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gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
plot_depth_histogram
def plot_depth_histogram( catalogue, bin_width, normalisation=False, bootstrap=None, filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): """ Creates a histogram of the depths in the catalogue :param catalogue: Earthquake catalogue as instance of :class: ...
python
def plot_depth_histogram( catalogue, bin_width, normalisation=False, bootstrap=None, filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): if ax is None: fig, ax = plt.subplots(figsize=figure_size) else: fig = ax.get_figure() if len(catalogue...
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Creates a histogram of the depths in the catalogue :param catalogue: Earthquake catalogue as instance of :class: openquake.hmtk.seismicity.catalogue.Catalogue :param float bin_width: Width of the histogram for the depth bins :param bool normalisation: Normalise the histogram...
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train
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gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
plot_magnitude_depth_density
def plot_magnitude_depth_density( catalogue, mag_int, depth_int, logscale=False, normalisation=False, bootstrap=None, filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): """ Creates a density plot of the magnitude and depth distribution :param catalogue: Ea...
python
def plot_magnitude_depth_density( catalogue, mag_int, depth_int, logscale=False, normalisation=False, bootstrap=None, filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): if len(catalogue.data['depth']) == 0: raise ValueError('No depths reported in catalogue!'...
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Creates a density plot of the magnitude and depth distribution :param catalogue: Earthquake catalogue as instance of :class: openquake.hmtk.seismicity.catalogue.Catalogue :param float mag_int: Width of the histogram for the magnitude bins :param float depth_int: Width of the...
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gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
plot_magnitude_time_scatter
def plot_magnitude_time_scatter( catalogue, plot_error=False, fmt_string='o', filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): """ Creates a simple scatter plot of magnitude with time :param catalogue: Earthquake catalogue as instance of :class: openquak...
python
def plot_magnitude_time_scatter( catalogue, plot_error=False, fmt_string='o', filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): if ax is None: fig, ax = plt.subplots(figsize=figure_size) else: fig = ax.get_figure() dtime = catalogue.get_decimal_time(...
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Creates a simple scatter plot of magnitude with time :param catalogue: Earthquake catalogue as instance of :class: openquake.hmtk.seismicity.catalogue.Catalogue :param bool plot_error: Choose to plot error bars (True) or not (False) :param str fmt_string: Symbology of plot
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gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
plot_magnitude_time_density
def plot_magnitude_time_density( catalogue, mag_int, time_int, completeness=None, normalisation=False, logscale=True, bootstrap=None, xlim=[], ylim=[], filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): """ Creates a plot of magnitude-time density :param catalogue...
python
def plot_magnitude_time_density( catalogue, mag_int, time_int, completeness=None, normalisation=False, logscale=True, bootstrap=None, xlim=[], ylim=[], filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): if ax is None: fig, ax = plt.subplots(figsize=figure_size...
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Creates a plot of magnitude-time density :param catalogue: Earthquake catalogue as instance of :class: openquake.hmtk.seismicity.catalogue.Catalogue :param float mag_int: Width of the histogram for the magnitude bins :param float time_int: Width of the histogram for the time...
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hmtk/plotting/seismicity/catalogue_plots.py#L261-L342
gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
_plot_completeness
def _plot_completeness(ax, comw, start_time, end_time): ''' Adds completeness intervals to a plot ''' comw = np.array(comw) comp = np.column_stack([np.hstack([end_time, comw[:, 0], start_time]), np.hstack([comw[0, 1], comw[:, 1], comw[-1, 1]])]) ax.step(comp[:-1, 0], ...
python
def _plot_completeness(ax, comw, start_time, end_time): comw = np.array(comw) comp = np.column_stack([np.hstack([end_time, comw[:, 0], start_time]), np.hstack([comw[0, 1], comw[:, 1], comw[-1, 1]])]) ax.step(comp[:-1, 0], comp[1:, 1], linestyle='-', where="post",...
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Adds completeness intervals to a plot
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gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
get_completeness_adjusted_table
def get_completeness_adjusted_table(catalogue, completeness, dmag, offset=1.0E-5, end_year=None, plot=False, figure_size=(8, 6), filename=None, filetype='png', dpi=300, ax=None): """ Counts the number of ...
python
def get_completeness_adjusted_table(catalogue, completeness, dmag, offset=1.0E-5, end_year=None, plot=False, figure_size=(8, 6), filename=None, filetype='png', dpi=300, ax=None): if not end_year: ...
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Counts the number of earthquakes in each magnitude bin and normalises the rate to annual rates, taking into account the completeness
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hmtk/plotting/seismicity/catalogue_plots.py#L356-L417
gem/oq-engine
openquake/hmtk/plotting/seismicity/catalogue_plots.py
plot_observed_recurrence
def plot_observed_recurrence( catalogue, completeness, dmag, end_year=None, filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): """ Plots the observed recurrence taking into account the completeness """ # Get completeness adjusted recurrence table if isinstance(comp...
python
def plot_observed_recurrence( catalogue, completeness, dmag, end_year=None, filename=None, figure_size=(8, 6), filetype='png', dpi=300, ax=None): if isinstance(completeness, float): completeness = np.array([[np.min(catalogue.data['year']), ...
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Plots the observed recurrence taking into account the completeness
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train
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gem/oq-engine
openquake/hmtk/strain/geodetic_strain.py
GeodeticStrain.get_secondary_strain_data
def get_secondary_strain_data(self, strain_data=None): ''' Calculate the following and add to data dictionary: 1) 2nd invarient of strain 2) Dilatation rate 3) e1h and e2h 4) err :param dict strain_data: Strain data dictionary (as described) - will ov...
python
def get_secondary_strain_data(self, strain_data=None): if strain_data: self.data = strain_data if not isinstance(self.data, dict): raise ValueError('Strain data not input or incorrectly formatted') for essential_key in DATA_VARIABLES: if es...
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Calculate the following and add to data dictionary: 1) 2nd invarient of strain 2) Dilatation rate 3) e1h and e2h 4) err :param dict strain_data: Strain data dictionary (as described) - will overwrite current data if input
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gem/oq-engine
openquake/hmtk/strain/geodetic_strain.py
GeodeticStrain.get_number_observations
def get_number_observations(self): ''' Returns the number of observations in the data file ''' if isinstance(self.data, dict) and ('exx' in self.data.keys()): return len(self.data['exx']) else: return 0
python
def get_number_observations(self): if isinstance(self.data, dict) and ('exx' in self.data.keys()): return len(self.data['exx']) else: return 0
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gem/oq-engine
openquake/commands/plot_lc.py
plot_lc
def plot_lc(calc_id, aid=None): """ Plot loss curves given a calculation id and an asset ordinal. """ # read the hazard data dstore = util.read(calc_id) dset = dstore['agg_curves-rlzs'] if aid is None: # plot the global curves plt = make_figure(dset.attrs['return_periods'], dset.val...
python
def plot_lc(calc_id, aid=None): dstore = util.read(calc_id) dset = dstore['agg_curves-rlzs'] if aid is None: plt = make_figure(dset.attrs['return_periods'], dset.value) else: sys.exit('Not implemented yet') plt.show()
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gem/oq-engine
openquake/hazardlib/gsim/nshmp_2014.py
nga_west2_epistemic_adjustment
def nga_west2_epistemic_adjustment(magnitude, distance): """ Applies the "average" adjustment factor for epistemic uncertainty as defined in Table 17 of Petersen et al., (2014):: | R < 10. | 10.0 <= R < 30.0 | R >= 30.0 -----------------------------------------------------------...
python
def nga_west2_epistemic_adjustment(magnitude, distance): if magnitude < 6.0: adjustment = 0.22 * np.ones_like(distance) adjustment[distance < 10.0] = 0.37 elif magnitude >= 7.0: adjustment = 0.36 * np.ones_like(distance) adjustment[distance < 10.0] = 0.40 adjustment[...
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Applies the "average" adjustment factor for epistemic uncertainty as defined in Table 17 of Petersen et al., (2014):: | R < 10. | 10.0 <= R < 30.0 | R >= 30.0 ----------------------------------------------------------- M < 6.0 | 0.37 | 0.22 | 0.22 6...
