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feat: 595 adaptation run and combine losses and damages #616

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48326b5
chore: extend config and reader
ArdtK Nov 27, 2024
84f599d
chore: add/correct attributes of config data
ArdtK Nov 27, 2024
2954acf
chore: extend reader with options
ArdtK Nov 27, 2024
69015a8
chore: add adaptation property and extend test
ArdtK Nov 27, 2024
88af277
chore: first changes
ArdtK Nov 27, 2024
2b70a23
chore: add adaptation to enum
ArdtK Nov 27, 2024
bdbc35a
Merge branch 'feat/604-adaptation-extend-analysis-config-dataclass-an…
ArdtK Nov 27, 2024
ed85cca
chore: extend classes
ArdtK Nov 28, 2024
e84e8b2
chore: put adaptation in separate enum
ArdtK Nov 28, 2024
825d2b1
Merge branch 'feat/604-adaptation-extend-analysis-config-dataclass-an…
ArdtK Nov 28, 2024
befdfa8
chore: add get_analysis
ArdtK Nov 28, 2024
4bab16c
chore: remove no_intervention from config
ArdtK Nov 28, 2024
a4c6d24
chore: rename no_intervention to no_adaptation
ArdtK Nov 28, 2024
47c94fc
Delete ra2ce/analysis/adaptation/adaptation_option_collection.py
ArdtK Nov 28, 2024
b00ba88
chore: restore no_adaptation_option
ArdtK Nov 28, 2024
214582a
Merge branch 'feat/604-adaptation-extend-analysis-config-dataclass-an…
ArdtK Nov 28, 2024
d23492b
Merge branch 'feat/604-adaptation-extend-analysis-config-dataclass-an…
ArdtK Nov 28, 2024
c1dee8b
chore: expand logic and add tests
ArdtK Nov 28, 2024
d11c58c
chore: add losses analysis name to config
ArdtK Nov 28, 2024
e7826df
Merge branch 'feat/604-adaptation-extend-analysis-config-dataclass-an…
ArdtK Nov 28, 2024
61e09a1
chore: take losses_analysis from config
ArdtK Nov 28, 2024
60a349f
chore: fix test
ArdtK Nov 28, 2024
af07a89
test: add tests
ArdtK Nov 28, 2024
3f49320
chore: fix logic for paths
ArdtK Nov 28, 2024
75f3117
chore: small changes
ArdtK Nov 28, 2024
1fc6161
Merge branch 'master' into feat/592-adaptation-create-class-adaptatio…
ArdtK Nov 28, 2024
03be931
test: add test data
ArdtK Nov 28, 2024
4cbdd1c
chore: small change of folders
ArdtK Nov 28, 2024
cda391a
chore: small changes to paths
ArdtK Nov 28, 2024
9c06029
chore: small ini change
ArdtK Nov 28, 2024
7485c06
chore: typo
ArdtK Nov 28, 2024
5c9e0fb
chore: create class and extend factory
ArdtK Nov 28, 2024
7a0223f
test: fix failing tests
ArdtK Nov 28, 2024
26863c4
Merge branch 'feat/592-adaptation-create-class-adaptationoptioncollec…
ArdtK Nov 28, 2024
6254a5d
Merge branch 'master' into feat/584-adaptation-run-a-cost-analysis
ArdtK Nov 28, 2024
a76027f
chore: remove VAT
ArdtK Nov 29, 2024
50be217
chore: add cost calculation
ArdtK Nov 29, 2024
4c0c20b
chore: process review comments
ArdtK Nov 29, 2024
16edc1d
chore: process review comments
ArdtK Nov 29, 2024
1cd3433
merge master
ArdtK Nov 29, 2024
72c9b22
Merge branch 'feat/592-adaptation-create-class-adaptationoptioncollec…
ArdtK Nov 29, 2024
0368840
chore: fix issues
ArdtK Nov 29, 2024
1e1fb5b
chore: fix test
ArdtK Nov 29, 2024
3f42bce
test: add output_graph files
ArdtK Nov 29, 2024
4bcdc28
test: remove test
ArdtK Nov 29, 2024
