1227 |
|
1227 | |||
| 1228 | thisDate = getDateFromRadarFolder(thisDir) |
|
1228 | thisDate = getDateFromRadarFolder(thisDir) | |
| 1229 |
|
1229 | |||
| 1230 | pathList.append(datapath) |
|
1230 | pathList.append(datapath) | |
| 1231 | dateList.append(thisDate) |
|
1231 | dateList.append(thisDate) | |
| 1232 |
|
1232 | |||
| 1233 | dateList.sort() |
|
1233 | dateList.sort() | |
| 1234 |
|
1234 | |||
| 1235 | if walk: |
|
1235 | if walk: | |
| 1236 | pattern_path = os.path.join(multi_path[0], "[dYYYYDDD]", expLabel) |
|
1236 | pattern_path = os.path.join(multi_path[0], "[dYYYYDDD]", expLabel) | |
| 1237 | else: |
|
1237 | else: | |
| 1238 | pattern_path = multi_path[0] |
|
1238 | pattern_path = multi_path[0] | |
| 1239 |
|
1239 | |||
| 1240 | if path_empty: |
|
1240 | if path_empty: | |
| 1241 | print "[Reading] No *%s files in %s for %s to %s" %(ext, pattern_path, startDate, endDate) |
|
1241 | print "[Reading] No *%s files in %s for %s to %s" %(ext, pattern_path, startDate, endDate) | |
| 1242 | else: |
|
1242 | else: | |
| 1243 | if not dateList: |
|
1243 | if not dateList: | |
| 1244 | print "[Reading] Date range selected invalid [%s - %s]: No *%s files in %s)" %(startDate, endDate, ext, path) |
|
1244 | print "[Reading] Date range selected invalid [%s - %s]: No *%s files in %s)" %(startDate, endDate, ext, path) | |
| 1245 |
|
1245 | |||
| 1246 | if include_path: |
|
1246 | if include_path: | |
| 1247 | return dateList, pathList |
|
1247 | return dateList, pathList | |
| 1248 |
|
1248 | |||
| 1249 | return dateList |
|
1249 | return dateList | |
| 1250 |
|
1250 | |||
| 1251 | def setup(self, |
|
1251 | def setup(self, | |
| 1252 | path=None, |
|
1252 | path=None, | |
| 1253 | startDate=None, |
|
1253 | startDate=None, | |
| 1254 | endDate=None, |
|
1254 | endDate=None, | |
| 1255 | startTime=datetime.time(0,0,0), |
|
1255 | startTime=datetime.time(0,0,0), | |
| 1256 | endTime=datetime.time(23,59,59), |
|
1256 | endTime=datetime.time(23,59,59), | |
| 1257 | set=None, |
|
1257 | set=None, | |
| 1258 | expLabel = "", |
|
1258 | expLabel = "", | |
| 1259 | ext = None, |
|
1259 | ext = None, | |
| 1260 | online = False, |
|
1260 | online = False, | |
| 1261 | delay = 60, |
|
1261 | delay = 60, | |
| 1262 | walk = True, |
|
1262 | walk = True, | |
| 1263 | getblock = False, |
|
1263 | getblock = False, | |
| 1264 | nTxs = 1, |
|
1264 | nTxs = 1, | |
| 1265 | realtime=False, |
|
1265 | realtime=False, | |
| 1266 | blocksize=None, |
|
1266 | blocksize=None, | |
| 1267 | blocktime=None, |
|
1267 | blocktime=None, | |
| 1268 | skip=None, |
|
1268 | skip=None, | |
| 1269 | cursor=None, |
|
1269 | cursor=None, | |
| 1270 | warnings=True, |
|
1270 | warnings=True, | |
| 1271 | verbose=True, |
|
1271 | verbose=True, | |
| 1272 |
server=None |
|
1272 | server=None, | |
|
|
1273 | format=None, | |||
|
|
1274 | oneDDict=None, | |||
|
|
1275 | twoDDict=None, | |||
|
|
1276 | ind2DList=None): | |||
| 1273 | if server is not None: |
|
1277 | if server is not None: | |
| 1274 | if 'tcp://' in server: |
|
1278 | if 'tcp://' in server: | |
| 1275 | address = server |
|
1279 | address = server | |
| 1276 | else: |
|
1280 | else: | |
| 1277 | address = 'ipc:///tmp/%s' % server |
|
1281 | address = 'ipc:///tmp/%s' % server | |
| 1278 | self.server = address |
|
1282 | self.server = address | |
| 1279 | self.context = zmq.Context() |
|
1283 | self.context = zmq.Context() | |
| 1280 | self.receiver = self.context.socket(zmq.PULL) |
|
1284 | self.receiver = self.context.socket(zmq.PULL) | |
| 1281 | self.receiver.connect(self.server) |
|
1285 | self.receiver.connect(self.server) | |
| 1282 | time.sleep(0.5) |
|
1286 | time.sleep(0.5) | |
| 1283 | print '[Starting] ReceiverData from {}'.format(self.server) |
|
1287 | print '[Starting] ReceiverData from {}'.format(self.server) | |
| 1284 | else: |
|
1288 | else: | |
| 1285 | self.server = None |
|
1289 | self.server = None | |
| 1286 | if path == None: |
|
1290 | if path == None: | |
| 1287 | raise ValueError, "[Reading] The path is not valid" |
|
1291 | raise ValueError, "[Reading] The path is not valid" | |
| 1288 |
|
1292 | |||
| 1289 | if ext == None: |
|
1293 | if ext == None: | |
| 1290 | ext = self.ext |
|
1294 | ext = self.ext | |
| 1291 |
|
1295 | |||
| 1292 | if online: |
|
1296 | if online: | |
| 1293 | print "[Reading] Searching files in online mode..." |
|
1297 | print "[Reading] Searching files in online mode..." | |
| 1294 |
|
1298 | |||
| 1295 | for nTries in range( self.nTries ): |
|
1299 | for nTries in range( self.nTries ): | |
| 1296 | fullpath, foldercounter, file, year, doy, set = self.__searchFilesOnLine(path=path, expLabel=expLabel, ext=ext, walk=walk, set=set) |
|
1300 | fullpath, foldercounter, file, year, doy, set = self.__searchFilesOnLine(path=path, expLabel=expLabel, ext=ext, walk=walk, set=set) | |
| 1297 |
|
1301 | |||
| 1298 | if fullpath: |
|
1302 | if fullpath: | |
| 1299 | break |
|
1303 | break | |
| 1300 |
|
1304 | |||
| 1301 | print '[Reading] Waiting %0.2f sec for an valid file in %s: try %02d ...' % (self.delay, path, nTries+1) |
|
1305 | print '[Reading] Waiting %0.2f sec for an valid file in %s: try %02d ...' % (self.delay, path, nTries+1) | |
| 1302 | sleep( self.delay ) |
|
1306 | sleep( self.delay ) | |
| 1303 |
|
1307 | |||
| 1304 | if not(fullpath): |
|
1308 | if not(fullpath): | |
| 1305 | print "[Reading] There 'isn't any valid file in %s" % path |
|
1309 | print "[Reading] There 'isn't any valid file in %s" % path | |
| 1306 | return |
|
1310 | return | |
| 1307 |
|
1311 | |||
| 1308 | self.year = year |
|
1312 | self.year = year | |
| 1309 | self.doy = doy |
|
1313 | self.doy = doy | |
| 1310 | self.set = set - 1 |
|
1314 | self.set = set - 1 | |
| 1311 | self.path = path |
|
1315 | self.path = path | |
| 1312 | self.foldercounter = foldercounter |
|
1316 | self.foldercounter = foldercounter | |
| 1313 | last_set = None |
|
1317 | last_set = None | |
| 1314 | else: |
|
1318 | else: | |
| 1315 | print "[Reading] Searching files in offline mode ..." |
|
1319 | print "[Reading] Searching files in offline mode ..." | |
| 1316 | pathList, filenameList = self.searchFilesOffLine(path, startDate=startDate, endDate=endDate, |
|
1320 | pathList, filenameList = self.searchFilesOffLine(path, startDate=startDate, endDate=endDate, | |
| 1317 | startTime=startTime, endTime=endTime, |
|
1321 | startTime=startTime, endTime=endTime, | |
| 1318 | set=set, expLabel=expLabel, ext=ext, |
|
1322 | set=set, expLabel=expLabel, ext=ext, | |
| 1319 | walk=walk, cursor=cursor, |
|
1323 | walk=walk, cursor=cursor, | |
| 1320 | skip=skip) |
|
1324 | skip=skip) | |
| 1321 |
|
1325 | |||
| 1322 | if not(pathList): |
|
1326 | if not(pathList): | |
| 1323 | self.fileIndex = -1 |
|
1327 | self.fileIndex = -1 | |
| 1324 | self.pathList = [] |
|
1328 | self.pathList = [] | |
| 1325 | self.filenameList = [] |
|
1329 | self.filenameList = [] | |
| 1326 | return |
|
1330 | return | |
| 1327 |
|
1331 | |||
| 1328 | self.fileIndex = -1 |
|
1332 | self.fileIndex = -1 | |
| 1329 | self.pathList = pathList |
|
1333 | self.pathList = pathList | |
| 1330 | self.filenameList = filenameList |
|
1334 | self.filenameList = filenameList | |
| 1331 | file_name = os.path.basename(filenameList[-1]) |
|
1335 | file_name = os.path.basename(filenameList[-1]) | |
| 1332 | basename, ext = os.path.splitext(file_name) |
|
1336 | basename, ext = os.path.splitext(file_name) | |
| 1333 | last_set = int(basename[-3:]) |
|
1337 | last_set = int(basename[-3:]) | |
| 1334 |
|
1338 | |||
| 1335 | self.online = online |
|
1339 | self.online = online | |
| 1336 | self.realtime = realtime |
|
1340 | self.realtime = realtime | |
| 1337 | self.delay = delay |
|
1341 | self.delay = delay | |
| 1338 | ext = ext.lower() |
|
1342 | ext = ext.lower() | |
| 1339 | self.ext = ext |
|
1343 | self.ext = ext | |
| 1340 | self.getByBlock = getblock |
|
1344 | self.getByBlock = getblock | |
| 1341 | self.nTxs = nTxs |
|
1345 | self.nTxs = nTxs | |
| 1342 | self.startTime = startTime |
|
1346 | self.startTime = startTime | |
| 1343 | self.endTime = endTime |
|
1347 | self.endTime = endTime | |
| 1344 |
|
1348 | |||
| 1345 | #Added----------------- |
|
1349 | #Added----------------- | |
| 1346 | self.selBlocksize = blocksize |
|
1350 | self.selBlocksize = blocksize | |
| 1347 | self.selBlocktime = blocktime |
|
1351 | self.selBlocktime = blocktime | |
| 1348 |
|
1352 | |||
| 1349 | # Verbose----------- |
|
1353 | # Verbose----------- | |
| 1350 | self.verbose = verbose |
|
1354 | self.verbose = verbose | |
| 1351 | self.warnings = warnings |
|
1355 | self.warnings = warnings | |
| 1352 |
|
1356 | |||
| 1353 | if not(self.setNextFile()): |
|
1357 | if not(self.setNextFile()): | |
| 1354 | if (startDate!=None) and (endDate!=None): |
|
1358 | if (startDate!=None) and (endDate!=None): | |
| 1355 | print "[Reading] No files in range: %s - %s" %(datetime.datetime.combine(startDate,startTime).ctime(), datetime.datetime.combine(endDate,endTime).ctime()) |
|
1359 | print "[Reading] No files in range: %s - %s" %(datetime.datetime.combine(startDate,startTime).ctime(), datetime.datetime.combine(endDate,endTime).ctime()) | |
| 1356 | elif startDate != None: |
|
1360 | elif startDate != None: | |
| 1357 | print "[Reading] No files in range: %s" %(datetime.datetime.combine(startDate,startTime).ctime()) |
|
1361 | print "[Reading] No files in range: %s" %(datetime.datetime.combine(startDate,startTime).ctime()) | |
| 1358 | else: |
|
1362 | else: | |
| 1359 | print "[Reading] No files" |
|
1363 | print "[Reading] No files" | |
| 1360 |
|
1364 | |||
| 1361 | self.fileIndex = -1 |
|
1365 | self.fileIndex = -1 | |
| 1362 | self.pathList = [] |
|
1366 | self.pathList = [] | |
| 1363 | self.filenameList = [] |
|
1367 | self.filenameList = [] | |
| 1364 | return |
|
1368 | return | |
| 1365 |
|
1369 | |||
| 1366 | # self.getBasicHeader() |
|
1370 | # self.getBasicHeader() | |
| 1367 |
|
1371 | |||
| 1368 | if last_set != None: |
|
1372 | if last_set != None: | |
| 1369 | self.dataOut.last_block = last_set * self.processingHeaderObj.dataBlocksPerFile + self.basicHeaderObj.dataBlock |
|
1373 | self.dataOut.last_block = last_set * self.processingHeaderObj.dataBlocksPerFile + self.basicHeaderObj.dataBlock | |
| 1370 | return |
|
1374 | return | |
| 1371 |
|
1375 | |||
| 1372 | def getBasicHeader(self): |
|
1376 | def getBasicHeader(self): | |
| 1373 |
|
1377 | |||
| 1374 | self.dataOut.utctime = self.basicHeaderObj.utc + self.basicHeaderObj.miliSecond/1000. + self.profileIndex * self.radarControllerHeaderObj.ippSeconds |
|
1378 | self.dataOut.utctime = self.basicHeaderObj.utc + self.basicHeaderObj.miliSecond/1000. + self.profileIndex * self.radarControllerHeaderObj.ippSeconds | |
| 1375 |
|
1379 | |||
| 1376 | self.dataOut.flagDiscontinuousBlock = self.flagDiscontinuousBlock |
|
1380 | self.dataOut.flagDiscontinuousBlock = self.flagDiscontinuousBlock | |
| 1377 |
|
1381 | |||
| 1378 | self.dataOut.timeZone = self.basicHeaderObj.timeZone |
|
1382 | self.dataOut.timeZone = self.basicHeaderObj.timeZone | |
| 1379 |
|
1383 | |||
| 1380 | self.dataOut.dstFlag = self.basicHeaderObj.dstFlag |
|
1384 | self.dataOut.dstFlag = self.basicHeaderObj.dstFlag | |
| 1381 |
|
1385 | |||
| 1382 | self.dataOut.errorCount = self.basicHeaderObj.errorCount |
|
1386 | self.dataOut.errorCount = self.basicHeaderObj.errorCount | |
| 1383 |
|
1387 | |||
| 1384 | self.dataOut.useLocalTime = self.basicHeaderObj.useLocalTime |
|
1388 | self.dataOut.useLocalTime = self.basicHeaderObj.useLocalTime | |
| 1385 |
|
1389 | |||
| 1386 | self.dataOut.ippSeconds = self.radarControllerHeaderObj.ippSeconds/self.nTxs |
|
1390 | self.dataOut.ippSeconds = self.radarControllerHeaderObj.ippSeconds/self.nTxs | |
| 1387 |
|
1391 | |||
| 1388 | # self.dataOut.nProfiles = self.processingHeaderObj.profilesPerBlock*self.nTxs |
|
1392 | # self.dataOut.nProfiles = self.processingHeaderObj.profilesPerBlock*self.nTxs | |
| 1389 |
|
1393 | |||
| 1390 |
|
1394 | |||
| 1391 | def getFirstHeader(self): |
|
1395 | def getFirstHeader(self): | |
| 1392 |
|
1396 | |||
| 1393 | raise NotImplementedError |
|
1397 | raise NotImplementedError | |
| 1394 |
|
1398 | |||
| 1395 | def getData(self): |
|
1399 | def getData(self): | |
| 1396 |
|
1400 | |||
| 1397 | raise NotImplementedError |
|
1401 | raise NotImplementedError | |
| 1398 |
|
1402 | |||
| 1399 | def hasNotDataInBuffer(self): |
|
1403 | def hasNotDataInBuffer(self): | |
| 1400 |
|
1404 | |||
| 1401 | raise NotImplementedError |
|
1405 | raise NotImplementedError | |
| 1402 |
|
1406 | |||
| 1403 | def readBlock(self): |
|
1407 | def readBlock(self): | |
| 1404 |
|
1408 | |||
| 1405 | raise NotImplementedError |
|
1409 | raise NotImplementedError | |
| 1406 |
|
1410 | |||
| 1407 | def isEndProcess(self): |
|
1411 | def isEndProcess(self): | |
| 1408 |
|
1412 | |||
| 1409 | return self.flagNoMoreFiles |
|
1413 | return self.flagNoMoreFiles | |
| 1410 |
|
1414 | |||
| 1411 | def printReadBlocks(self): |
|
1415 | def printReadBlocks(self): | |
| 1412 |
|
1416 | |||
| 1413 | print "[Reading] Number of read blocks per file %04d" %self.nReadBlocks |
|
1417 | print "[Reading] Number of read blocks per file %04d" %self.nReadBlocks | |
| 1414 |
|
1418 | |||
| 1415 | def printTotalBlocks(self): |
|
1419 | def printTotalBlocks(self): | |
| 1416 |
|
1420 | |||
| 1417 | print "[Reading] Number of read blocks %04d" %self.nTotalBlocks |
|
1421 | print "[Reading] Number of read blocks %04d" %self.nTotalBlocks | |
| 1418 |
|
1422 | |||
| 1419 | def printNumberOfBlock(self): |
|
1423 | def printNumberOfBlock(self): | |
| 1420 | 'SPAM!' |
|
1424 | 'SPAM!' | |
| 1421 |
|
1425 | |||
| 1422 | # if self.flagIsNewBlock: |
|
1426 | # if self.flagIsNewBlock: | |
| 1423 | # print "[Reading] Block No. %d/%d -> %s" %(self.nReadBlocks, |
|
1427 | # print "[Reading] Block No. %d/%d -> %s" %(self.nReadBlocks, | |
| 1424 | # self.processingHeaderObj.dataBlocksPerFile, |
|
1428 | # self.processingHeaderObj.dataBlocksPerFile, | |
| 1425 | # self.dataOut.datatime.ctime()) |
|
1429 | # self.dataOut.datatime.ctime()) | |
| 1426 |
|
1430 | |||
| 1427 | def printInfo(self): |
|
1431 | def printInfo(self): | |
| 1428 |
|
1432 | |||
| 1429 | if self.__printInfo == False: |
|
1433 | if self.__printInfo == False: | |
| 1430 | return |
|
1434 | return | |
| 1431 |
|
1435 | |||
| 1432 | self.basicHeaderObj.printInfo() |
|
1436 | self.basicHeaderObj.printInfo() | |
| 1433 | self.systemHeaderObj.printInfo() |
|
1437 | self.systemHeaderObj.printInfo() | |
| 1434 | self.radarControllerHeaderObj.printInfo() |
|
1438 | self.radarControllerHeaderObj.printInfo() | |
| 1435 | self.processingHeaderObj.printInfo() |
|
1439 | self.processingHeaderObj.printInfo() | |
| 1436 |
|
1440 | |||
| 1437 | self.__printInfo = False |
|
1441 | self.__printInfo = False | |
| 1438 |
|
1442 | |||
| 1439 | def run(self, |
|
1443 | def run(self, | |
| 1440 | path=None, |
|
1444 | path=None, | |
| 1441 | startDate=None, |
|
1445 | startDate=None, | |
| 1442 | endDate=None, |
|
1446 | endDate=None, | |
| 1443 | startTime=datetime.time(0,0,0), |
|
1447 | startTime=datetime.time(0,0,0), | |
| 1444 | endTime=datetime.time(23,59,59), |
|
1448 | endTime=datetime.time(23,59,59), | |
| 1445 | set=None, |
|
1449 | set=None, | |
| 1446 | expLabel = "", |
|
1450 | expLabel = "", | |
| 1447 | ext = None, |
|
1451 | ext = None, | |
| 1448 | online = False, |
|
1452 | online = False, | |
| 1449 | delay = 60, |
|
1453 | delay = 60, | |
| 1450 | walk = True, |
|
1454 | walk = True, | |
| 1451 | getblock = False, |
|
1455 | getblock = False, | |
| 1452 | nTxs = 1, |
|
1456 | nTxs = 1, | |
| 1453 | realtime=False, |
|
1457 | realtime=False, | |
| 1454 | blocksize=None, |
|
1458 | blocksize=None, | |
| 1455 | blocktime=None, |
|
1459 | blocktime=None, | |
| 1456 | skip=None, |
|
1460 | skip=None, | |
| 1457 | cursor=None, |
|
1461 | cursor=None, | |
| 1458 | warnings=True, |
|
1462 | warnings=True, | |
| 1459 | server=None, |
|
1463 | server=None, | |
| 1460 |
verbose=True, |
|
1464 | verbose=True, | |
|
|
1465 | format=None, | |||
|
|
1466 | oneDDict=None, | |||
|
|
1467 | twoDDict=None, | |||
|
|
1468 | ind2DList=None, **kwargs): | |||
| 1461 |
|
1469 | |||
| 1462 | if not(self.isConfig): |
|
1470 | if not(self.isConfig): | |
| 1463 | self.setup(path=path, |
|
1471 | self.setup(path=path, | |
| 1464 | startDate=startDate, |
|
1472 | startDate=startDate, | |
| 1465 | endDate=endDate, |
|
1473 | endDate=endDate, | |
| 1466 | startTime=startTime, |
|
1474 | startTime=startTime, | |
| 1467 | endTime=endTime, |
|
1475 | endTime=endTime, | |
| 1468 | set=set, |
|
1476 | set=set, | |
| 1469 | expLabel=expLabel, |
|
1477 | expLabel=expLabel, | |
| 1470 | ext=ext, |
|
1478 | ext=ext, | |
| 1471 | online=online, |
|
1479 | online=online, | |
| 1472 | delay=delay, |
|
1480 | delay=delay, | |
| 1473 | walk=walk, |
|
1481 | walk=walk, | |
| 1474 | getblock=getblock, |
|
1482 | getblock=getblock, | |
| 1475 | nTxs=nTxs, |
|
1483 | nTxs=nTxs, | |
| 1476 | realtime=realtime, |
|
1484 | realtime=realtime, | |
| 1477 | blocksize=blocksize, |
|
1485 | blocksize=blocksize, | |
| 1478 | blocktime=blocktime, |
|
1486 | blocktime=blocktime, | |
| 1479 | skip=skip, |
|
1487 | skip=skip, | |
| 1480 | cursor=cursor, |
|
1488 | cursor=cursor, | |
| 1481 | warnings=warnings, |
|
1489 | warnings=warnings, | |
| 1482 | server=server, |
|
1490 | server=server, | |
| 1483 |
verbose=verbose |
|
1491 | verbose=verbose, | |
|
|
1492 | format=format, | |||
|
|
1493 | oneDDict=oneDDict, | |||
|
|
1494 | twoDDict=twoDDict, | |||
|
|
1495 | ind2DList=ind2DList) | |||
| 1484 | self.isConfig = True |
|
1496 | self.isConfig = True | |
| 1485 | if server is None: |
|
1497 | if server is None: | |
| 1486 | self.getData() |
|
1498 | self.getData() | |
| 1487 | else: |
|
1499 | else: | |
| 1488 | self.getFromServer() |
|
1500 | self.getFromServer() | |
| 1489 |
|
1501 | |||
| 1490 | class JRODataWriter(JRODataIO): |
|
1502 | class JRODataWriter(JRODataIO): | |
| 1491 |
|
1503 | |||
| 1492 | """ |
|
1504 | """ | |
| 1493 | Esta clase permite escribir datos a archivos procesados (.r o ,pdata). La escritura |
|
1505 | Esta clase permite escribir datos a archivos procesados (.r o ,pdata). La escritura | |
| 1494 | de los datos siempre se realiza por bloques. |
|
1506 | de los datos siempre se realiza por bloques. | |
| 1495 | """ |
|
1507 | """ | |
| 1496 |
|
1508 | |||
| 1497 | blockIndex = 0 |
|
1509 | blockIndex = 0 | |
| 1498 |
|
1510 | |||
| 1499 | path = None |
|
1511 | path = None | |
| 1500 |
|
1512 | |||
| 1501 | setFile = None |
|
1513 | setFile = None | |
| 1502 |
|
1514 | |||
| 1503 | profilesPerBlock = None |
|
1515 | profilesPerBlock = None | |
| 1504 |
|
1516 | |||
| 1505 | blocksPerFile = None |
|
1517 | blocksPerFile = None | |
| 1506 |
|
1518 | |||
| 1507 | nWriteBlocks = 0 |
|
1519 | nWriteBlocks = 0 | |
| 1508 |
|
1520 | |||
| 1509 | fileDate = None |
|
1521 | fileDate = None | |
| 1510 |
|
1522 | |||
| 1511 | def __init__(self, dataOut=None): |
|
1523 | def __init__(self, dataOut=None): | |
| 1512 | raise NotImplementedError |
|
1524 | raise NotImplementedError | |
| 1513 |
|
1525 | |||
| 1514 |
|
1526 | |||
| 1515 | def hasAllDataInBuffer(self): |
|
1527 | def hasAllDataInBuffer(self): | |
| 1516 | raise NotImplementedError |
|
1528 | raise NotImplementedError | |
| 1517 |
|
1529 | |||
| 1518 |
|
1530 | |||
| 1519 | def setBlockDimension(self): |
|
1531 | def setBlockDimension(self): | |