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gem/oq-engine
openquake/hazardlib/gsim/nshmp_2014.py
get_weighted_poes
def get_weighted_poes(gsim, sctx, rctx, dctx, imt, imls, truncation_level, weighting=DEFAULT_WEIGHTING): """ This function implements the NGA West 2 GMPE epistemic uncertainty adjustment factor without re-calculating the actual GMPE each time. :param gsim: Instance of the ...
python
def get_weighted_poes(gsim, sctx, rctx, dctx, imt, imls, truncation_level, weighting=DEFAULT_WEIGHTING): if truncation_level is not None and truncation_level < 0: raise ValueError('truncation level must be zero, positive number ' 'or None') gsim._check...
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This function implements the NGA West 2 GMPE epistemic uncertainty adjustment factor without re-calculating the actual GMPE each time. :param gsim: Instance of the GMPE :param list weighting: Weightings as a list of tuples of (weight, number standard deviations of the epistemic unce...
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gem/oq-engine
openquake/hazardlib/gsim/nshmp_2014.py
AtkinsonMacias2009NSHMP2014.get_mean_and_stddevs
def get_mean_and_stddevs(self, sctx, rctx, dctx, imt, stddev_types): """ See :meth:`superclass method <.base.GroundShakingIntensityModel.get_mean_and_stddevs>` for spec of input and result values. """ # Get original mean and standard deviations mean, stddevs = sup...
python
def get_mean_and_stddevs(self, sctx, rctx, dctx, imt, stddev_types): mean, stddevs = super().get_mean_and_stddevs( sctx, rctx, dctx, imt, stddev_types) cff = SInterCan15Mid.SITE_COEFFS[imt] mean += np.log(cff['mf']) return mean, stddevs
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gem/oq-engine
openquake/hazardlib/gsim/nshmp_2014.py
AbrahamsonEtAl2014NSHMPUpper.get_mean_and_stddevs
def get_mean_and_stddevs(self, sctx, rctx, dctx, imt, stddev_types): """ See :meth:`superclass method <.base.GroundShakingIntensityModel.get_mean_and_stddevs>` for spec of input and result values. """ # Get original mean and standard deviations mean, stddevs = sup...
python
def get_mean_and_stddevs(self, sctx, rctx, dctx, imt, stddev_types): mean, stddevs = super().get_mean_and_stddevs( sctx, rctx, dctx, imt, stddev_types) return mean + nga_west2_epistemic_adjustment(rctx.mag, dctx.rrup),\ stddevs
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gem/oq-engine
openquake/hazardlib/gsim/nshmp_2014.py
AbrahamsonEtAl2014NSHMPMean.get_poes
def get_poes(self, sctx, rctx, dctx, imt, imls, truncation_level): """ Adapts the original `get_poes()` from the :class: openquake.hazardlib.gsim.base.GMPE to call a function that take the weighted sum of the PoEs from the epistemic uncertainty adjustment """ return get_w...
python
def get_poes(self, sctx, rctx, dctx, imt, imls, truncation_level): return get_weighted_poes(self, sctx, rctx, dctx, imt, imls, truncation_level)
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gem/oq-engine
openquake/commonlib/shapefileparser.py
register_fields
def register_fields(w): """ Register shapefile fields. """ PARAMS_LIST = [BASE_PARAMS, GEOMETRY_PARAMS, MFD_PARAMS] for PARAMS in PARAMS_LIST: for _, param, dtype in PARAMS: w.field(param, fieldType=dtype, size=FIELD_SIZE) PARAMS_LIST = [ RATE_PARAMS, STRIKE_PARAMS, ...
python
def register_fields(w): PARAMS_LIST = [BASE_PARAMS, GEOMETRY_PARAMS, MFD_PARAMS] for PARAMS in PARAMS_LIST: for _, param, dtype in PARAMS: w.field(param, fieldType=dtype, size=FIELD_SIZE) PARAMS_LIST = [ RATE_PARAMS, STRIKE_PARAMS, DIP_PARAMS, RAKE_PARAMS, NPW_PARAMS, ...
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Register shapefile fields.
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gem/oq-engine
openquake/commonlib/shapefileparser.py
expand_src_param
def expand_src_param(values, shp_params): """ Expand hazardlib source attribute (defined through list of values) into dictionary of shapefile parameters. """ if values is None: return dict([(key, None) for key, _ in shp_params]) else: num_values = len(values) return dict(...
python
def expand_src_param(values, shp_params): if values is None: return dict([(key, None) for key, _ in shp_params]) else: num_values = len(values) return dict( [(key, float(values[i]) if i < num_values else None) for i, (key, _) in enumerate(shp_params)])
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Expand hazardlib source attribute (defined through list of values) into dictionary of shapefile parameters.
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L106-L117
gem/oq-engine
openquake/commonlib/shapefileparser.py
extract_source_params
def extract_source_params(src): """ Extract params from source object. """ tags = get_taglist(src) data = [] for key, param, vtype in BASE_PARAMS: if key in src.attrib: if vtype == "c": data.append((param, src.attrib[key])) elif vtype == "f": ...
python
def extract_source_params(src): tags = get_taglist(src) data = [] for key, param, vtype in BASE_PARAMS: if key in src.attrib: if vtype == "c": data.append((param, src.attrib[key])) elif vtype == "f": data.append((param, float(src.attrib[ke...
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Extract params from source object.
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L120-L143
gem/oq-engine
openquake/commonlib/shapefileparser.py
parse_complex_fault_geometry
def parse_complex_fault_geometry(node): """ Parses a complex fault geometry node returning both the attributes and parameters in a dictionary """ assert "complexFaultGeometry" in node.tag # Get general attributes geometry = {"intermediateEdges": []} for subnode in node: crds = su...
python
def parse_complex_fault_geometry(node): assert "complexFaultGeometry" in node.tag geometry = {"intermediateEdges": []} for subnode in node: crds = subnode.nodes[0].nodes[0].text if "faultTopEdge" in subnode.tag: geometry["faultTopEdge"] = numpy.array( [[...
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Parses a complex fault geometry node returning both the attributes and parameters in a dictionary
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L201-L231
gem/oq-engine
openquake/commonlib/shapefileparser.py
parse_planar_fault_geometry
def parse_planar_fault_geometry(node): """ Parses a planar fault geometry node returning both the attributes and parameters in a dictionary """ assert "planarSurface" in node.tag geometry = {"strike": node.attrib["strike"], "dip": node.attrib["dip"]} upper_depth = numpy.inf ...
python
def parse_planar_fault_geometry(node): assert "planarSurface" in node.tag geometry = {"strike": node.attrib["strike"], "dip": node.attrib["dip"]} upper_depth = numpy.inf lower_depth = 0.0 tags = get_taglist(node) corner_points = [] for locn in ["topLeft", "topRight", "bo...
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Parses a planar fault geometry node returning both the attributes and parameters in a dictionary
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L234-L256
gem/oq-engine
openquake/commonlib/shapefileparser.py
extract_mfd_params
def extract_mfd_params(src): """ Extracts the MFD parameters from an object """ tags = get_taglist(src) if "incrementalMFD" in tags: mfd_node = src.nodes[tags.index("incrementalMFD")] elif "truncGutenbergRichterMFD" in tags: mfd_node = src.nodes[tags.index("truncGutenbergRichterM...
python
def extract_mfd_params(src): tags = get_taglist(src) if "incrementalMFD" in tags: mfd_node = src.nodes[tags.index("incrementalMFD")] elif "truncGutenbergRichterMFD" in tags: mfd_node = src.nodes[tags.index("truncGutenbergRichterMFD")] elif "arbitraryMFD" in tags: mfd_node = ...
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Extracts the MFD parameters from an object
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L322-L359
gem/oq-engine
openquake/commonlib/shapefileparser.py
extract_source_hypocentral_depths
def extract_source_hypocentral_depths(src): """ Extract source hypocentral depths. """ if "pointSource" not in src.tag and "areaSource" not in src.tag: hds = dict([(key, None) for key, _ in HDEPTH_PARAMS]) hdsw = dict([(key, None) for key, _ in HDW_PARAMS]) return hds, hdsw ...
python
def extract_source_hypocentral_depths(src): if "pointSource" not in src.tag and "areaSource" not in src.tag: hds = dict([(key, None) for key, _ in HDEPTH_PARAMS]) hdsw = dict([(key, None) for key, _ in HDW_PARAMS]) return hds, hdsw tags = get_taglist(src) hdd_nodeset = src.node...
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Extract source hypocentral depths.