f13eb06
empty commit
ArdtK Nov 29, 2024
a8c4b56
chore: process review comments
ArdtK Nov 29, 2024
de0e7ed
chore: add base_network in the factory
ArdtK Nov 29, 2024
f831e28
chore: add cost calculation
ArdtK Nov 29, 2024
8465254
chore: rename collection attribute
ArdtK Nov 29, 2024
c72fce6
empty commit
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4bb2c6d
chore: small changes
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690ff85
chore: add calculate to collectino
ArdtK Nov 30, 2024
98480a6
chore: add root_path
ArdtK Dec 2, 2024
9b34fc5
test: extend conftest
ArdtK Dec 2, 2024
84def9d
test: move test input
ArdtK Dec 2, 2024
5d0bb7e
chore: add path properties to adaptation_option
ArdtK Dec 2, 2024
76f761f
chore: first damages setup
ArdtK Dec 2, 2024
6235bb3
test: fix/extend tests
ArdtK Dec 2, 2024
7d95030
Merge branch '594-adaptation-create-and-save-result-cost-options' int…
ArdtK Dec 2, 2024
7a8ec23
chore: add aggregate_wl to config
ArdtK Dec 2, 2024
a618cf6
chore: add losses (start)
ArdtK Dec 2, 2024
9f64234
chore: big overhaul of the creation of adaptation options
ArdtK Dec 2, 2024
7aa4602
chore: add docstring
ArdtK Dec 2, 2024
5d3001c
chore: remove unused imports
ArdtK Dec 2, 2024
743cb47
empty commit to conclude merge
ArdtK Dec 2, 2024
19d749e
test: fix losses input paths
ArdtK Dec 2, 2024
20da45c
chore: fix losses run
ArdtK Dec 2, 2024
a450bd3
chore: small cleanup
ArdtK Dec 2, 2024
5dc4cd4
chore: small changes, add docstring
ArdtK Dec 3, 2024
3f86093
chore: fix tests
ArdtK Dec 3, 2024
9cc580d
chore: small changes
ArdtK Dec 3, 2024
d07a98d
test: adapt losses configs
ArdtK Dec 3, 2024
78bc2a6
chore: restore graph_file_hazard
ArdtK Dec 3, 2024
fc2bbf0
chore: copy static folder as well for avg_speed
ArdtK Dec 3, 2024
20801ce
chore: add hazard section with wl_aggregate
ArdtK Dec 3, 2024
3303e1f
test: correct name of resilience_curve csv
ArdtK Dec 3, 2024
d1ac1dc
updated network in test data
Cham8920 Dec 3, 2024
1c46891
Merge branch 'feat/595-adaptation-run-and-combine-losses-and-damages'…
ArdtK Dec 3, 2024
f6baae1
chore: calculate benefit for options
ArdtK Dec 3, 2024
c8c5eb6
chore: final changes
ArdtK Dec 3, 2024
c05cdb6
chore: add TODOs
ArdtK Dec 3, 2024
716ec3d
chore: change readers into dataclasses
ArdtK Dec 4, 2024
861fb0c
chore: add expected total cost (for now based on unit cost only)
ArdtK Dec 4, 2024
dfd550d
chore: process rework
ArdtK Dec 5, 2024
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51 changes: 38 additions & 13 deletions ra2ce/analysis/adaptation/adaptation.py
Original file line number Diff line number Diff line change
Expand Up @@ -27,65 +27,90 @@
AdaptationOptionCollection,
)
from ra2ce.analysis.analysis_config_data.analysis_config_data import (
AnalysisConfigData,
AnalysisSectionAdaptation,
)
from ra2ce.analysis.analysis_config_wrapper import AnalysisConfigWrapper
from ra2ce.analysis.analysis_input_wrapper import AnalysisInputWrapper
from ra2ce.analysis.damages.analysis_damages_protocol import AnalysisDamagesProtocol
from ra2ce.network.graph_files.network_file import NetworkFile