| 1520 | raise NotImplementedError |
|
1532 | raise NotImplementedError | |
| 1521 |
|
1533 | |||
| 1522 |
|
1534 | |||
| 1523 | def writeBlock(self): |
|
1535 | def writeBlock(self): | |
| 1524 | raise NotImplementedError |
|
1536 | raise NotImplementedError | |
| 1525 |
|
1537 | |||
| 1526 |
|
1538 | |||
| 1527 | def putData(self): |
|
1539 | def putData(self): | |
| 1528 | raise NotImplementedError |
|
1540 | raise NotImplementedError | |
| 1529 |
|
1541 | |||
| 1530 |
|
1542 | |||
| 1531 | def getProcessFlags(self): |
|
1543 | def getProcessFlags(self): | |
| 1532 |
|
1544 | |||
| 1533 | processFlags = 0 |
|
1545 | processFlags = 0 | |
| 1534 |
|
1546 | |||
| 1535 | dtype_index = get_dtype_index(self.dtype) |
|
1547 | dtype_index = get_dtype_index(self.dtype) | |
| 1536 | procflag_dtype = get_procflag_dtype(dtype_index) |
|
1548 | procflag_dtype = get_procflag_dtype(dtype_index) | |
| 1537 |
|
1549 | |||
| 1538 | processFlags += procflag_dtype |
|
1550 | processFlags += procflag_dtype | |
| 1539 |
|
1551 | |||
| 1540 | if self.dataOut.flagDecodeData: |
|
1552 | if self.dataOut.flagDecodeData: | |
| 1541 | processFlags += PROCFLAG.DECODE_DATA |
|
1553 | processFlags += PROCFLAG.DECODE_DATA | |
| 1542 |
|
1554 | |||
| 1543 | if self.dataOut.flagDeflipData: |
|
1555 | if self.dataOut.flagDeflipData: | |
| 1544 | processFlags += PROCFLAG.DEFLIP_DATA |
|
1556 | processFlags += PROCFLAG.DEFLIP_DATA | |
| 1545 |
|
1557 | |||
| 1546 | if self.dataOut.code is not None: |
|
1558 | if self.dataOut.code is not None: | |
| 1547 | processFlags += PROCFLAG.DEFINE_PROCESS_CODE |
|
1559 | processFlags += PROCFLAG.DEFINE_PROCESS_CODE | |
| 1548 |
|
1560 | |||
| 1549 | if self.dataOut.nCohInt > 1: |
|
1561 | if self.dataOut.nCohInt > 1: | |
| 1550 | processFlags += PROCFLAG.COHERENT_INTEGRATION |
|
1562 | processFlags += PROCFLAG.COHERENT_INTEGRATION | |
| 1551 |
|
1563 | |||
| 1552 | if self.dataOut.type == "Spectra": |
|
1564 | if self.dataOut.type == "Spectra": | |
| 1553 | if self.dataOut.nIncohInt > 1: |
|
1565 | if self.dataOut.nIncohInt > 1: | |
| 1554 | processFlags += PROCFLAG.INCOHERENT_INTEGRATION |
|
1566 | processFlags += PROCFLAG.INCOHERENT_INTEGRATION | |
| 1555 |
|
1567 | |||
| 1556 | if self.dataOut.data_dc is not None: |
|
1568 | if self.dataOut.data_dc is not None: | |
| 1557 | processFlags += PROCFLAG.SAVE_CHANNELS_DC |
|
1569 | processFlags += PROCFLAG.SAVE_CHANNELS_DC | |
| 1558 |
|
1570 | |||
| 1559 | if self.dataOut.flagShiftFFT: |
|
1571 | if self.dataOut.flagShiftFFT: | |
| 1560 | processFlags += PROCFLAG.SHIFT_FFT_DATA |
|
1572 | processFlags += PROCFLAG.SHIFT_FFT_DATA | |
| 1561 |
|
1573 | |||
| 1562 | return processFlags |
|
1574 | return processFlags | |
| 1563 |
|
1575 | |||
| 1564 | def setBasicHeader(self): |
|
1576 | def setBasicHeader(self): | |
| 1565 |
|
1577 | |||
| 1566 | self.basicHeaderObj.size = self.basicHeaderSize #bytes |
|
1578 | self.basicHeaderObj.size = self.basicHeaderSize #bytes | |
| 1567 | self.basicHeaderObj.version = self.versionFile |
|
1579 | self.basicHeaderObj.version = self.versionFile | |
| 1568 | self.basicHeaderObj.dataBlock = self.nTotalBlocks |
|
1580 | self.basicHeaderObj.dataBlock = self.nTotalBlocks | |
| 1569 |
|
1581 | |||
| 1570 | utc = numpy.floor(self.dataOut.utctime) |
|
1582 | utc = numpy.floor(self.dataOut.utctime) | |
| 1571 | milisecond = (self.dataOut.utctime - utc)* 1000.0 |
|
1583 | milisecond = (self.dataOut.utctime - utc)* 1000.0 | |
| 1572 |
|
1584 | |||
| 1573 | self.basicHeaderObj.utc = utc |
|
1585 | self.basicHeaderObj.utc = utc | |
| 1574 | self.basicHeaderObj.miliSecond = milisecond |
|
1586 | self.basicHeaderObj.miliSecond = milisecond | |
| 1575 | self.basicHeaderObj.timeZone = self.dataOut.timeZone |
|
1587 | self.basicHeaderObj.timeZone = self.dataOut.timeZone | |
| 1576 | self.basicHeaderObj.dstFlag = self.dataOut.dstFlag |
|
1588 | self.basicHeaderObj.dstFlag = self.dataOut.dstFlag | |
| 1577 | self.basicHeaderObj.errorCount = self.dataOut.errorCount |
|
1589 | self.basicHeaderObj.errorCount = self.dataOut.errorCount | |
| 1578 |
|
1590 | |||
| 1579 | def setFirstHeader(self): |
|
1591 | def setFirstHeader(self): | |
| 1580 | """ |
|
1592 | """ | |
| 1581 | Obtiene una copia del First Header |
|
1593 | Obtiene una copia del First Header | |
| 1582 |
|
1594 | |||
| 1583 | Affected: |
|
1595 | Affected: | |
| 1584 |
|
1596 | |||
| 1585 | self.basicHeaderObj |
|
1597 | self.basicHeaderObj | |
| 1586 | self.systemHeaderObj |
|
1598 | self.systemHeaderObj | |
| 1587 | self.radarControllerHeaderObj |
|
1599 | self.radarControllerHeaderObj | |
| 1588 | self.processingHeaderObj self. |
|
1600 | self.processingHeaderObj self. | |
| 1589 |
|
1601 | |||
| 1590 | Return: |
|
1602 | Return: | |
| 1591 | None |
|
1603 | None | |
| 1592 | """ |
|
1604 | """ | |
| 1593 |
|
1605 | |||
| 1594 | raise NotImplementedError |
|
1606 | raise NotImplementedError | |
| 1595 |
|
1607 | |||
| 1596 | def __writeFirstHeader(self): |
|
1608 | def __writeFirstHeader(self): | |
| 1597 | """ |
|
1609 | """ | |
| 1598 | Escribe el primer header del file es decir el Basic header y el Long header (SystemHeader, RadarControllerHeader, ProcessingHeader) |
|
1610 | Escribe el primer header del file es decir el Basic header y el Long header (SystemHeader, RadarControllerHeader, ProcessingHeader) | |
| 1599 |
|
1611 | |||
| 1600 | Affected: |
|
1612 | Affected: | |
| 1601 | __dataType |
|
1613 | __dataType | |
| 1602 |
|
1614 | |||
| 1603 | Return: |
|
1615 | Return: | |
| 1604 | None |
|
1616 | None | |
| 1605 | """ |
|
1617 | """ | |
| 1606 |
|
1618 | |||
| 1607 | # CALCULAR PARAMETROS |
|
1619 | # CALCULAR PARAMETROS | |
| 1608 |
|
1620 | |||
| 1609 | sizeLongHeader = self.systemHeaderObj.size + self.radarControllerHeaderObj.size + self.processingHeaderObj.size |
|
1621 | sizeLongHeader = self.systemHeaderObj.size + self.radarControllerHeaderObj.size + self.processingHeaderObj.size | |
| 1610 | self.basicHeaderObj.size = self.basicHeaderSize + sizeLongHeader |
|
1622 | self.basicHeaderObj.size = self.basicHeaderSize + sizeLongHeader | |
| 1611 |
|
1623 | |||
| 1612 | self.basicHeaderObj.write(self.fp) |
|
1624 | self.basicHeaderObj.write(self.fp) | |
| 1613 | self.systemHeaderObj.write(self.fp) |
|
1625 | self.systemHeaderObj.write(self.fp) | |
| 1614 | self.radarControllerHeaderObj.write(self.fp) |
|
1626 | self.radarControllerHeaderObj.write(self.fp) | |
| 1615 | self.processingHeaderObj.write(self.fp) |
|
1627 | self.processingHeaderObj.write(self.fp) | |
| 1616 |
|
1628 | |||
| 1617 | def __setNewBlock(self): |
|
1629 | def __setNewBlock(self): | |
| 1618 | """ |
|
1630 | """ | |
| 1619 | Si es un nuevo file escribe el First Header caso contrario escribe solo el Basic Header |
|
1631 | Si es un nuevo file escribe el First Header caso contrario escribe solo el Basic Header | |
| 1620 |
|
1632 | |||
| 1621 | Return: |
|
1633 | Return: | |
| 1622 | 0 : si no pudo escribir nada |
|
1634 | 0 : si no pudo escribir nada | |
| 1623 | 1 : Si escribio el Basic el First Header |
|
1635 | 1 : Si escribio el Basic el First Header | |
| 1624 | """ |
|
1636 | """ | |
| 1625 | if self.fp == None: |
|
1637 | if self.fp == None: | |
| 1626 | self.setNextFile() |
|
1638 | self.setNextFile() | |
| 1627 |
|
1639 | |||
| 1628 | if self.flagIsNewFile: |
|
1640 | if self.flagIsNewFile: | |
| 1629 | return 1 |
|
1641 | return 1 | |
| 1630 |
|
1642 | |||
| 1631 | if self.blockIndex < self.processingHeaderObj.dataBlocksPerFile: |
|
1643 | if self.blockIndex < self.processingHeaderObj.dataBlocksPerFile: | |
| 1632 | self.basicHeaderObj.write(self.fp) |
|
1644 | self.basicHeaderObj.write(self.fp) | |
| 1633 | return 1 |
|
1645 | return 1 | |
| 1634 |
|
1646 | |||
| 1635 | if not( self.setNextFile() ): |
|
1647 | if not( self.setNextFile() ): | |
| 1636 | return 0 |
|
1648 | return 0 | |
| 1637 |
|
1649 | |||
| 1638 | return 1 |
|
1650 | return 1 | |
| 1639 |
|
1651 | |||
| 1640 |
|
1652 | |||
| 1641 | def writeNextBlock(self): |
|
1653 | def writeNextBlock(self): | |
| 1642 | """ |
|
1654 | """ | |
| 1643 | Selecciona el bloque siguiente de datos y los escribe en un file |
|
1655 | Selecciona el bloque siguiente de datos y los escribe en un file | |
| 1644 |
|
1656 | |||
| 1645 | Return: |
|
1657 | Return: | |
| 1646 | 0 : Si no hizo pudo escribir el bloque de datos |
|
1658 | 0 : Si no hizo pudo escribir el bloque de datos | |
| 1647 | 1 : Si no pudo escribir el bloque de datos |
|
1659 | 1 : Si no pudo escribir el bloque de datos | |
| 1648 | """ |
|
1660 | """ | |
| 1649 | if not( self.__setNewBlock() ): |
|
1661 | if not( self.__setNewBlock() ): | |
| 1650 | return 0 |
|
1662 | return 0 | |
| 1651 |
|
1663 | |||
| 1652 | self.writeBlock() |
|
1664 | self.writeBlock() | |
| 1653 |
|
1665 | |||
| 1654 | print "[Writing] Block No. %d/%d" %(self.blockIndex, |
|
1666 | print "[Writing] Block No. %d/%d" %(self.blockIndex, | |
| 1655 | self.processingHeaderObj.dataBlocksPerFile) |
|
1667 | self.processingHeaderObj.dataBlocksPerFile) | |
| 1656 |
|
1668 | |||
| 1657 | return 1 |
|
1669 | return 1 | |
| 1658 |
|
1670 | |||
| 1659 | def setNextFile(self): |
|
1671 | def setNextFile(self): | |
| 1660 | """ |
|
1672 | """ | |
| 1661 | Determina el siguiente file que sera escrito |
|
1673 | Determina el siguiente file que sera escrito | |
| 1662 |
|
1674 | |||
| 1663 | Affected: |
|
1675 | Affected: | |
| 1664 | self.filename |
|
1676 | self.filename | |
| 1665 | self.subfolder |
|
1677 | self.subfolder | |
| 1666 | self.fp |
|
1678 | self.fp | |
| 1667 | self.setFile |
|
1679 | self.setFile | |
| 1668 | self.flagIsNewFile |
|
1680 | self.flagIsNewFile | |
| 1669 |
|
1681 | |||
| 1670 | Return: |
|
1682 | Return: | |
| 1671 | 0 : Si el archivo no puede ser escrito |
|
1683 | 0 : Si el archivo no puede ser escrito | |
| 1672 | 1 : Si el archivo esta listo para ser escrito |
|
1684 | 1 : Si el archivo esta listo para ser escrito | |
| 1673 | """ |
|
1685 | """ | |
| 1674 | ext = self.ext |
|
1686 | ext = self.ext | |
| 1675 | path = self.path |
|
1687 | path = self.path | |
| 1676 |
|
1688 | |||
| 1677 | if self.fp != None: |
|
1689 | if self.fp != None: | |
| 1678 | self.fp.close() |
|
1690 | self.fp.close() | |
| 1679 |
|
1691 | |||
| 1680 | timeTuple = time.localtime( self.dataOut.utctime) |
|
1692 | timeTuple = time.localtime( self.dataOut.utctime) | |
| 1681 | subfolder = 'd%4.4d%3.3d' % (timeTuple.tm_year,timeTuple.tm_yday) |
|
1693 | subfolder = 'd%4.4d%3.3d' % (timeTuple.tm_year,timeTuple.tm_yday) | |
| 1682 |
|
1694 | |||
| 1683 | fullpath = os.path.join( path, subfolder ) |
|
1695 | fullpath = os.path.join( path, subfolder ) | |
| 1684 | setFile = self.setFile |
|
1696 | setFile = self.setFile | |
| 1685 |
|
1697 | |||
| 1686 | if not( os.path.exists(fullpath) ): |
|
1698 | if not( os.path.exists(fullpath) ): | |
| 1687 | os.mkdir(fullpath) |
|
1699 | os.mkdir(fullpath) | |
| 1688 | setFile = -1 #inicializo mi contador de seteo |
|
1700 | setFile = -1 #inicializo mi contador de seteo | |
| 1689 | else: |
|
1701 | else: | |
| 1690 | filesList = os.listdir( fullpath ) |
|
1702 | filesList = os.listdir( fullpath ) | |
| 1691 | if len( filesList ) > 0: |
|
1703 | if len( filesList ) > 0: | |
| 1692 | filesList = sorted( filesList, key=str.lower ) |
|
1704 | filesList = sorted( filesList, key=str.lower ) | |
| 1693 | filen = filesList[-1] |
|
1705 | filen = filesList[-1] | |
| 1694 | # el filename debera tener el siguiente formato |
|
1706 | # el filename debera tener el siguiente formato | |
| 1695 | # 0 1234 567 89A BCDE (hex) |
|
1707 | # 0 1234 567 89A BCDE (hex) | |
| 1696 | # x YYYY DDD SSS .ext |
|
1708 | # x YYYY DDD SSS .ext | |
| 1697 | if isNumber( filen[8:11] ): |
|
1709 | if isNumber( filen[8:11] ): | |
| 1698 | setFile = int( filen[8:11] ) #inicializo mi contador de seteo al seteo del ultimo file |
|
1710 | setFile = int( filen[8:11] ) #inicializo mi contador de seteo al seteo del ultimo file | |
| 1699 | else: |
|
1711 | else: | |
| 1700 | setFile = -1 |
|
1712 | setFile = -1 | |
| 1701 | else: |
|
1713 | else: | |
| 1702 | setFile = -1 #inicializo mi contador de seteo |
|
1714 | setFile = -1 #inicializo mi contador de seteo | |
| 1703 |
|
1715 | |||
| 1704 | setFile += 1 |
|
1716 | setFile += 1 | |
| 1705 |
|
1717 | |||
| 1706 | #If this is a new day it resets some values |
|
1718 | #If this is a new day it resets some values | |
| 1707 | if self.dataOut.datatime.date() > self.fileDate: |
|
1719 | if self.dataOut.datatime.date() > self.fileDate: | |
| 1708 | setFile = 0 |
|
1720 | setFile = 0 | |
| 1709 | self.nTotalBlocks = 0 |
|
1721 | self.nTotalBlocks = 0 | |
| 1710 |
|
1722 | |||
| 1711 | filen = '%s%4.4d%3.3d%3.3d%s' % (self.optchar, timeTuple.tm_year, timeTuple.tm_yday, setFile, ext ) |
|
1723 | filen = '%s%4.4d%3.3d%3.3d%s' % (self.optchar, timeTuple.tm_year, timeTuple.tm_yday, setFile, ext ) | |
| 1712 |
|
1724 | |||
| 1713 | filename = os.path.join( path, subfolder, filen ) |
|
1725 | filename = os.path.join( path, subfolder, filen ) | |
| 1714 |
|
1726 | |||
| 1715 | fp = open( filename,'wb' ) |
|
1727 | fp = open( filename,'wb' ) | |
| 1716 |
|
1728 | |||
| 1717 | self.blockIndex = 0 |
|
1729 | self.blockIndex = 0 | |
| 1718 |
|
1730 | |||
| 1719 | #guardando atributos |
|
1731 | #guardando atributos | |
| 1720 | self.filename = filename |
|
1732 | self.filename = filename | |
| 1721 | self.subfolder = subfolder |
|
1733 | self.subfolder = subfolder | |
| 1722 | self.fp = fp |
|
1734 | self.fp = fp | |
| 1723 | self.setFile = setFile |
|
1735 | self.setFile = setFile | |
| 1724 | self.flagIsNewFile = 1 |
|
1736 | self.flagIsNewFile = 1 | |
| 1725 | self.fileDate = self.dataOut.datatime.date() |
|
1737 | self.fileDate = self.dataOut.datatime.date() | |
| 1726 |
|
1738 | |||
| 1727 | self.setFirstHeader() |
|
1739 | self.setFirstHeader() | |
| 1728 |
|
1740 | |||
| 1729 | print '[Writing] Opening file: %s'%self.filename |
|
1741 | print '[Writing] Opening file: %s'%self.filename | |
| 1730 |
|
1742 | |||
| 1731 | self.__writeFirstHeader() |
|
1743 | self.__writeFirstHeader() | |
| 1732 |
|
1744 | |||
| 1733 | return 1 |
|
1745 | return 1 | |
| 1734 |
|
1746 | |||
| 1735 | def setup(self, dataOut, path, blocksPerFile, profilesPerBlock=64, set=None, ext=None, datatype=4): |
|
1747 | def setup(self, dataOut, path, blocksPerFile, profilesPerBlock=64, set=None, ext=None, datatype=4): | |
| 1736 | """ |
|
1748 | """ | |
| 1737 | Setea el tipo de formato en la cual sera guardada la data y escribe el First Header |
|
1749 | Setea el tipo de formato en la cual sera guardada la data y escribe el First Header | |
| 1738 |
|
1750 | |||
| 1739 | Inputs: |
|
1751 | Inputs: | |
| 1740 | path : directory where data will be saved |
|
1752 | path : directory where data will be saved | |
| 1741 | profilesPerBlock : number of profiles per block |
|
1753 | profilesPerBlock : number of profiles per block | |
| 1742 | set : initial file set |
|
1754 | set : initial file set | |
| 1743 | datatype : An integer number that defines data type: |
|
1755 | datatype : An integer number that defines data type: | |
| 1744 | 0 : int8 (1 byte) |
|
1756 | 0 : int8 (1 byte) | |
| 1745 | 1 : int16 (2 bytes) |
|
1757 | 1 : int16 (2 bytes) | |
| 1746 | 2 : int32 (4 bytes) |
|
1758 | 2 : int32 (4 bytes) | |
| 1747 | 3 : int64 (8 bytes) |
|
1759 | 3 : int64 (8 bytes) | |
| 1748 | 4 : float32 (4 bytes) |
|
1760 | 4 : float32 (4 bytes) | |
| 1749 | 5 : double64 (8 bytes) |
|
1761 | 5 : double64 (8 bytes) | |
| 1750 |
|
1762 | |||
| 1751 | Return: |
|
1763 | Return: | |
| 1752 | 0 : Si no realizo un buen seteo |
|
1764 | 0 : Si no realizo un buen seteo | |
| 1753 | 1 : Si realizo un buen seteo |
|
1765 | 1 : Si realizo un buen seteo | |
| 1754 | """ |
|
1766 | """ | |
| 1755 |
|
1767 | |||
| 1756 | if ext == None: |
|
1768 | if ext == None: | |
| 1757 | ext = self.ext |
|
1769 | ext = self.ext | |
| 1758 |
|
1770 | |||
| 1759 | self.ext = ext.lower() |
|
1771 | self.ext = ext.lower() | |
| 1760 |
|
1772 | |||
| 1761 | self.path = path |
|
1773 | self.path = path | |
| 1762 |
|
1774 | |||
| 1763 | if set is None: |
|
1775 | if set is None: | |
| 1764 | self.setFile = -1 |
|
1776 | self.setFile = -1 | |
| 1765 | else: |
|
1777 | else: | |
| 1766 | self.setFile = set - 1 |
|
1778 | self.setFile = set - 1 | |
| 1767 |
|
1779 | |||
| 1768 | self.blocksPerFile = blocksPerFile |
|
1780 | self.blocksPerFile = blocksPerFile | |
| 1769 |
|
1781 | |||
| 1770 | self.profilesPerBlock = profilesPerBlock |
|
1782 | self.profilesPerBlock = profilesPerBlock | |
| 1771 |
|
1783 | |||
| 1772 | self.dataOut = dataOut |
|
1784 | self.dataOut = dataOut | |
| 1773 | self.fileDate = self.dataOut.datatime.date() |
|
1785 | self.fileDate = self.dataOut.datatime.date() | |
| 1774 | #By default |
|
1786 | #By default | |
| 1775 | self.dtype = self.dataOut.dtype |
|
1787 | self.dtype = self.dataOut.dtype | |
| 1776 |
|
1788 | |||
| 1777 | if datatype is not None: |
|
1789 | if datatype is not None: | |
| 1778 | self.dtype = get_numpy_dtype(datatype) |
|
1790 | self.dtype = get_numpy_dtype(datatype) | |
| 1779 |
|
1791 | |||
| 1780 | if not(self.setNextFile()): |
|
1792 | if not(self.setNextFile()): | |
| 1781 | print "[Writing] There isn't a next file" |
|
1793 | print "[Writing] There isn't a next file" | |
| 1782 | return 0 |
|
1794 | return 0 | |
| 1783 |
|
1795 | |||
| 1784 | self.setBlockDimension() |
|
1796 | self.setBlockDimension() | |
| 1785 |
|
1797 | |||
| 1786 | return 1 |
|
1798 | return 1 | |
| 1787 |
|
1799 | |||
| 1788 | def run(self, dataOut, path, blocksPerFile, profilesPerBlock=64, set=None, ext=None, datatype=4, **kwargs): |
|
1800 | def run(self, dataOut, path, blocksPerFile, profilesPerBlock=64, set=None, ext=None, datatype=4, **kwargs): | |
| 1789 |
|
1801 | |||
| 1790 | if not(self.isConfig): |
|
1802 | if not(self.isConfig): | |
| 1791 |
|
1803 | |||
| 1792 | self.setup(dataOut, path, blocksPerFile, profilesPerBlock=profilesPerBlock, set=set, ext=ext, datatype=datatype, **kwargs) |
|
1804 | self.setup(dataOut, path, blocksPerFile, profilesPerBlock=profilesPerBlock, set=set, ext=ext, datatype=datatype, **kwargs) | |
| 1793 | self.isConfig = True |
|
1805 | self.isConfig = True | |
| 1794 |
|
1806 | |||
| 1795 | self.putData() |
|
1807 | self.putData() | |
| @@ -1,243 +1,580 | |||||
| 1 | ''' |
|
1 | ''' | |
| 2 | Created on Aug 1, 2017 |
|
2 | Created on Aug 1, 2017 | |
| 3 |
|
3 | |||
| 4 | @author: Juan C. Espinoza |
|
4 | @author: Juan C. Espinoza | |
| 5 | ''' |
|
5 | ''' | |
| 6 |
|
6 | |||
| 7 | import os |
|
7 | import os | |
| 8 | import sys |
|
8 | import sys | |
| 9 | import time |
|
9 | import time | |
| 10 | import json |
|
10 | import json | |
|
|
11 | import glob | |||
| 11 | import datetime |
|
12 | import datetime | |
| 12 |
|
13 | |||
| 13 | import numpy |
|
14 | import numpy | |
|
|
15 | import h5py | |||
| 14 |
|
16 | |||
| 15 | try: |
|
17 | try: | |
| 16 | import madrigal |
|
18 | import madrigal | |
| 17 | import madrigal.cedar |
|
19 | import madrigal.cedar | |
| 18 | except: |
|
20 | except: | |
| 19 | print 'You should install "madrigal library" module if you want to read/write Madrigal data' |
|
21 | print 'You should install "madrigal library" module if you want to read/write Madrigal data' | |
| 20 |
|
22 | |||
| 21 |
from schainpy.model. |
|
23 | from schainpy.model.io.jroIO_base import JRODataReader | |
|
|
24 | from schainpy.model.proc.jroproc_base import ProcessingUnit, Operation | |||
