openquake.calculators.export package

Submodules

openquake.calculators.export.hazard module

class openquake.calculators.export.hazard.DisaggMatrix(poe, iml, dim_labels, matrix)

Bases: tuple

dim_labels

Alias for field number 2

iml

Alias for field number 1

matrix

Alias for field number 3

poe

Alias for field number 0

class openquake.calculators.export.hazard.GmfCollection(sitecol, imts, ruptures, investigation_time)[source]

Bases: object

Object converting the parameters

Parameters:
  • sitecol – SiteCollection
  • ruptures – ruptures
  • investigation_time – investigation time

into an object with the right form for the EventBasedGMFXMLWriter. Iterating over a GmfCollection yields GmfSet objects.

class openquake.calculators.export.hazard.GmfSet(gmfset, investigation_time, ses_idx)[source]

Bases: object

Small wrapper around the list of Gmf objects associated to the given SES.

class openquake.calculators.export.hazard.GroundMotionField(imt, sa_period, sa_damping, rupture_id, gmf_nodes)[source]

Bases: object

The Ground Motion Field generated by the given rupture

class openquake.calculators.export.hazard.GroundMotionFieldNode(gmv, loc)[source]

Bases: object

class openquake.calculators.export.hazard.HazardCurve(location, poes)

Bases: tuple

location

Alias for field number 0

poes

Alias for field number 1

class openquake.calculators.export.hazard.HazardMap(lon, lat, iml)

Bases: tuple

iml

Alias for field number 2

lat

Alias for field number 1

lon

Alias for field number 0

class openquake.calculators.export.hazard.Location(xyz)[source]

Bases: object

class openquake.calculators.export.hazard.Rup(eid, ses_idx, indices, gmfa)

Bases: tuple

eid

Alias for field number 0

gmfa

Alias for field number 3

indices

Alias for field number 2

ses_idx

Alias for field number 1

class openquake.calculators.export.hazard.UHS(imls, location)

Bases: tuple

imls

Alias for field number 0

location

Alias for field number 1

openquake.calculators.export.hazard.add_imt(fname, imt)[source]
>>> add_imt('/path/to/hcurve_23.csv', 'SA(0.1)')
'/path/to/hcurve-SA(0.1)_23.csv'
openquake.calculators.export.hazard.build_hcurves(getter, imtls, monitor)[source]
openquake.calculators.export.hazard.export_disagg_csv(ekey, dstore)[source]
openquake.calculators.export.hazard.export_disagg_xml(ekey, dstore)[source]
openquake.calculators.export.hazard.export_fullreport(ekey, dstore)[source]
openquake.calculators.export.hazard.export_gmf(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.hazard.export_gmf_data_csv(ekey, dstore)[source]
openquake.calculators.export.hazard.export_gmf_scenario_csv(ekey, dstore)[source]
openquake.calculators.export.hazard.export_gmf_scenario_npz(ekey, dstore)[source]
openquake.calculators.export.hazard.export_gmf_xml(key, dest, sitecol, imts, ruptures, rlz, investigation_time)[source]
Parameters:
  • key – output_type and export_type
  • dest – name of the exported file
  • sitecol – the full site collection
  • imts – the list of intensity measure types
  • ruptures – an ordered list of ruptures
  • rlz – a realization object
  • investigation_time – investigation time (None for scenario)
openquake.calculators.export.hazard.export_hazard_csv(key, dest, sitemesh, pmap, imtls, comment)[source]

Export the curves of the given realization into CSV.

Parameters:
  • key – output_type and export_type
  • dest – name of the exported file
  • sitemesh – site collection
  • pmap – a ProbabilityMap
  • imtls (dict) – intensity measure types and levels
  • comment – comment to use as header of the exported CSV file
openquake.calculators.export.hazard.export_hazard_npz(ekey, dstore)[source]
openquake.calculators.export.hazard.export_hcurves_by_imt_csv(key, kind, rlzs_assoc, fname, sitecol, pmap, oq)[source]

Export the curves of the given realization into CSV.

Parameters:
  • key – output_type and export_type
  • kind – a string with the kind of output (realization or statistics)
  • rlzs_assoc – a openquake.commonlib.source.RlzsAssoc instance
  • fname – name of the exported file
  • sitecol – site collection
  • pmap – a probability map
  • oq – job.ini parameters
openquake.calculators.export.hazard.export_hcurves_csv(ekey, dstore)[source]

Exports the hazard curves into several .csv files

Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.hazard.export_hcurves_xml_json(ekey, dstore)[source]
openquake.calculators.export.hazard.export_hmaps_xml_json(ekey, dstore)[source]
openquake.calculators.export.hazard.export_realizations(ekey, dstore)[source]
openquake.calculators.export.hazard.export_ruptures_csv(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.hazard.export_ruptures_xml(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.hazard.export_sourcegroups(ekey, dstore)[source]
openquake.calculators.export.hazard.export_uhs_xml(ekey, dstore)[source]
openquake.calculators.export.hazard.get_kkf(ekey)[source]
Parameters:ekey – export key, for instance (‘uhs/rlz-1’, ‘xml’)
Returns:key, kind and fmt from the export key, i.e. ‘uhs’, ‘rlz-1’, ‘xml’
openquake.calculators.export.hazard.get_metadata(realizations, kind)[source]
Parameters:
  • realizations (list) – realization objects
  • kind (str) – kind of data, i.e. a key in the datastore
Returns:

a dictionary with smlt_path, gsimlt_path, statistics, quantile_value
openquake.calculators.export.hazard.hazard_curve_name(dstore, ekey, kind, rlzs_assoc)[source]
Parameters:
  • calc_id – the calculation ID
  • ekey – the export key
  • kind – the kind of key
  • rlzs_assoc – a RlzsAssoc instance
openquake.calculators.export.hazard.save_disagg_to_csv(metadata, matrices)[source]

