• Before you start
  • What is OpenFisca
  • Who uses OpenFisca
  • Way to use OpenFisca
    • 1 - Use an available country package or roll your own
    • 2 - Identify the input data you need
    • 3 - Run Simulations
  • What OpenFisca will not do for you
    • Behaviour-based analysis
    • Human decisions
    • Zero effort modelling
    • Magical legislation parsing
    • Textual comparisons
  • Feeling lost?
• Architecture of OpenFisca
  • Country Packages
  • Extensions Packages
  • Core
  • Templates
• Getting started
  • 1) Identify the country package
  • 2) Clarify use case
    • Utilising existing rules
      • Web API
      • Python API
    • Contributing to the rules
  • Edge cases
• Key concepts
• From law to code
  • Tutorial
  • Additional documentation
• Running a simulation
• OpenFisca Python API
  • Commons
    • Dummy
    • apply_thresholds()
    • average_rate()
    • concat()
    • empty_clone()
    • eval_expression()
    • marginal_rate()
    • stringify_array()
    • switch()
  • Data Storage
    • InMemoryStorage
      • InMemoryStorage.delete()
      • InMemoryStorage.get()
      • InMemoryStorage.get_known_periods()
      • InMemoryStorage.get_memory_usage()
      • InMemoryStorage.is_eternal
      • InMemoryStorage.put()
    • OnDiskStorage
      • OnDiskStorage._decode_file()
      • OnDiskStorage.delete()
      • OnDiskStorage.get()
      • OnDiskStorage.get_known_periods()
      • OnDiskStorage.is_eternal
      • OnDiskStorage.preserve_storage_dir
      • OnDiskStorage.put()
      • OnDiskStorage.restore()
      • OnDiskStorage.storage_dir
  • TaxBenefitSystem
    • TaxBenefitSystem
      • TaxBenefitSystem.parameters
      • TaxBenefitSystem.add_variable()
      • TaxBenefitSystem.add_variables()
      • TaxBenefitSystem.add_variables_from_directory()
      • TaxBenefitSystem.add_variables_from_file()
      • TaxBenefitSystem.apply_reform()
      • TaxBenefitSystem.get_package_metadata()
      • TaxBenefitSystem.get_parameters_at_instant()
      • TaxBenefitSystem.get_variable()
      • TaxBenefitSystem.get_variables()
      • TaxBenefitSystem.load_extension()
      • TaxBenefitSystem.load_parameters()
      • TaxBenefitSystem.neutralize_variable()
      • TaxBenefitSystem.replace_variable()
      • TaxBenefitSystem.update_variable()
  • Variables
    • Variable
      • Variable.name
      • Variable.value_type
      • Variable.entity
      • Variable.definition_period
      • Variable.formulas
      • Variable.label
      • Variable.reference
      • Variable.default_value
      • Variable.baseline_variable
      • Variable.dtype
      • Variable.end
      • Variable.is_neutralized
      • Variable.json_type
      • Variable.max_length
      • Variable.possible_values
      • Variable.set_input
      • Variable.unit
      • Variable.documentation
      • Variable.get_formula()
      • Variable.is_input_variable()
      • Variable.parse_formula_name()
    • get_annualized_variable()
    • get_neutralized_variable()
  • Parameters
    • AtInstantLike
    • Parameter
      • Parameter.values_list
      • Parameter.update()
    • ParameterAtInstant
    • ParameterNode
      • ParameterNode.add_child()
      • ParameterNode.get_descendants()
      • ParameterNode.merge()
    • ParameterNodeAtInstant
    • ParameterScale
    • ParameterScaleBracket
    • VectorialParameterNodeAtInstant
      • VectorialParameterNodeAtInstant.check_node_vectorisable()
    • load_parameter_file()
  • Reforms
    • Reform
      • Reform.modify_parameters()
  • Simulations
    • SimulationBuilder
      • SimulationBuilder.build_default_simulation()
      • SimulationBuilder.build_from_dict()