| 22 | from schainpy.model.data.jrodata import Parameters |
|
25 | from schainpy.model.data.jrodata import Parameters | |
|
|
26 | from schainpy.utils import log | |||
|
|
27 | ||||
| 23 |
|
28 | |||
| 24 | MISSING = -32767 |
|
|||
| 25 | DEF_CATALOG = { |
|
29 | DEF_CATALOG = { | |
| 26 | 'principleInvestigator': 'Marco Milla', |
|
30 | 'principleInvestigator': 'Marco Milla', | |
| 27 | 'expPurpose': None, |
|
31 | 'expPurpose': None, | |
| 28 | 'expMode': None, |
|
32 | 'expMode': None, | |
| 29 | 'cycleTime': None, |
|
33 | 'cycleTime': None, | |
| 30 | 'correlativeExp': None, |
|
34 | 'correlativeExp': None, | |
| 31 | 'sciRemarks': None, |
|
35 | 'sciRemarks': None, | |
| 32 | 'instRemarks': None |
|
36 | 'instRemarks': None | |
| 33 | } |
|
37 | } | |
| 34 | DEF_HEADER = { |
|
38 | DEF_HEADER = { | |
| 35 | 'kindatDesc': None, |
|
39 | 'kindatDesc': None, | |
| 36 | 'analyst': 'Jicamarca User', |
|
40 | 'analyst': 'Jicamarca User', | |
| 37 | 'comments': None, |
|
41 | 'comments': None, | |
| 38 | 'history': None |
|
42 | 'history': None | |
| 39 | } |
|
43 | } | |
| 40 | MNEMONICS = { |
|
44 | MNEMONICS = { | |
| 41 | 10: 'jro', |
|
45 | 10: 'jro', | |
| 42 | 11: 'jbr', |
|
46 | 11: 'jbr', | |
| 43 | 840: 'jul', |
|
47 | 840: 'jul', | |
| 44 | 13: 'jas', |
|
48 | 13: 'jas', | |
| 45 | 1000: 'pbr', |
|
49 | 1000: 'pbr', | |
| 46 | 1001: 'hbr', |
|
50 | 1001: 'hbr', | |
| 47 | 1002: 'obr', |
|
51 | 1002: 'obr', | |
| 48 | } |
|
52 | } | |
| 49 |
|
53 | |||
|
|
54 | UT1970 = datetime.datetime(1970, 1, 1) - datetime.timedelta(seconds=time.timezone) | |||
|
|
55 | ||||
| 50 | def load_json(obj): |
|
56 | def load_json(obj): | |
| 51 | ''' |
|
57 | ''' | |
| 52 | Parse json as string instead of unicode |
|
58 | Parse json as string instead of unicode | |
| 53 | ''' |
|
59 | ''' | |
| 54 |
|
60 | |||
| 55 | if isinstance(obj, str): |
|
61 | if isinstance(obj, str): | |
| 56 |
|
|
62 | iterable = json.loads(obj) | |
|
|
63 | ||||
|
|
64 | if isinstance(iterable, dict): | |||
|
|
65 | return {str(k): load_json(v) if isinstance(v, dict) else str(v) if isinstance(v, unicode) else v | |||
|
|
66 | for k, v in iterable.items()} | |||
|
|
67 | elif isinstance(iterable, (list, tuple)): | |||
|
|
68 | return [str(v) if isinstance(v, unicode) else v for v in iterable] | |||
|
|
69 | ||||
|
|
70 | return iterable | |||
|
|
71 | ||||
|
|
72 | ||||
|
|
73 | class MADReader(JRODataReader, ProcessingUnit): | |||
|
|
74 | ||||
|
|
75 | def __init__(self, **kwargs): | |||
|
|
76 | ||||
|
|
77 | ProcessingUnit.__init__(self, **kwargs) | |||
|
|
78 | ||||
|
|
79 | self.dataOut = Parameters() | |||
|
|
80 | self.counter_records = 0 | |||
|
|
81 | self.nrecords = None | |||
|
|
82 | self.flagNoMoreFiles = 0 | |||
|
|
83 | self.isConfig = False | |||
|
|
84 | self.filename = None | |||
|
|
85 | self.intervals = set() | |||
|
|
86 | ||||
|
|
87 | def setup(self, | |||
|
|
88 | path=None, | |||
|
|
89 | startDate=None, | |||
|
|
90 | endDate=None, | |||
|
|
91 | format=None, | |||
|
|
92 | startTime=datetime.time(0, 0, 0), | |||
|
|
93 | endTime=datetime.time(23, 59, 59), | |||
|
|
94 | **kwargs): | |||
|
|
95 | ||||
|
|
96 | self.started = True | |||
|
|
97 | self.path = path | |||
|
|
98 | self.startDate = startDate | |||
|
|
99 | self.endDate = endDate | |||
|
|
100 | self.startTime = startTime | |||
|
|
101 | self.endTime = endTime | |||
|
|
102 | self.datatime = datetime.datetime(1900,1,1) | |||
|
|
103 | self.oneDDict = load_json(kwargs.get('oneDDict', | |||
|
|
104 | "{\"GDLATR\":\"lat\", \"GDLONR\":\"lon\"}")) | |||
|
|
105 | self.twoDDict = load_json(kwargs.get('twoDDict', | |||
|
|
106 | "{\"GDALT\": \"heightList\"}")) | |||
|
|
107 | self.ind2DList = load_json(kwargs.get('ind2DList', | |||
|
|
108 | "[\"GDALT\"]")) | |||
|
|
109 | if self.path is None: | |||
|
|
110 | raise ValueError, 'The path is not valid' | |||
|
|
111 | ||||
|
|
112 | if format is None: | |||
|
|
113 | raise ValueError, 'The format is not valid choose simple or hdf5' | |||
|
|
114 | elif format.lower() in ('simple', 'txt'): | |||
|
|
115 | self.ext = '.txt' | |||
|
|
116 | elif format.lower() in ('cedar',): | |||
|
|
117 | self.ext = '.001' | |||
|
|
118 | else: | |||
|
|
119 | self.ext = '.hdf5' | |||
|
|
120 | ||||
|
|
121 | self.search_files(self.path) | |||
|
|
122 | self.fileId = 0 | |||
|
|
123 | ||||
|
|
124 | if not self.fileList: | |||
|
|
125 | raise Warning, 'There is no files matching these date in the folder: {}. \n Check startDate and endDate'.format(path) | |||
|
|
126 | ||||
|
|
127 | self.setNextFile() | |||
|
|
128 | ||||
|
|
129 | def search_files(self, path): | |||
|
|
130 | ''' | |||
|
|
131 | Searching for madrigal files in path | |||
|
|
132 | Creating a list of files to procces included in [startDate,endDate] | |||
|
|
133 | ||||
|
|
134 | Input: | |||
|
|
135 | path - Path to find files | |||
|
|
136 | ''' | |||
|
|
137 | ||||
|
|
138 | print 'Searching files {} in {} '.format(self.ext, path) | |||
|
|
139 | foldercounter = 0 | |||
|
|
140 | fileList0 = glob.glob1(path, '*{}'.format(self.ext)) | |||
|
|
141 | fileList0.sort() | |||
|
|
142 | ||||
|
|
143 | self.fileList = [] | |||
|
|
144 | self.dateFileList = [] | |||
| 57 |
|
145 | |||
| 58 | return {str(k): load_json(v) if isinstance(v, dict) else str(v) if isinstance(v, unicode) else v |
|
146 | startDate = self.startDate - datetime.timedelta(1) | |
| 59 | for k, v in obj.items()} |
|
147 | endDate = self.endDate + datetime.timedelta(1) | |
|
|
148 | ||||
|
|
149 | for thisFile in fileList0: | |||
|
|
150 | year = thisFile[3:7] | |||
|
|
151 | if not year.isdigit(): | |||
|
|
152 | continue | |||
|
|
153 | ||||
|
|
154 | month = thisFile[7:9] | |||
|
|
155 | if not month.isdigit(): | |||
|
|
156 | continue | |||
|
|
157 | ||||
|
|
158 | day = thisFile[9:11] | |||
|
|
159 | if not day.isdigit(): | |||
|
|
160 | continue | |||
|
|
161 | ||||
|
|
162 | year, month, day = int(year), int(month), int(day) | |||
|
|
163 | dateFile = datetime.date(year, month, day) | |||
|
|
164 | ||||
|
|
165 | if (startDate > dateFile) or (endDate < dateFile): | |||
|
|
166 | continue | |||
|
|
167 | ||||
|
|
168 | self.fileList.append(thisFile) | |||
|
|
169 | self.dateFileList.append(dateFile) | |||
|
|
170 | ||||
|
|
171 | return | |||
|
|
172 | ||||
|
|
173 | def parseHeader(self): | |||
|
|
174 | ''' | |||
|
|
175 | ''' | |||
|
|
176 | ||||
|
|
177 | self.output = {} | |||
|
|
178 | self.version = '2' | |||
|
|
179 | s_parameters = None | |||
|
|
180 | if self.ext == '.txt': | |||
|
|
181 | self.parameters = [s.strip().lower() for s in self.fp.readline().strip().split(' ') if s] | |||
|
|
182 | elif self.ext == '.hdf5': | |||
|
|
183 | metadata = self.fp['Metadata'] | |||
|
|
184 | data = self.fp['Data']['Array Layout'] | |||
|
|
185 | if 'Independent Spatial Parameters' in metadata: | |||
|
|
186 | s_parameters = [s[0].lower() for s in metadata['Independent Spatial Parameters']] | |||
|
|
187 | self.version = '3' | |||
|
|
188 | one = [s[0].lower() for s in data['1D Parameters']['Data Parameters']] | |||
|
|
189 | one_d = [1 for s in one] | |||
|
|
190 | two = [s[0].lower() for s in data['2D Parameters']['Data Parameters']] | |||
|
|
191 | two_d = [2 for s in two] | |||
|
|
192 | self.parameters = one + two | |||
|
|
193 | self.parameters_d = one_d + two_d | |||
|
|
194 | ||||
|
|
195 | log.success('Parameters found: {}'.format(','.join(self.parameters)), | |||
|
|
196 | 'MADReader') | |||
|
|
197 | if s_parameters: | |||
|
|
198 | log.success('Spatial parameters: {}'.format(','.join(s_parameters)), | |||
|
|
199 | 'MADReader') | |||
|
|
200 | ||||
|
|
201 | for param in self.oneDDict.keys(): | |||
|
|
202 | if param.lower() not in self.parameters: | |||
|
|
203 | print('\x1b[33m[Warning]\x1b[0m Parameter \x1b[1;32m{}\x1b[0m not found will be ignored'.format( | |||
|
|
204 | param | |||
|
|
205 | )) | |||
|
|
206 | self.oneDDict.pop(param, None) | |||
|
|
207 | ||||
|
|
208 | for param, value in self.twoDDict.items(): | |||
|
|
209 | if param.lower() not in self.parameters: | |||
|
|
210 | print('\x1b[33m[Warning]\x1b[0m Parameter \x1b[1;32m{}\x1b[0m not found will be ignored'.format( | |||
|
|
211 | param | |||
|
|
212 | )) | |||
|
|
213 | self.twoDDict.pop(param, None) | |||
|
|
214 | continue | |||
|
|
215 | if isinstance(value, list): | |||
|
|
216 | if value[0] not in self.output: | |||
|
|
217 | self.output[value[0]] = [] | |||
|
|
218 | self.output[value[0]].append(None) | |||
|
|
219 | ||||
|
|
220 | def parseData(self): | |||
|
|
221 | ''' | |||
|
|
222 | ''' | |||
|
|
223 | ||||
|
|
224 | if self.ext == '.txt': | |||
|
|
225 | self.data = numpy.genfromtxt(self.fp, missing_values=('missing')) | |||
|
|
226 | self.nrecords = self.data.shape[0] | |||
|
|
227 | self.ranges = numpy.unique(self.data[:,self.parameters.index(self.ind2DList[0].lower())]) | |||
|
|
228 | elif self.ext == '.hdf5': | |||
|
|
229 | self.data = self.fp['Data']['Array Layout'] | |||
|
|
230 | self.nrecords = len(self.data['timestamps'].value) | |||
|
|
231 | self.ranges = self.data['range'].value | |||
|
|
232 | ||||
|
|
233 | def setNextFile(self): | |||
|
|
234 | ''' | |||
|
|
235 | ''' | |||
|
|
236 | ||||
|
|
237 | file_id = self.fileId | |||
|
|
238 | ||||
|
|
239 | if file_id == len(self.fileList): | |||
|
|
240 | print '\nNo more files in the folder' | |||
|
|
241 | print 'Total number of file(s) read : {}'.format(self.fileId) | |||
|
|
242 | self.flagNoMoreFiles = 1 | |||
|
|
243 | return 0 | |||
|
|
244 | ||||
|
|
245 | print('\x1b[32m[Info]\x1b[0m Opening: {}'.format( | |||
|
|
246 | self.fileList[file_id] | |||
|
|
247 | )) | |||
|
|
248 | filename = os.path.join(self.path, self.fileList[file_id]) | |||
|
|
249 | ||||
|
|
250 | if self.filename is not None: | |||
|
|
251 | self.fp.close() | |||
|
|
252 | ||||
|
|
253 | self.filename = filename | |||
|
|
254 | self.filedate = self.dateFileList[file_id] | |||
|
|
255 | ||||
|
|
256 | if self.ext=='.hdf5': | |||
|
|
257 | self.fp = h5py.File(self.filename, 'r') | |||
|
|
258 | else: | |||
|
|
259 | self.fp = open(self.filename, 'rb') | |||
|
|
260 | ||||
|
|
261 | self.parseHeader() | |||
|
|
262 | self.parseData() | |||
|
|
263 | self.sizeOfFile = os.path.getsize(self.filename) | |||
|
|
264 | self.counter_records = 0 | |||
|
|
265 | self.flagIsNewFile = 0 | |||
|
|
266 | self.fileId += 1 | |||
|
|
267 | ||||
|
|
268 | return 1 | |||
|
|
269 | ||||
|
|
270 | def readNextBlock(self): | |||
|
|
271 | ||||
|
|
272 | while True: | |||
|
|
273 | ||||
|
|
274 | if self.flagIsNewFile: | |||
|
|
275 | if not self.setNextFile(): | |||
|
|
276 | return 0 | |||
|
|
277 | ||||
|
|
278 | self.readBlock() | |||
|
|
279 | ||||
|
|
280 | if (self.datatime < datetime.datetime.combine(self.startDate, self.startTime)) or \ | |||
|
|
281 | (self.datatime > datetime.datetime.combine(self.endDate, self.endTime)): | |||
|
|
282 | print "\x1b[32m[Reading]\x1b[0m Record No. %d/%d -> %s \x1b[33m[Skipping]\x1b[0m" %( | |||
|
|
283 | self.counter_records, | |||
|
|
284 | self.nrecords, | |||
|
|
285 | self.datatime.ctime()) | |||
|
|
286 | continue | |||
|
|
287 | break | |||
|
|
288 | ||||
|
|
289 | print "\x1b[32m[Reading]\x1b[0m Record No. %d/%d -> %s" %( | |||
|
|
290 | self.counter_records, | |||
|
|
291 | self.nrecords, | |||
|
|
292 | self.datatime.ctime()) | |||
|
|
293 | ||||
|
|
294 | return 1 | |||
|
|
295 | ||||
|
|
296 | def readBlock(self): | |||
|
|
297 | ''' | |||
|
|
298 | ''' | |||
|
|
299 | dum = [] | |||
|
|
300 | if self.ext == '.txt': | |||
|
|
301 | dt = self.data[self.counter_records][:6].astype(int) | |||
|
|
302 | self.datatime = datetime.datetime(dt[0], dt[1], dt[2], dt[3], dt[4], dt[5]) | |||
|
|
303 | while True: | |||
|
|
304 | dt = self.data[self.counter_records][:6].astype(int) | |||
|
|
305 | datatime = datetime.datetime(dt[0], dt[1], dt[2], dt[3], dt[4], dt[5]) | |||
|
|
306 | if datatime == self.datatime: | |||
|
|
307 | dum.append(self.data[self.counter_records]) | |||
|
|
308 | self.counter_records += 1 | |||
|
|
309 | if self.counter_records == self.nrecords: | |||
|
|
310 | self.flagIsNewFile = True | |||
|
|
311 | break | |||
|
|
312 | continue | |||
|
|
313 | self.intervals.add((datatime-self.datatime).seconds) | |||
|
|
314 | break | |||
|
|
315 | elif self.ext == '.hdf5': | |||
|
|
316 | datatime = datetime.datetime.utcfromtimestamp( | |||
|
|
317 | self.data['timestamps'][self.counter_records]) | |||
|
|
318 | nHeights = len(self.ranges) | |||
|
|
319 | for n, param in enumerate(self.parameters): | |||
|
|
320 | if self.parameters_d[n] == 1: | |||
|
|
321 | dum.append(numpy.ones(nHeights)*self.data['1D Parameters'][param][self.counter_records]) | |||
|
|
322 | else: | |||
|
|
323 | if self.version == '2': | |||
|
|
324 | dum.append(self.data['2D Parameters'][param][self.counter_records]) | |||
|
|
325 | else: | |||
|
|
326 | tmp = self.data['2D Parameters'][param].value.T | |||
|
|
327 | dum.append(tmp[self.counter_records]) | |||
|
|
328 | self.intervals.add((datatime-self.datatime).seconds) | |||
|
|
329 | self.datatime = datatime | |||
|
|
330 | self.counter_records += 1 | |||
|
|
331 | if self.counter_records == self.nrecords: | |||
|
|
332 | self.flagIsNewFile = True | |||
|
|
333 | ||||
|
|
334 | self.buffer = numpy.array(dum) | |||
|
|
335 | return | |||
|
|
336 | ||||
|
|
337 | def set_output(self): | |||
|
|
338 | ''' | |||
|
|
339 | Storing data from buffer to dataOut object | |||
|
|
340 | ''' | |||
|
|
341 | ||||
|
|
342 | parameters = [None for __ in self.parameters] | |||
|
|
343 | ||||
|
|
344 | for param, attr in self.oneDDict.items(): | |||
|
|
345 | x = self.parameters.index(param.lower()) | |||
|
|
346 | setattr(self.dataOut, attr, self.buffer[0][x]) | |||
|
|
347 | ||||
|
|
348 | for param, value in self.twoDDict.items(): | |||
|
|
349 | x = self.parameters.index(param.lower()) | |||
|
|
350 | if self.ext == '.txt': | |||
|
|
351 | y = self.parameters.index(self.ind2DList[0].lower()) | |||
|
|
352 | ranges = self.buffer[:,y] | |||
|
|
353 | if self.ranges.size == ranges.size: | |||
|
|
354 | continue | |||
|
|
355 | index = numpy.where(numpy.in1d(self.ranges, ranges))[0] | |||
|
|
356 | dummy = numpy.zeros(self.ranges.shape) + numpy.nan | |||
|
|
357 | dummy[index] = self.buffer[:,x] | |||
|
|
358 | else: | |||
|
|
359 | ||||
|
|
360 | dummy = self.buffer[x] | |||
|
|
361 | ||||
|
|
362 | if isinstance(value, str): | |||
|
|
363 | if value not in self.ind2DList: | |||
|
|
364 | setattr(self.dataOut, value, dummy.reshape(1,-1)) | |||
|
|
365 | elif isinstance(value, list): | |||
|
|
366 | self.output[value[0]][value[1]] = dummy | |||
|
|
367 | parameters[value[1]] = param | |||
|
|
368 | ||||
|
|
369 | for key, value in self.output.items(): | |||
|
|
370 | setattr(self.dataOut, key, numpy.array(value)) | |||
|
|
371 | ||||
|
|
372 | self.dataOut.parameters = [s for s in parameters if s] | |||
|
|
373 | self.dataOut.heightList = self.ranges | |||
|
|
374 | self.dataOut.utctime = (self.datatime - UT1970).total_seconds() | |||
|
|
375 | self.dataOut.utctimeInit = self.dataOut.utctime | |||
|
|
376 | self.dataOut.paramInterval = min(self.intervals) | |||
|
|
377 | self.dataOut.useLocalTime = False | |||
|
|
378 | self.dataOut.flagNoData = False | |||
|
|
379 | self.dataOut.started = self.started | |||
|
|
380 | ||||
|
|
381 | def getData(self): | |||
|
|
382 | ''' | |||
|
|
383 | Storing data from databuffer to dataOut object | |||
|
|
384 | ''' | |||
|
|
385 | if self.flagNoMoreFiles: | |||
|
|
386 | self.dataOut.flagNoData = True | |||
|
|
387 | print 'No file left to process' | |||
|
|
388 | return 0 | |||
|
|
389 | ||||
|
|
390 | if not self.readNextBlock(): | |||
|
|
391 | self.dataOut.flagNoData = True | |||
|
|
392 | return 0 | |||
|
|
393 | ||||
|
|
394 | self.set_output() | |||
|
|
395 | ||||
|
|
396 | return 1 | |||
| 60 |
|
397 | |||
| 61 |
|
398 | |||
| 62 | class MAD2Writer(Operation): |
|
399 | class MAD2Writer(Operation): | |
|
|
400 | ||||
|
|
401 | missing = -32767 | |||
|
|
402 | ext = '.dat' | |||
| 63 |
|
403 | |||
| 64 | def __init__(self, **kwargs): |
|
404 | def __init__(self, **kwargs): | |
| 65 |
|
405 | |||
| 66 | Operation.__init__(self, **kwargs) |
|
406 | Operation.__init__(self, **kwargs) | |
| 67 | self.dataOut = Parameters() |
|
407 | self.dataOut = Parameters() | |
| 68 | self.path = None |
|
408 | self.path = None | |
| 69 | self.dataOut = None |
|
409 | self.dataOut = None | |
| 70 | self.ext = '.dat' |
|
|||
| 71 |
|
||||
| 72 | return |
|
|||
| 73 |
|
410 | |||
| 74 |
def run(self, dataOut, path, oneD |
|
411 | def run(self, dataOut, path, oneDDict, ind2DList='[]', twoDDict='{}', metadata='{}', **kwargs): | |
| 75 | ''' |
|
412 | ''' | |
| 76 | Inputs: |
|
413 | Inputs: | |
| 77 | path - path where files will be created |
|
414 | path - path where files will be created | |
| 78 |
oneD |
|
415 | oneDDict - json of one-dimensional parameters in record where keys | |
| 79 | are Madrigal codes (integers or mnemonics) and values the corresponding |
|
416 | are Madrigal codes (integers or mnemonics) and values the corresponding | |
| 80 | dataOut attribute e.g: { |
|
417 | dataOut attribute e.g: { | |
| 81 | 'gdlatr': 'lat', |
|
418 | 'gdlatr': 'lat', | |
| 82 | 'gdlonr': 'lon', |
|
419 | 'gdlonr': 'lon', | |
| 83 | 'gdlat2':'lat', |
|
420 | 'gdlat2':'lat', | |
| 84 | 'glon2':'lon'} |
|
421 | 'glon2':'lon'} | |
| 85 | twoDParam - independent parameter to get the number of rows e.g: |
|
422 | ind2DList - list of independent spatial two-dimensional parameters e.g: | |
| 86 | heighList |
|
423 | ['heighList'] | |
| 87 |
twoD |
|
424 | twoDDict - json of two-dimensional parameters in record where keys | |
| 88 | are Madrigal codes (integers or mnemonics) and values the corresponding |
|
425 | are Madrigal codes (integers or mnemonics) and values the corresponding | |
| 89 | dataOut attribute if multidimensional array specify as tupple |
|
426 | dataOut attribute if multidimensional array specify as tupple | |
| 90 | ('attr', pos) e.g: { |
|
427 | ('attr', pos) e.g: { | |
| 91 | 'gdalt': 'heightList', |
|
428 | 'gdalt': 'heightList', | |
| 92 | 'vn1p2': ('data_output', 0), |
|
429 | 'vn1p2': ('data_output', 0), | |
| 93 | 'vn2p2': ('data_output', 1), |
|
430 | 'vn2p2': ('data_output', 1), | |
| 94 | 'vn3': ('data_output', 2), |
|
431 | 'vn3': ('data_output', 2), | |
| 95 | 'snl': ('data_SNR', 'db') |
|
432 | 'snl': ('data_SNR', 'db') | |
| 96 | } |
|
433 | } | |
| 97 | metadata - json of madrigal metadata (kinst, kindat, catalog and header) |
|
434 | metadata - json of madrigal metadata (kinst, kindat, catalog and header) | |
| 98 | ''' |
|
435 | ''' | |
| 99 | if not self.isConfig: |
|
436 | if not self.isConfig: | |
| 100 |
self.setup(dataOut, path, oneD |
|
437 | self.setup(dataOut, path, oneDDict, ind2DList, twoDDict, metadata, **kwargs) | |
| 101 | self.isConfig = True |
|
438 | self.isConfig = True | |
| 102 |
|
439 | |||
| 103 | self.putData() |
|
440 | self.putData() | |
| 104 | return |
|
441 | return | |
| 105 |
|
442 | |||
| 106 |
def setup(self, dataOut, path, oneD |
|
443 | def setup(self, dataOut, path, oneDDict, ind2DList, twoDDict, metadata, **kwargs): | |
| 107 | ''' |
|
444 | ''' | |
| 108 | Configure Operation |
|
445 | Configure Operation | |
| 109 | ''' |
|
446 | ''' | |
| 110 |
|
447 | |||
| 111 | self.dataOut = dataOut |
|
448 | self.dataOut = dataOut | |
| 112 | self.nmodes = self.dataOut.nmodes |
|
449 | self.nmodes = self.dataOut.nmodes | |
| 113 | self.path = path |
|