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L397-L425
gem/oq-engine
openquake/commonlib/shapefileparser.py
extract_source_planes_strikes_dips
def extract_source_planes_strikes_dips(src): """ Extract strike and dip angles for source defined by multiple planes. """ if "characteristicFaultSource" not in src.tag: strikes = dict([(key, None) for key, _ in PLANES_STRIKES_PARAM]) dips = dict([(key, None) for key, _ in PLANES_DIPS_PAR...
python
def extract_source_planes_strikes_dips(src): if "characteristicFaultSource" not in src.tag: strikes = dict([(key, None) for key, _ in PLANES_STRIKES_PARAM]) dips = dict([(key, None) for key, _ in PLANES_DIPS_PARAM]) return strikes, dips tags = get_taglist(src) surface_set = src....
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Extract strike and dip angles for source defined by multiple planes.
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L428-L456
gem/oq-engine
openquake/commonlib/shapefileparser.py
set_params
def set_params(w, src): """ Set source parameters. """ params = extract_source_params(src) # this is done because for characteristic sources geometry is in # 'surface' attribute params.update(extract_geometry_params(src)) mfd_pars, rate_pars = extract_mfd_params(src) params.update(m...
python
def set_params(w, src): params = extract_source_params(src) params.update(extract_geometry_params(src)) mfd_pars, rate_pars = extract_mfd_params(src) params.update(mfd_pars) params.update(rate_pars) strikes, dips, rakes, np_weights = extract_source_nodal_planes(src) params.u...
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Set source parameters.
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L459-L486
gem/oq-engine
openquake/commonlib/shapefileparser.py
set_area_geometry
def set_area_geometry(w, src): """ Set area polygon as shapefile geometry """ assert "areaSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("areaGeometry")] area_attrs = parse_area_geometry(geometry_node) w.poly(parts=[area_attrs["polygon"].tolist()])
python
def set_area_geometry(w, src): assert "areaSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("areaGeometry")] area_attrs = parse_area_geometry(geometry_node) w.poly(parts=[area_attrs["polygon"].tolist()])
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Set area polygon as shapefile geometry
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L489-L496
gem/oq-engine
openquake/commonlib/shapefileparser.py
set_point_geometry
def set_point_geometry(w, src): """ Set point location as shapefile geometry. """ assert "pointSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("pointGeometry")] point_attrs = parse_point_geometry(geometry_node) w.point(point_attrs["point"][0], point_attrs["point"][1])
python
def set_point_geometry(w, src): assert "pointSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("pointGeometry")] point_attrs = parse_point_geometry(geometry_node) w.point(point_attrs["point"][0], point_attrs["point"][1])
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Set point location as shapefile geometry.
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L499-L506
gem/oq-engine
openquake/commonlib/shapefileparser.py
set_simple_fault_geometry
def set_simple_fault_geometry(w, src): """ Set simple fault trace coordinates as shapefile geometry. :parameter w: Writer :parameter src: source """ assert "simpleFaultSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("simpleFaultGeometry")] fault_attrs...
python
def set_simple_fault_geometry(w, src): assert "simpleFaultSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("simpleFaultGeometry")] fault_attrs = parse_simple_fault_geometry(geometry_node) w.line(parts=[fault_attrs["trace"].tolist()])
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Set simple fault trace coordinates as shapefile geometry. :parameter w: Writer :parameter src: source
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L509-L521
gem/oq-engine
openquake/commonlib/shapefileparser.py
set_simple_fault_geometry_3D
def set_simple_fault_geometry_3D(w, src): """ Builds a 3D polygon from a node instance """ assert "simpleFaultSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("simpleFaultGeometry")] fault_attrs = parse_simple_fault_geometry(geometry_node) build_polygon_from_fault_attrs(w,...
python
def set_simple_fault_geometry_3D(w, src): assert "simpleFaultSource" in src.tag geometry_node = src.nodes[get_taglist(src).index("simpleFaultGeometry")] fault_attrs = parse_simple_fault_geometry(geometry_node) build_polygon_from_fault_attrs(w, fault_attrs)
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Builds a 3D polygon from a node instance
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train
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gem/oq-engine
openquake/commonlib/shapefileparser.py
SourceModel.appraise_source_model
def appraise_source_model(self): """ Identify parameters defined in NRML source model file, so that shapefile contains only source model specific fields. """ for src in self.sources: # source params src_taglist = get_taglist(src) if "areaSource...
python
def appraise_source_model(self): for src in self.sources: src_taglist = get_taglist(src) if "areaSource" in src.tag: self.has_area_source = True npd_node = src.nodes[src_taglist.index("nodalPlaneDist")] npd_size = len(...
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Identify parameters defined in NRML source model file, so that shapefile contains only source model specific fields.
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train
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gem/oq-engine
openquake/commonlib/shapefileparser.py
SourceModelParser.read
def read(self, nrml_file, validate=False, simple_fault_spacing=1.0, complex_mesh_spacing=5.0, mfd_spacing=0.1): """ Build the source model from nrml format """ self.source_file = nrml_file if validate: converter = SourceConverter(1.0, simple_...
python
def read(self, nrml_file, validate=False, simple_fault_spacing=1.0, complex_mesh_spacing=5.0, mfd_spacing=0.1): self.source_file = nrml_file if validate: converter = SourceConverter(1.0, simple_fault_spacing, complex_...
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Build the source model from nrml format
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L910-L935
gem/oq-engine
openquake/commonlib/shapefileparser.py
SourceModelParser.write
def write(self, destination, source_model, name=None): """ Exports to NRML """ if os.path.exists(destination): os.remove(destination) self.destination = destination if name: source_model.name = name output_source_model = Node("sourceModel",...
python
def write(self, destination, source_model, name=None): if os.path.exists(destination): os.remove(destination) self.destination = destination if name: source_model.name = name output_source_model = Node("sourceModel", {"name": name}) dic = groupby(...
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Exports to NRML
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L937-L956
gem/oq-engine
openquake/commonlib/shapefileparser.py
ShapefileParser.filter_params
def filter_params(self, src_mod): """ Remove params uneeded by source_model """ # point and area related params STRIKE_PARAMS[src_mod.num_np:] = [] DIP_PARAMS[src_mod.num_np:] = [] RAKE_PARAMS[src_mod.num_np:] = [] NPW_PARAMS[src_mod.num_np:] = [] ...
python
def filter_params(self, src_mod): STRIKE_PARAMS[src_mod.num_np:] = [] DIP_PARAMS[src_mod.num_np:] = [] RAKE_PARAMS[src_mod.num_np:] = [] NPW_PARAMS[src_mod.num_np:] = [] HDEPTH_PARAMS[src_mod.num_hd:] = [] HDW_PARAMS[src_mod.num_hd:] = [] ...
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Remove params uneeded by source_model
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L960-L992
gem/oq-engine
openquake/commonlib/shapefileparser.py
ShapefileParser.read
def read(self, input_shapefile, validate=False, simple_fault_spacing=1.0, complex_mesh_spacing=5.0, mfd_spacing=0.1): """ Build the source model from nrml format """ reader = shapefile.Reader(input_shapefile) fields = [field[0] for field in reader.fields...
python
def read(self, input_shapefile, validate=False, simple_fault_spacing=1.0, complex_mesh_spacing=5.0, mfd_spacing=0.1): reader = shapefile.Reader(input_shapefile) fields = [field[0] for field in reader.fields[1:]] shapes = reader.shapes() records = reader...
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Build the source model from nrml format
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train
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gem/oq-engine
openquake/commonlib/shapefileparser.py
ShapefileParser.write
def write(self, destination, source_model, name=None): """ Save sources - to multiple shapefiles corresponding to different source typolgies/geometries ('_point', '_area', '_simple', '_complex', '_planar') """ if os.path.exists(destination + ".shp"): os.system...
python
def write(self, destination, source_model, name=None): if os.path.exists(destination + ".shp"): os.system("rm %s.*" % destination) self.destination = destination self.filter_params(source_model) w_area = shapefile.Writer(shapefile.POLYGON) w_point = shapefil...
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Save sources - to multiple shapefiles corresponding to different source typolgies/geometries ('_point', '_area', '_simple', '_complex', '_planar')
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commonlib/shapefileparser.py#L1032-L1107
gem/oq-engine
openquake/commands/shell.py
shell
def shell(script=None, args=()): """ Start an embedded (i)python instance with a global object "o" or run a Python script in the engine environment. """ if script: sys.argv = sys.argv[2:] # strip ['oq', 'shell'] runpy.run_path(script, run_name='__main__') return o = Open...
python
def shell(script=None, args=()): if script: sys.argv = sys.argv[2:] runpy.run_path(script, run_name='__main__') return o = OpenQuake() try: import IPython IPython.embed(banner1='IPython shell with a global object "o"') except ImportError: import c...