Save disaggregation matrices to multiple .csv files.

openquake.calculators.export.risk module

class openquake.calculators.export.risk.AggCurve(losses, poes, average_loss, stddev_loss)

Bases: tuple

average_loss

Alias for field number 2

losses

Alias for field number 0

poes

Alias for field number 1

stddev_loss

Alias for field number 3

class openquake.calculators.export.risk.Location(x, y)[source]

Bases: object

class openquake.calculators.export.risk.Output(ltype, path, array)

Bases: tuple

array

Alias for field number 2

ltype

Alias for field number 0

path

Alias for field number 1

openquake.calculators.export.risk.add_quotes(values)[source]
openquake.calculators.export.risk.build_damage_array(data, damage_dt)[source]
Parameters:
  • data – an array of length N with fields ‘mean’ and ‘stddev’
  • damage_dt – a damage composite data type loss_type -> states
Returns:

a composite array of length N and dtype damage_dt
openquake.calculators.export.risk.build_damage_dt(dstore, mean_std=True)[source]
Parameters:
  • dstore – a datastore instance
  • mean_std – a flag (default True)
Returns:

a composite dtype loss_type -> (mean_ds1, stdv_ds1, …) or loss_type -> (ds1, ds2, …) depending on the flag mean_std
openquake.calculators.export.risk.export_agg_curve_rlzs(ekey, dstore)[source]
openquake.calculators.export.risk.export_agg_losses_ebr(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.risk.export_agglosses(ekey, dstore)[source]
openquake.calculators.export.risk.export_all_losses_npz(ekey, dstore)[source]
openquake.calculators.export.risk.export_asset_loss_table(ekey, dstore)[source]

Export in parallel the asset loss table from the datastore.

NB1: for large calculation this may run out of memory NB2: due to an heisenbug in the parallel reading of .hdf5 files this works reliably only if the datastore has been created by a different process

The recommendation is: do not use this exporter: rather, study its source code and write what you need. Every postprocessing is different.

openquake.calculators.export.risk.export_avg_losses(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.risk.export_bcr_map(ekey, dstore)[source]
openquake.calculators.export.risk.export_damages_csv(ekey, dstore)[source]
openquake.calculators.export.risk.export_dmg_by_asset_csv(ekey, dstore)[source]
openquake.calculators.export.risk.export_dmg_by_asset_npz(ekey, dstore)[source]
openquake.calculators.export.risk.export_dmg_by_tag_csv(ekey, dstore)[source]
openquake.calculators.export.risk.export_dmg_totalcsv(ekey, dstore)[source]
openquake.calculators.export.risk.export_loss_curves(ekey, dstore)[source]
openquake.calculators.export.risk.export_loss_curves_stats(ekey, dstore)[source]
openquake.calculators.export.risk.export_loss_maps_csv(ekey, dstore)[source]
openquake.calculators.export.risk.export_loss_maps_npz(ekey, dstore)[source]
openquake.calculators.export.risk.export_losses_by_asset(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.risk.export_losses_by_asset_npz(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.risk.export_losses_by_event(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.risk.export_maxloss_ruptures(ekey, dstore)[source]
Parameters:
  • ekey – export key, i.e. a pair (datastore key, fmt)
  • dstore – datastore object
openquake.calculators.export.risk.get_loss_maps(dstore, kind)[source]
Parameters:
  • dstore – a DataStore instance
  • kind – ‘rlzs’ or ‘stats’
openquake.calculators.export.risk.get_loss_ratios(lrgetter, monitor)[source]
openquake.calculators.export.risk.get_paths(rlz)[source]
Parameters:rlz – a logic tree realization (composite or simple)
Returns:a dict {‘source_model_tree_path’: string, ‘gsim_tree_path’: string}
openquake.calculators.export.risk.get_rup_data(ebruptures)[source]
openquake.calculators.export.risk.indices(*sizes)[source]

Module contents

exception openquake.calculators.export.MissingExporter[source]

Bases: Exception

Raised when there is not exporter for the given pair (dskey, fmt)

openquake.calculators.export.export_csv(ekey, dstore)[source]

Default csv exporter for arrays stored in the output.hdf5 file

Parameters:
  • ekey – export key
  • dstore – datastore object
Returns:

a list with the path of the exported file
openquake.calculators.export.keyfunc(ekey)[source]

Extract the name before the colons:

>>> keyfunc(('agg_loss_table', 'csv'))
('agg_loss_table', 'csv')
>>> keyfunc(('agg_loss_table/1', 'csv'))
('agg_loss_table', 'csv')
>>> keyfunc(('agg_loss_table/1/0', 'csv'))
('agg_loss_table', 'csv')