450 | self.path = path | |
| 114 | self.blocks = kwargs.get('blocks', None) |
|
451 | self.blocks = kwargs.get('blocks', None) | |
| 115 | self.counter = 0 |
|
452 | self.counter = 0 | |
| 116 |
self.oneD |
|
453 | self.oneDDict = load_json(oneDDict) | |
| 117 |
self.twoD |
|
454 | self.twoDDict = load_json(twoDDict) | |
| 118 | self.twoDParam = twoDParam |
|
455 | self.ind2DList = load_json(ind2DList) | |
| 119 | meta = load_json(metadata) |
|
456 | meta = load_json(metadata) | |
| 120 | self.kinst = meta.get('kinst') |
|
457 | self.kinst = meta.get('kinst') | |
| 121 | self.kindat = meta.get('kindat') |
|
458 | self.kindat = meta.get('kindat') | |
| 122 | self.catalog = meta.get('catalog', DEF_CATALOG) |
|
459 | self.catalog = meta.get('catalog', DEF_CATALOG) | |
| 123 | self.header = meta.get('header', DEF_HEADER) |
|
460 | self.header = meta.get('header', DEF_HEADER) | |
| 124 |
|
461 | |||
| 125 | return |
|
462 | return | |
| 126 |
|
463 | |||
| 127 | def setFile(self): |
|
464 | def setFile(self): | |
| 128 | ''' |
|
465 | ''' | |
| 129 | Create new cedar file object |
|
466 | Create new cedar file object | |
| 130 | ''' |
|
467 | ''' | |
| 131 |
|
468 | |||
| 132 | self.mnemonic = MNEMONICS[self.kinst] #TODO get mnemonic from madrigal |
|
469 | self.mnemonic = MNEMONICS[self.kinst] #TODO get mnemonic from madrigal | |
| 133 | date = datetime.datetime.utcfromtimestamp(self.dataOut.utctime) |
|
470 | date = datetime.datetime.utcfromtimestamp(self.dataOut.utctime) | |
| 134 |
|
471 | |||
| 135 | filename = '%s%s_%s%s' % (self.mnemonic, |
|
472 | filename = '%s%s_%s%s' % (self.mnemonic, | |
| 136 | date.strftime('%Y%m%d_%H%M%S'), |
|
473 | date.strftime('%Y%m%d_%H%M%S'), | |
| 137 | self.dataOut.mode, |
|
474 | self.dataOut.mode, | |
| 138 | self.ext) |
|
475 | self.ext) | |
| 139 |
|
476 | |||
| 140 | self.fullname = os.path.join(self.path, filename) |
|
477 | self.fullname = os.path.join(self.path, filename) | |
| 141 |
|
478 | |||
| 142 | if os.path.isfile(self.fullname) : |
|
479 | if os.path.isfile(self.fullname) : | |
| 143 | print "Destination path '%s' already exists. Previous file deleted. " %self.fullname |
|
480 | print "Destination path '%s' already exists. Previous file deleted. " %self.fullname | |
| 144 | os.remove(self.fullname) |
|
481 | os.remove(self.fullname) | |
| 145 |
|
482 | |||
| 146 | try: |
|
483 | try: | |
| 147 | print '[Writing] creating file : %s' % (self.fullname) |
|
484 | print '[Writing] creating file : %s' % (self.fullname) | |
| 148 | self.cedarObj = madrigal.cedar.MadrigalCedarFile(self.fullname, True) |
|
485 | self.cedarObj = madrigal.cedar.MadrigalCedarFile(self.fullname, True) | |
| 149 | except ValueError, e: |
|
486 | except ValueError, e: | |
| 150 | print '[Error]: Impossible to create a cedar object with "madrigal.cedar.MadrigalCedarFile" ' |
|
487 | print '[Error]: Impossible to create a cedar object with "madrigal.cedar.MadrigalCedarFile" ' | |
| 151 | return |
|
488 | return | |
| 152 |
|
489 | |||
| 153 | return 1 |
|
490 | return 1 | |
| 154 |
|
491 | |||
| 155 | def writeBlock(self): |
|
492 | def writeBlock(self): | |
| 156 | ''' |
|
493 | ''' | |
| 157 |
Add data records to cedar file taking data from oneD |
|
494 | Add data records to cedar file taking data from oneDDict and twoDDict | |
| 158 | attributes. |
|
495 | attributes. | |
| 159 | Allowed parameters in: parcodes.tab |
|
496 | Allowed parameters in: parcodes.tab | |
| 160 | ''' |
|
497 | ''' | |
| 161 |
|
498 | |||
| 162 | startTime = datetime.datetime.utcfromtimestamp(self.dataOut.utctime) |
|
499 | startTime = datetime.datetime.utcfromtimestamp(self.dataOut.utctime) | |
| 163 | endTime = startTime + datetime.timedelta(seconds=self.dataOut.paramInterval) |
|
500 | endTime = startTime + datetime.timedelta(seconds=self.dataOut.paramInterval) | |
| 164 |
nrows = len(getattr(self.dataOut, self. |
|
501 | nrows = len(getattr(self.dataOut, self.ind2DList)) | |
| 165 |
|
502 | |||
| 166 | rec = madrigal.cedar.MadrigalDataRecord( |
|
503 | rec = madrigal.cedar.MadrigalDataRecord( | |
| 167 | self.kinst, |
|
504 | self.kinst, | |
| 168 | self.kindat, |
|
505 | self.kindat, | |
| 169 | startTime.year, |
|
506 | startTime.year, | |
| 170 | startTime.month, |
|
507 | startTime.month, | |
| 171 | startTime.day, |
|
508 | startTime.day, | |
| 172 | startTime.hour, |
|
509 | startTime.hour, | |
| 173 | startTime.minute, |
|
510 | startTime.minute, | |
| 174 | startTime.second, |
|
511 | startTime.second, | |
| 175 | startTime.microsecond/10000, |
|
512 | startTime.microsecond/10000, | |
| 176 | endTime.year, |
|
513 | endTime.year, | |
| 177 | endTime.month, |
|
514 | endTime.month, | |
| 178 | endTime.day, |
|
515 | endTime.day, | |
| 179 | endTime.hour, |
|
516 | endTime.hour, | |
| 180 | endTime.minute, |
|
517 | endTime.minute, | |
| 181 | endTime.second, |
|
518 | endTime.second, | |
| 182 | endTime.microsecond/10000, |
|
519 | endTime.microsecond/10000, | |
| 183 |
self.oneD |
|
520 | self.oneDDict.keys(), | |
| 184 |
self.twoD |
|
521 | self.twoDDict.keys(), | |
| 185 | nrows |
|
522 | nrows | |
| 186 | ) |
|
523 | ) | |
| 187 |
|
524 | |||
| 188 | # Setting 1d values |
|
525 | # Setting 1d values | |
| 189 |
for key in self.oneD |
|
526 | for key in self.oneDDict: | |
| 190 |
rec.set1D(key, getattr(self.dataOut, self.oneD |
|
527 | rec.set1D(key, getattr(self.dataOut, self.oneDDict[key])) | |
| 191 |
|
528 | |||
| 192 | # Setting 2d values |
|
529 | # Setting 2d values | |
| 193 | invalid = numpy.isnan(self.dataOut.data_output) |
|
530 | invalid = numpy.isnan(self.dataOut.data_output) | |
| 194 |
self.dataOut.data_output[invalid] = |
|
531 | self.dataOut.data_output[invalid] = self.missing | |
| 195 | out = {} |
|
532 | out = {} | |
| 196 |
for key, value in self.twoD |
|
533 | for key, value in self.twoDDict.items(): | |
| 197 | if isinstance(value, str): |
|
534 | if isinstance(value, str): | |
| 198 | out[key] = getattr(self.dataOut, value) |
|
535 | out[key] = getattr(self.dataOut, value) | |
| 199 | elif isinstance(value, tuple): |
|
536 | elif isinstance(value, tuple): | |
| 200 | attr, x = value |
|
537 | attr, x = value | |
| 201 | if isinstance(x, (int, float)): |
|
538 | if isinstance(x, (int, float)): | |
| 202 | out[key] = getattr(self.dataOut, attr)[int(x)] |
|
539 | out[key] = getattr(self.dataOut, attr)[int(x)] | |
| 203 | elif x.lower()=='db': |
|
540 | elif x.lower()=='db': | |
| 204 | tmp = getattr(self.dataOut, attr) |
|
541 | tmp = getattr(self.dataOut, attr) | |
| 205 | SNRavg = numpy.average(tmp, axis=0) |
|
542 | SNRavg = numpy.average(tmp, axis=0) | |
| 206 | out[key] = 10*numpy.log10(SNRavg) |
|
543 | out[key] = 10*numpy.log10(SNRavg) | |
| 207 |
|
544 | |||
| 208 | for n in range(nrows): |
|
545 | for n in range(nrows): | |
| 209 | for key in out: |
|
546 | for key in out: | |
| 210 | rec.set2D(key, n, out[key][n]) |
|
547 | rec.set2D(key, n, out[key][n]) | |
| 211 |
|
548 | |||
| 212 | self.cedarObj.append(rec) |
|
549 | self.cedarObj.append(rec) | |
| 213 | self.cedarObj.dump() |
|
550 | self.cedarObj.dump() | |
| 214 | print '[Writing] Record No. {} (mode {}).'.format( |
|
551 | print '[Writing] Record No. {} (mode {}).'.format( | |
| 215 | self.counter, |
|
552 | self.counter, | |
| 216 | self.dataOut.mode |
|
553 | self.dataOut.mode | |
| 217 | ) |
|
554 | ) | |
| 218 |
|
555 | |||
| 219 | def setHeader(self): |
|
556 | def setHeader(self): | |
| 220 | ''' |
|
557 | ''' | |
| 221 | Create an add catalog and header to cedar file |
|
558 | Create an add catalog and header to cedar file | |
| 222 | ''' |
|
559 | ''' | |
| 223 |
|
560 | |||
| 224 | header = madrigal.cedar.CatalogHeaderCreator(self.fullname) |
|
561 | header = madrigal.cedar.CatalogHeaderCreator(self.fullname) | |
| 225 | header.createCatalog(**self.catalog) |
|
562 | header.createCatalog(**self.catalog) | |
| 226 | header.createHeader(**self.header) |
|
563 | header.createHeader(**self.header) | |
| 227 | header.write() |
|
564 | header.write() | |
| 228 |
|
565 | |||
| 229 | def putData(self): |
|
566 | def putData(self): | |
| 230 |
|
567 | |||
| 231 | if self.dataOut.flagNoData: |
|
568 | if self.dataOut.flagNoData: | |
| 232 | return 0 |
|
569 | return 0 | |
| 233 |
|
570 | |||
| 234 | if self.counter == 0: |
|
571 | if self.counter == 0: | |
| 235 | self.setFile() |
|
572 | self.setFile() | |
| 236 |
|
573 | |||
| 237 | if self.counter <= self.dataOut.nrecords: |
|
574 | if self.counter <= self.dataOut.nrecords: | |
| 238 | self.writeBlock() |
|
575 | self.writeBlock() | |
| 239 | self.counter += 1 |
|
576 | self.counter += 1 | |
| 240 |
|
577 | |||
| 241 | if self.counter == self.dataOut.nrecords or self.counter == self.blocks: |
|
578 | if self.counter == self.dataOut.nrecords or self.counter == self.blocks: | |
| 242 | self.setHeader() |
|
579 | self.setHeader() | |
| 243 | self.counter = 0 |
|
580 | self.counter = 0 | |
| @@ -1,707 +1,698 | |||||
| 1 | ''' |
|
1 | ''' | |
| 2 | Created on Jul 2, 2014 |
|
2 | Created on Jul 2, 2014 | |
| 3 |
|
3 | |||
| 4 | @author: roj-idl71 |
|
4 | @author: roj-idl71 | |
| 5 | ''' |
|
5 | ''' | |
| 6 | import numpy |
|
6 | import numpy | |
| 7 |
|
7 | |||
| 8 | from jroIO_base import LOCALTIME, JRODataReader, JRODataWriter |
|
8 | from jroIO_base import LOCALTIME, JRODataReader, JRODataWriter | |
| 9 | from schainpy.model.proc.jroproc_base import ProcessingUnit, Operation |
|
9 | from schainpy.model.proc.jroproc_base import ProcessingUnit, Operation | |
| 10 | from schainpy.model.data.jroheaderIO import PROCFLAG, BasicHeader, SystemHeader, RadarControllerHeader, ProcessingHeader |
|
10 | from schainpy.model.data.jroheaderIO import PROCFLAG, BasicHeader, SystemHeader, RadarControllerHeader, ProcessingHeader | |
| 11 | from schainpy.model.data.jrodata import Spectra |
|
11 | from schainpy.model.data.jrodata import Spectra | |
| 12 |
|
12 | |||
| 13 | class SpectraReader(JRODataReader, ProcessingUnit): |
|
13 | class SpectraReader(JRODataReader, ProcessingUnit): | |
| 14 |
|
14 | |||
| 15 | """ |
|
15 | """ | |
| 16 | Esta clase permite leer datos de espectros desde archivos procesados (.pdata). La lectura |
|
16 | Esta clase permite leer datos de espectros desde archivos procesados (.pdata). La lectura | |
| 17 | de los datos siempre se realiza por bloques. Los datos leidos (array de 3 dimensiones) |
|
17 | de los datos siempre se realiza por bloques. Los datos leidos (array de 3 dimensiones) | |
| 18 | son almacenados en tres buffer's para el Self Spectra, el Cross Spectra y el DC Channel. |
|
18 | son almacenados en tres buffer's para el Self Spectra, el Cross Spectra y el DC Channel. | |
| 19 |
|
19 | |||
| 20 | paresCanalesIguales * alturas * perfiles (Self Spectra) |
|
20 | paresCanalesIguales * alturas * perfiles (Self Spectra) | |
| 21 | paresCanalesDiferentes * alturas * perfiles (Cross Spectra) |
|
21 | paresCanalesDiferentes * alturas * perfiles (Cross Spectra) | |
| 22 | canales * alturas (DC Channels) |
|
22 | canales * alturas (DC Channels) | |
| 23 |
|
23 | |||
| 24 |
|
24 | |||
| 25 | Esta clase contiene instancias (objetos) de las clases BasicHeader, SystemHeader, |
|
25 | Esta clase contiene instancias (objetos) de las clases BasicHeader, SystemHeader, | |
| 26 | RadarControllerHeader y Spectra. Los tres primeros se usan para almacenar informacion de la |
|
26 | RadarControllerHeader y Spectra. Los tres primeros se usan para almacenar informacion de la | |
| 27 | cabecera de datos (metadata), y el cuarto (Spectra) para obtener y almacenar un bloque de |
|
27 | cabecera de datos (metadata), y el cuarto (Spectra) para obtener y almacenar un bloque de | |
| 28 | datos desde el "buffer" cada vez que se ejecute el metodo "getData". |
|
28 | datos desde el "buffer" cada vez que se ejecute el metodo "getData". | |
| 29 |
|
29 | |||
| 30 | Example: |
|
30 | Example: | |
| 31 | dpath = "/home/myuser/data" |
|
31 | dpath = "/home/myuser/data" | |
| 32 |
|
32 | |||
| 33 | startTime = datetime.datetime(2010,1,20,0,0,0,0,0,0) |
|
33 | startTime = datetime.datetime(2010,1,20,0,0,0,0,0,0) | |
| 34 |
|
34 | |||
| 35 | endTime = datetime.datetime(2010,1,21,23,59,59,0,0,0) |
|
35 | endTime = datetime.datetime(2010,1,21,23,59,59,0,0,0) | |
| 36 |
|
36 | |||
| 37 | readerObj = SpectraReader() |
|
37 | readerObj = SpectraReader() | |
| 38 |
|
38 | |||
| 39 | readerObj.setup(dpath, startTime, endTime) |
|
39 | readerObj.setup(dpath, startTime, endTime) | |
| 40 |
|
40 | |||
| 41 | while(True): |
|
41 | while(True): | |
| 42 |
|
42 | |||
| 43 | readerObj.getData() |
|
43 | readerObj.getData() | |
| 44 |
|
44 | |||
| 45 | print readerObj.data_spc |
|
45 | print readerObj.data_spc | |
| 46 |
|
46 | |||
| 47 | print readerObj.data_cspc |
|
47 | print readerObj.data_cspc | |
| 48 |
|
48 | |||
| 49 | print readerObj.data_dc |
|
49 | print readerObj.data_dc | |
| 50 |
|
50 | |||
| 51 | if readerObj.flagNoMoreFiles: |
|
51 | if readerObj.flagNoMoreFiles: | |
| 52 | break |
|
52 | break | |
| 53 |
|
53 | |||
| 54 | """ |
|
54 | """ | |
| 55 |
|
55 | |||
| 56 | pts2read_SelfSpectra = 0 |
|
56 | pts2read_SelfSpectra = 0 | |
| 57 |
|
57 | |||
| 58 | pts2read_CrossSpectra = 0 |
|
58 | pts2read_CrossSpectra = 0 | |
| 59 |
|
59 | |||
| 60 | pts2read_DCchannels = 0 |
|
60 | pts2read_DCchannels = 0 | |
| 61 |
|
61 | |||
| 62 | ext = ".pdata" |
|
62 | ext = ".pdata" | |
| 63 |
|
63 | |||
| 64 | optchar = "P" |
|
64 | optchar = "P" | |
| 65 |
|
65 | |||
| 66 | dataOut = None |
|
66 | dataOut = None | |
| 67 |
|
67 | |||
| 68 | nRdChannels = None |
|
68 | nRdChannels = None | |
| 69 |
|
69 | |||
| 70 | nRdPairs = None |
|
70 | nRdPairs = None | |
| 71 |
|
71 | |||
| 72 | rdPairList = [] |
|
72 | rdPairList = [] | |
| 73 |
|
73 | |||
| 74 | def __init__(self, **kwargs): |
|
74 | def __init__(self, **kwargs): | |
| 75 | """ |
|
75 | """ | |
| 76 | Inicializador de la clase SpectraReader para la lectura de datos de espectros. |
|
76 | Inicializador de la clase SpectraReader para la lectura de datos de espectros. | |
| 77 |
|
77 | |||
| 78 | Inputs: |
|
78 | Inputs: | |
| 79 |
|
79 | |||
| 80 | dataOut : Objeto de la clase Spectra. Este objeto sera utilizado para |
|
80 | dataOut : Objeto de la clase Spectra. Este objeto sera utilizado para | |
| 81 | almacenar un perfil de datos cada vez que se haga un requerimiento |
|
81 | almacenar un perfil de datos cada vez que se haga un requerimiento | |
| 82 | (getData). El perfil sera obtenido a partir del buffer de datos, |
|
82 | (getData). El perfil sera obtenido a partir del buffer de datos, | |
| 83 | si el buffer esta vacio se hara un nuevo proceso de lectura de un |
|
83 | si el buffer esta vacio se hara un nuevo proceso de lectura de un | |
| 84 | bloque de datos. |
|
84 | bloque de datos. | |
| 85 | Si este parametro no es pasado se creara uno internamente. |
|
85 | Si este parametro no es pasado se creara uno internamente. | |
| 86 |
|
86 | |||
| 87 |
|
87 | |||
| 88 | Affected: |
|
88 | Affected: | |
| 89 |
|
89 | |||
| 90 | self.dataOut |
|
90 | self.dataOut | |
| 91 |
|
91 | |||
| 92 | Return : None |
|
92 | Return : None | |
| 93 | """ |
|
93 | """ | |
| 94 |
|
94 | |||
| 95 |
|
95 | |||
| 96 | #Eliminar de la base la herencia |
|
96 | #Eliminar de la base la herencia | |
| 97 | ProcessingUnit.__init__(self, **kwargs) |
|
97 | ProcessingUnit.__init__(self, **kwargs) | |
| 98 |
|
98 | |||
| 99 | # self.isConfig = False |
|
99 | # self.isConfig = False | |
| 100 |
|
100 | |||
| 101 | self.pts2read_SelfSpectra = 0 |
|
101 | self.pts2read_SelfSpectra = 0 | |
| 102 |
|
102 | |||
| 103 | self.pts2read_CrossSpectra = 0 |
|
103 | self.pts2read_CrossSpectra = 0 | |
| 104 |
|
104 | |||
| 105 | self.pts2read_DCchannels = 0 |
|
105 | self.pts2read_DCchannels = 0 | |
| 106 |
|
106 | |||
| 107 | self.datablock = None |
|
107 | self.datablock = None | |
| 108 |
|
108 | |||
| 109 | self.utc = None |
|
109 | self.utc = None | |
| 110 |
|
110 | |||
| 111 | self.ext = ".pdata" |
|
111 | self.ext = ".pdata" | |
| 112 |
|
112 | |||
| 113 | self.optchar = "P" |
|
113 | self.optchar = "P" | |
| 114 |
|
114 | |||
| 115 | self.basicHeaderObj = BasicHeader(LOCALTIME) |
|
115 | self.basicHeaderObj = BasicHeader(LOCALTIME) | |
| 116 |
|
116 | |||
| 117 | self.systemHeaderObj = SystemHeader() |
|
117 | self.systemHeaderObj = SystemHeader() | |
| 118 |
|
118 | |||
| 119 | self.radarControllerHeaderObj = RadarControllerHeader() |
|
119 | self.radarControllerHeaderObj = RadarControllerHeader() | |
| 120 |
|
120 | |||
| 121 | self.processingHeaderObj = ProcessingHeader() |
|
121 | self.processingHeaderObj = ProcessingHeader() | |
| 122 |
|
122 | |||
| 123 | self.online = 0 |
|
123 | self.online = 0 | |
| 124 |
|
124 | |||
| 125 | self.fp = None |
|
125 | self.fp = None | |
| 126 |
|
126 | |||
| 127 | self.idFile = None |
|
127 | self.idFile = None | |
| 128 |
|
128 | |||
| 129 | self.dtype = None |
|
129 | self.dtype = None | |
| 130 |
|
130 | |||
| 131 | self.fileSizeByHeader = None |
|
131 | self.fileSizeByHeader = None | |
| 132 |
|
132 | |||
| 133 | self.filenameList = [] |
|
133 | self.filenameList = [] | |
| 134 |
|
134 | |||
| 135 | self.filename = None |
|
135 | self.filename = None | |
| 136 |
|
136 | |||
| 137 | self.fileSize = None |
|
137 | self.fileSize = None | |
| 138 |
|
138 | |||
| 139 | self.firstHeaderSize = 0 |
|
139 | self.firstHeaderSize = 0 | |
| 140 |
|
140 | |||
| 141 | self.basicHeaderSize = 24 |
|
141 | self.basicHeaderSize = 24 | |
| 142 |
|
142 | |||
| 143 | self.pathList = [] |
|
143 | self.pathList = [] | |
| 144 |
|
144 | |||
| 145 | self.lastUTTime = 0 |
|
145 | self.lastUTTime = 0 | |
| 146 |
|
146 | |||
| 147 | self.maxTimeStep = 30 |
|
147 | self.maxTimeStep = 30 | |
| 148 |
|
148 | |||
| 149 | self.flagNoMoreFiles = 0 |
|
149 | self.flagNoMoreFiles = 0 | |
| 150 |
|
150 | |||
| 151 | self.set = 0 |
|
151 | self.set = 0 | |
| 152 |
|
152 | |||
| 153 | self.path = None |
|
153 | self.path = None | |
| 154 |
|
154 | |||
| 155 | self.delay = 60 #seconds |
|
155 | self.delay = 60 #seconds | |
| 156 |
|
156 | |||
| 157 | self.nTries = 3 #quantity tries |
|
157 | self.nTries = 3 #quantity tries | |
| 158 |
|
158 | |||
| 159 | self.nFiles = 3 #number of files for searching |
|
159 | self.nFiles = 3 #number of files for searching | |
| 160 |
|
160 | |||
| 161 | self.nReadBlocks = 0 |
|
161 | self.nReadBlocks = 0 | |
| 162 |
|
162 | |||
| 163 | self.flagIsNewFile = 1 |
|
163 | self.flagIsNewFile = 1 | |
| 164 |
|
164 | |||
| 165 | self.__isFirstTimeOnline = 1 |
|
165 | self.__isFirstTimeOnline = 1 | |
| 166 |
|
166 | |||
| 167 | # self.ippSeconds = 0 |
|
167 | # self.ippSeconds = 0 | |
| 168 |
|
168 | |||
| 169 | self.flagDiscontinuousBlock = 0 |
|
169 | self.flagDiscontinuousBlock = 0 | |
| 170 |
|
170 | |||
| 171 | self.flagIsNewBlock = 0 |
|
171 | self.flagIsNewBlock = 0 | |
| 172 |
|
172 | |||
| 173 | self.nTotalBlocks = 0 |
|
173 | self.nTotalBlocks = 0 | |
| 174 |
|
174 | |||
| 175 | self.blocksize = 0 |
|
175 | self.blocksize = 0 | |
| 176 |
|
176 | |||
| 177 | self.dataOut = self.createObjByDefault() |
|
177 | self.dataOut = self.createObjByDefault() | |
| 178 |
|
178 | |||
| 179 | self.profileIndex = 1 #Always |
|
179 | self.profileIndex = 1 #Always | |
| 180 |
|
180 | |||
| 181 |
|
181 | |||
| 182 | def createObjByDefault(self): |
|
182 | def createObjByDefault(self): | |
| 183 |
|
183 | |||
| 184 | dataObj = Spectra() |
|
184 | dataObj = Spectra() | |
| 185 |
|
185 | |||
| 186 | return dataObj |
|
186 | return dataObj | |
| 187 |
|
187 | |||