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Start an embedded (i)python instance with a global object "o" or run a Python script in the engine environment.
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train
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gem/oq-engine
openquake/hmtk/seismicity/completeness/comp_stepp_1971.py
get_bilinear_residuals_stepp
def get_bilinear_residuals_stepp(input_params, xvals, yvals, slope1_fit): ''' Returns the residual sum-of-squares value of a bilinear fit to a data set - with a segment - 1 gradient fixed by an input value (slope_1_fit) :param list input_params: Input parameters for the bilinear model [slope2, ...
python
def get_bilinear_residuals_stepp(input_params, xvals, yvals, slope1_fit): params = np.hstack([slope1_fit, input_params]) num_x = len(xvals) y_model = np.zeros(num_x, dtype=float) residuals = np.zeros(num_x, dtype=float) for iloc in range(0, num_x): y_model[iloc] = piecewise_linear_scala...
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Returns the residual sum-of-squares value of a bilinear fit to a data set - with a segment - 1 gradient fixed by an input value (slope_1_fit) :param list input_params: Input parameters for the bilinear model [slope2, crossover_point, intercept] :para...
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hmtk/seismicity/completeness/comp_stepp_1971.py#L62-L89
gem/oq-engine
openquake/baselib/node.py
floatformat
def floatformat(fmt_string): """ Context manager to change the default format string for the function :func:`openquake.commonlib.writers.scientificformat`. :param fmt_string: the format to use; for instance '%13.9E' """ fmt_defaults = scientificformat.__defaults__ scientificformat.__default...
python
def floatformat(fmt_string): fmt_defaults = scientificformat.__defaults__ scientificformat.__defaults__ = (fmt_string,) + fmt_defaults[1:] try: yield finally: scientificformat.__defaults__ = fmt_defaults
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Context manager to change the default format string for the function :func:`openquake.commonlib.writers.scientificformat`. :param fmt_string: the format to use; for instance '%13.9E'
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L160-L172
gem/oq-engine
openquake/baselib/node.py
scientificformat
def scientificformat(value, fmt='%13.9E', sep=' ', sep2=':'): """ :param value: the value to convert into a string :param fmt: the formatting string to use for float values :param sep: separator to use for vector-like values :param sep2: second separator to use for matrix-like values Convert a ...
python
def scientificformat(value, fmt='%13.9E', sep=' ', sep2=':'): if isinstance(value, numpy.bool_): return '1' if value else '0' elif isinstance(value, bytes): return value.decode('utf8') elif isinstance(value, str): return value elif hasattr(value, '__len__'): return s...
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:param value: the value to convert into a string :param fmt: the formatting string to use for float values :param sep: separator to use for vector-like values :param sep2: second separator to use for matrix-like values Convert a float or an array into a string by using the scientific notation and a...
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L178-L213
gem/oq-engine
openquake/baselib/node.py
tostring
def tostring(node, indent=4, nsmap=None): """ Convert a node into an XML string by using the StreamingXMLWriter. This is useful for testing purposes. :param node: a node object (typically an ElementTree object) :param indent: the indentation to use in the XML (default 4 spaces) """ out = io...
python
def tostring(node, indent=4, nsmap=None): out = io.BytesIO() writer = StreamingXMLWriter(out, indent, nsmap=nsmap) writer.serialize(node) return out.getvalue()
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Convert a node into an XML string by using the StreamingXMLWriter. This is useful for testing purposes. :param node: a node object (typically an ElementTree object) :param indent: the indentation to use in the XML (default 4 spaces)
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L216-L227
gem/oq-engine
openquake/baselib/node.py
parse
def parse(source, remove_comments=True, **kw): """Thin wrapper around ElementTree.parse""" return ElementTree.parse(source, SourceLineParser(), **kw)
python
def parse(source, remove_comments=True, **kw): return ElementTree.parse(source, SourceLineParser(), **kw)
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L350-L352
gem/oq-engine
openquake/baselib/node.py
iterparse
def iterparse(source, events=('end',), remove_comments=True, **kw): """Thin wrapper around ElementTree.iterparse""" return ElementTree.iterparse(source, events, SourceLineParser(), **kw)
python
def iterparse(source, events=('end',), remove_comments=True, **kw): return ElementTree.iterparse(source, events, SourceLineParser(), **kw)
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L355-L357
gem/oq-engine
openquake/baselib/node.py
_displayattrs
def _displayattrs(attrib, expandattrs): """ Helper function to display the attributes of a Node object in lexicographic order. :param attrib: dictionary with the attributes :param expandattrs: if True also displays the value of the attributes """ if not attrib: return '' if expa...
python
def _displayattrs(attrib, expandattrs): if not attrib: return '' if expandattrs: alist = ['%s=%r' % item for item in sorted(attrib.items())] else: alist = list(attrib) return '{%s}' % ', '.join(alist)
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Helper function to display the attributes of a Node object in lexicographic order. :param attrib: dictionary with the attributes :param expandattrs: if True also displays the value of the attributes
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L363-L377
gem/oq-engine
openquake/baselib/node.py
_display
def _display(node, indent, expandattrs, expandvals, output): """Core function to display a Node object""" attrs = _displayattrs(node.attrib, expandattrs) if node.text is None or not expandvals: val = '' elif isinstance(node.text, str): val = ' %s' % repr(node.text.strip()) else: ...
python
def _display(node, indent, expandattrs, expandvals, output): attrs = _displayattrs(node.attrib, expandattrs) if node.text is None or not expandvals: val = '' elif isinstance(node.text, str): val = ' %s' % repr(node.text.strip()) else: val = ' %s' % repr(node.text) outp...
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Core function to display a Node object
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L380-L391
gem/oq-engine
openquake/baselib/node.py
node_display
def node_display(root, expandattrs=False, expandvals=False, output=sys.stdout): """ Write an indented representation of the Node object on the output; this is intended for testing/debugging purposes. :param root: a Node object :param bool expandattrs: if True, the values of the attributes are ...
python
def node_display(root, expandattrs=False, expandvals=False, output=sys.stdout): _display(root, '', expandattrs, expandvals, output)
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Write an indented representation of the Node object on the output; this is intended for testing/debugging purposes. :param root: a Node object :param bool expandattrs: if True, the values of the attributes are also printed, not only the names :param bool expandvals: if True...
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L394-L406
gem/oq-engine
openquake/baselib/node.py
to_literal
def to_literal(self): """ Convert the node into a literal Python object """ if not self.nodes: return (self.tag, self.attrib, self.text, []) else: return (self.tag, self.attrib, self.text, list(map(to_literal, self.nodes)))
python
def to_literal(self): if not self.nodes: return (self.tag, self.attrib, self.text, []) else: return (self.tag, self.attrib, self.text, list(map(to_literal, self.nodes)))
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Convert the node into a literal Python object
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L574-L582
gem/oq-engine
openquake/baselib/node.py
pprint
def pprint(self, stream=None, indent=1, width=80, depth=None): """ Pretty print the underlying literal Python object """ pp.pprint(to_literal(self), stream, indent, width, depth)
python
def pprint(self, stream=None, indent=1, width=80, depth=None): pp.pprint(to_literal(self), stream, indent, width, depth)
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train
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gem/oq-engine
openquake/baselib/node.py
node_from_dict
def node_from_dict(dic, nodefactory=Node): """ Convert a (nested) dictionary with attributes tag, attrib, text, nodes into a Node object. """ tag = dic['tag'] text = dic.get('text') attrib = dic.get('attrib', {}) nodes = dic.get('nodes', []) if not nodes: return nodefactory(t...
python
def node_from_dict(dic, nodefactory=Node): tag = dic['tag'] text = dic.get('text') attrib = dic.get('attrib', {}) nodes = dic.get('nodes', []) if not nodes: return nodefactory(tag, attrib, text) return nodefactory(tag, attrib, nodes=list(map(node_from_dict, nodes)))
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train
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gem/oq-engine
openquake/baselib/node.py
node_to_dict
def node_to_dict(node): """ Convert a Node object into a (nested) dictionary with attributes tag, attrib, text, nodes. :param node: a Node-compatible object """ dic = dict(tag=striptag(node.tag)) if node.attrib: dic['attrib'] = node.attrib if node.text is not None: dic['...
python
def node_to_dict(node): dic = dict(tag=striptag(node.tag)) if node.attrib: dic['attrib'] = node.attrib if node.text is not None: dic['text'] = node.text if node.nodes: dic['nodes'] = [node_to_dict(n) for n in node] return dic
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Convert a Node object into a (nested) dictionary with attributes tag, attrib, text, nodes. :param node: a Node-compatible object
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train
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gem/oq-engine
openquake/baselib/node.py
node_from_elem
def node_from_elem(elem, nodefactory=Node, lazy=()): """ Convert (recursively) an ElementTree object into a Node object. """ children = list(elem) lineno = getattr(elem, 'lineno', None) if not children: return nodefactory(elem.tag, dict(elem.attrib), elem.text, ...
python
def node_from_elem(elem, nodefactory=Node, lazy=()): children = list(elem) lineno = getattr(elem, 'lineno', None) if not children: return nodefactory(elem.tag, dict(elem.attrib), elem.text, lineno=lineno) if striptag(elem.tag) in lazy: nodes = (node_from_e...