      • SimulationBuilder.build_from_entities()
      • SimulationBuilder.build_from_variables()
      • SimulationBuilder.explicit_singular_entities()
    • Simulation
      • Simulation.calculate()
      • Simulation.get_array()
      • Simulation.get_holder()
      • Simulation.get_memory_usage()
    • check_unexpected_entities()
    • has_unexpected_entities()
  • Entities
    • CoreEntity
      • CoreEntity.check_role_validity()
      • CoreEntity.check_variable_defined_for_entity()
      • CoreEntity.doc
      • CoreEntity.get_variable()
      • CoreEntity.is_person
      • CoreEntity.key
      • CoreEntity.label
      • CoreEntity.plural
      • CoreEntity.set_tax_benefit_system()
    • Entity
      • Entity.check_role_validity()
      • Entity.check_variable_defined_for_entity()
      • Entity.doc
      • Entity.get_variable()
      • Entity.is_person
      • Entity.key
      • Entity.label
      • Entity.plural
      • Entity.set_tax_benefit_system()
    • GroupEntity
      • GroupEntity.check_role_validity()
      • GroupEntity.check_variable_defined_for_entity()
      • GroupEntity.doc
      • GroupEntity.get_variable()
      • GroupEntity.is_person
      • GroupEntity.key
      • GroupEntity.label
      • GroupEntity.plural
      • GroupEntity.roles
      • GroupEntity.set_tax_benefit_system()
    • Role
      • Role.description
      • Role.doc
      • Role.entity
      • Role.key
      • Role.label
      • Role.max
      • Role.plural
      • Role.subroles
    • SingleEntity
    • build_entity()
    • check_role_validity()
    • find_role()
  • Populations
    • CorePopulation
      • CorePopulation.__call__()
    • SinglePopulation
    • GroupPopulation
      • GroupPopulation.all()
      • GroupPopulation.any()
      • GroupPopulation.max()
      • GroupPopulation.min()
      • GroupPopulation.nb_persons()
      • GroupPopulation.sum()
  • tools.test_runner
    • ErrorMargin
    • Options
    • Test
    • YamlFile
      • YamlFile.collect()
      • YamlFile.config
      • YamlFile.name
      • YamlFile.parent
      • YamlFile.path
      • YamlFile.session
    • run_tests()
  • Tracer
    • SimpleTracer
      • SimpleTracer.record_calculation_end()
      • SimpleTracer.record_calculation_result()
      • SimpleTracer.record_calculation_start()
      • SimpleTracer.record_parameter_access()
      • SimpleTracer.stack
    • TraceNode
      • TraceNode.append_child()
      • TraceNode.calculation_time()
      • TraceNode.children
      • TraceNode.end
      • TraceNode.formula_time()
      • TraceNode.name
      • TraceNode.parameters
      • TraceNode.parent
      • TraceNode.period
      • TraceNode.round()
      • TraceNode.start
      • TraceNode.value
  • Enum & EnumArray
    • ENUM_ARRAY_DTYPE
    • Enum
      • Enum.__new__()
      • Enum.encode()
      • Enum.index
    • EnumArray
      • EnumArray.__array_finalize__()
      • EnumArray.__eq__()
      • EnumArray.__ne__()
      • EnumArray.__new__()
      • EnumArray.decode()
      • EnumArray.decode_to_str()
      • EnumArray.possible_values
    • EnumEncodingError
    • EnumMemberNotFoundError
    • EnumType
      • EnumType.__eq__()
      • EnumType.__ne__()
      • EnumType.__new__()
  • Holders
    • Holder
      • Holder.clone()
      • Holder.default_array()
      • Holder.delete_arrays()
      • Holder.get_array()
      • Holder.get_known_periods()
      • Holder.get_memory_usage()
      • Holder.set_input()
    • set_input_dispatch_by_period()
    • set_input_divide_by_period()
  • Simulation generator
    • make_simulation()
    • randomly_init_variable()
  • Periods
    • Instant
    • instant()
    • instant_date()
    • key_period_size()
    • period()
