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26.0 12.0 42.0 30 MB

Toy UK windstorm model

Home Page: https://oasislmf.github.io

License: BSD 2-Clause "Simplified" License

Python 73.28% Jupyter Notebook 23.07% Shell 0.64% Makefile 3.00%

oasispiwind's Introduction

Oasis PiWind

Toy UK windstorm model.

Cloning the repository

You can clone this repository from GitHub.

Running via the Oasis MDK

The Oasis model development kit (MDK) is a Python package which provides a command line interface (CLI) for developing and running models using the Oasis framework. It can be installed via the Python package installer pip (or pip3 for Python 3). The PiWind repository contains a JSON configuration file that allows the PiWind model to be run via the MDK.

Using the configuration file an end-to-end analysis can be executed using the command:

oasislmf model run -C oasislmf.json

Files will be generated by default in a UTC timestamped folder named runs/ProgOasis-<UTC timestamp> in your working directory.

oasispiwind's People

Contributors

Stargazers

Watchers

Forkers

mpinkerton-oasis dulithag elliotjh nakshthakur shanghaidante jonathanbethel cdlhub nikhilrajrs jbdatascience mavericky10 infoimlo noemiborbely mattdonovan82 enso9 tarikkzc luxizhou pslh smacintyrer macabuag robert-wright vvatsa cxoxuxrxaxgxe lgchemer ravi-iimb maynard572 wcarthur aamirofficiall dholdaway francho3 barsegia lgong-rms clfathom sambles shaystrong harikesanucl stjordanis if-support adisaljusi yasminghd vijayagril vijayagril1 lordtahdus

oasispiwind's Issues

Makefile in https://github.com/OasisLMF/OasisPiWind/tree/master/model_data/PiWind outdated

quantile.bin is not among the targets
occurrence_lt is called occurrence

Warnings raised during installation

When pip installing the requirements the following warnings are reported. The MDK commands still run.

oasislmf 1.3.3 has requirement pandas>=0.24.0, but you'll have pandas 0.22.0 which is incompatible.
oasislmf 1.3.3 has requirement requests>=2.20.0, but you'll have requests 2.18.4 which is incompatible.
oasislmf 1.3.3 has requirement shapely>=1.6.4.post1, but you'll have shapely 1.5.13 which is incompatible.

CI retry not working when waiting for model to become ready

The r.raise_for_status() call might be triggering an exception which prevents urllib3.util.retry from running the retry.

Switch assert oasis_client.models.get(1) to calling the URL directly, without the oasis-client, like here:

OasisPiWind/tests/modelcheck.py

Lines 79 to 80 in c1c116f

    
           api_url = f"http://{server.hostname}:{server.host_port}" 
        
           assert request_session.get(f"{api_url}/healthcheck/")

tests/modelcheck.py:90: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/oasislmf/platform_api/client.py:48: in get
    return self.session.get(urljoin(self.url_endpoint, f'{ID}/'))
/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/oasislmf/platform_api/session.py:158: in get
    raise e
/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/oasislmf/platform_api/session.py:151: in get
    r.raise_for_status()
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <Response [404]>

    def raise_for_status(self):
        """Raises :class:`HTTPError`, if one occurred."""
    
        http_error_msg = ""
        if isinstance(self.reason, bytes):
            # We attempt to decode utf-8 first because some servers
            # choose to localize their reason strings. If the string
            # isn't utf-8, we fall back to iso-8859-1 for all other
            # encodings. (See PR #3538)
            try:
                reason = self.reason.decode("utf-8")
            except UnicodeDecodeError:
                reason = self.reason.decode("iso-8859-1")
        else:
            reason = self.reason
    
        if 400 <= self.status_code < 500:
            http_error_msg = (
                f"{self.status_code} Client Error: {reason} for url: {self.url}"
            )
    
        elif 500 <= self.status_code < 600:
            http_error_msg = (
                f"{self.status_code} Server Error: {reason} for url: {self.url}"
            )
    
        if http_error_msg:
>           raise HTTPError(http_error_msg, response=self)
E           requests.exceptions.HTTPError: 404 Client Error: Not Found for url: http://0.0.0.0:8000/V1/models/1/

allocation rule set to 1 in image

update the oasislmf_deploy.json file to set the allocation rule to 1 in the published image

Error running running_piwind.ipynb with python 3.5.5

In running running_piwind.ipynb, with python 3.5.5 and Jupyter notebook 4.2.3

For cell 16:

! rm -rf /tmp/analysis_test
! oasislmf model run -C oasislmf.json -r /tmp/analysis_test

the following error:

Creating temporary folder /tmp/analysis_test/tmp for Oasis files
Getting model info and creating lookup service instance
STARTED: keys_server.PiWind.PiWindKeysLookup.__init__
STARTED: oasislmf.keys.lookup.__init__
COMPLETED: oasislmf.keys.lookup.__init__ in 0.0s
COMPLETED: keys_server.PiWind.PiWindKeysLookup.__init__ in 0.05s
	{'model_id': 'PiWind', 'supplier_id': 'OasisLMF', 'model_version_id': '0.0.0.1'}, <keys_server.PiWind.PiWindKeysLookup.PiWindKeysLookup object at 0x7f385d007be0>
Creating Oasis model object
	<class 'oasislmf.models.model.OasisModel'>: {'_model_version_id': '0.0.0.1', '_model_id': 'PiWind', '_supplier_id': 'OasisLMF', '_key': 'OasisLMF/PiWind/0.0.0.1', '_resources': {'canonical_exposures_profile': {'WSCV5VAL': {}, 'COUNTYCODE': {}, 'YEARUPGRAD': {}, 'WSCV5DED': {}, 'WSCV7LIMIT': {}, 'NUMBLDGS': {}, 'BLDGCLASS': {}, 'WSCV1LIMIT': {'PerilID': 1, 'FMTermGroupID': 1, 'CoverageTypeID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Limit', 'ProfileElementName': 'WSCV1LIMIT', 'FMLevel': 1, 'FMLevelName': 'Coverage', 'FieldName': 'CoverageLimit'}, 'COND1NAME': {'FieldName': 'SubLimitReference', 'ProfileElementName': 'COND1NAME'}, 'COND1TYPE': {}, 'WSCV3DED': {}, 'COND1DEDUCTIBLE': {'DeductibleType': 'B', 'FMTermGroupID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Deductible', 'ProfileElementName': 'COND1DEDUCTIBLE', 'FMLevel': 4, 'FMLevelName': 'Sublimit', 'FieldName': 'SubLimitDeductible'}, 'CITYCODE': {}, 'WSCV1VAL': {'PerilID': 1, 'FMTermGroupID': 1, 'CoverageTypeID': 1, 'ProfileType': 'Loc', 'FMTermType': 'TIV', 'ProfileElementName': 'WSCV1VAL', 'FMLevel': 1, 'FMLevelName': 'Coverage', 'FieldName': 'TIV'}, 'POSTALCODE': {}, 'WSSITELIM': {'FMTermGroupID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Limit', 'ProfileElementName': 'WSSITELIM', 'FMLevel': 3, 'FMLevelName': 'Site', 'FieldName': 'SiteLimit'}, 'ADDRMATCH': {}, 'LATITUDE': {}, 'WSCV2VAL': {}, 'ROOFGEOM': {}, 'CNTRYCODE': {}, 'WSCV6LIMIT': {}, 'WSCV3LIMIT': {}, 'WSCV8DED': {}, 'WSCV9DED': {}, 'WSCV4LIMIT': {'PerilID': 1, 'FMTermGroupID': 2, 'CoverageTypeID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Limit', 'ProfileElementName': 'WSCV4LIMIT', 'FMLevel': 1, 'FMLevelName': 'Coverage', 'FieldName': 'CoverageLimit'}, 'COND1LIMIT': {'FMTermGroupID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Limit', 'ProfileElementName': 'COND1LIMIT', 'FMLevel': 4, 'FMLevelName': 'Sublimit', 'FieldName': 'SubLimitLimit'}, 'WSCV7VAL': {}, 'WSCV9LIMIT': {}, 'CNTRYSCHEME': {}, 'STATE': {}, 'WSCV9VAL': {}, 'CITY': {}, 'WSCOMBINEDDED': {'DeductibleType': 'B', 'FMTermGroupID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Deductible', 'ProfileElementName': 'WSCOMBINEDDED', 'FMLevel': 2, 'FMLevelName': 'Combined', 'FieldName': 'CombinedDeductible'}, 'WSCV2DED': {}, 'WSCV3VAL': {}, 'LOCNUM': {}, 'WSCV1DED': {'PerilID': 1, 'DeductibleType': 'B', 'CoverageTypeID': 1, 'FMTermGroupID': 1, 'FMTermType': 'Deductible', 'ProfileElementName': 'WSCV1DED', 'ProfileType': 'Loc', 'FMLevel': 1, 'FMLevelName': 'Coverage', 'FieldName': 'CoverageDeductible'}, 'OCCSCHEME': {}, 'WSCV5LIMIT': {}, 'WSCV6DED': {}, 'WSCV4DED': {'PerilID': 1, 'DeductibleType': 'B', 'CoverageTypeID': 1, 'FMTermGroupID': 2, 'FMTermType': 'Deductible', 'ProfileElementName': 'WSCV4DED', 'ProfileType': 'Loc', 'FMLevel': 1, 'FMLevelName': 'Coverage', 'FieldName': 'CoverageDeductible'}, 'YEARBUILT': {}, 'WSCV2LIMIT': {}, 'WSCV10LMT': {}, 'WSCV4VAL': {'PerilID': 1, 'FMTermGroupID': 2, 'CoverageTypeID': 1, 'ProfileType': 'Loc', 'FMTermType': 'TIV', 'ProfileElementName': 'WSCV4VAL', 'FMLevel': 1, 'FMLevelName': 'Coverage', 'FieldName': 'TIV'}, 'STATECODE': {}, 'COUNTRY': {}, 'OCCTYPE': {}, 'WSCV6VAL': {}, 'WSCV10DED': {}, 'BLDGSCHEME': {}, 'WSCV8LIMIT': {}, 'NUMSTORIES': {}, 'COUNTRYGEOID': {}, 'WSSITEDED': {'DeductibleType': 'B', 'FMTermGroupID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Deductible', 'ProfileElementName': 'WSSITEDED', 'FMLevel': 3, 'FMLevelName': 'Site', 'FieldName': 'SiteDeductible'}, 'WSCV10VAL': {}, 'WSCV7DED': {}, 'ACCNTNUM': {'FieldName': 'AccountNumber', 'ProfileType': 'Loc', 'ProfileElementName': 'ACCNTNUM'}, 'WSCV8VAL': {}, 'ROW_ID': {'FieldName': 'LocationID', 'ProfileType': 'Loc', 'ProfileElementName': 'ROW_ID'}, 'WSCOMBINEDLIM': {'FMTermGroupID': 1, 'ProfileType': 