class Adaptation(AnalysisDamagesProtocol):
"""
Execute the adaptation analysis.
For each adaptation option a damages and losses analysis is executed.
"""

analysis: AnalysisSectionAdaptation
graph_file: NetworkFile
graph_file_hazard: NetworkFile
input_path: Path
output_path: Path
adaptation_collection: AdaptationOptionCollection

# TODO: add the proper protocol for the adaptation analysis.
def __init__(
self, analysis_input: AnalysisInputWrapper, analysis_config: AnalysisConfigData
self,
analysis_input: AnalysisInputWrapper,
analysis_config: AnalysisConfigWrapper,
):
self.analysis = analysis_input.analysis
self.graph_file = analysis_input.graph_file
self.graph_file_hazard = analysis_input.graph_file_hazard
self.input_path = analysis_input.input_path
self.output_path = analysis_input.output_path
self.adaptation_collection = AdaptationOptionCollection.from_config(
analysis_config
)

def execute(self) -> GeoDataFrame:
"""
Run the adaptation analysis.

Returns:
GeoDataFrame: The result of the adaptation analysis.
"""
return self.calculate_bc_ratio()

def run_cost(self) -> GeoDataFrame:
"""
Calculate the cost for all adaptation options.
Calculate the unit cost for all adaptation options.

Returns:
GeoDataFrame: The result of the cost calculation.
"""
# Open the network without hazard data
_cost_gdf = deepcopy(self.graph_file.get_graph())

for (
_option,
_cost,
) in self.adaptation_collection.calculate_option_cost().items():
_cost_gdf[f"costs_{_option.id}"] = _cost
) in self.adaptation_collection.calculate_options_cost().items():
_cost_gdf[f"{_option.id}_cost"] = _cost

# TODO: calculate link cost instead of unit cost

return _cost_gdf

def run_benefit(self) -> GeoDataFrame:
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"""
Calculate the benefit for all adaptation options
Calculate the benefit for all adaptation options.

Returns:
GeoDataFrame: The result of the benefit calculation.
"""
return None
_benefit_gdf = deepcopy(self.graph_file.get_graph())
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return self.adaptation_collection.calculation_options_impact(_benefit_gdf)

def calculate_bc_ratio(self) -> GeoDataFrame:
"""
Calculate the benefit-cost ratio for all adaptation options
Calculate the benefit-cost ratio for all adaptation options.

Returns:
GeoDataFrame: The result of the benefit-cost ratio calculation.
"""
_cost_gdf = self.run_cost()
_benefit_gdf = self.run_benefit()
return None

# TODO: apply economic discounting
# TODO: calculate B/C ratio
# TODO: apply overlay

return _cost_gdf
113 changes: 61 additions & 52 deletions ra2ce/analysis/adaptation/adaptation_option.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,15 +20,20 @@
"""
from __future__ import annotations

from copy import deepcopy
from dataclasses import asdict, dataclass
from pathlib import Path

from geopandas import GeoDataFrame

from ra2ce.analysis.adaptation.adaptation_option_analysis import (
AdaptationOptionAnalysis,
)
from ra2ce.analysis.analysis_config_data.analysis_config_data import (
AnalysisSectionAdaptationOption,
AnalysisSectionDamages,
AnalysisSectionLosses,
)
from ra2ce.analysis.analysis_config_data.enums.analysis_damages_enum import (
AnalysisDamagesEnum,
)
from ra2ce.analysis.analysis_config_wrapper import AnalysisConfigWrapper