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train
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gem/oq-engine
openquake/baselib/node.py
node_to_elem
def node_to_elem(root): """ Convert (recursively) a Node object into an ElementTree object. """ def generate_elem(append, node, level): var = "e" + str(level) arg = repr(node.tag) if node.attrib: arg += ", **%r" % node.attrib if level == 1: append(...
python
def node_to_elem(root): def generate_elem(append, node, level): var = "e" + str(level) arg = repr(node.tag) if node.attrib: arg += ", **%r" % node.attrib if level == 1: append("e1 = Element(%s)" % arg) else: append("%s = SubElement(e%d...
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Convert (recursively) a Node object into an ElementTree object.
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train
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gem/oq-engine
openquake/baselib/node.py
read_nodes
def read_nodes(fname, filter_elem, nodefactory=Node, remove_comments=True): """ Convert an XML file into a lazy iterator over Node objects satifying the given specification, i.e. a function element -> boolean. :param fname: file name of file object :param filter_elem: element specification In ...
python
def read_nodes(fname, filter_elem, nodefactory=Node, remove_comments=True): try: for _, el in iterparse(fname, remove_comments=remove_comments): if filter_elem(el): yield node_from_elem(el, nodefactory) el.clear() except Exception: etype, exc, t...
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Convert an XML file into a lazy iterator over Node objects satifying the given specification, i.e. a function element -> boolean. :param fname: file name of file object :param filter_elem: element specification In case of errors, add the file name to the error message.
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train
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gem/oq-engine
openquake/baselib/node.py
node_from_xml
def node_from_xml(xmlfile, nodefactory=Node): """ Convert a .xml file into a Node object. :param xmlfile: a file name or file object open for reading """ root = parse(xmlfile).getroot() return node_from_elem(root, nodefactory)
python
def node_from_xml(xmlfile, nodefactory=Node): root = parse(xmlfile).getroot() return node_from_elem(root, nodefactory)
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Convert a .xml file into a Node object. :param xmlfile: a file name or file object open for reading
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L689-L696
gem/oq-engine
openquake/baselib/node.py
node_to_xml
def node_to_xml(node, output=sys.stdout, nsmap=None): """ Convert a Node object into a pretty .xml file without keeping everything in memory. If you just want the string representation use tostring(node). :param node: a Node-compatible object (ElementTree nodes are fine) :param nsmap: if given,...
python
def node_to_xml(node, output=sys.stdout, nsmap=None): if nsmap: for ns, prefix in nsmap.items(): if prefix: node['xmlns:' + prefix[:-1]] = ns else: node['xmlns'] = ns with StreamingXMLWriter(output, nsmap=nsmap) as w: w.serialize(node)
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Convert a Node object into a pretty .xml file without keeping everything in memory. If you just want the string representation use tostring(node). :param node: a Node-compatible object (ElementTree nodes are fine) :param nsmap: if given, shorten the tags with aliases
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train
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gem/oq-engine
openquake/baselib/node.py
node_from_ini
def node_from_ini(ini_file, nodefactory=Node, root_name='ini'): """ Convert a .ini file into a Node object. :param ini_file: a filename or a file like object in read mode """ fileobj = open(ini_file) if isinstance(ini_file, str) else ini_file cfp = configparser.RawConfigParser() cfp.read_fi...
python
def node_from_ini(ini_file, nodefactory=Node, root_name='ini'): fileobj = open(ini_file) if isinstance(ini_file, str) else ini_file cfp = configparser.RawConfigParser() cfp.read_file(fileobj) root = nodefactory(root_name) sections = cfp.sections() for section in sections: params = d...
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Convert a .ini file into a Node object. :param ini_file: a filename or a file like object in read mode
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/node.py#L719-L733
gem/oq-engine
openquake/baselib/node.py
node_to_ini
def node_to_ini(node, output=sys.stdout): """ Convert a Node object with the right structure into a .ini file. :params node: a Node object :params output: a file-like object opened in write mode """ for subnode in node: output.write(u'\n[%s]\n' % subnode.tag) for name, value in ...
python
def node_to_ini(node, output=sys.stdout): for subnode in node: output.write(u'\n[%s]\n' % subnode.tag) for name, value in sorted(subnode.attrib.items()): output.write(u'%s=%s\n' % (name, value)) output.flush()
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gem/oq-engine
openquake/baselib/node.py
node_copy
def node_copy(node, nodefactory=Node): """Make a deep copy of the node""" return nodefactory(node.tag, node.attrib.copy(), node.text, [node_copy(n, nodefactory) for n in node])
python
def node_copy(node, nodefactory=Node): return nodefactory(node.tag, node.attrib.copy(), node.text, [node_copy(n, nodefactory) for n in node])
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gem/oq-engine
openquake/baselib/node.py
context
def context(fname, node): """ Context manager managing exceptions and adding line number of the current node and name of the current file to the error message. :param fname: the current file being processed :param node: the current node being processed """ try: yield node except...
python
def context(fname, node): try: yield node except Exception: etype, exc, tb = sys.exc_info() msg = 'node %s: %s, line %s of %s' % ( striptag(node.tag), exc, getattr(node, 'lineno', '?'), fname) raise_(etype, msg, tb)
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gem/oq-engine
openquake/baselib/node.py
StreamingXMLWriter.shorten
def shorten(self, tag): """ Get the short representation of a fully qualified tag :param str tag: a (fully qualified or not) XML tag """ if tag.startswith('{'): ns, _tag = tag.rsplit('}') tag = self.nsmap.get(ns[1:], '') + _tag return tag
python
def shorten(self, tag): if tag.startswith('{'): ns, _tag = tag.rsplit('}') tag = self.nsmap.get(ns[1:], '') + _tag return tag
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gem/oq-engine
openquake/baselib/node.py
StreamingXMLWriter._write
def _write(self, text): """Write text by respecting the current indentlevel""" spaces = ' ' * (self.indent * self.indentlevel) t = spaces + text.strip() + '\n' if hasattr(t, 'encode'): t = t.encode(self.encoding, 'xmlcharrefreplace') self.stream.write(t)
python
def _write(self, text): spaces = ' ' * (self.indent * self.indentlevel) t = spaces + text.strip() + '\n' if hasattr(t, 'encode'): t = t.encode(self.encoding, 'xmlcharrefreplace') self.stream.write(t)
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gem/oq-engine
openquake/baselib/node.py
StreamingXMLWriter.emptyElement
def emptyElement(self, name, attrs): """Add an empty element (may have attributes)""" attr = ' '.join('%s=%s' % (n, quoteattr(scientificformat(v))) for n, v in sorted(attrs.items())) self._write('<%s %s/>' % (name, attr))
python
def emptyElement(self, name, attrs): attr = ' '.join('%s=%s' % (n, quoteattr(scientificformat(v))) for n, v in sorted(attrs.items())) self._write('<%s %s/>' % (name, attr))
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Add an empty element (may have attributes)
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gem/oq-engine
openquake/baselib/node.py
StreamingXMLWriter.start_tag
def start_tag(self, name, attrs=None): """Open an XML tag""" if not attrs: self._write('<%s>' % name) else: self._write('<' + name) for (name, value) in sorted(attrs.items()): self._write( ' %s=%s' % (name, quoteattr(scienti...
python
def start_tag(self, name, attrs=None): if not attrs: self._write('<%s>' % name) else: self._write('<' + name) for (name, value) in sorted(attrs.items()): self._write( ' %s=%s' % (name, quoteattr(scientificformat(value)))) ...