'Loc', 'FMTermType': 'Limit', 'ProfileElementName': 'WSCOMBINEDLIM', 'FMLevel': 2, 'FMLevelName': 'Combined', 'FieldName': 'CombinedLimit'}, 'COUNTY': {}, 'LONGITUDE': {}, 'CRESTA': {}}, 'source_exposures_validation_file_path': '/home/bloemkoli/OasisPiWind/flamingo/PiWind/Files/ValidationFiles/Generic_Windstorm_SourceLoc.xsd', 'oasis_files_path': '/tmp/analysis_test/tmp', 'lookup': <keys_server.PiWind.PiWindKeysLookup.PiWindKeysLookup object at 0x7f385d007be0>, 'source_exposures_file_path': '/home/bloemkoli/OasisPiWind/tests/data/SourceLocPiWind10K.csv', 'canonical_exposures_validation_file_path': '/home/bloemkoli/OasisPiWind/flamingo/PiWind/Files/ValidationFiles/Generic_Windstorm_CanLoc_B.xsd', 'canonical_exposures_profile_json_path': '/home/bloemkoli/OasisPiWind/oasislmf-piwind-canonical-loc-profile.json', 'source_to_canonical_exposures_transformation_file_path': '/home/bloemkoli/OasisPiWind/flamingo/PiWind/Files/TransformationFiles/MappingMapToGeneric_Windstorm_CanLoc_A.xslt', 'oasis_files_pipeline': <class 'oasislmf.exposures.pipeline.OasisFilesPipeline'>: {'_model_exposures_file_path': None, '_model_key': 'OasisLMF/PiWind/0.0.0.1', '_oasis_files': {'gulsummaryxref': None, 'coverages': None, 'items': None}, '_items_file_path': None, '_source_exposures_file_path': None, '_keys_error_file_path': None, '_gulsummaryxref_file_path': None, '_coverages_file_path': None, '_canonical_exposures_file_path': None, '_keys_file_path': None, '_file_paths': ('source_exposures_file_path', 'canonical_exposures_file_path', 'model_exposures_file_path', 'keys_file_path', 'keys_error_file_path', 'items_file_path', 'coverages_file_path', 'gulsummaryxref_file_path')}, 'canonical_to_model_exposures_transformation_file_path': '/home/bloemkoli/OasisPiWind/flamingo/PiWind/Files/TransformationFiles/MappingMapTopiwind_modelloc.xslt'}}: OasisLMF/PiWind/0.0.0.1
Setting up Oasis files directory for model OasisLMF/PiWind/0.0.0.1
Generating Oasis files for model
Checking output files directory exists for model
Checking for source exposures file
Copying source exposures file to input files directory
Generating canonical exposures file /tmp/analysis_test/tmp/canexp-20180620134838.csv
Generating model exposures file /tmp/analysis_test/tmp/modexp-20180620134838.csv
Generating keys file /tmp/analysis_test/tmp/oasiskeys-20180620134838.csv and keys error file /tmp/analysis_test/tmp/oasiskeys-errors-20180620134838.csv
keys_file_path=/tmp/analysis_test/tmp/oasiskeys-20180620134838.csv, keys_error_file_path=/tmp/analysis_test/tmp/oasiskeys-errors-20180620134838.csv
keys=<generator object OasisKeysLookupFactory.get_keys at 0x7f385cfaeeb8>
STARTED: keys_server.PiWind.PiWindKeysLookup.process_locations
COMPLETED: keys_server.PiWind.PiWindKeysLookup.process_locations in 0.0s
Generating Oasis files for model
Traceback (most recent call last):
  File "/home/bloemkoli/anaconda3/bin/oasislmf", line 7, in <module>
    sys.exit(RootCmd().run())
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/oasislmf/cmd/root.py", line 36, in run
    return super(OasisBaseCommand, self).run(args=args)
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/argparsetree/cmd.py", line 159, in run
    return cmd_cls(sub_command_name).run(args)
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/argparsetree/cmd.py", line 159, in run
    return cmd_cls(sub_command_name).run(args)
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/argparsetree/cmd.py", line 161, in run
    return self.action(args) or 0
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/oasislmf/cmd/model.py", line 621, in action
    gen_oasis_files_cmd.action(args)
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/oasislmf/cmd/model.py", line 407, in action
    logger=self.logger,
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/oasislmf/exposures/manager.py", line 687, in start_files_pipeline
    return self.generate_oasis_files(oasis_model=oasis_model, **kwargs)
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/oasislmf/exposures/manager.py", line 594, in generate_oasis_files
    data_frame = self.load_master_data_frame(**kwargs)
  File "/home/bloemkoli/anaconda3/lib/python3.5/site-packages/oasislmf/exposures/manager.py", line 464, in load_master_data_frame
    [v for v in six.itervalues(canonical_exposures_profile) if v and v.get('FieldName').lower() == 'tiv']
TypeError: unorderable types: dict() < dict()