@dataclass
Expand All @@ -39,71 +44,57 @@ class AdaptationOption:
construction_interval: float
maintenance_cost: float
maintenance_interval: float
damages_root: Path
damages_config: AnalysisSectionDamages
losses_root: Path
losses_config: AnalysisSectionLosses
analyses: list[AdaptationOptionAnalysis]
analysis_config: AnalysisConfigWrapper

def __hash__(self) -> int:
return hash(self.id)

@property
def input_path(self) -> Path:
return self.damages_root.joinpath("input")

@property
def static_path(self) -> Path:
return self.damages_root.joinpath("static")

@property
def output_path(self) -> Path:
return self.damages_root.joinpath("output")

@classmethod
def from_config(
cls,
root_path: Path,
analysis_config: AnalysisConfigWrapper,
adaptation_option: AnalysisSectionAdaptationOption,
damages_section: AnalysisSectionDamages,
losses_section: AnalysisSectionLosses,
) -> AdaptationOption:
# Adjust path to the input files
def extend_path(analysis: str, input_path: Path) -> Path:
if not input_path:
return None
# Input is directory: add stuff at the end
if not (input_path.suffix):
return input_path.joinpath("input", adaptation_option.id, analysis)
return input_path.parent.joinpath(
"input", adaptation_option.id, analysis, input_path.name
)
"""
Classmethod to create an AdaptationOption from an analysis configuration and an adaptation option.

Args:
analysis_config (AnalysisConfigWrapper): Analysis config input
adaptation_option (AnalysisSectionAdaptationOption): Adaptation option input

if not damages_section or not losses_section:
Raises:
ValueError: If damages and losses sections are not present in the analysis config data.

Returns:
AdaptationOption: The created adaptation option.
"""
if (
not analysis_config.config_data.damages_list
or not analysis_config.config_data.losses_list
):
raise ValueError(
"Damages and losses sections are required to create an adaptation option."
)

_damages_root = extend_path("damages", root_path)
_damages_section = deepcopy(damages_section)

_losses_root = extend_path("losses", root_path)
_losses_section = deepcopy(losses_section)
_losses_section.resilience_curves_file = extend_path(
"losses", losses_section.resilience_curves_file
)
_losses_section.traffic_intensities_file = extend_path(
"losses", losses_section.traffic_intensities_file
)
_losses_section.values_of_time_file = extend_path(
"losses", losses_section.values_of_time_file
)
# Create input for the analyses
_analyses = []
for _analysis in [
AnalysisDamagesEnum.DAMAGES,
analysis_config.config_data.adaptation.losses_analysis,
]:
_analyses.append(
AdaptationOptionAnalysis.from_config(
analysis_config=analysis_config,
analysis=_analysis,
option_id=adaptation_option.id,
)
)

return cls(
**asdict(adaptation_option),
damages_root=_damages_root,
damages_config=_damages_section,
losses_root=_losses_root,
losses_config=_losses_section,
analyses=_analyses,
analysis_config=analysis_config,
)

def calculate_cost(self, time_horizon: float, discount_rate: float) -> float:
Expand Down Expand Up @@ -148,3 +139,21 @@ def calc_cost(cost: float, year: float) -> float:
_lifetime_cost += calc_cost(self.maintenance_cost, _maint_year)

return _lifetime_cost

def calculate_impact(self, benefit_graph: GeoDataFrame) -> GeoDataFrame:
"""
Calculate the impact of the adaptation option.

Returns:
float: The impact of the adaptation option.
"""
for _analysis in self.analyses:
_result = _analysis.execute(self.analysis_config)
_col = _result.filter(regex=_analysis.result_col).columns[0]
benefit_graph[f"{self.id}_{_col}"] = _result[_col]

# Calculate the impact (summing the damages and losses values)
_option_cols = benefit_graph.filter(regex=f"{self.id}_").columns
benefit_graph[f"{self.id}_impact"] = benefit_graph[_option_cols].sum(axis=1)

return benefit_graph
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