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gem/oq-engine
openquake/baselib/node.py
StreamingXMLWriter.serialize
def serialize(self, node): """Serialize a node object (typically an ElementTree object)""" if isinstance(node.tag, types.FunctionType): # this looks like a bug of ElementTree: comments are stored as # functions!?? see https://hg.python.org/sandbox/python2.7/file/tip/Lib/xml/etree...
python
def serialize(self, node): if isinstance(node.tag, types.FunctionType): return if self.nsmap is not None: tag = self.shorten(node.tag) else: tag = node.tag with warnings.catch_warnings(): warnings.simple...
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Serialize a node object (typically an ElementTree object)
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train
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gem/oq-engine
openquake/baselib/node.py
Node.getnodes
def getnodes(self, name): "Return the direct subnodes with name 'name'" for node in self.nodes: if striptag(node.tag) == name: yield node
python
def getnodes(self, name): "Return the direct subnodes with name 'name'" for node in self.nodes: if striptag(node.tag) == name: yield node
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Return the direct subnodes with name 'name
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gem/oq-engine
openquake/baselib/node.py
Node.append
def append(self, node): "Append a new subnode" if not isinstance(node, self.__class__): raise TypeError('Expected Node instance, got %r' % node) self.nodes.append(node)
python
def append(self, node): "Append a new subnode" if not isinstance(node, self.__class__): raise TypeError('Expected Node instance, got %r' % node) self.nodes.append(node)
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gem/oq-engine
openquake/baselib/node.py
Node.to_str
def to_str(self, expandattrs=True, expandvals=True): """ Convert the node into a string, intended for testing/debugging purposes :param expandattrs: print the values of the attributes if True, else print only the names :param expandvals: print the values if True, els...
python
def to_str(self, expandattrs=True, expandvals=True): out = io.BytesIO() node_display(self, expandattrs, expandvals, out) return decode(out.getvalue())
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gem/oq-engine
openquake/baselib/node.py
ValidatingXmlParser.parse_bytes
def parse_bytes(self, bytestr, isfinal=True): """ Parse a byte string. If the string is very large, split it in chuncks and parse each chunk with isfinal=False, then parse an empty chunk with isfinal=True. """ with self._context(): self.filename = None ...
python
def parse_bytes(self, bytestr, isfinal=True): with self._context(): self.filename = None self.p.Parse(bytestr, isfinal) return self._root
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gem/oq-engine
openquake/baselib/node.py
ValidatingXmlParser.parse_file
def parse_file(self, file_or_fname): """ Parse a file or a filename """ with self._context(): if hasattr(file_or_fname, 'read'): self.filename = getattr( file_or_fname, 'name', file_or_fname.__class__.__name__) self.p.ParseF...
python
def parse_file(self, file_or_fname): with self._context(): if hasattr(file_or_fname, 'read'): self.filename = getattr( file_or_fname, 'name', file_or_fname.__class__.__name__) self.p.ParseFile(file_or_fname) else: ...
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Parse a file or a filename
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gem/oq-engine
openquake/hmtk/plotting/seismicity/completeness/cumulative_rate_analysis.py
SimpleCumulativeRate.completeness
def completeness(self, catalogue, config, saveplot=False, filetype='png', timeout=120): ''' :param catalogue: Earthquake catalogue as instance of :class:`openquake.hmtk.seismicity.catalogue.Catalogue` :param dict config: Configuration para...
python
def completeness(self, catalogue, config, saveplot=False, filetype='png', timeout=120): if saveplot and not isinstance(saveplot, str): raise ValueError('To save the figures enter a filename: ') magnitude_bins = self._get_magnitudes_from_spacing( ...
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gem/oq-engine
openquake/hmtk/plotting/seismicity/completeness/cumulative_rate_analysis.py
SimpleCumulativeRate._get_magnitudes_from_spacing
def _get_magnitudes_from_spacing(self, magnitudes, delta_m): '''If a single magnitude spacing is input then create the bins :param numpy.ndarray magnitudes: Vector of earthquake magnitudes :param float delta_m: Magnitude bin width :returns: Vector of magnitude ...
python
def _get_magnitudes_from_spacing(self, magnitudes, delta_m): min_mag = np.min(magnitudes) max_mag = np.max(magnitudes) if (max_mag - min_mag) < delta_m: raise ValueError('Bin width greater than magnitude range!') mag_bins = np.arange(np.floor(min_mag), np.ceil(max_ma...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
_merge_data
def _merge_data(dat1, dat2): """ Merge two data dictionaries containing catalogue data :parameter dictionary dat1: Catalogue data dictionary :parameter dictionary dat2: Catalogue data dictionary :returns: A catalogue data dictionary containing the information originally ...
python
def _merge_data(dat1, dat2): cnt = 0 for key in dat1: flg1 = len(dat1[key]) > 0 flg2 = len(dat2[key]) > 0 if flg1 != flg2: cnt += 1 if cnt: raise Warning('Cannot merge catalogues with different' + ' attributes') return None ...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue._get_row_str
def _get_row_str(self, i): """ Returns a string representation of the key information in a row """ row_data = ["{:s}".format(self.data['eventID'][i]), "{:g}".format(self.data['year'][i]), "{:g}".format(self.data['month'][i]), "{...
python
def _get_row_str(self, i): row_data = ["{:s}".format(self.data['eventID'][i]), "{:g}".format(self.data['year'][i]), "{:g}".format(self.data['month'][i]), "{:g}".format(self.data['day'][i]), "{:g}".format(self.data['hour'][i...
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Returns a string representation of the key information in a row
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.write_catalogue
def write_catalogue(self, output_file, key_list=SORTED_ATTRIBUTE_LIST): """ Writes the catalogue to file using HTMK format (CSV). :param output_file: Name of the output file :param key_list: Optional list of attribute keys to be exported """ with...
python
def write_catalogue(self, output_file, key_list=SORTED_ATTRIBUTE_LIST): with open(output_file, 'w') as of: writer = csv.DictWriter(of, fieldnames=key_list) writer.writeheader() for i in range(self.get_number_events()): row_dict = {} f...
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Writes the catalogue to file using HTMK format (CSV). :param output_file: Name of the output file :param key_list: Optional list of attribute keys to be exported
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.load_to_array
def load_to_array(self, keys): """ This loads the data contained in the catalogue into a numpy array. The method works only for float data :param keys: A list of keys to be uploaded into the array :type list: """ # Preallocate the numpy array ...
python
def load_to_array(self, keys): data = np.empty((len(self.data[keys[0]]), len(keys))) for i in range(0, len(self.data[keys[0]])): for j, key in enumerate(keys): data[i, j] = self.data[key][i] return data
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.load_from_array
def load_from_array(self, keys, data_array): """ This loads the data contained in an array into the catalogue object :param keys: A list of keys explaining the content of the columns in the array :type list: """ if len(keys) != np.shape(data_array)[1]: ...
python
def load_from_array(self, keys, data_array): if len(keys) != np.shape(data_array)[1]: raise ValueError('Key list does not match shape of array!') for i, key in enumerate(keys): if key in self.INT_ATTRIBUTE_LIST: self.data[key] = data_array[:, i].astype(...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.catalogue_mt_filter
def catalogue_mt_filter(self, mt_table, flag=None): """ Filter the catalogue using a magnitude-time table. The table has two columns and n-rows. :param nump.ndarray mt_table: Magnitude time table with n-rows where column 1 is year and column 2 is magnitude ...
python
def catalogue_mt_filter(self, mt_table, flag=None): if flag is None: flag = np.ones(self.get_number_events(), dtype=bool) for comp_val in mt_table: id0 = np.logical_and(self.data['year'].astype(float) < comp_val[0], self.dat...