Sandeep Murthy from the oasislmf team indicated to me that:

This appears to be an error caused by this line (#463 in oasislmf/exposures/manager.py)
tiv_fields = tuple(sorted(
    [v for v in six.itervalues(canonical_exposures_profile) if v and v.get('FieldName').lower() == 'tiv']
  ))
So the sort operation is on a list of dicts and it appears as if dicts cannot be so ordered in Python 3,
unlike Python 2 where this causes no problems.

Cannot clone submodules.

PiWind README is specifying --recursive in order to clone the repository. However, submodules are not accessible. Is there a plan to open source them in a near future? Thank you.

$ git clone --recursive [email protected]:OasisLMF/OasisPiWind.git
Cloning into 'OasisPiWind'...
...
Submodule 'oasis_build_utils' (git+ssh://[email protected]/OasisLMF/oasis_build_utils) registered for path 'oasis_build_utils'
...
ERROR: Repository not found.
fatal: Could not read from remote repository.

Please make sure you have the correct access rights
and the repository exists.
...
Failed to clone 'oasis_build_utils' a second time, aborting

Running PiWind via MDK

Continuation of OasisLMF/OasisLMF#94

Update PiWind CI checks to include all of the output reports

Issue OasisLMF/OasisLMF#1283 was missed and released into production because the pltcalc report is not set in the example PiWind tests.

Add an extra test which runs all the output reports so this won't reoccur

Remove deprecated structure

Remove deprecated structure. Specifically:

Flamingo
src/model_execution_worker/OasisLMF/supplier_model_runner.py

Review rest of repo to make sure it is current.