    • unit_weight()
    • unit_weights()
  • Errors
    • CycleError
    • EmptyArgumentError
    • NaNCreationError
    • ParameterNotFoundError
    • ParameterParsingError
    • PeriodMismatchError
    • SituationParsingError
    • SpiralError
    • VariableNameConflictError
    • VariableNotFoundError
  • Types
    • Array
    • ArrayLike
    • BoolArray
    • BytesArray
    • ComputationLog
    • Container
    • CoreEntity
    • CorePopulation
    • DTypeBool
    • DTypeBytes
    • DTypeDate
    • DTypeEnum
    • DTypeFloat
    • DTypeGeneric
    • DTypeInt
    • DTypeObject
    • DTypeStr
    • DateArray
    • DateUnit
    • EntityKey
    • EntityPlural
    • Enum
    • EnumArray
    • EnumType
    • FlatNodeMap
    • FlatTrace
    • FlatTraceMap
    • FloatArray
    • Formula
      • Formula.__call__()
    • FullTracer
    • GroupEntity
    • GroupPopulation
    • Holder
    • ISOCalendarStr
    • ISOFormatStr
    • IndexArray
    • Indexable
    • Instant
    • InstantInt
    • InstantStr
    • IntArray
    • MemoryUsage
    • NodeKey
    • ObjArray
    • ParameterNode
    • ParameterNodeAtInstant
    • ParameterNodeChild
    • Params
      • Params.__call__()
    • PerformanceLog
    • Period
    • PeriodInt
    • PeriodLike
    • PeriodStr
    • Role
    • RoleKey
    • RolePlural
    • SeqInt
    • SerializedNodeMap
    • SerializedTraceMap
    • SimpleStack
    • SimpleTraceMap
    • SimpleTracer
    • Simulation
    • SingleEntity
    • SinglePopulation
    • StrArray
    • TaxBenefitSystem
    • Time
    • TraceNode
    • VarArray
    • Variable
    • VariableName
    • VectorialParameterNodeAtInstant
    • iso_calendar
    • iso_format
  • openfisca test
    • Positional Arguments
    • Named Arguments
    • Examples
      • Basic use
      • Error margin
      • Name filter
      • Extensions
      • Reforms
  • openfisca serve
    • Named Arguments
    • Additional arguments
    • Examples
      • Basic use
      • Serving extensions
      • Serving reforms
      • Using a configuration file
      • Using gunicorn directly
• OpenFisca web API
  • Demonstration API
  • OpenFisca country APIs
  • Example use cases
  • Conditions
  • Hosting an API instance
    • Track your API
• To find help
  • Slack
    • Channels and Naming conventions
  • Contact
• Training materials
  • Slide decks
    • Pre Training: Kick-off
    • Session 1: RaC Background
    • Session 2: Getting started
    • Session 3: Modelling legislation​
    • Session 4: Using the web API​
    • Session 5: Using the Python API​
    • Session 6: Data interconnection​​
    • Session 7: Updating the model​​
    • Session 8: Designing policy​​​
  • Videos
    • Pre Training: Kick-off
    • Session 1: RaC Background
    • Session 2: Getting started
    • Session 3: Algorithmic transparency
    • Session 4: Using the web API
    • Session 5: Using the Python API
  • Workshops
    • Building an OpenFisca-powered web application
      • Session 1: Introduction to the Web API
      • Session 2: Web App Bootstrap
      • Session 3: Calculate Income Tax With Svelte
      • Session 4: Calculate Disposable Income With React
      • Session 5: Expand Disposable Income Over Axes With VueJS and D3
  • Credit
• Contribute
  • Why contribute to OpenFisca?
  • How to contribute?
    • Use the API and direct its development
    • Test and report errors (web API)
    • Complete the implementation of the French tax and benefit system
    • Write some legislation
    • Write reforms
    • Enhance other projects linked to OpenFisca
• Licence
  • Computation results
    • English
    • Français
  • Hosting an API instance
    • English
    • Français
  • Changes