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Filter the catalogue using a magnitude-time table. The table has two columns and n-rows. :param nump.ndarray mt_table: Magnitude time table with n-rows where column 1 is year and column 2 is magnitude
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.get_bounding_box
def get_bounding_box(self): """ Returns the bounding box of the catalogue :returns: (West, East, South, North) """ return (np.min(self.data["longitude"]), np.max(self.data["longitude"]), np.min(self.data["latitude"]), np.max(self.d...
python
def get_bounding_box(self): return (np.min(self.data["longitude"]), np.max(self.data["longitude"]), np.min(self.data["latitude"]), np.max(self.data["latitude"]))
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Returns the bounding box of the catalogue :returns: (West, East, South, North)
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.get_observed_mmax_sigma
def get_observed_mmax_sigma(self, default=None): """ :returns: the sigma for the maximum observed magnitude """ if not isinstance(self.data['sigmaMagnitude'], np.ndarray): obsmaxsig = default else: obsmaxsig = self.data['sigmaMagnitude'][ n...
python
def get_observed_mmax_sigma(self, default=None): if not isinstance(self.data['sigmaMagnitude'], np.ndarray): obsmaxsig = default else: obsmaxsig = self.data['sigmaMagnitude'][ np.argmax(self.data['magnitude'])] return obsmaxsig
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:returns: the sigma for the maximum observed magnitude
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.get_decimal_time
def get_decimal_time(self): ''' Returns the time of the catalogue as a decimal ''' return decimal_time(self.data['year'], self.data['month'], self.data['day'], self.data['hour'], ...
python
def get_decimal_time(self): return decimal_time(self.data['year'], self.data['month'], self.data['day'], self.data['hour'], self.data['minute'], self.data['second'...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.sort_catalogue_chronologically
def sort_catalogue_chronologically(self): ''' Sorts the catalogue into chronological order ''' dec_time = self.get_decimal_time() idx = np.argsort(dec_time) if np.all((idx[1:] - idx[:-1]) > 0.): # Catalogue was already in chronological order return...
python
def sort_catalogue_chronologically(self): dec_time = self.get_decimal_time() idx = np.argsort(dec_time) if np.all((idx[1:] - idx[:-1]) > 0.): return self.select_catalogue_events(idx)
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.purge_catalogue
def purge_catalogue(self, flag_vector): ''' Purges present catalogue with invalid events defined by flag_vector :param numpy.ndarray flag_vector: Boolean vector showing if events are selected (True) or not (False) ''' id0 = np.where(flag_vector)[0] self.sele...
python
def purge_catalogue(self, flag_vector): id0 = np.where(flag_vector)[0] self.select_catalogue_events(id0) self.get_number_events()
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.select_catalogue_events
def select_catalogue_events(self, id0): ''' Orders the events in the catalogue according to an indexing vector. :param np.ndarray id0: Pointer array indicating the locations of selected events ''' for key in self.data: if isinstance( s...
python
def select_catalogue_events(self, id0): for key in self.data: if isinstance( self.data[key], np.ndarray) and len(self.data[key]) > 0: self.data[key] = self.data[key][id0] elif isinstance( self.data[key], li...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.get_depth_distribution
def get_depth_distribution(self, depth_bins, normalisation=False, bootstrap=None): ''' Gets the depth distribution of the earthquake catalogue to return a single histogram. Depths may be normalised. If uncertainties are found in the catalogue the distrbutio...
python
def get_depth_distribution(self, depth_bins, normalisation=False, bootstrap=None): if len(self.data['depth']) == 0: raise ValueError('Depths missing in catalogue') if len(self.data['depthError']) == 0: self.data['depthError'] ...
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Gets the depth distribution of the earthquake catalogue to return a single histogram. Depths may be normalised. If uncertainties are found in the catalogue the distrbution may be bootstrap sampled :param numpy.ndarray depth_bins: getBin edges for the depths :param bool nor...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.get_depth_pmf
def get_depth_pmf(self, depth_bins, default_depth=5.0, bootstrap=None): """ Returns the depth distribution of the catalogue as a probability mass function """ if len(self.data['depth']) == 0: # If depth information is missing return PMF([(1.0, default_dept...
python
def get_depth_pmf(self, depth_bins, default_depth=5.0, bootstrap=None): if len(self.data['depth']) == 0: return PMF([(1.0, default_depth)]) depth_hist = self.get_depth_distribution(depth_bins, normalisation=True,...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.get_magnitude_depth_distribution
def get_magnitude_depth_distribution(self, magnitude_bins, depth_bins, normalisation=False, bootstrap=None): ''' Returns a 2-D magnitude-depth histogram for the catalogue :param numpy.ndarray magnitude_bins: Bin edges for the magnitudes ...
python
def get_magnitude_depth_distribution(self, magnitude_bins, depth_bins, normalisation=False, bootstrap=None): if len(self.data['depth']) == 0: raise ValueError('Depths missing in catalogue') if len(self.data['depthError']) == 0: ...
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Returns a 2-D magnitude-depth histogram for the catalogue :param numpy.ndarray magnitude_bins: Bin edges for the magnitudes :param numpy.ndarray depth_bins: Bin edges for the depths :param bool normalisation: Choose to normalise the results such that the t...
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.get_magnitude_time_distribution
def get_magnitude_time_distribution(self, magnitude_bins, time_bins, normalisation=False, bootstrap=None): ''' Returns a 2-D histogram indicating the number of earthquakes in a set of time-magnitude bins. Time is in decimal years! :param numpy.nda...
python
def get_magnitude_time_distribution(self, magnitude_bins, time_bins, normalisation=False, bootstrap=None): return bootstrap_histogram_2D( self.get_decimal_time(), self.data['magnitude'], time_bins, magnitude_bins, ...
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Returns a 2-D histogram indicating the number of earthquakes in a set of time-magnitude bins. Time is in decimal years! :param numpy.ndarray magnitude_bins: Bin edges for the magnitudes :param numpy.ndarray time_bins: Bin edges for the times :param bool normal...
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train
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gem/oq-engine
openquake/hmtk/seismicity/catalogue.py
Catalogue.concatenate
def concatenate(self, catalogue): """ This method attaches one catalogue to the current one :parameter catalogue: An instance of :class:`htmk.seismicity.catalogue.Catalogue` """ atts = getattr(self, 'data') attn = getattr(catalogue, 'data') data = _m...
python
def concatenate(self, catalogue): atts = getattr(self, 'data') attn = getattr(catalogue, 'data') data = _merge_data(atts, attn) if data is not None: setattr(self, 'data', data) for attrib in vars(self): atts = getattr(self, attrib) ...
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This method attaches one catalogue to the current one :parameter catalogue: An instance of :class:`htmk.seismicity.catalogue.Catalogue`
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gem/oq-engine
openquake/calculators/classical_bcr.py
classical_bcr
def classical_bcr(riskinputs, riskmodel, param, monitor): """ Compute and return the average losses for each asset. :param riskinputs: :class:`openquake.risklib.riskinput.RiskInput` objects :param riskmodel: a :class:`openquake.risklib.riskinput.CompositeRiskModel` instance :param p...
python
def classical_bcr(riskinputs, riskmodel, param, monitor): R = riskinputs[0].hazard_getter.num_rlzs result = AccumDict(accum=numpy.zeros((R, 3), F32)) for ri in riskinputs: for out in riskmodel.gen_outputs(ri, monitor): for asset, (eal_orig, eal_retro, bcr) in zip( ...
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Compute and return the average losses for each asset. :param riskinputs: :class:`openquake.risklib.riskinput.RiskInput` objects :param riskmodel: a :class:`openquake.risklib.riskinput.CompositeRiskModel` instance :param param: dictionary of extra parameters :param monitor: ...
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gem/oq-engine
openquake/engine/engine.py
expose_outputs
def expose_outputs(dstore, owner=getpass.getuser(), status='complete'): """ Build a correspondence between the outputs in the datastore and the ones in the database. :param dstore: datastore """ oq = dstore['oqparam'] exportable = set(ekey[0] for ekey in export.export) calcmode = oq.cal...
python
def expose_outputs(dstore, owner=getpass.getuser(), status='complete'): oq = dstore['oqparam'] exportable = set(ekey[0] for ekey in export.export) calcmode = oq.calculation_mode dskeys = set(dstore) & exportable dskeys.add('fullreport') rlzs = dstore['csm_info'].rlzs if len(rlzs) > 1:...
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Build a correspondence between the outputs in the datastore and the ones in the database. :param dstore: datastore
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gem/oq-engine
openquake/engine/engine.py
raiseMasterKilled
def raiseMasterKilled(signum, _stack): """ When a SIGTERM is received, raise the MasterKilled exception with an appropriate error message. :param int signum: the number of the received signal :param _stack: the current frame object, ignored """ # Disable further CTRL-C to allow tasks revoca...
python
def raiseMasterKilled(signum, _stack): if OQ_DISTRIBUTE.startswith('celery'): signal.signal(signal.SIGINT, inhibitSigInt) msg = 'Received a signal %d' % signum if signum in (signal.SIGTERM, signal.SIGINT): msg = 'The openquake master process was killed manually' ...