Issues with vulnerability file

Validating vulnerability file yields following errors:

$ vulnerabilitytocsv < vulnerability.bin | validatevulnerability 
Vulnerability ID 1: 29 out of 58 intensity bins present
Vulnerability ID 2: 29 out of 58 intensity bins present
Vulnerability ID 3: 29 out of 58 intensity bins present
Vulnerability ID 4: 29 out of 58 intensity bins present
Vulnerability ID 5: 29 out of 58 intensity bins present
Vulnerability ID 6: 29 out of 58 intensity bins present
Some checks have failed. Please edit input file.

Add tests for gulmc

Duplicate some of the Gulpy + modelpy testing using gulmc

How to install multiple model files?

PiWind demo model files are copied to flamingo_share/model_data directory. Model files used by ktools have standard names.

How can we add another model to the same server without overriding existing model files?

New PiWind release needed

PiWind OED Input files have been updated in develop branch. They need to be released to fix an error in fmcalc when running latest oasislmf against PiWind master or latest release. Also needs testing.
Issue first raised in
OasisLMF/OasisLMF#312
And by two members

Broken link in README.md

The link to the JSON configuration file in the README currently points to https://github.com/OasisLMF/OasisPiWind/blob/develop/keys_data/PiWind/lookup.json but this is broken.

Binder fails to run `oasislmf`

running_piwind.ipynb in Binder fails to run the line:

oasislmf model run -C oasislmf.json -r /tmp/analysis_test

returning:

Starting model run (@ 2019-Feb-21 08:42:51)

Creating Oasis files directory /tmp/analysis_test/input/csv
source_exposure_file_path could not be found in the command args or config file (/home/jovyan/oasislmf.json) but is required

This results in the visulisation in the next code block failing with

IOError: File /tmp/analysis_test/output/gul_S1_leccalc_full_uncertainty_aep.csv does not exist

update exposures to be valid oed format

Added update expected results option to CI workflow

Add --update-results flag to pytest, this should bypass the output checks and instead extract the result tars to the expected output directories.

Setting an option on a manual job trigger update-results=True should use pytest_opts to pass that option to pytest

OasisPiWind/.github/workflows/integration.yml

Lines 74 to 77 in 6b0dd47

    
           pytest_opts: 
        
             description: 'pass extra options to pytest' 
        
             required: false 
        
             type: string

OasisPiWind/.github/workflows/test.yml

Lines 122 to 129 in 6b0dd47

    
           with: 
        
             piwind_branch: ${{ needs.params.outputs.piwind_branch }} 
        
             ods_package: ${{ needs.params.outputs.ods_package }} 
        
             oasislmf_package: ${{ needs.params.outputs.oasislmf_package }} 
        
             oasislmf_branch: ${{ needs.params.outputs.oasislmf_branch }} 
        
             worker_tag: ${{ needs.params.outputs.platform_version }} 
        
             server_tag: ${{ needs.params.outputs.platform_version }} 
        
             debug_mode: 0

    with:
      pytest_opts: '--update-results'
        ..

See: #119 (comment) and #119 (comment)

Output losses divided on Coverage Type

Can we have losses on Coverage Types? Like one loss for Business Interruption and other for Content of Building and Business Interruption?

Example exposure files - not to spec

Cannot build PiWind keys server

Hello,

I am trying to build and run the PiWind model by following the steps given in the documentation. However, I cannot seem to build the keys server docker image.

Sending build context to Docker daemon  9.212MB
Step 1/24 : FROM coreoasis/oasis_base:latest
pull access denied for coreoasis/oasis_base, repository does not exist or may require 'docker login'

I assume that I need to build/get the coreoasis/oasis_base:latest image first but I have no idea regarding how to build or get that. Is there any link to a documentation that would solve this issue?

Cheers,
Tahiry

OS: ubuntu 17.20
Docker: 17.12.1

Edit:
I cannot find the coreoasis/oasis_base repo here.

No `InuringPriority` column in the test RI info. file

@johcarter The test RI info. file that you added

https://github.com/OasisLMF/OasisPiWind/blob/master/tests/data/SourceReinsInfoOEDPiWind.csv

doesn't contain a column named InuringPriority, which is referenced in the RI module in the MDK

https://github.com/OasisLMF/OasisLMF/blob/develop/oasislmf/exposures/reinsurance_layer.py#L44

This is causing the Oasis files generation command to fail, which means the model run command fails.