| 188 | def __hasNotDataInBuffer(self): |
|
188 | def __hasNotDataInBuffer(self): | |
| 189 | return 1 |
|
189 | return 1 | |
| 190 |
|
190 | |||
| 191 |
|
191 | |||
| 192 | def getBlockDimension(self): |
|
192 | def getBlockDimension(self): | |
| 193 | """ |
|
193 | """ | |
| 194 | Obtiene la cantidad de puntos a leer por cada bloque de datos |
|
194 | Obtiene la cantidad de puntos a leer por cada bloque de datos | |
| 195 |
|
195 | |||
| 196 | Affected: |
|
196 | Affected: | |
| 197 | self.nRdChannels |
|
197 | self.nRdChannels | |
| 198 | self.nRdPairs |
|
198 | self.nRdPairs | |
| 199 | self.pts2read_SelfSpectra |
|
199 | self.pts2read_SelfSpectra | |
| 200 | self.pts2read_CrossSpectra |
|
200 | self.pts2read_CrossSpectra | |
| 201 | self.pts2read_DCchannels |
|
201 | self.pts2read_DCchannels | |
| 202 | self.blocksize |
|
202 | self.blocksize | |
| 203 | self.dataOut.nChannels |
|
203 | self.dataOut.nChannels | |
| 204 | self.dataOut.nPairs |
|
204 | self.dataOut.nPairs | |
| 205 |
|
205 | |||
| 206 | Return: |
|
206 | Return: | |
| 207 | None |
|
207 | None | |
| 208 | """ |
|
208 | """ | |
| 209 | self.nRdChannels = 0 |
|
209 | self.nRdChannels = 0 | |
| 210 | self.nRdPairs = 0 |
|
210 | self.nRdPairs = 0 | |
| 211 | self.rdPairList = [] |
|
211 | self.rdPairList = [] | |
| 212 |
|
212 | |||
| 213 | for i in range(0, self.processingHeaderObj.totalSpectra*2, 2): |
|
213 | for i in range(0, self.processingHeaderObj.totalSpectra*2, 2): | |
| 214 | if self.processingHeaderObj.spectraComb[i] == self.processingHeaderObj.spectraComb[i+1]: |
|
214 | if self.processingHeaderObj.spectraComb[i] == self.processingHeaderObj.spectraComb[i+1]: | |
| 215 | self.nRdChannels = self.nRdChannels + 1 #par de canales iguales |
|
215 | self.nRdChannels = self.nRdChannels + 1 #par de canales iguales | |
| 216 |
|
216 | |||
| 217 | else: |
|
217 | else: | |
| 218 | self.nRdPairs = self.nRdPairs + 1 #par de canales diferentes |
|
218 | self.nRdPairs = self.nRdPairs + 1 #par de canales diferentes | |
| 219 | self.rdPairList.append((self.processingHeaderObj.spectraComb[i], self.processingHeaderObj.spectraComb[i+1])) |
|
219 | self.rdPairList.append((self.processingHeaderObj.spectraComb[i], self.processingHeaderObj.spectraComb[i+1])) | |
| 220 |
|
220 | |||
| 221 | pts2read = self.processingHeaderObj.nHeights * self.processingHeaderObj.profilesPerBlock |
|
221 | pts2read = self.processingHeaderObj.nHeights * self.processingHeaderObj.profilesPerBlock | |
| 222 |
|
222 | |||
| 223 | self.pts2read_SelfSpectra = int(self.nRdChannels * pts2read) |
|
223 | self.pts2read_SelfSpectra = int(self.nRdChannels * pts2read) | |
| 224 | self.blocksize = self.pts2read_SelfSpectra |
|
224 | self.blocksize = self.pts2read_SelfSpectra | |
| 225 |
|
225 | |||
| 226 | if self.processingHeaderObj.flag_cspc: |
|
226 | if self.processingHeaderObj.flag_cspc: | |
| 227 | self.pts2read_CrossSpectra = int(self.nRdPairs * pts2read) |
|
227 | self.pts2read_CrossSpectra = int(self.nRdPairs * pts2read) | |
| 228 | self.blocksize += self.pts2read_CrossSpectra |
|
228 | self.blocksize += self.pts2read_CrossSpectra | |
| 229 |
|
229 | |||
| 230 | if self.processingHeaderObj.flag_dc: |
|
230 | if self.processingHeaderObj.flag_dc: | |
| 231 | self.pts2read_DCchannels = int(self.systemHeaderObj.nChannels * self.processingHeaderObj.nHeights) |
|
231 | self.pts2read_DCchannels = int(self.systemHeaderObj.nChannels * self.processingHeaderObj.nHeights) | |
| 232 | self.blocksize += self.pts2read_DCchannels |
|
232 | self.blocksize += self.pts2read_DCchannels | |
| 233 |
|
233 | |||
| 234 | # self.blocksize = self.pts2read_SelfSpectra + self.pts2read_CrossSpectra + self.pts2read_DCchannels |
|
234 | # self.blocksize = self.pts2read_SelfSpectra + self.pts2read_CrossSpectra + self.pts2read_DCchannels | |
| 235 |
|
235 | |||
| 236 |
|
236 | |||
| 237 | def readBlock(self): |
|
237 | def readBlock(self): | |
| 238 | """ |
|
238 | """ | |
| 239 | Lee el bloque de datos desde la posicion actual del puntero del archivo |
|
239 | Lee el bloque de datos desde la posicion actual del puntero del archivo | |
| 240 | (self.fp) y actualiza todos los parametros relacionados al bloque de datos |
|
240 | (self.fp) y actualiza todos los parametros relacionados al bloque de datos | |
| 241 | (metadata + data). La data leida es almacenada en el buffer y el contador del buffer |
|
241 | (metadata + data). La data leida es almacenada en el buffer y el contador del buffer | |
| 242 | es seteado a 0 |
|
242 | es seteado a 0 | |
| 243 |
|
243 | |||
| 244 | Return: None |
|
244 | Return: None | |
| 245 |
|
245 | |||
| 246 | Variables afectadas: |
|
246 | Variables afectadas: | |
| 247 |
|
247 | |||
| 248 |
|
248 | |||
| 249 | self.flagIsNewFile |
|
249 | self.flagIsNewFile | |
| 250 | self.flagIsNewBlock |
|
250 | self.flagIsNewBlock | |
| 251 | self.nTotalBlocks |
|
251 | self.nTotalBlocks | |
| 252 | self.data_spc |
|
252 | self.data_spc | |
| 253 | self.data_cspc |
|
253 | self.data_cspc | |
| 254 | self.data_dc |
|
254 | self.data_dc | |
| 255 |
|
255 | |||
| 256 | Exceptions: |
|
256 | Exceptions: | |
| 257 | Si un bloque leido no es un bloque valido |
|
257 | Si un bloque leido no es un bloque valido | |
| 258 | """ |
|
258 | """ | |
| 259 | print ' ======================================================== ' |
|
|||
| 260 | print ' ' |
|
|||
| 261 | print ' ' |
|
|||
| 262 | print self.processingHeaderObj.totalSpectra, 'TotalSpectra', type(self.processingHeaderObj.totalSpectra) |
|
|||
| 263 | print self.processingHeaderObj.spectraComb, 'SpectraComb', type(self.processingHeaderObj.spectraComb) |
|
|||
| 264 | print ' ' |
|
|||
| 265 | print ' ' |
|
|||
| 266 | print ' ======================================================== ' |
|
|||
| 267 |
|
||||
| 268 |
|
259 | |||
| 269 | blockOk_flag = False |
|
260 | blockOk_flag = False | |
| 270 | fpointer = self.fp.tell() |
|
261 | fpointer = self.fp.tell() | |
| 271 |
|
262 | |||
| 272 | spc = numpy.fromfile( self.fp, self.dtype[0], self.pts2read_SelfSpectra ) |
|
263 | spc = numpy.fromfile( self.fp, self.dtype[0], self.pts2read_SelfSpectra ) | |
| 273 | spc = spc.reshape( (self.nRdChannels, self.processingHeaderObj.nHeights, self.processingHeaderObj.profilesPerBlock) ) #transforma a un arreglo 3D |
|
264 | spc = spc.reshape( (self.nRdChannels, self.processingHeaderObj.nHeights, self.processingHeaderObj.profilesPerBlock) ) #transforma a un arreglo 3D | |
| 274 |
|
265 | |||
| 275 | if self.processingHeaderObj.flag_cspc: |
|
266 | if self.processingHeaderObj.flag_cspc: | |
| 276 | cspc = numpy.fromfile( self.fp, self.dtype, self.pts2read_CrossSpectra ) |
|
267 | cspc = numpy.fromfile( self.fp, self.dtype, self.pts2read_CrossSpectra ) | |
| 277 | cspc = cspc.reshape( (self.nRdPairs, self.processingHeaderObj.nHeights, self.processingHeaderObj.profilesPerBlock) ) #transforma a un arreglo 3D |
|
268 | cspc = cspc.reshape( (self.nRdPairs, self.processingHeaderObj.nHeights, self.processingHeaderObj.profilesPerBlock) ) #transforma a un arreglo 3D | |
| 278 |
|
269 | |||
| 279 | if self.processingHeaderObj.flag_dc: |
|
270 | if self.processingHeaderObj.flag_dc: | |
| 280 | dc = numpy.fromfile( self.fp, self.dtype, self.pts2read_DCchannels ) #int(self.processingHeaderObj.nHeights*self.systemHeaderObj.nChannels) ) |
|
271 | dc = numpy.fromfile( self.fp, self.dtype, self.pts2read_DCchannels ) #int(self.processingHeaderObj.nHeights*self.systemHeaderObj.nChannels) ) | |
| 281 | dc = dc.reshape( (self.systemHeaderObj.nChannels, self.processingHeaderObj.nHeights) ) #transforma a un arreglo 2D |
|
272 | dc = dc.reshape( (self.systemHeaderObj.nChannels, self.processingHeaderObj.nHeights) ) #transforma a un arreglo 2D | |
| 282 |
|
273 | |||
| 283 |
|
274 | |||
| 284 | if not(self.processingHeaderObj.shif_fft): |
|
275 | if not(self.processingHeaderObj.shif_fft): | |
| 285 | #desplaza a la derecha en el eje 2 determinadas posiciones |
|
276 | #desplaza a la derecha en el eje 2 determinadas posiciones | |
| 286 | shift = int(self.processingHeaderObj.profilesPerBlock/2) |
|
277 | shift = int(self.processingHeaderObj.profilesPerBlock/2) | |
| 287 | spc = numpy.roll( spc, shift , axis=2 ) |
|
278 | spc = numpy.roll( spc, shift , axis=2 ) | |
| 288 |
|
279 | |||
| 289 | if self.processingHeaderObj.flag_cspc: |
|
280 | if self.processingHeaderObj.flag_cspc: | |
| 290 | #desplaza a la derecha en el eje 2 determinadas posiciones |
|
281 | #desplaza a la derecha en el eje 2 determinadas posiciones | |
| 291 | cspc = numpy.roll( cspc, shift, axis=2 ) |
|
282 | cspc = numpy.roll( cspc, shift, axis=2 ) | |
| 292 |
|
283 | |||
| 293 | #Dimensions : nChannels, nProfiles, nSamples |
|
284 | #Dimensions : nChannels, nProfiles, nSamples | |
| 294 | spc = numpy.transpose( spc, (0,2,1) ) |
|
285 | spc = numpy.transpose( spc, (0,2,1) ) | |
| 295 | self.data_spc = spc |
|
286 | self.data_spc = spc | |
| 296 |
|
287 | |||
| 297 | if self.processingHeaderObj.flag_cspc: |
|
288 | if self.processingHeaderObj.flag_cspc: | |
| 298 |
|
289 | |||
| 299 | cspc = numpy.transpose( cspc, (0,2,1) ) |
|
290 | cspc = numpy.transpose( cspc, (0,2,1) ) | |
| 300 | self.data_cspc = cspc['real'] + cspc['imag']*1j |
|
291 | self.data_cspc = cspc['real'] + cspc['imag']*1j | |
| 301 | else: |
|
292 | else: | |
| 302 | self.data_cspc = None |
|
293 | self.data_cspc = None | |
| 303 |
|
294 | |||
| 304 |
|
295 | |||
| 305 | if self.processingHeaderObj.flag_dc: |
|
296 | if self.processingHeaderObj.flag_dc: | |
| 306 | self.data_dc = dc['real'] + dc['imag']*1j |
|
297 | self.data_dc = dc['real'] + dc['imag']*1j | |
| 307 | else: |
|
298 | else: | |
| 308 | self.data_dc = None |
|
299 | self.data_dc = None | |
| 309 |
|
300 | |||
| 310 | self.flagIsNewFile = 0 |
|
301 | self.flagIsNewFile = 0 | |
| 311 | self.flagIsNewBlock = 1 |
|
302 | self.flagIsNewBlock = 1 | |
| 312 |
|
303 | |||
| 313 | self.nTotalBlocks += 1 |
|
304 | self.nTotalBlocks += 1 | |
| 314 | self.nReadBlocks += 1 |
|
305 | self.nReadBlocks += 1 | |
| 315 |
|
306 | |||
| 316 | return 1 |
|
307 | return 1 | |
| 317 |
|
308 | |||
| 318 | def getFirstHeader(self): |
|
309 | def getFirstHeader(self): | |
| 319 |
|
310 | |||
| 320 | self.getBasicHeader() |
|
311 | self.getBasicHeader() | |
| 321 |
|
312 | |||
| 322 | self.dataOut.systemHeaderObj = self.systemHeaderObj.copy() |
|
313 | self.dataOut.systemHeaderObj = self.systemHeaderObj.copy() | |
| 323 |
|
314 | |||
| 324 | self.dataOut.radarControllerHeaderObj = self.radarControllerHeaderObj.copy() |
|
315 | self.dataOut.radarControllerHeaderObj = self.radarControllerHeaderObj.copy() | |
| 325 |
|
316 | |||
| 326 | # self.dataOut.ippSeconds = self.ippSeconds |
|
317 | # self.dataOut.ippSeconds = self.ippSeconds | |
| 327 |
|
318 | |||
| 328 | # self.dataOut.timeInterval = self.radarControllerHeaderObj.ippSeconds * self.processingHeaderObj.nCohInt * self.processingHeaderObj.nIncohInt * self.processingHeaderObj.profilesPerBlock |
|
319 | # self.dataOut.timeInterval = self.radarControllerHeaderObj.ippSeconds * self.processingHeaderObj.nCohInt * self.processingHeaderObj.nIncohInt * self.processingHeaderObj.profilesPerBlock | |
| 329 |
|
320 | |||
| 330 | self.dataOut.dtype = self.dtype |
|
321 | self.dataOut.dtype = self.dtype | |
| 331 |
|
322 | |||
| 332 | # self.dataOut.nPairs = self.nPairs |
|
323 | # self.dataOut.nPairs = self.nPairs | |
| 333 |
|
324 | |||
| 334 | self.dataOut.pairsList = self.rdPairList |
|
325 | self.dataOut.pairsList = self.rdPairList | |
| 335 |
|
326 | |||
| 336 | self.dataOut.nProfiles = self.processingHeaderObj.profilesPerBlock |
|
327 | self.dataOut.nProfiles = self.processingHeaderObj.profilesPerBlock | |
| 337 |
|
328 | |||
| 338 | self.dataOut.nFFTPoints = self.processingHeaderObj.profilesPerBlock |
|
329 | self.dataOut.nFFTPoints = self.processingHeaderObj.profilesPerBlock | |
| 339 |
|
330 | |||
| 340 | self.dataOut.nCohInt = self.processingHeaderObj.nCohInt |
|
331 | self.dataOut.nCohInt = self.processingHeaderObj.nCohInt | |
| 341 |
|
332 | |||
| 342 | self.dataOut.nIncohInt = self.processingHeaderObj.nIncohInt |
|
333 | self.dataOut.nIncohInt = self.processingHeaderObj.nIncohInt | |
| 343 |
|
334 | |||
| 344 | xf = self.processingHeaderObj.firstHeight + self.processingHeaderObj.nHeights*self.processingHeaderObj.deltaHeight |
|
335 | xf = self.processingHeaderObj.firstHeight + self.processingHeaderObj.nHeights*self.processingHeaderObj.deltaHeight | |
| 345 |
|
336 | |||
| 346 | self.dataOut.heightList = numpy.arange(self.processingHeaderObj.firstHeight, xf, self.processingHeaderObj.deltaHeight) |
|
337 | self.dataOut.heightList = numpy.arange(self.processingHeaderObj.firstHeight, xf, self.processingHeaderObj.deltaHeight) | |
| 347 |
|
338 | |||
| 348 | self.dataOut.channelList = range(self.systemHeaderObj.nChannels) |
|
339 | self.dataOut.channelList = range(self.systemHeaderObj.nChannels) | |
| 349 |
|
340 | |||
| 350 | self.dataOut.flagShiftFFT = True #Data is always shifted |
|
341 | self.dataOut.flagShiftFFT = True #Data is always shifted | |
| 351 |
|
342 | |||
| 352 | self.dataOut.flagDecodeData = self.processingHeaderObj.flag_decode #asumo q la data no esta decodificada |
|
343 | self.dataOut.flagDecodeData = self.processingHeaderObj.flag_decode #asumo q la data no esta decodificada | |
| 353 |
|
344 | |||
| 354 | self.dataOut.flagDeflipData = self.processingHeaderObj.flag_deflip #asumo q la data esta sin flip |
|
345 | self.dataOut.flagDeflipData = self.processingHeaderObj.flag_deflip #asumo q la data esta sin flip | |
| 355 |
|
346 | |||
| 356 | def getData(self): |
|
347 | def getData(self): | |
| 357 | """ |
|
348 | """ | |
| 358 | First method to execute before "RUN" is called. |
|
349 | First method to execute before "RUN" is called. | |
| 359 |
|
350 | |||
| 360 | Copia el buffer de lectura a la clase "Spectra", |
|
351 | Copia el buffer de lectura a la clase "Spectra", | |
| 361 | con todos los parametros asociados a este (metadata). cuando no hay datos en el buffer de |
|
352 | con todos los parametros asociados a este (metadata). cuando no hay datos en el buffer de | |
| 362 | lectura es necesario hacer una nueva lectura de los bloques de datos usando "readNextBlock" |
|
353 | lectura es necesario hacer una nueva lectura de los bloques de datos usando "readNextBlock" | |
| 363 |
|
354 | |||
| 364 | Return: |
|
355 | Return: | |
| 365 | 0 : Si no hay mas archivos disponibles |
|
356 | 0 : Si no hay mas archivos disponibles | |
| 366 | 1 : Si hizo una buena copia del buffer |
|
357 | 1 : Si hizo una buena copia del buffer | |
| 367 |
|
358 | |||
| 368 | Affected: |
|
359 | Affected: | |
| 369 | self.dataOut |
|
360 | self.dataOut | |
| 370 |
|
361 | |||
| 371 | self.flagDiscontinuousBlock |
|
362 | self.flagDiscontinuousBlock | |
| 372 | self.flagIsNewBlock |
|
363 | self.flagIsNewBlock | |
| 373 | """ |
|
364 | """ | |
| 374 |
|
365 | |||
| 375 | if self.flagNoMoreFiles: |
|
366 | if self.flagNoMoreFiles: | |
| 376 | self.dataOut.flagNoData = True |
|
367 | self.dataOut.flagNoData = True | |
| 377 | print 'Process finished' |
|
368 | print 'Process finished' | |
| 378 | return 0 |
|
369 | return 0 | |
| 379 |
|
370 | |||
| 380 | self.flagDiscontinuousBlock = 0 |
|
371 | self.flagDiscontinuousBlock = 0 | |
| 381 | self.flagIsNewBlock = 0 |
|
372 | self.flagIsNewBlock = 0 | |
| 382 |
|
373 | |||
| 383 | if self.__hasNotDataInBuffer(): |
|
374 | if self.__hasNotDataInBuffer(): | |
| 384 |
|
375 | |||
| 385 | if not( self.readNextBlock() ): |
|
376 | if not( self.readNextBlock() ): | |
| 386 | self.dataOut.flagNoData = True |
|
377 | self.dataOut.flagNoData = True | |
| 387 | return 0 |
|
378 | return 0 | |
| 388 |
|
379 | |||
| 389 |
|
380 | |||
| 390 | #data es un numpy array de 3 dmensiones (perfiles, alturas y canales) |
|
381 | #data es un numpy array de 3 dmensiones (perfiles, alturas y canales) | |
| 391 |
|
382 | |||
| 392 | if self.data_spc is None: |
|
383 | if self.data_spc is None: | |
| 393 | self.dataOut.flagNoData = True |
|
384 | self.dataOut.flagNoData = True | |
| 394 | return 0 |
|
385 | return 0 | |
| 395 |
|
386 | |||
| 396 | self.getBasicHeader() |
|
387 | self.getBasicHeader() | |
| 397 |
|
388 | |||
| 398 | self.getFirstHeader() |
|
389 | self.getFirstHeader() | |
| 399 |
|
390 | |||
| 400 | self.dataOut.data_spc = self.data_spc |
|
391 | self.dataOut.data_spc = self.data_spc | |
| 401 |
|
392 | |||
| 402 | self.dataOut.data_cspc = self.data_cspc |
|
393 | self.dataOut.data_cspc = self.data_cspc | |
| 403 |
|
394 | |||
| 404 | self.dataOut.data_dc = self.data_dc |
|
395 | self.dataOut.data_dc = self.data_dc | |
| 405 |
|
396 | |||
| 406 | self.dataOut.flagNoData = False |
|
397 | self.dataOut.flagNoData = False | |
| 407 |
|
398 | |||
| 408 | self.dataOut.realtime = self.online |
|
399 | self.dataOut.realtime = self.online | |
| 409 |
|
400 | |||
| 410 | return self.dataOut.data_spc |
|
401 | return self.dataOut.data_spc | |
| 411 |
|
402 | |||
| 412 | class SpectraWriter(JRODataWriter, Operation): |
|
403 | class SpectraWriter(JRODataWriter, Operation): | |
| 413 |
|
404 | |||
| 414 | """ |
|
405 | """ | |
| 415 | Esta clase permite escribir datos de espectros a archivos procesados (.pdata). La escritura |
|
406 | Esta clase permite escribir datos de espectros a archivos procesados (.pdata). La escritura | |
| 416 | de los datos siempre se realiza por bloques. |
|
407 | de los datos siempre se realiza por bloques. | |
| 417 | """ |
|
408 | """ | |
| 418 |
|
409 | |||
| 419 | ext = ".pdata" |
|
410 | ext = ".pdata" | |
| 420 |
|
411 | |||
| 421 | optchar = "P" |
|
412 | optchar = "P" | |
| 422 |
|
413 | |||
| 423 | shape_spc_Buffer = None |
|
414 | shape_spc_Buffer = None | |
| 424 |
|
415 | |||
| 425 | shape_cspc_Buffer = None |
|
416 | shape_cspc_Buffer = None | |
| 426 |
|
417 | |||
| 427 | shape_dc_Buffer = None |
|
418 | shape_dc_Buffer = None | |
| 428 |
|
419 | |||
| 429 | data_spc = None |
|
420 | data_spc = None | |
| 430 |
|
421 | |||
| 431 | data_cspc = None |
|
422 | data_cspc = None | |
| 432 |
|
423 | |||
| 433 | data_dc = None |
|
424 | data_dc = None | |
| 434 |
|
425 | |||
| 435 | # dataOut = None |
|
426 | # dataOut = None | |
| 436 |
|
427 | |||
| 437 | def __init__(self): |
|
428 | def __init__(self): | |
| 438 | """ |
|
429 | """ | |
| 439 | Inicializador de la clase SpectraWriter para la escritura de datos de espectros. |
|
430 | Inicializador de la clase SpectraWriter para la escritura de datos de espectros. | |
| 440 |
|
431 | |||
| 441 | Affected: |
|
432 | Affected: | |
| 442 |
|
433 | |||
| 443 | self.dataOut |
|
434 | self.dataOut | |
| 444 | self.basicHeaderObj |
|
435 | self.basicHeaderObj | |
| 445 | self.systemHeaderObj |
|
436 | self.systemHeaderObj | |
| 446 | self.radarControllerHeaderObj |
|
437 | self.radarControllerHeaderObj | |
| 447 | self.processingHeaderObj |
|
438 | self.processingHeaderObj | |
| 448 |
|
439 | |||
| 449 | Return: None |
|
440 | Return: None | |
| 450 | """ |
|
441 | """ | |
| 451 |
|
442 | |||
| 452 | Operation.__init__(self) |
|
443 | Operation.__init__(self) | |
| 453 |
|
444 | |||
| 454 | self.isConfig = False |
|
445 | self.isConfig = False | |
| 455 |
|
446 | |||
| 456 | self.nTotalBlocks = 0 |
|
447 | self.nTotalBlocks = 0 | |
| 457 |
|
448 | |||
| 458 | self.data_spc = None |
|
449 | self.data_spc = None | |
| 459 |
|
450 | |||
| 460 | self.data_cspc = None |
|
451 | self.data_cspc = None | |
| 461 |
|
452 | |||
| 462 |
|
453 | |||
| 463 | self.data_dc = None |
|
454 | self.data_dc = None | |