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When a SIGTERM is received, raise the MasterKilled exception with an appropriate error message. :param int signum: the number of the received signal :param _stack: the current frame object, ignored
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gem/oq-engine
openquake/engine/engine.py
job_from_file
def job_from_file(job_ini, job_id, username, **kw): """ Create a full job profile from a job config file. :param job_ini: Path to a job.ini file :param job_id: ID of the created job :param username: The user who will own this job profile and all results :param kw: ...
python
def job_from_file(job_ini, job_id, username, **kw): hc_id = kw.get('hazard_calculation_id') try: oq = readinput.get_oqparam(job_ini, hc_id=hc_id) except Exception: logs.dbcmd('finish', job_id, 'failed') raise if 'calculation_mode' in kw: oq.calculation_mode = kw.pop(...
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Create a full job profile from a job config file. :param job_ini: Path to a job.ini file :param job_id: ID of the created job :param username: The user who will own this job profile and all results :param kw: Extra parameters including `calculation_mode` and `exposure_f...
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gem/oq-engine
openquake/engine/engine.py
poll_queue
def poll_queue(job_id, pid, poll_time): """ Check the queue of executing/submitted jobs and exit when there is a free slot. """ if config.distribution.serialize_jobs: first_time = True while True: jobs = logs.dbcmd(GET_JOBS) failed = [job.id for job in jobs if...
python
def poll_queue(job_id, pid, poll_time): if config.distribution.serialize_jobs: first_time = True while True: jobs = logs.dbcmd(GET_JOBS) failed = [job.id for job in jobs if not psutil.pid_exists(job.pid)] if failed: logs.dbcmd("UPDATE job SET ...
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Check the queue of executing/submitted jobs and exit when there is a free slot.
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train
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gem/oq-engine
openquake/engine/engine.py
run_calc
def run_calc(job_id, oqparam, exports, hazard_calculation_id=None, **kw): """ Run a calculation. :param job_id: ID of the current job :param oqparam: :class:`openquake.commonlib.oqvalidation.OqParam` instance :param exports: A comma-separated string of export types. """ ...
python
def run_calc(job_id, oqparam, exports, hazard_calculation_id=None, **kw): setproctitle('oq-job-%d' % job_id) calc = base.calculators(oqparam, calc_id=job_id) logging.info('%s running %s [--hc=%s]', getpass.getuser(), calc.oqparam.inputs['job_ini'], cal...
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Run a calculation. :param job_id: ID of the current job :param oqparam: :class:`openquake.commonlib.oqvalidation.OqParam` instance :param exports: A comma-separated string of export types.
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train
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gem/oq-engine
openquake/engine/engine.py
version_triple
def version_triple(tag): """ returns: a triple of integers from a version tag """ groups = re.match(r'v?(\d+)\.(\d+)\.(\d+)', tag).groups() return tuple(int(n) for n in groups)
python
def version_triple(tag): groups = re.match(r'v?(\d+)\.(\d+)\.(\d+)', tag).groups() return tuple(int(n) for n in groups)
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returns: a triple of integers from a version tag
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train
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gem/oq-engine
openquake/engine/engine.py
check_obsolete_version
def check_obsolete_version(calculation_mode='WebUI'): """ Check if there is a newer version of the engine. :param calculation_mode: - the calculation mode when called from the engine - an empty string when called from the WebUI :returns: - a message if the running version of t...
python
def check_obsolete_version(calculation_mode='WebUI'): if os.environ.get('JENKINS_URL') or os.environ.get('TRAVIS'): return headers = {'User-Agent': 'OpenQuake Engine %s;%s;%s;%s' % (__version__, calculation_mode, platform.platform(), config.distribution.oq_d...
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Check if there is a newer version of the engine. :param calculation_mode: - the calculation mode when called from the engine - an empty string when called from the WebUI :returns: - a message if the running version of the engine is obsolete - the empty string if the engine is ...
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/engine/engine.py#L384-L416
gem/oq-engine
openquake/baselib/python3compat.py
encode
def encode(val): """ Encode a string assuming the encoding is UTF-8. :param: a unicode or bytes object :returns: bytes """ if isinstance(val, (list, tuple)): # encode a list or tuple of strings return [encode(v) for v in val] elif isinstance(val, str): return val.encode('ut...
python
def encode(val): if isinstance(val, (list, tuple)): return [encode(v) for v in val] elif isinstance(val, str): return val.encode('utf-8') else: return val
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Encode a string assuming the encoding is UTF-8. :param: a unicode or bytes object :returns: bytes
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/python3compat.py#L28-L41
gem/oq-engine
openquake/baselib/python3compat.py
raise_
def raise_(tp, value=None, tb=None): """ A function that matches the Python 2.x ``raise`` statement. This allows re-raising exceptions with the cls value and traceback on Python 2 and 3. """ if value is not None and isinstance(tp, Exception): raise TypeError("instance exception may not h...
python
def raise_(tp, value=None, tb=None): if value is not None and isinstance(tp, Exception): raise TypeError("instance exception may not have a separate value") if value is not None: exc = tp(value) else: exc = tp if exc.__traceback__ is not tb: raise exc.with_traceback(...
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A function that matches the Python 2.x ``raise`` statement. This allows re-raising exceptions with the cls value and traceback on Python 2 and 3.
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/baselib/python3compat.py#L70-L84
gem/oq-engine
openquake/commands/dbserver.py
dbserver
def dbserver(cmd, dbhostport=None, dbpath=os.path.expanduser(config.dbserver.file)): """ start/stop/restart the database server, or return its status """ if config.dbserver.multi_user and getpass.getuser() != 'openquake': sys.exit('oq dbserver only works in single user mode') s...
python
def dbserver(cmd, dbhostport=None, dbpath=os.path.expanduser(config.dbserver.file)): if config.dbserver.multi_user and getpass.getuser() != 'openquake': sys.exit('oq dbserver only works in single user mode') status = dbs.get_status() if cmd == 'status': print('dbserver ' +...
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start/stop/restart the database server, or return its status
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commands/dbserver.py#L28-L54
gem/oq-engine
openquake/commands/plot_pyro.py
plot_pyro
def plot_pyro(calc_id=-1): """ Plot the pyroclastic cloud and the assets """ # NB: matplotlib is imported inside since it is a costly import import matplotlib.pyplot as p dstore = util.read(calc_id) sitecol = dstore['sitecol'] asset_risk = dstore['asset_risk'].value pyro, = numpy.whe...
python
def plot_pyro(calc_id=-1): import matplotlib.pyplot as p dstore = util.read(calc_id) sitecol = dstore['sitecol'] asset_risk = dstore['asset_risk'].value pyro, = numpy.where(dstore['multi_peril']['PYRO'] == 1) lons = sitecol.lons[pyro] lats = sitecol.lats[pyro] p.scatter(lons, l...
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Plot the pyroclastic cloud and the assets
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/commands/plot_pyro.py#L24-L42
gem/oq-engine
openquake/hazardlib/geo/polygon.py
get_resampled_coordinates
def get_resampled_coordinates(lons, lats): """ Resample polygon line segments and return the coordinates of the new vertices. This limits distortions when projecting a polygon onto a spherical surface. Parameters define longitudes and latitudes of a point collection in the form of lists or nump...
python
def get_resampled_coordinates(lons, lats): num_coords = len(lons) assert num_coords == len(lats) lons1 = numpy.array(lons) lats1 = numpy.array(lats) lons2 = numpy.concatenate((lons1[1:], lons1[:1])) lats2 = numpy.concatenate((lats1[1:], lats1[:1])) distances = geodetic.geodetic_distanc...
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Resample polygon line segments and return the coordinates of the new vertices. This limits distortions when projecting a polygon onto a spherical surface. Parameters define longitudes and latitudes of a point collection in the form of lists or numpy arrays. :return: A tuple of two numpy ar...
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hazardlib/geo/polygon.py#L249-L291
gem/oq-engine
openquake/hazardlib/geo/surface/gridded.py
GriddedSurface.surface_nodes
def surface_nodes(self): """ :param points: a list of Point objects :returns: a Node of kind 'griddedSurface' """ line = [] for point in self.mesh: line.append(point.longitude) line.append(point.latitude) line.append(point.depth) ...
python
def surface_nodes(self): line = [] for point in self.mesh: line.append(point.longitude) line.append(point.latitude) line.append(point.depth) return [Node('griddedSurface', nodes=[Node('gml:posList', {}, line)])]
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train
https://github.com/gem/oq-engine/blob/8294553a0b8aba33fd96437a35065d03547d0040/openquake/hazardlib/geo/surface/gridded.py#L46-L56