...
Writing GUL files

Writing FM files
Generating reinsurance files
Traceback (most recent call last):
...
  File "/Users/srm/Documents/sandeep/cst/dev/oasis/OasisLMF/oasislmf-venv/src/oasislmf/oasislmf/cmd/model.py", line 641, in action
    oasis_fp
  File "/Users/srm/Documents/sandeep/cst/dev/oasis/OasisLMF/oasislmf-venv/src/oasislmf/oasislmf/exposures/reinsurance_layer.py", line 109, in generate_files_for_reinsurance
    for inuring_priority in range(1, ri_info_df['InuringPriority'].max() + 1):
  File "/Users/srm/Documents/sandeep/cst/dev/oasis/OasisLMF/oasislmf-venv/lib/python2.7/site-packages/pandas/core/frame.py", line 2139, in __getitem__
    return self._getitem_column(key)
  File "/Users/srm/Documents/sandeep/cst/dev/oasis/OasisLMF/oasislmf-venv/lib/python2.7/site-packages/pandas/core/frame.py", line 2146, in _getitem_column
    return self._get_item_cache(key)
  File "/Users/srm/Documents/sandeep/cst/dev/oasis/OasisLMF/oasislmf-venv/lib/python2.7/site-packages/pandas/core/generic.py", line 1842, in _get_item_cache
    values = self._data.get(item)
  File "/Users/srm/Documents/sandeep/cst/dev/oasis/OasisLMF/oasislmf-venv/lib/python2.7/site-packages/pandas/core/internals.py", line 3843, in get
    loc = self.items.get_loc(item)
  File "/Users/srm/Documents/sandeep/cst/dev/oasis/OasisLMF/oasislmf-venv/lib/python2.7/site-packages/pandas/core/indexes/base.py", line 2527, in get_loc
    return self._engine.get_loc(self._maybe_cast_indexer(key))
  File "pandas/_libs/index.pyx", line 117, in pandas._libs.index.IndexEngine.get_loc
  File "pandas/_libs/index.pyx", line 139, in pandas._libs.index.IndexEngine.get_loc
  File "pandas/_libs/hashtable_class_helper.pxi", line 1265, in pandas._libs.hashtable.PyObjectHashTable.get_item
  File "pandas/_libs/hashtable_class_helper.pxi", line 1273, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 'InuringPriority'

These kinds of errors can be avoided by having robust code which uses metadata, rather than hardcoded column names, to process the RI source data. The RI backend code should really be using an RI profile, similar to the canonical profiles or aggregation profiles used in the exposure manager. But the RI implementation isn't mine, so I will leave it at that.

PiWind postcode model

Features to add;

Tasks

Beta Give feedback

Model files for vulnerability uncertainty
Postcode aggregate footprint containing intensity uncertainty
Postcode lookup in keys logic
Hierarchal areaperil lookup (lat-lon, then postcode) (NOT DONE)
Correlation settings in model_settings.json
Exposure Pre-Analysis hook for enhanced disaggregation
Exposures with NumberOfBuildings > 1 and IsAggregate =1
Documentation
Options

OED MDK configuration

An OED version of the MDK configuration file (oasislmf.json) is required to run PiWind using OED data.

Multi-peril multi-coverage numerical testing for Oasis platform control results set

Ben to triage

How can we generate location level loss for PI wind? like if my one location had TIV of 2000$ then how can I generate loss only particular to that loc?

Add a check to pytest to make sure model_settings was posted

After model reg, check the return from models/{id}/settings exists

PiWind OED files do not match OasisLMF format expectations

The PiWind OED files contain non-string values in the AccNumber and LocNumber columns. When OasisLMF reads these files, it attempts to read these columns as integers, and fails to convert e.g. "L1".

Additionally, SourceLocOEDPiWind2 is missing the PortNumber column.

Happy to submit a PR with versions that do run successfully, but perhaps it's that OasisLMF that needs the changes, not the files.

	api_url = f"http://{server.hostname}:{server.host_port}"
	assert request_session.get(f"{api_url}/healthcheck/")

	pytest_opts:
	description: 'pass extra options to pytest'
	required: false
	type: string

	with:
	piwind_branch: ${{ needs.params.outputs.piwind_branch }}
	ods_package: ${{ needs.params.outputs.ods_package }}
	oasislmf_package: ${{ needs.params.outputs.oasislmf_package }}
	oasislmf_branch: ${{ needs.params.outputs.oasislmf_branch }}
	worker_tag: ${{ needs.params.outputs.platform_version }}
	server_tag: ${{ needs.params.outputs.platform_version }}
	debug_mode: 0