| 464 |
|
455 | |||
| 465 | self.fp = None |
|
456 | self.fp = None | |
| 466 |
|
457 | |||
| 467 | self.flagIsNewFile = 1 |
|
458 | self.flagIsNewFile = 1 | |
| 468 |
|
459 | |||
| 469 | self.nTotalBlocks = 0 |
|
460 | self.nTotalBlocks = 0 | |
| 470 |
|
461 | |||
| 471 | self.flagIsNewBlock = 0 |
|
462 | self.flagIsNewBlock = 0 | |
| 472 |
|
463 | |||
| 473 | self.setFile = None |
|
464 | self.setFile = None | |
| 474 |
|
465 | |||
| 475 | self.dtype = None |
|
466 | self.dtype = None | |
| 476 |
|
467 | |||
| 477 | self.path = None |
|
468 | self.path = None | |
| 478 |
|
469 | |||
| 479 | self.noMoreFiles = 0 |
|
470 | self.noMoreFiles = 0 | |
| 480 |
|
471 | |||
| 481 | self.filename = None |
|
472 | self.filename = None | |
| 482 |
|
473 | |||
| 483 | self.basicHeaderObj = BasicHeader(LOCALTIME) |
|
474 | self.basicHeaderObj = BasicHeader(LOCALTIME) | |
| 484 |
|
475 | |||
| 485 | self.systemHeaderObj = SystemHeader() |
|
476 | self.systemHeaderObj = SystemHeader() | |
| 486 |
|
477 | |||
| 487 | self.radarControllerHeaderObj = RadarControllerHeader() |
|
478 | self.radarControllerHeaderObj = RadarControllerHeader() | |
| 488 |
|
479 | |||
| 489 | self.processingHeaderObj = ProcessingHeader() |
|
480 | self.processingHeaderObj = ProcessingHeader() | |
| 490 |
|
481 | |||
| 491 |
|
482 | |||
| 492 | def hasAllDataInBuffer(self): |
|
483 | def hasAllDataInBuffer(self): | |
| 493 | return 1 |
|
484 | return 1 | |
| 494 |
|
485 | |||
| 495 |
|
486 | |||
| 496 |
|
487 | |||
| 497 | def setBlockDimension(self): |
|
488 | def setBlockDimension(self): | |
| 498 | """ |
|
489 | """ | |
| 499 | Obtiene las formas dimensionales del los subbloques de datos que componen un bloque |
|
490 | Obtiene las formas dimensionales del los subbloques de datos que componen un bloque | |
| 500 |
|
491 | |||
| 501 | Affected: |
|
492 | Affected: | |
| 502 | self.shape_spc_Buffer |
|
493 | self.shape_spc_Buffer | |
| 503 | self.shape_cspc_Buffer |
|
494 | self.shape_cspc_Buffer | |
| 504 | self.shape_dc_Buffer |
|
495 | self.shape_dc_Buffer | |
| 505 |
|
496 | |||
| 506 | Return: None |
|
497 | Return: None | |
| 507 | """ |
|
498 | """ | |
| 508 | self.shape_spc_Buffer = (self.dataOut.nChannels, |
|
499 | self.shape_spc_Buffer = (self.dataOut.nChannels, | |
| 509 | self.processingHeaderObj.nHeights, |
|
500 | self.processingHeaderObj.nHeights, | |
| 510 | self.processingHeaderObj.profilesPerBlock) |
|
501 | self.processingHeaderObj.profilesPerBlock) | |
| 511 |
|
502 | |||
| 512 | self.shape_cspc_Buffer = (self.dataOut.nPairs, |
|
503 | self.shape_cspc_Buffer = (self.dataOut.nPairs, | |
| 513 | self.processingHeaderObj.nHeights, |
|
504 | self.processingHeaderObj.nHeights, | |
| 514 | self.processingHeaderObj.profilesPerBlock) |
|
505 | self.processingHeaderObj.profilesPerBlock) | |
| 515 |
|
506 | |||
| 516 | self.shape_dc_Buffer = (self.dataOut.nChannels, |
|
507 | self.shape_dc_Buffer = (self.dataOut.nChannels, | |
| 517 | self.processingHeaderObj.nHeights) |
|
508 | self.processingHeaderObj.nHeights) | |
| 518 |
|
509 | |||
| 519 |
|
510 | |||
| 520 | def writeBlock(self): |
|
511 | def writeBlock(self): | |
| 521 | """ |
|
512 | """ | |
| 522 | Escribe el buffer en el file designado |
|
513 | Escribe el buffer en el file designado | |
| 523 |
|
514 | |||
| 524 |
|
515 | |||
| 525 | Affected: |
|
516 | Affected: | |
| 526 | self.data_spc |
|
517 | self.data_spc | |
| 527 | self.data_cspc |
|
518 | self.data_cspc | |
| 528 | self.data_dc |
|
519 | self.data_dc | |
| 529 | self.flagIsNewFile |
|
520 | self.flagIsNewFile | |
| 530 | self.flagIsNewBlock |
|
521 | self.flagIsNewBlock | |
| 531 | self.nTotalBlocks |
|
522 | self.nTotalBlocks | |
| 532 | self.nWriteBlocks |
|
523 | self.nWriteBlocks | |
| 533 |
|
524 | |||
| 534 | Return: None |
|
525 | Return: None | |
| 535 | """ |
|
526 | """ | |
| 536 |
|
527 | |||
| 537 | spc = numpy.transpose( self.data_spc, (0,2,1) ) |
|
528 | spc = numpy.transpose( self.data_spc, (0,2,1) ) | |
| 538 | if not( self.processingHeaderObj.shif_fft ): |
|
529 | if not( self.processingHeaderObj.shif_fft ): | |
| 539 | spc = numpy.roll( spc, self.processingHeaderObj.profilesPerBlock/2, axis=2 ) #desplaza a la derecha en el eje 2 determinadas posiciones |
|
530 | spc = numpy.roll( spc, self.processingHeaderObj.profilesPerBlock/2, axis=2 ) #desplaza a la derecha en el eje 2 determinadas posiciones | |
| 540 | data = spc.reshape((-1)) |
|
531 | data = spc.reshape((-1)) | |
| 541 | data = data.astype(self.dtype[0]) |
|
532 | data = data.astype(self.dtype[0]) | |
| 542 | data.tofile(self.fp) |
|
533 | data.tofile(self.fp) | |
| 543 |
|
534 | |||
| 544 | if self.data_cspc is not None: |
|
535 | if self.data_cspc is not None: | |
| 545 | data = numpy.zeros( self.shape_cspc_Buffer, self.dtype ) |
|
536 | data = numpy.zeros( self.shape_cspc_Buffer, self.dtype ) | |
| 546 | cspc = numpy.transpose( self.data_cspc, (0,2,1) ) |
|
537 | cspc = numpy.transpose( self.data_cspc, (0,2,1) ) | |
| 547 | if not( self.processingHeaderObj.shif_fft ): |
|
538 | if not( self.processingHeaderObj.shif_fft ): | |
| 548 | cspc = numpy.roll( cspc, self.processingHeaderObj.profilesPerBlock/2, axis=2 ) #desplaza a la derecha en el eje 2 determinadas posiciones |
|
539 | cspc = numpy.roll( cspc, self.processingHeaderObj.profilesPerBlock/2, axis=2 ) #desplaza a la derecha en el eje 2 determinadas posiciones | |
| 549 | data['real'] = cspc.real |
|
540 | data['real'] = cspc.real | |
| 550 | data['imag'] = cspc.imag |
|
541 | data['imag'] = cspc.imag | |
| 551 | data = data.reshape((-1)) |
|
542 | data = data.reshape((-1)) | |
| 552 | data.tofile(self.fp) |
|
543 | data.tofile(self.fp) | |
| 553 |
|
544 | |||
| 554 |
|
545 | |||
| 555 | if self.data_dc is not None: |
|
546 | if self.data_dc is not None: | |
| 556 | data = numpy.zeros( self.shape_dc_Buffer, self.dtype ) |
|
547 | data = numpy.zeros( self.shape_dc_Buffer, self.dtype ) | |
| 557 | dc = self.data_dc |
|
548 | dc = self.data_dc | |
| 558 | data['real'] = dc.real |
|
549 | data['real'] = dc.real | |
| 559 | data['imag'] = dc.imag |
|
550 | data['imag'] = dc.imag | |
| 560 | data = data.reshape((-1)) |
|
551 | data = data.reshape((-1)) | |
| 561 | data.tofile(self.fp) |
|
552 | data.tofile(self.fp) | |
| 562 |
|
553 | |||
| 563 | # self.data_spc.fill(0) |
|
554 | # self.data_spc.fill(0) | |
| 564 | # |
|
555 | # | |
| 565 | # if self.data_dc is not None: |
|
556 | # if self.data_dc is not None: | |
| 566 | # self.data_dc.fill(0) |
|
557 | # self.data_dc.fill(0) | |
| 567 | # |
|
558 | # | |
| 568 | # if self.data_cspc is not None: |
|
559 | # if self.data_cspc is not None: | |
| 569 | # self.data_cspc.fill(0) |
|
560 | # self.data_cspc.fill(0) | |
| 570 |
|
561 | |||
| 571 |
|
562 | |||
| 572 | self.flagIsNewFile = 0 |
|
563 | self.flagIsNewFile = 0 | |
| 573 | self.flagIsNewBlock = 1 |
|
564 | self.flagIsNewBlock = 1 | |
| 574 | self.nTotalBlocks += 1 |
|
565 | self.nTotalBlocks += 1 | |
| 575 | self.nWriteBlocks += 1 |
|
566 | self.nWriteBlocks += 1 | |
| 576 | self.blockIndex += 1 |
|
567 | self.blockIndex += 1 | |
| 577 |
|
568 | |||
| 578 | # print "[Writing] Block = %d04" %self.blockIndex |
|
569 | # print "[Writing] Block = %d04" %self.blockIndex | |
| 579 |
|
570 | |||
| 580 | def putData(self): |
|
571 | def putData(self): | |
| 581 | """ |
|
572 | """ | |
| 582 | Setea un bloque de datos y luego los escribe en un file |
|
573 | Setea un bloque de datos y luego los escribe en un file | |
| 583 |
|
574 | |||
| 584 |
|
575 | |||
| 585 | Affected: |
|
576 | Affected: | |
| 586 | self.data_spc |
|
577 | self.data_spc | |
| 587 | self.data_cspc |
|
578 | self.data_cspc | |
| 588 | self.data_dc |
|
579 | self.data_dc | |
| 589 |
|
580 | |||
| 590 | Return: |
|
581 | Return: | |
| 591 | 0 : Si no hay data o no hay mas files que puedan escribirse |
|
582 | 0 : Si no hay data o no hay mas files que puedan escribirse | |
| 592 | 1 : Si se escribio la data de un bloque en un file |
|
583 | 1 : Si se escribio la data de un bloque en un file | |
| 593 | """ |
|
584 | """ | |
| 594 |
|
585 | |||
| 595 | if self.dataOut.flagNoData: |
|
586 | if self.dataOut.flagNoData: | |
| 596 | return 0 |
|
587 | return 0 | |
| 597 |
|
588 | |||
| 598 | self.flagIsNewBlock = 0 |
|
589 | self.flagIsNewBlock = 0 | |
| 599 |
|
590 | |||
| 600 | if self.dataOut.flagDiscontinuousBlock: |
|
591 | if self.dataOut.flagDiscontinuousBlock: | |
| 601 | self.data_spc.fill(0) |
|
592 | self.data_spc.fill(0) | |
| 602 | self.data_cspc.fill(0) |
|
593 | self.data_cspc.fill(0) | |
| 603 | self.data_dc.fill(0) |
|
594 | self.data_dc.fill(0) | |
| 604 | self.setNextFile() |
|
595 | self.setNextFile() | |
| 605 |
|
596 | |||
| 606 | if self.flagIsNewFile == 0: |
|
597 | if self.flagIsNewFile == 0: | |
| 607 | self.setBasicHeader() |
|
598 | self.setBasicHeader() | |
| 608 |
|
599 | |||
| 609 | self.data_spc = self.dataOut.data_spc.copy() |
|
600 | self.data_spc = self.dataOut.data_spc.copy() | |
| 610 |
|
601 | |||
| 611 | if self.dataOut.data_cspc is not None: |
|
602 | if self.dataOut.data_cspc is not None: | |
| 612 | self.data_cspc = self.dataOut.data_cspc.copy() |
|
603 | self.data_cspc = self.dataOut.data_cspc.copy() | |
| 613 |
|
604 | |||
| 614 | if self.dataOut.data_dc is not None: |
|
605 | if self.dataOut.data_dc is not None: | |
| 615 | self.data_dc = self.dataOut.data_dc.copy() |
|
606 | self.data_dc = self.dataOut.data_dc.copy() | |
| 616 |
|
607 | |||
| 617 | # #self.processingHeaderObj.dataBlocksPerFile) |
|
608 | # #self.processingHeaderObj.dataBlocksPerFile) | |
| 618 | if self.hasAllDataInBuffer(): |
|
609 | if self.hasAllDataInBuffer(): | |
| 619 | # self.setFirstHeader() |
|
610 | # self.setFirstHeader() | |
| 620 | self.writeNextBlock() |
|
611 | self.writeNextBlock() | |
| 621 |
|
612 | |||
| 622 | return 1 |
|
613 | return 1 | |
| 623 |
|
614 | |||
| 624 |
|
615 | |||
| 625 | def __getBlockSize(self): |
|
616 | def __getBlockSize(self): | |
| 626 | ''' |
|
617 | ''' | |
| 627 | Este metodos determina el cantidad de bytes para un bloque de datos de tipo Spectra |
|
618 | Este metodos determina el cantidad de bytes para un bloque de datos de tipo Spectra | |
| 628 | ''' |
|
619 | ''' | |
| 629 |
|
620 | |||
| 630 | dtype_width = self.getDtypeWidth() |
|
621 | dtype_width = self.getDtypeWidth() | |
| 631 |
|
622 | |||
| 632 | pts2write = self.dataOut.nHeights * self.dataOut.nFFTPoints |
|
623 | pts2write = self.dataOut.nHeights * self.dataOut.nFFTPoints | |
| 633 |
|
624 | |||
| 634 | pts2write_SelfSpectra = int(self.dataOut.nChannels * pts2write) |
|
625 | pts2write_SelfSpectra = int(self.dataOut.nChannels * pts2write) | |
| 635 | blocksize = (pts2write_SelfSpectra*dtype_width) |
|
626 | blocksize = (pts2write_SelfSpectra*dtype_width) | |
| 636 |
|
627 | |||
| 637 | if self.dataOut.data_cspc is not None: |
|
628 | if self.dataOut.data_cspc is not None: | |
| 638 | pts2write_CrossSpectra = int(self.dataOut.nPairs * pts2write) |
|
629 | pts2write_CrossSpectra = int(self.dataOut.nPairs * pts2write) | |
| 639 | blocksize += (pts2write_CrossSpectra*dtype_width*2) |
|
630 | blocksize += (pts2write_CrossSpectra*dtype_width*2) | |
| 640 |
|
631 | |||
| 641 | if self.dataOut.data_dc is not None: |
|
632 | if self.dataOut.data_dc is not None: | |
| 642 | pts2write_DCchannels = int(self.dataOut.nChannels * self.dataOut.nHeights) |
|
633 | pts2write_DCchannels = int(self.dataOut.nChannels * self.dataOut.nHeights) | |
| 643 | blocksize += (pts2write_DCchannels*dtype_width*2) |
|
634 | blocksize += (pts2write_DCchannels*dtype_width*2) | |
| 644 |
|
635 | |||
| 645 | # blocksize = blocksize #* datatypeValue * 2 #CORREGIR ESTO |
|
636 | # blocksize = blocksize #* datatypeValue * 2 #CORREGIR ESTO | |
| 646 |
|
637 | |||
| 647 | return blocksize |
|
638 | return blocksize | |
| 648 |
|
639 | |||
| 649 | def setFirstHeader(self): |
|
640 | def setFirstHeader(self): | |
| 650 |
|
641 | |||
| 651 | """ |
|
642 | """ | |
| 652 | Obtiene una copia del First Header |
|
643 | Obtiene una copia del First Header | |
| 653 |
|
644 | |||
| 654 | Affected: |
|
645 | Affected: | |
| 655 | self.systemHeaderObj |
|
646 | self.systemHeaderObj | |
| 656 | self.radarControllerHeaderObj |
|
647 | self.radarControllerHeaderObj | |
| 657 | self.dtype |
|
648 | self.dtype | |
| 658 |
|
649 | |||
| 659 | Return: |
|
650 | Return: | |
| 660 | None |
|
651 | None | |
| 661 | """ |
|
652 | """ | |
| 662 |
|
653 | |||
| 663 | self.systemHeaderObj = self.dataOut.systemHeaderObj.copy() |
|
654 | self.systemHeaderObj = self.dataOut.systemHeaderObj.copy() | |
| 664 | self.systemHeaderObj.nChannels = self.dataOut.nChannels |
|
655 | self.systemHeaderObj.nChannels = self.dataOut.nChannels | |
| 665 | self.radarControllerHeaderObj = self.dataOut.radarControllerHeaderObj.copy() |
|
656 | self.radarControllerHeaderObj = self.dataOut.radarControllerHeaderObj.copy() | |
| 666 |
|
657 | |||
| 667 | self.processingHeaderObj.dtype = 1 # Spectra |
|
658 | self.processingHeaderObj.dtype = 1 # Spectra | |
| 668 | self.processingHeaderObj.blockSize = self.__getBlockSize() |
|
659 | self.processingHeaderObj.blockSize = self.__getBlockSize() | |
| 669 | self.processingHeaderObj.profilesPerBlock = self.dataOut.nFFTPoints |
|
660 | self.processingHeaderObj.profilesPerBlock = self.dataOut.nFFTPoints | |
| 670 | self.processingHeaderObj.dataBlocksPerFile = self.blocksPerFile |
|
661 | self.processingHeaderObj.dataBlocksPerFile = self.blocksPerFile | |
| 671 | self.processingHeaderObj.nWindows = 1 #podria ser 1 o self.dataOut.processingHeaderObj.nWindows |
|
662 | self.processingHeaderObj.nWindows = 1 #podria ser 1 o self.dataOut.processingHeaderObj.nWindows | |
| 672 | self.processingHeaderObj.nCohInt = self.dataOut.nCohInt# Se requiere para determinar el valor de timeInterval |
|
663 | self.processingHeaderObj.nCohInt = self.dataOut.nCohInt# Se requiere para determinar el valor de timeInterval | |
| 673 | self.processingHeaderObj.nIncohInt = self.dataOut.nIncohInt |
|
664 | self.processingHeaderObj.nIncohInt = self.dataOut.nIncohInt | |
| 674 | self.processingHeaderObj.totalSpectra = self.dataOut.nPairs + self.dataOut.nChannels |
|
665 | self.processingHeaderObj.totalSpectra = self.dataOut.nPairs + self.dataOut.nChannels | |
| 675 | self.processingHeaderObj.shif_fft = self.dataOut.flagShiftFFT |
|
666 | self.processingHeaderObj.shif_fft = self.dataOut.flagShiftFFT | |
| 676 |
|
667 | |||
| 677 |
|
668 | |||
| 678 | if self.processingHeaderObj.totalSpectra > 0: |
|
669 | if self.processingHeaderObj.totalSpectra > 0: | |
| 679 | channelList = [] |
|
670 | channelList = [] | |
| 680 | for channel in range(self.dataOut.nChannels): |
|
671 | for channel in range(self.dataOut.nChannels): | |
| 681 | channelList.append(channel) |
|
672 | channelList.append(channel) | |
| 682 | channelList.append(channel) |
|
673 | channelList.append(channel) | |
| 683 |
|
674 | |||
| 684 | pairsList = [] |
|
675 | pairsList = [] | |
| 685 | if self.dataOut.nPairs > 0: |
|
676 | if self.dataOut.nPairs > 0: | |
| 686 | for pair in self.dataOut.pairsList: |
|
677 | for pair in self.dataOut.pairsList: | |
| 687 | pairsList.append(pair[0]) |
|
678 | pairsList.append(pair[0]) | |
| 688 | pairsList.append(pair[1]) |
|
679 | pairsList.append(pair[1]) | |
| 689 |
|
680 | |||
| 690 | spectraComb = channelList + pairsList |
|
681 | spectraComb = channelList + pairsList | |
| 691 | spectraComb = numpy.array(spectraComb, dtype="u1") |
|
682 | spectraComb = numpy.array(spectraComb, dtype="u1") | |
| 692 | self.processingHeaderObj.spectraComb = spectraComb |
|
683 | self.processingHeaderObj.spectraComb = spectraComb | |
| 693 |
|
684 | |||
| 694 | if self.dataOut.code is not None: |
|
685 | if self.dataOut.code is not None: | |
| 695 | self.processingHeaderObj.code = self.dataOut.code |
|
686 | self.processingHeaderObj.code = self.dataOut.code | |
| 696 | self.processingHeaderObj.nCode = self.dataOut.nCode |
|
687 | self.processingHeaderObj.nCode = self.dataOut.nCode | |
| 697 | self.processingHeaderObj.nBaud = self.dataOut.nBaud |
|
688 | self.processingHeaderObj.nBaud = self.dataOut.nBaud | |
| 698 |
|
689 | |||
| 699 | if self.processingHeaderObj.nWindows != 0: |
|
690 | if self.processingHeaderObj.nWindows != 0: | |
| 700 | self.processingHeaderObj.firstHeight = self.dataOut.heightList[0] |
|
691 | self.processingHeaderObj.firstHeight = self.dataOut.heightList[0] | |
| 701 | self.processingHeaderObj.deltaHeight = self.dataOut.heightList[1] - self.dataOut.heightList[0] |
|
692 | self.processingHeaderObj.deltaHeight = self.dataOut.heightList[1] - self.dataOut.heightList[0] | |
| 702 | self.processingHeaderObj.nHeights = self.dataOut.nHeights |
|
693 | self.processingHeaderObj.nHeights = self.dataOut.nHeights | |
| 703 | self.processingHeaderObj.samplesWin = self.dataOut.nHeights |
|
694 | self.processingHeaderObj.samplesWin = self.dataOut.nHeights | |
| 704 |
|
695 | |||
| 705 | self.processingHeaderObj.processFlags = self.getProcessFlags() |
|
696 | self.processingHeaderObj.processFlags = self.getProcessFlags() | |
| 706 |
|
697 | |||
| 707 | self.setBasicHeader() |
|
698 | self.setBasicHeader() | |
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|
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| 1 | ''' |
|
1 | ''' | |
| 2 | @author: Juan C. Espinoza |
|
2 | @author: Juan C. Espinoza | |
| 3 | ''' |
|
3 | ''' | |
| 4 |
|
4 | |||
| 5 | import time |
|
5 | import time | |
| 6 | import json |
|
6 | import json | |
| 7 | import numpy |
|
7 | import numpy | |
| 8 | import paho.mqtt.client as mqtt |
|
8 | import paho.mqtt.client as mqtt | |
| 9 | import zmq |
|
9 | import zmq | |
| 10 | import datetime |
|
10 | import datetime | |
| 11 | from zmq.utils.monitor import recv_monitor_message |
|
11 | from zmq.utils.monitor import recv_monitor_message | |
| 12 | from functools import wraps |
|
12 | from functools import wraps | |
| 13 | from threading import Thread |
|
13 | from threading import Thread | |
| 14 | from multiprocessing import Process |
|
14 | from multiprocessing import Process | |
| 15 |
|
15 | |||
| 16 | from schainpy.model.proc.jroproc_base import Operation, ProcessingUnit |
|
16 | from schainpy.model.proc.jroproc_base import Operation, ProcessingUnit | |
| 17 | from schainpy.model.data.jrodata import JROData |
|
17 | from schainpy.model.data.jrodata import JROData | |
| 18 | from schainpy.utils import log |
|
18 | from schainpy.utils import log | |
| 19 |
|
19 | |||
| 20 | MAXNUMX = 100 |
|
20 | MAXNUMX = 100 | |
| 21 | MAXNUMY = 100 |
|
21 | MAXNUMY = 100 | |
| 22 |
|
22 | |||
| 23 | class PrettyFloat(float): |
|
23 | class PrettyFloat(float): | |
| 24 | def __repr__(self): |
|
24 | def __repr__(self): | |
| 25 | return '%.2f' % self |
|
25 | return '%.2f' % self | |
| 26 |
|
26 | |||
| 27 | def roundFloats(obj): |
|
27 | def roundFloats(obj): | |
| 28 | if isinstance(obj, list): |
|
28 | if isinstance(obj, list): | |
| 29 | return map(roundFloats, obj) |
|
29 | return map(roundFloats, obj) | |
| 30 | elif isinstance(obj, float): |
|
30 | elif isinstance(obj, float): | |
| 31 | return round(obj, 2) |
|
31 | return round(obj, 2) | |
| 32 |
|
32 | |||
| 33 | def decimate(z, MAXNUMY): |
|
33 | def decimate(z, MAXNUMY): | |
| 34 | dy = int(len(z[0])/MAXNUMY) + 1 |
|
34 | dy = int(len(z[0])/MAXNUMY) + 1 | |
| 35 |
|
35 | |||
| 36 | return z[::, ::dy] |
|
36 | return z[::, ::dy] | |
| 37 |
|
37 | |||
| 38 | class throttle(object): |
|
38 | class throttle(object): | |
| 39 | ''' |
|
39 | ''' | |
| 40 | Decorator that prevents a function from being called more than once every |
|
40 | Decorator that prevents a function from being called more than once every | |
| 41 | time period. |
|
41 | time period. | |
| 42 | To create a function that cannot be called more than once a minute, but |
|
42 | To create a function that cannot be called more than once a minute, but | |
| 43 | will sleep until it can be called: |
|
43 | will sleep until it can be called: | |
| 44 | @throttle(minutes=1) |
|
44 | @throttle(minutes=1) | |
| 45 | def foo(): |
|
45 | def foo(): | |
| 46 | pass |
|
46 | pass | |
| 47 |
|
47 | |||
| 48 | for i in range(10): |
|
48 | for i in range(10): | |
| 49 | foo() |
|
49 | foo() | |
| 50 | print "This function has run %s times." % i |
|
50 | print "This function has run %s times." % i | |
| 51 | ''' |
|
51 | ''' | |
| 52 |
|
52 | |||
| 53 | def __init__(self, seconds=0, minutes=0, hours=0): |
|
53 | def __init__(self, seconds=0, minutes=0, hours=0): | |
| 54 | self.throttle_period = datetime.timedelta( |
|
54 | self.throttle_period = datetime.timedelta( | |
| 55 | seconds=seconds, minutes=minutes, hours=hours |
|
55 | seconds=seconds, minutes=minutes, hours=hours | |
| 56 | ) |
|
56 | ) | |
| 57 |
|
57 | |||
| 58 | self.time_of_last_call = datetime.datetime.min |
|
58 | self.time_of_last_call = datetime.datetime.min | |
| 59 |
|
59 | |||
| 60 | def __call__(self, fn): |
|
60 | def __call__(self, fn): | |
| 61 | @wraps(fn) |
|
61 | @wraps(fn) | |
| 62 | def wrapper(*args, **kwargs): |
|
62 | def wrapper(*args, **kwargs): | |
| 63 | now = datetime.datetime.now() |
|
63 | now = datetime.datetime.now() | |
| 64 | time_since_last_call = now - self.time_of_last_call |
|
64 | time_since_last_call = now - self.time_of_last_call | |
| 65 | time_left = self.throttle_period - time_since_last_call |
|
65 | time_left = self.throttle_period - time_since_last_call | |
| 66 |
|
66 | |||
| 67 | if time_left > datetime.timedelta(seconds=0): |
|
67 | if time_left > datetime.timedelta(seconds=0): | |
| 68 | return |
|
68 | return | |
| 69 |
|
69 | |||
| 70 | self.time_of_last_call = datetime.datetime.now() |
|
70 | self.time_of_last_call = datetime.datetime.now() | |
| 71 | return fn(*args, **kwargs) |
|
71 | return fn(*args, **kwargs) | |
| 72 |
|
72 | |||
| 73 | return wrapper |
|
73 | return wrapper | |
| 74 |
|
74 | |||
| 75 | class Data(object): |
|
75 | class Data(object): | |
| 76 | ''' |
|
76 | ''' | |
| 77 | Object to hold data to be plotted |
|
77 | Object to hold data to be plotted | |
| 78 | ''' |
|
78 | ''' | |
| 79 |
|
79 | |||
| 80 | def __init__(self, plottypes, throttle_value): |
|
80 | def __init__(self, plottypes, throttle_value): | |
| 81 | self.plottypes = plottypes |
|
81 | self.plottypes = plottypes | |
| 82 | self.throttle = throttle_value |
|
82 | self.throttle = throttle_value | |
| 83 | self.ended = False |
|
83 | self.ended = False | |
| 84 | self.__times = [] |
|
84 | self.__times = [] | |
| 85 |
|
85 | |||
| 86 | def __str__(self): |
|
86 | def __str__(self): | |
| 87 | dum = ['{}{}'.format(key, self.shape(key)) for key in self.data] |
|
87 | dum = ['{}{}'.format(key, self.shape(key)) for key in self.data] | |
| 88 | return 'Data[{}][{}]'.format(';'.join(dum), len(self.__times)) |
|
88 | return 'Data[{}][{}]'.format(';'.join(dum), len(self.__times)) | |
| 89 |
|
89 | |||
| 90 | def __len__(self): |
|
90 | def __len__(self): | |
| 91 | return len(self.__times) |
|
91 | return len(self.__times) | |
| 92 |
|
92 | |||
| 93 | def __getitem__(self, key): |
|
93 | def __getitem__(self, key): | |
| 94 | if key not in self.data: |
|
94 | if key not in self.data: | |
| 95 | raise KeyError(log.error('Missing key: {}'.format(key))) |
|
95 | raise KeyError(log.error('Missing key: {}'.format(key))) | |
| 96 |
|
96 | |||
| 97 | if 'spc' in key: |
|
97 | if 'spc' in key: | |
| 98 | ret = self.data[key] |
|
98 | ret = self.data[key] | |
| 99 | else: |
|
99 | else: | |
| 100 | ret = numpy.array([self.data[key][x] for x in self.times]) |
|
100 | ret = numpy.array([self.data[key][x] for x in self.times]) | |
| 101 | if ret.ndim > 1: |
|
101 | if ret.ndim > 1: | |
| 102 | ret = numpy.swapaxes(ret, 0, 1) |
|
102 | ret = numpy.swapaxes(ret, 0, 1) | |
| 103 | return ret |
|
103 | return ret | |
| 104 |
|
104 | |||
| 105 | def setup(self): |
|
105 | def setup(self): | |
| 106 | ''' |
|
106 | ''' | |
| 107 | Configure object |
|
107 | Configure object | |
| 108 | ''' |
|
108 | ''' | |
| 109 |
|
109 | |||
| 110 | self.ended = False |
|
110 | self.ended = False | |
| 111 | self.data = {} |
|
111 | self.data = {} | |
| 112 | self.__times = [] |
|
112 | self.__times = [] | |
| 113 | self.__heights = [] |
|
113 | self.__heights = [] | |
| 114 | self.__all_heights = set() |
|
114 | self.__all_heights = set() | |
| 115 | for plot in self.plottypes: |
|
115 | for plot in self.plottypes: | |
|
|
116 | if 'snr' in plot: | |||
|
|
117 | plot = 'snr' | |||
| 116 | self.data[plot] = {} |
|
118 | self.data[plot] = {} | |
| 117 |
|
119 | |||
| 118 | def shape(self, key): |
|
120 | def shape(self, key): | |
| 119 | ''' |
|
121 | ''' | |
| 120 | Get the shape of the one-element data for the given key |
|
122 | Get the shape of the one-element data for the given key | |
| 121 | ''' |
|
123 | ''' | |
| 122 |
|
124 | |||
| 123 | if len(self.data[key]): |
|
125 | if len(self.data[key]): | |
| 124 | if 'spc' in key: |
|
126 | if 'spc' in key: | |
| 125 | return self.data[key].shape |
|
127 | return self.data[key].shape | |
| 126 | return self.data[key][self.__times[0]].shape |
|
128 | return self.data[key][self.__times[0]].shape | |
| 127 | return (0,) |
|
129 | return (0,) | |
| 128 |
|
130 | |||
| 129 | def update(self, dataOut): |
|
131 | def update(self, dataOut): | |
| 130 | ''' |
|
132 | ''' | |
| 131 | Update data object with new dataOut |
|
133 | Update data object with new dataOut | |
| 132 | ''' |
|
134 | ''' | |
| 133 |
|
135 | |||
| 134 | tm = dataOut.utctime |
|
136 | tm = dataOut.utctime | |
| 135 | if tm in self.__times: |
|
137 | if tm in self.__times: | |
| 136 | return |
|
138 | return | |
| 137 |
|
139 | |||
| 138 | self.parameters = getattr(dataOut, 'parameters', []) |
|
140 | self.parameters = getattr(dataOut, 'parameters', []) | |
| 139 | self.pairs = dataOut.pairsList |
|
141 | self.pairs = dataOut.pairsList | |
| 140 | self.channels = dataOut.channelList |
|
142 | self.channels = dataOut.channelList | |
| 141 | self.xrange = (dataOut.getFreqRange(1)/1000. , dataOut.getAcfRange(1) , dataOut.getVelRange(1)) |
|
|||
| 142 | self.interval = dataOut.getTimeInterval() |
|
143 | self.interval = dataOut.getTimeInterval() | |
|
|
144 | if 'spc' in self.plottypes or 'cspc' in self.plottypes: | |||
|
|
145 | self.xrange = (dataOut.getFreqRange(1)/1000. , dataOut.getAcfRange(1) , dataOut.getVelRange(1)) | |||
| 143 | self.__heights.append(dataOut.heightList) |
|
146 | self.__heights.append(dataOut.heightList) | |
| 144 | self.__all_heights.update(dataOut.heightList) |
|
147 | self.__all_heights.update(dataOut.heightList) | |
| 145 | self.__times.append(tm) |
|
148 | self.__times.append(tm) | |
| 146 |
|
149 | |||
| 147 | for plot in self.plottypes: |
|
150 | for plot in self.plottypes: | |
| 148 | if plot == 'spc': |
|
151 | if plot == 'spc': | |
| 149 | z = dataOut.data_spc/dataOut.normFactor |
|
152 | z = dataOut.data_spc/dataOut.normFactor | |
| 150 | self.data[plot] = 10*numpy.log10(z) |
|
153 | self.data[plot] = 10*numpy.log10(z) | |
| 151 | if plot == 'cspc': |
|
154 | if plot == 'cspc': | |
| 152 | self.data[plot] = dataOut.data_cspc |
|
155 | self.data[plot] = dataOut.data_cspc | |
| 153 | if plot == 'noise': |
|
156 | if plot == 'noise': | |
| 154 | self.data[plot][tm] = 10*numpy.log10(dataOut.getNoise()/dataOut.normFactor) |
|
157 | self.data[plot][tm] = 10*numpy.log10(dataOut.getNoise()/dataOut.normFactor) | |
| 155 | if plot == 'rti': |
|
158 | if plot == 'rti': | |
| 156 | self.data[plot][tm] = dataOut.getPower() |
|
159 | self.data[plot][tm] = dataOut.getPower() | |
| 157 | if plot == 'snr_db': |
|
160 | if plot == 'snr_db': | |
| 158 | self.data['snr'][tm] = dataOut.data_SNR |
|
161 | self.data['snr'][tm] = dataOut.data_SNR | |
| 159 | if plot == 'snr': |
|
162 | if plot == 'snr': | |
| 160 | self.data[plot][tm] = 10*numpy.log10(dataOut.data_SNR) |
|
163 | self.data[plot][tm] = 10*numpy.log10(dataOut.data_SNR) | |
| 161 | if plot == 'dop': |
|
164 | if plot == 'dop': | |
| 162 | self.data[plot][tm] = 10*numpy.log10(dataOut.data_DOP) |
|
165 | self.data[plot][tm] = 10*numpy.log10(dataOut.data_DOP) | |
| 163 | if plot == 'mean': |
|
166 | if plot == 'mean': | |
| 164 | self.data[plot][tm] = dataOut.data_MEAN |
|
167 | self.data[plot][tm] = dataOut.data_MEAN | |
| 165 | if plot == 'std': |
|
168 | if plot == 'std': | |
| 166 | self.data[plot][tm] = dataOut.data_STD |
|
169 | self.data[plot][tm] = dataOut.data_STD | |
| 167 | if plot == 'coh': |
|
170 | if plot == 'coh': | |
| 168 | self.data[plot][tm] = dataOut.getCoherence() |
|
171 | self.data[plot][tm] = dataOut.getCoherence() | |
| 169 | if plot == 'phase': |
|
172 | if plot == 'phase': | |
| 170 | self.data[plot][tm] = dataOut.getCoherence(phase=True) |
|
173 | self.data[plot][tm] = dataOut.getCoherence(phase=True) | |
| 171 | if plot == 'output': |
|
174 | if plot == 'output': | |
| 172 | self.data[plot][tm] = dataOut.data_output |
|
175 | self.data[plot][tm] = dataOut.data_output | |
| 173 | if plot == 'param': |
|
176 | if plot == 'param': | |
| 174 | self.data[plot][tm] = dataOut.data_param |
|
177 | self.data[plot][tm] = dataOut.data_param | |
| 175 |
|
178 | |||
| 176 | def normalize_heights(self): |
|
179 | def normalize_heights(self): | |
| 177 | ''' |
|
180 | ''' | |
| 178 | Ensure same-dimension of the data for different heighList |
|
181 | Ensure same-dimension of the data for different heighList | |
| 179 | ''' |
|
182 | ''' | |
| 180 |
|
183 | |||
| 181 | H = numpy.array(list(self.__all_heights)) |
|
184 | H = numpy.array(list(self.__all_heights)) | |
| 182 | H.sort() |
|
185 | H.sort() | |
| 183 | for key in self.data: |
|
186 | for key in self.data: | |
| 184 | shape = self.shape(key)[:-1] + H.shape |
|
187 | shape = self.shape(key)[:-1] + H.shape | |
| 185 | for tm, obj in self.data[key].items(): |
|
188 | for tm, obj in self.data[key].items(): | |
| 186 | h = self.__heights[self.__times.index(tm)] |
|
189 | h = self.__heights[self.__times.index(tm)] | |
| 187 | if H.size == h.size: |
|
190 | if H.size == h.size: | |
| 188 | continue |
|
191 | continue | |
| 189 | index = numpy.where(numpy.in1d(H, h))[0] |
|
192 | index = numpy.where(numpy.in1d(H, h))[0] | |
| 190 | dummy = numpy.zeros(shape) + numpy.nan |
|
193 | dummy = numpy.zeros(shape) + numpy.nan | |
| 191 | if len(shape) == 2: |
|
194 | if len(shape) == 2: | |
| 192 | dummy[:, index] = obj |
|
195 | dummy[:, index] = obj | |
| 193 | else: |
|
196 | else: | |
| 194 | dummy[index] = obj |
|
197 | dummy[index] = obj | |
| 195 | self.data[key][tm] = dummy |
|
198 | self.data[key][tm] = dummy | |
| 196 |
|
199 | |||
| 197 | self.__heights = [H for tm in self.__times] |
|
200 | self.__heights = [H for tm in self.__times] | |
| 198 |
|
201 | |||
| 199 | def jsonify(self, decimate=False): |
|
202 | def jsonify(self, decimate=False): | |
| 200 | ''' |
|
203 | ''' | |
| 201 | Convert data to json |
|
204 | Convert data to json | |
| 202 | ''' |
|
205 | ''' | |
| 203 |
|
206 | |||
| 204 | ret = {} |
|
207 | ret = {} | |
| 205 | tm = self.times[-1] |
|
208 | tm = self.times[-1] | |
| 206 |
|
209 | |||
| 207 | for key, value in self.data: |
|
210 | for key, value in self.data: | |
| 208 | if key in ('spc', 'cspc'): |
|
211 | if key in ('spc', 'cspc'): | |
| 209 | ret[key] = roundFloats(self.data[key].to_list()) |
|
212 | ret[key] = roundFloats(self.data[key].to_list()) | |
| 210 | else: |
|
213 | else: | |
| 211 | ret[key] = roundFloats(self.data[key][tm].to_list()) |
|
214 | ret[key] = roundFloats(self.data[key][tm].to_list()) | |
| 212 |
|
215 | |||
| 213 | ret['timestamp'] = tm |
|
216 | ret['timestamp'] = tm | |
| 214 | ret['interval'] = self.interval |
|
217 | ret['interval'] = self.interval | |
| 215 |
|
218 | |||
| 216 | @property |
|
219 | @property | |
| 217 | def times(self): |
|
220 | def times(self): | |
| 218 | ''' |
|
221 | ''' | |
| 219 | Return the list of times of the current data |
|
222 | Return the list of times of the current data | |
| 220 | ''' |
|
223 | ''' | |
| 221 |
|
224 | |||
| 222 | ret = numpy.array(self.__times) |
|
225 | ret = numpy.array(self.__times) | |
| 223 | ret.sort() |
|
226 | ret.sort() | |
| 224 | return ret |
|
227 | return ret | |
| 225 |
|
228 | |||
| 226 | @property |
|
229 | @property | |
| 227 | def heights(self): |
|
230 | def heights(self): | |
| 228 | ''' |
|
231 | ''' | |
| 229 | Return the list of heights of the current data |
|
232 | Return the list of heights of the current data | |
| 230 | ''' |
|
233 | ''' | |
| 231 |
|
234 | |||
| 232 | return numpy.array(self.__heights[-1]) |
|
235 | return numpy.array(self.__heights[-1]) | |
| 233 |
|
236 | |||
| 234 | class PublishData(Operation): |
|
237 | class PublishData(Operation): | |
| 235 | ''' |
|
238 | ''' | |
| 236 | Operation to send data over zmq. |
|
239 | Operation to send data over zmq. | |
| 237 | ''' |
|
240 | ''' | |
| 238 |
|
241 | |||
| 239 | def __init__(self, **kwargs): |
|
242 | def __init__(self, **kwargs): | |
| 240 | """Inicio.""" |
|
243 | """Inicio.""" | |
| 241 | Operation.__init__(self, **kwargs) |
|
244 | Operation.__init__(self, **kwargs) | |
| 242 | self.isConfig = False |
|
245 | self.isConfig = False | |
| 243 | self.client = None |
|
246 | self.client = None | |
| 244 | self.zeromq = None |
|
247 | self.zeromq = None | |
| 245 | self.mqtt = None |
|
248 | self.mqtt = None | |
| 246 |
|
249 | |||
| 247 | def on_disconnect(self, client, userdata, rc): |
|
250 | def on_disconnect(self, client, userdata, rc): | |
| 248 | if rc != 0: |
|
251 | if rc != 0: | |
| 249 | log.warning('Unexpected disconnection.') |
|
252 | log.warning('Unexpected disconnection.') | |
| 250 | self.connect() |
|
253 | self.connect() | |
| 251 |
|
254 | |||
| 252 | def connect(self): |
|
255 | def connect(self): | |
| 253 | log.warning('trying to connect') |
|
256 | log.warning('trying to connect') | |
| 254 | try: |
|
257 | try: | |
| 255 | self.client.connect( |
|
258 | self.client.connect( | |
| 256 | host=self.host, |
|
259 | host=self.host, | |
| 257 | port=self.port, |
|
260 | port=self.port, | |
| 258 | keepalive=60*10, |
|
261 | keepalive=60*10, | |
| 259 | bind_address='') |
|
262 | bind_address='') | |
| 260 | self.client.loop_start() |
|
263 | self.client.loop_start() | |
| 261 | # self.client.publish( |
|
264 | # self.client.publish( | |
| 262 | # self.topic + 'SETUP', |
|
265 | # self.topic + 'SETUP', | |
| 263 | # json.dumps(setup), |
|
266 | # json.dumps(setup), | |
| 264 | # retain=True |
|
267 | # retain=True | |
| 265 | # ) |
|
268 | # ) | |
| 266 | except: |
|
269 | except: | |
| 267 | log.error('MQTT Conection error.') |
|
270 | log.error('MQTT Conection error.') | |
| 268 | self.client = False |
|
271 | self.client = False | |
| 269 |
|
272 | |||
| 270 | def setup(self, port=1883, username=None, password=None, clientId="user", zeromq=1, verbose=True, **kwargs): |
|
273 | def setup(self, port=1883, username=None, password=None, clientId="user", zeromq=1, verbose=True, **kwargs): | |
| 271 | self.counter = 0 |
|
274 | self.counter = 0 | |
| 272 | self.topic = kwargs.get('topic', 'schain') |
|
275 | self.topic = kwargs.get('topic', 'schain') | |
| 273 | self.delay = kwargs.get('delay', 0) |
|
276 | self.delay = kwargs.get('delay', 0) | |
| 274 | self.plottype = kwargs.get('plottype', 'spectra') |
|
277 | self.plottype = kwargs.get('plottype', 'spectra') | |
| 275 | self.host = kwargs.get('host', "10.10.10.82") |
|
278 | self.host = kwargs.get('host', "10.10.10.82") | |
| 276 | self.port = kwargs.get('port', 3000) |
|
279 | self.port = kwargs.get('port', 3000) | |
| 277 | self.clientId = clientId |
|
280 | self.clientId = clientId | |
| 278 | self.cnt = 0 |
|
281 | self.cnt = 0 | |
| 279 | self.zeromq = zeromq |
|
282 | self.zeromq = zeromq | |
| 280 | self.mqtt = kwargs.get('plottype', 0) |
|
283 | self.mqtt = kwargs.get('plottype', 0) | |
| 281 | self.client = None |
|
284 | self.client = None | |
| 282 | self.verbose = verbose |
|
285 | self.verbose = verbose | |
| 283 | setup = [] |
|
286 | setup = [] | |
| 284 | if mqtt is 1: |
|
287 | if mqtt is 1: | |
| 285 | self.client = mqtt.Client( |
|
288 | self.client = mqtt.Client( | |
| 286 | client_id=self.clientId + self.topic + 'SCHAIN', |
|
289 | client_id=self.clientId + self.topic + 'SCHAIN', | |
| 287 | clean_session=True) |
|
290 | clean_session=True) | |
| 288 | self.client.on_disconnect = self.on_disconnect |
|
291 | self.client.on_disconnect = self.on_disconnect | |
| 289 | self.connect() |
|
292 | self.connect() | |
| 290 | for plot in self.plottype: |
|
293 | for plot in self.plottype: | |
| 291 | setup.append({ |
|
294 | setup.append({ | |
| 292 | 'plot': plot, |
|
295 | 'plot': plot, | |
| 293 | 'topic': self.topic + plot, |
|
296 | 'topic': self.topic + plot, | |
| 294 | 'title': getattr(self, plot + '_' + 'title', False), |
|
297 | 'title': getattr(self, plot + '_' + 'title', False), | |
| 295 | 'xlabel': getattr(self, plot + '_' + 'xlabel', False), |
|
298 | 'xlabel': getattr(self, plot + '_' + 'xlabel', False), | |
| 296 | 'ylabel': getattr(self, plot + '_' + 'ylabel', False), |
|
299 | 'ylabel': getattr(self, plot + '_' + 'ylabel', False), | |
| 297 | 'xrange': getattr(self, plot + '_' + 'xrange', False), |
|
300 | 'xrange': getattr(self, plot + '_' + 'xrange', False), | |
| 298 | 'yrange': getattr(self, plot + '_' + 'yrange', False), |
|
301 | 'yrange': getattr(self, plot + '_' + 'yrange', False), | |
| 299 | 'zrange': getattr(self, plot + '_' + 'zrange', False), |
|
302 | 'zrange': getattr(self, plot + '_' + 'zrange', False), | |
| 300 | }) |
|
303 | }) | |
| 301 | if zeromq is 1: |
|
304 | if zeromq is 1: | |
| 302 | context = zmq.Context() |
|
305 | context = zmq.Context() | |
| 303 | self.zmq_socket = context.socket(zmq.PUSH) |
|
306 | self.zmq_socket = context.socket(zmq.PUSH) | |
| 304 | server = kwargs.get('server', 'zmq.pipe') |
|
307 | server = kwargs.get('server', 'zmq.pipe') | |
| 305 |
|
308 | |||
| 306 | if 'tcp://' in server: |
|
309 | if 'tcp://' in server: | |
| 307 | address = server |
|
310 | address = server | |
| 308 | else: |
|
311 | else: | |
| 309 | address = 'ipc:///tmp/%s' % server |
|
312 | address = 'ipc:///tmp/%s' % server | |
| 310 |
|
313 | |||
| 311 | self.zmq_socket.connect(address) |
|
314 | self.zmq_socket.connect(address) | |
| 312 | time.sleep(1) |
|
315 | time.sleep(1) | |
| 313 |
|
316 | |||
| 314 |
|
317 | |||
| 315 | def publish_data(self): |
|
318 | def publish_data(self): | |
| 316 | self.dataOut.finished = False |
|
319 | self.dataOut.finished = False | |
| 317 | if self.mqtt is 1: |
|
320 | if self.mqtt is 1: | |
| 318 | yData = self.dataOut.heightList[:2].tolist() |
|
321 | yData = self.dataOut.heightList[:2].tolist() | |
| 319 | if self.plottype == 'spectra': |
|
322 | if self.plottype == 'spectra': | |
| 320 | data = getattr(self.dataOut, 'data_spc') |
|
323 | data = getattr(self.dataOut, 'data_spc') | |
| 321 | z = data/self.dataOut.normFactor |
|
324 | z = data/self.dataOut.normFactor | |
| 322 | zdB = 10*numpy.log10(z) |
|
325 | zdB = 10*numpy.log10(z) | |
| 323 | xlen, ylen = zdB[0].shape |
|
326 | xlen, ylen = zdB[0].shape | |
| 324 | dx = int(xlen/MAXNUMX) + 1 |
|
327 | dx = int(xlen/MAXNUMX) + 1 | |
| 325 | dy = int(ylen/MAXNUMY) + 1 |
|
328 | dy = int(ylen/MAXNUMY) + 1 | |
| 326 | Z = [0 for i in self.dataOut.channelList] |
|
329 | Z = [0 for i in self.dataOut.channelList] | |
| 327 | for i in self.dataOut.channelList: |
|
330 | for i in self.dataOut.channelList: | |
| 328 | Z[i] = zdB[i][::dx, ::dy].tolist() |
|
331 | Z[i] = zdB[i][::dx, ::dy].tolist() | |
| 329 | payload = { |
|
332 | payload = { | |
| 330 | 'timestamp': self.dataOut.utctime, |
|
333 | 'timestamp': self.dataOut.utctime, | |
| 331 | 'data': roundFloats(Z), |
|
334 | 'data': roundFloats(Z), | |
| 332 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], |
|
335 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], | |
| 333 | 'interval': self.dataOut.getTimeInterval(), |
|
336 | 'interval': self.dataOut.getTimeInterval(), | |
| 334 | 'type': self.plottype, |
|
337 | 'type': self.plottype, | |
| 335 | 'yData': yData |
|
338 | 'yData': yData | |
| 336 | } |
|
339 | } | |
| 337 |
|
340 | |||
| 338 | elif self.plottype in ('rti', 'power'): |
|
341 | elif self.plottype in ('rti', 'power'): | |
| 339 | data = getattr(self.dataOut, 'data_spc') |
|
342 | data = getattr(self.dataOut, 'data_spc') | |
| 340 | z = data/self.dataOut.normFactor |
|
343 | z = data/self.dataOut.normFactor | |
| 341 | avg = numpy.average(z, axis=1) |
|
344 | avg = numpy.average(z, axis=1) | |
| 342 | avgdB = 10*numpy.log10(avg) |
|
345 | avgdB = 10*numpy.log10(avg) | |
| 343 | xlen, ylen = z[0].shape |
|
346 | xlen, ylen = z[0].shape | |
| 344 | dy = numpy.floor(ylen/self.__MAXNUMY) + 1 |
|
347 | dy = numpy.floor(ylen/self.__MAXNUMY) + 1 | |
| 345 | AVG = [0 for i in self.dataOut.channelList] |
|
348 | AVG = [0 for i in self.dataOut.channelList] | |
| 346 | for i in self.dataOut.channelList: |
|
349 | for i in self.dataOut.channelList: | |
| 347 | AVG[i] = avgdB[i][::dy].tolist() |
|
350 | AVG[i] = avgdB[i][::dy].tolist() | |
| 348 | payload = { |
|
351 | payload = { | |
| 349 | 'timestamp': self.dataOut.utctime, |
|
352 | 'timestamp': self.dataOut.utctime, | |
| 350 | 'data': roundFloats(AVG), |
|
353 | 'data': roundFloats(AVG), | |
| 351 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], |
|
354 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], | |
| 352 | 'interval': self.dataOut.getTimeInterval(), |
|
355 | 'interval': self.dataOut.getTimeInterval(), | |
| 353 | 'type': self.plottype, |
|
356 | 'type': self.plottype, | |
| 354 | 'yData': yData |
|
357 | 'yData': yData | |
| 355 | } |
|
358 | } | |
| 356 | elif self.plottype == 'noise': |
|
359 | elif self.plottype == 'noise': | |
| 357 | noise = self.dataOut.getNoise()/self.dataOut.normFactor |
|
360 | noise = self.dataOut.getNoise()/self.dataOut.normFactor | |
| 358 | noisedB = 10*numpy.log10(noise) |
|
361 | noisedB = 10*numpy.log10(noise) | |
| 359 | payload = { |
|
362 | payload = { | |
| 360 | 'timestamp': self.dataOut.utctime, |
|
363 | 'timestamp': self.dataOut.utctime, | |
| 361 | 'data': roundFloats(noisedB.reshape(-1, 1).tolist()), |
|
364 | 'data': roundFloats(noisedB.reshape(-1, 1).tolist()), | |
| 362 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], |
|
365 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], | |
| 363 | 'interval': self.dataOut.getTimeInterval(), |
|
366 | 'interval': self.dataOut.getTimeInterval(), | |
| 364 | 'type': self.plottype, |
|
367 | 'type': self.plottype, | |
| 365 | 'yData': yData |
|
368 | 'yData': yData | |
| 366 | } |
|
369 | } | |
| 367 | elif self.plottype == 'snr': |
|
370 | elif self.plottype == 'snr': | |
| 368 | data = getattr(self.dataOut, 'data_SNR') |
|
371 | data = getattr(self.dataOut, 'data_SNR') | |
| 369 | avgdB = 10*numpy.log10(data) |
|
372 | avgdB = 10*numpy.log10(data) | |
| 370 |
|
373 | |||
| 371 | ylen = data[0].size |
|
374 | ylen = data[0].size | |
| 372 | dy = numpy.floor(ylen/self.__MAXNUMY) + 1 |
|
375 | dy = numpy.floor(ylen/self.__MAXNUMY) + 1 | |
| 373 | AVG = [0 for i in self.dataOut.channelList] |
|
376 | AVG = [0 for i in self.dataOut.channelList] | |
| 374 | for i in self.dataOut.channelList: |
|
377 | for i in self.dataOut.channelList: | |
| 375 | AVG[i] = avgdB[i][::dy].tolist() |
|
378 | AVG[i] = avgdB[i][::dy].tolist() | |
| 376 | payload = { |
|
379 | payload = { | |
| 377 | 'timestamp': self.dataOut.utctime, |
|
380 | 'timestamp': self.dataOut.utctime, | |
| 378 | 'data': roundFloats(AVG), |
|
381 | 'data': roundFloats(AVG), | |
| 379 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], |
|
382 | 'channels': ['Ch %s' % ch for ch in self.dataOut.channelList], | |
| 380 | 'type': self.plottype, |
|
383 | 'type': self.plottype, | |
| 381 | 'yData': yData |
|
384 | 'yData': yData | |
| 382 | } |
|
385 | } | |
| 383 | else: |
|
386 | else: | |
| 384 | print "Tipo de grafico invalido" |
|
387 | print "Tipo de grafico invalido" | |
| 385 | payload = { |
|
388 | payload = { | |
| 386 | 'data': 'None', |
|
389 | 'data': 'None', | |
| 387 | 'timestamp': 'None', |
|
390 | 'timestamp': 'None', | |
| 388 | 'type': None |
|
391 | 'type': None | |
| 389 | } |
|
392 | } | |
| 390 |
|
393 | |||
| 391 | self.client.publish(self.topic + self.plottype, json.dumps(payload), qos=0) |
|
394 | self.client.publish(self.topic + self.plottype, json.dumps(payload), qos=0) | |
| 392 |
|
395 | |||
| 393 | if self.zeromq is 1: |
|
396 | if self.zeromq is 1: | |
| 394 | if self.verbose: |
|
397 | if self.verbose: | |
| 395 | log.log( |
|
398 | log.log( | |
| 396 | '{} - {}'.format(self.dataOut.type, self.dataOut.datatime), |
|
399 | '{} - {}'.format(self.dataOut.type, self.dataOut.datatime), | |
| 397 | 'Sending' |
|
400 | 'Sending' | |
| 398 | ) |
|
401 | ) | |
| 399 | self.zmq_socket.send_pyobj(self.dataOut) |
|
402 | self.zmq_socket.send_pyobj(self.dataOut) | |
| 400 |
|
403 | |||
| 401 | def run(self, dataOut, **kwargs): |
|
404 | def run(self, dataOut, **kwargs): | |
| 402 | self.dataOut = dataOut |
|
405 | self.dataOut = dataOut | |
| 403 | if not self.isConfig: |
|
406 | if not self.isConfig: | |
| 404 | self.setup(**kwargs) |
|
407 | self.setup(**kwargs) | |
| 405 | self.isConfig = True |
|
408 | self.isConfig = True | |
| 406 |
|
409 | |||
| 407 | self.publish_data() |
|
410 | self.publish_data() | |
| 408 | time.sleep(self.delay) |
|
411 | time.sleep(self.delay) | |
| 409 |
|
412 | |||
| 410 | def close(self): |
|
413 | def close(self): | |
| 411 | if self.zeromq is 1: |
|
414 | if self.zeromq is 1: | |
| 412 | self.dataOut.finished = True |
|
415 | self.dataOut.finished = True | |
| 413 | self.zmq_socket.send_pyobj(self.dataOut) |
|
416 | self.zmq_socket.send_pyobj(self.dataOut) | |
| 414 | time.sleep(0.1) |
|
417 | time.sleep(0.1) | |
| 415 | self.zmq_socket.close() |
|
418 | self.zmq_socket.close() | |
| 416 | if self.client: |
|
419 | if self.client: | |
| 417 | self.client.loop_stop() |
|
420 | self.client.loop_stop() | |
| 418 | self.client.disconnect() |
|
421 | self.client.disconnect() | |
| 419 |
|
422 | |||
| 420 |
|
423 | |||
| 421 | class ReceiverData(ProcessingUnit): |
|
424 | class ReceiverData(ProcessingUnit): | |
| 422 |
|
425 | |||
| 423 | def __init__(self, **kwargs): |
|
426 | def __init__(self, **kwargs): | |
| 424 |
|
427 | |||
| 425 | ProcessingUnit.__init__(self, **kwargs) |
|
428 | ProcessingUnit.__init__(self, **kwargs) | |
| 426 |
|
429 | |||
| 427 | self.isConfig = False |
|
430 | self.isConfig = False | |
| 428 | server = kwargs.get('server', 'zmq.pipe') |
|
431 | server = kwargs.get('server', 'zmq.pipe') | |
| 429 | if 'tcp://' in server: |
|
432 | if 'tcp://' in server: | |
| 430 | address = server |
|
433 | address = server | |
| 431 | else: |
|
434 | else: | |
| 432 | address = 'ipc:///tmp/%s' % server |
|
435 | address = 'ipc:///tmp/%s' % server | |
| 433 |
|
436 | |||
| 434 | self.address = address |
|
437 | self.address = address | |
| 435 | self.dataOut = JROData() |
|
438 | self.dataOut = JROData() | |
| 436 |
|
439 | |||
| 437 | def setup(self): |
|
440 | def setup(self): | |
| 438 |
|
441 | |||
| 439 | self.context = zmq.Context() |
|
442 | self.context = zmq.Context() | |
| 440 | self.receiver = self.context.socket(zmq.PULL) |
|
443 | self.receiver = self.context.socket(zmq.PULL) | |
| 441 | self.receiver.bind(self.address) |
|
444 | self.receiver.bind(self.address) | |
| 442 | time.sleep(0.5) |
|
445 | time.sleep(0.5) | |
| 443 | log.success('ReceiverData from {}'.format(self.address)) |
|
446 | log.success('ReceiverData from {}'.format(self.address)) | |
| 444 |
|
447 | |||
| 445 |
|
448 | |||
| 446 | def run(self): |
|
449 | def run(self): | |
| 447 |
|
450 | |||
| 448 | if not self.isConfig: |
|
451 | if not self.isConfig: | |
| 449 | self.setup() |
|
452 | self.setup() | |
| 450 | self.isConfig = True |
|
453 | self.isConfig = True | |
| 451 |
|
454 | |||
| 452 | self.dataOut = self.receiver.recv_pyobj() |
|
455 | self.dataOut = self.receiver.recv_pyobj() | |
| 453 | log.log('{} - {}'.format(self.dataOut.type, |
|
456 | log.log('{} - {}'.format(self.dataOut.type, | |
| 454 | self.dataOut.datatime.ctime(),), |
|
457 | self.dataOut.datatime.ctime(),), | |
| 455 | 'Receiving') |
|
458 | 'Receiving') | |
| 456 |
|
459 | |||
| 457 |
|
460 | |||
| 458 | class PlotterReceiver(ProcessingUnit, Process): |
|
461 | class PlotterReceiver(ProcessingUnit, Process): | |
| 459 |
|
462 | |||
| 460 | throttle_value = 5 |
|
463 | throttle_value = 5 | |
| 461 |
|
464 | |||
| 462 | def __init__(self, **kwargs): |
|
465 | def __init__(self, **kwargs): | |
| 463 |
|
466 | |||
| 464 | ProcessingUnit.__init__(self, **kwargs) |
|
467 | ProcessingUnit.__init__(self, **kwargs) | |
| 465 | Process.__init__(self) |
|
468 | Process.__init__(self) | |
| 466 | self.mp = False |
|
469 | self.mp = False | |
| 467 | self.isConfig = False |
|
470 | self.isConfig = False | |
| 468 | self.isWebConfig = False |
|
471 | self.isWebConfig = False | |
| 469 | self.connections = 0 |
|
472 | self.connections = 0 | |
| 470 | server = kwargs.get('server', 'zmq.pipe') |
|
473 | server = kwargs.get('server', 'zmq.pipe') | |
| 471 | plot_server = kwargs.get('plot_server', 'zmq.web') |
|
474 | plot_server = kwargs.get('plot_server', 'zmq.web') | |
| 472 | if 'tcp://' in server: |
|
475 | if 'tcp://' in server: | |
| 473 | address = server |
|
476 | address = server | |
| 474 | else: |
|
477 | else: | |
| 475 | address = 'ipc:///tmp/%s' % server |
|
478 | address = 'ipc:///tmp/%s' % server | |
| 476 |
|
479 | |||
| 477 | if 'tcp://' in plot_server: |
|
480 | if 'tcp://' in plot_server: | |
| 478 | plot_address = plot_server |
|
481 | plot_address = plot_server | |
| 479 | else: |
|
482 | else: | |
| 480 | plot_address = 'ipc:///tmp/%s' % plot_server |
|
483 | plot_address = 'ipc:///tmp/%s' % plot_server | |
| 481 |
|
484 | |||
| 482 | self.address = address |
|
485 | self.address = address | |
| 483 | self.plot_address = plot_address |
|
486 | self.plot_address = plot_address | |
| 484 | self.plottypes = [s.strip() for s in kwargs.get('plottypes', 'rti').split(',')] |
|
487 | self.plottypes = [s.strip() for s in kwargs.get('plottypes', 'rti').split(',')] | |
| 485 | self.realtime = kwargs.get('realtime', False) |
|
488 | self.realtime = kwargs.get('realtime', False) | |
| 486 | self.throttle_value = kwargs.get('throttle', 5) |
|
489 | self.throttle_value = kwargs.get('throttle', 5) | |
| 487 | self.sendData = self.initThrottle(self.throttle_value) |
|
490 | self.sendData = self.initThrottle(self.throttle_value) | |
| 488 | self.dates = [] |
|
491 | self.dates = [] | |
| 489 | self.setup() |
|
492 | self.setup() | |
| 490 |
|
493 | |||
| 491 | def setup(self): |
|
494 | def setup(self): | |
| 492 |
|
495 | |||
| 493 | self.data = Data(self.plottypes, self.throttle_value) |
|
496 | self.data = Data(self.plottypes, self.throttle_value) | |
| 494 | self.isConfig = True |
|
497 | self.isConfig = True | |
| 495 |
|
498 | |||
| 496 | def event_monitor(self, monitor): |
|
499 | def event_monitor(self, monitor): | |
| 497 |
|
500 | |||
| 498 | events = {} |
|
501 | events = {} | |
| 499 |
|
502 | |||
| 500 | for name in dir(zmq): |
|
503 | for name in dir(zmq): | |
| 501 | if name.startswith('EVENT_'): |
|
504 | if name.startswith('EVENT_'): | |
| 502 | value = getattr(zmq, name) |
|
505 | value = getattr(zmq, name) | |
| 503 | events[value] = name |
|
506 | events[value] = name | |
| 504 |
|
507 | |||
| 505 | while monitor.poll(): |
|
508 | while monitor.poll(): | |
| 506 | evt = recv_monitor_message(monitor) |
|
509 | evt = recv_monitor_message(monitor) | |
| 507 | if evt['event'] == 32: |
|
510 | if evt['event'] == 32: | |
| 508 | self.connections += 1 |
|
511 | self.connections += 1 | |
| 509 | if evt['event'] == 512: |
|
512 | if evt['event'] == 512: | |
| 510 | pass |
|
513 | pass | |
| 511 |
|
514 | |||
| 512 | evt.update({'description': events[evt['event']]}) |
|
515 | evt.update({'description': events[evt['event']]}) | |
| 513 |
|
516 | |||
| 514 | if evt['event'] == zmq.EVENT_MONITOR_STOPPED: |
|
517 | if evt['event'] == zmq.EVENT_MONITOR_STOPPED: | |
| 515 | break |
|
518 | break | |
| 516 | monitor.close() |
|
519 | monitor.close() | |
| 517 | print('event monitor thread done!') |
|
520 | print('event monitor thread done!') | |
| 518 |
|
521 | |||
| 519 | def initThrottle(self, throttle_value): |
|
522 | def initThrottle(self, throttle_value): | |
| 520 |
|
523 | |||
| 521 | @throttle(seconds=throttle_value) |
|
524 | @throttle(seconds=throttle_value) | |
| 522 | def sendDataThrottled(fn_sender, data): |
|
525 | def sendDataThrottled(fn_sender, data): | |
| 523 | fn_sender(data) |
|
526 | fn_sender(data) | |
| 524 |
|
527 | |||
| 525 | return sendDataThrottled |
|
528 | return sendDataThrottled | |
| 526 |
|
529 | |||
| 527 | def send(self, data): |
|
530 | def send(self, data): | |
| 528 | log.success('Sending {}'.format(data), self.name) |
|
531 | log.success('Sending {}'.format(data), self.name) | |
| 529 | self.sender.send_pyobj(data) |
|
532 | self.sender.send_pyobj(data) | |
| 530 |
|
533 | |||
| 531 | def run(self): |
|
534 | def run(self): | |
| 532 |
|
535 | |||
| 533 | log.success( |
|
536 | log.success( | |
| 534 | 'Starting from {}'.format(self.address), |
|
537 | 'Starting from {}'.format(self.address), | |
| 535 | self.name |
|
538 | self.name | |
| 536 | ) |
|
539 | ) | |
| 537 |
|
540 | |||
| 538 | self.context = zmq.Context() |
|
541 | self.context = zmq.Context() | |
| 539 | self.receiver = self.context.socket(zmq.PULL) |
|
542 | self.receiver = self.context.socket(zmq.PULL) | |
| 540 | self.receiver.bind(self.address) |
|
543 | self.receiver.bind(self.address) | |
| 541 | monitor = self.receiver.get_monitor_socket() |
|
544 | monitor = self.receiver.get_monitor_socket() | |
| 542 | self.sender = self.context.socket(zmq.PUB) |
|
545 | self.sender = self.context.socket(zmq.PUB) | |
| 543 | if self.realtime: |
|
546 | if self.realtime: | |
| 544 | self.sender_web = self.context.socket(zmq.PUB) |
|
547 | self.sender_web = self.context.socket(zmq.PUB) | |
| 545 | self.sender_web.connect(self.plot_address) |
|
548 | self.sender_web.connect(self.plot_address) | |
| 546 | time.sleep(1) |
|
549 | time.sleep(1) | |
| 547 |
|
550 | |||
| 548 | if 'server' in self.kwargs: |
|
551 | if 'server' in self.kwargs: | |
| 549 | self.sender.bind("ipc:///tmp/{}.plots".format(self.kwargs['server'])) |
|
552 | self.sender.bind("ipc:///tmp/{}.plots".format(self.kwargs['server'])) | |
| 550 | else: |
|
553 | else: | |
| 551 | self.sender.bind("ipc:///tmp/zmq.plots") |
|
554 | self.sender.bind("ipc:///tmp/zmq.plots") | |
| 552 |
|
555 | |||
| 553 | time.sleep(2) |
|
556 | time.sleep(2) | |
| 554 |
|
557 | |||
| 555 | t = Thread(target=self.event_monitor, args=(monitor,)) |
|
558 | t = Thread(target=self.event_monitor, args=(monitor,)) | |
| 556 | t.start() |
|
559 | t.start() | |
| 557 |
|
560 | |||
| 558 | while True: |
|
561 | while True: | |
| 559 | dataOut = self.receiver.recv_pyobj() |
|
562 | dataOut = self.receiver.recv_pyobj() | |
| 560 | dt = datetime.datetime.fromtimestamp(dataOut.utctime).date() |
|
563 | dt = datetime.datetime.fromtimestamp(dataOut.utctime).date() | |
| 561 | sended = False |
|
564 | sended = False | |
| 562 | if dt not in self.dates: |
|
565 | if dt not in self.dates: | |
| 563 | if self.data: |
|
566 | if self.data: | |
| 564 | self.data.ended = True |
|
567 | self.data.ended = True | |
| 565 | self.send(self.data) |
|
568 | self.send(self.data) | |
| 566 | sended = True |
|
569 | sended = True | |
| 567 | self.data.setup() |
|
570 | self.data.setup() | |
| 568 | self.dates.append(dt) |
|
571 | self.dates.append(dt) | |
| 569 |
|
572 | |||
| 570 | self.data.update(dataOut) |
|
573 | self.data.update(dataOut) | |
| 571 |
|
574 | |||
| 572 | if dataOut.finished is True: |
|
575 | if dataOut.finished is True: | |
| 573 | self.connections -= 1 |
|
576 | self.connections -= 1 | |
| 574 | if self.connections == 0 and dt in self.dates: |
|
577 | if self.connections == 0 and dt in self.dates: | |
| 575 | self.data.ended = True |
|
578 | self.data.ended = True | |
| 576 | self.send(self.data) |
|
579 | self.send(self.data) | |
| 577 | self.data.setup() |
|
580 | self.data.setup() | |
| 578 | else: |
|
581 | else: | |
| 579 | if self.realtime: |
|
582 | if self.realtime: | |
| 580 | self.send(self.data) |
|
583 | self.send(self.data) | |
| 581 | # self.sender_web.send_string(self.data.jsonify()) |
|
584 | # self.sender_web.send_string(self.data.jsonify()) | |
| 582 | else: |
|
585 | else: | |
| 583 | if not sended: |
|
586 | if not sended: | |
| 584 | self.sendData(self.send, self.data) |
|
587 | self.sendData(self.send, self.data) | |
| 585 |
|
588 | |||
| 586 | return |
|
589 | return | |
| 587 |
|
590 | |||
| 588 | def sendToWeb(self): |
|
591 | def sendToWeb(self): | |
| 589 |
|
592 | |||
| 590 | if not self.isWebConfig: |
|
593 | if not self.isWebConfig: | |
| 591 | context = zmq.Context() |
|
594 | context = zmq.Context() | |
| 592 | sender_web_config = context.socket(zmq.PUB) |
|
595 | sender_web_config = context.socket(zmq.PUB) | |
| 593 | if 'tcp://' in self.plot_address: |
|
596 | if 'tcp://' in self.plot_address: | |
| 594 | dum, address, port = self.plot_address.split(':') |
|
597 | dum, address, port = self.plot_address.split(':') | |
| 595 | conf_address = '{}:{}:{}'.format(dum, address, int(port)+1) |
|
598 | conf_address = '{}:{}:{}'.format(dum, address, int(port)+1) | |
| 596 | else: |
|
599 | else: | |
| 597 | conf_address = self.plot_address + '.config' |
|
600 | conf_address = self.plot_address + '.config' | |
| 598 | sender_web_config.bind(conf_address) |
|
601 | sender_web_config.bind(conf_address) | |
| 599 | time.sleep(1) |
|
602 | time.sleep(1) | |
| 600 | for kwargs in self.operationKwargs.values(): |
|
603 | for kwargs in self.operationKwargs.values(): | |
| 601 | if 'plot' in kwargs: |
|
604 | if 'plot' in kwargs: | |
| 602 | log.success('[Sending] Config data to web for {}'.format(kwargs['code'].upper())) |
|
605 | log.success('[Sending] Config data to web for {}'.format(kwargs['code'].upper())) | |
| 603 | sender_web_config.send_string(json.dumps(kwargs)) |
|
606 | sender_web_config.send_string(json.dumps(kwargs)) | |
| 604 | self.isWebConfig = True No newline at end of file |
|
607 | self.isWebConfig = True | |
| 1 | NO CONTENT: file was removed |
|
NO CONTENT: file was removed |
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