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spatial

Flowminder/FlowKit

FlowKit
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FlowKit

Flowminder/FlowKit

FlowKit
Installation
Analysts
Analysts
- Analyst
- FlowClient
  FlowClient
  - Example usage
  - Flowclient
    Flowclient
    
    Flowclient
    Flowclient
    
    flowclient
    
    _version
    
    aggregates
    
    api_query
    
    async_api_query
    
    async_client
    
    async_connection
    
    client
    
    connection
    
    errors
    
    query_specs
- Worked examples
  Worked examples
- Advanced usage
  Advanced usage
  - Advanced usage
  - Worked examples
    Worked examples
    
    Mobile data usage
Developers
Developers
- Information for Developers
- Developer install
- Flowmachine
  Flowmachine
  - Flowmachine
    Flowmachine
    
    flowmachine
    
    _version
    
    Core
    Core
    
    core
    
    cache
    
    connection
    
    context
    
    custom_query
    
    date_range
    
    dependency_graph
    
    dummy_query
    
    Errors
    Errors
    
    errors
    
    flowmachine_errors
    
    geotable
    
    grid
    
    hour_slice
    
    init
    
    join
    
    join_to_location
    
    logging
    
    Mixins
    Mixins
    
    mixins
    
    exposed_datetime_mixin
    
    geodata_mixin
    
    graph_mixin
    
    query
    
    query_info_lookup
    
    query_state
    
    query_stub
    
    random
    
    Server
    Server
    
    server
    
    action_handlers
    
    action_request_schema
    
    cache_cleanup
    
    exceptions
    
    Query schemas
    Query schemas
    
    query_schemas
    
    active_at_reference_location_counts
    
    aggregate_network_objects
    
    aggregation_unit
    
    base_exposed_query
    
    base_query_with_sampling
    
    base_schema
    
    calendar_activity
    
    coalesced_location
    
    consecutive_trips_od_matrix
    
    custom_fields
    
    daily_location
    
    dfs_metric_total_amount
    
    displacement
    
    dummy_query
    
    event_count
    
    field_mixins
    
    flowmachine_query
    
    flows
    
    geography
    
    handset
    
    histogram_aggregate
    
    inflows
    
    joined_spatial_aggregate
    
    labelled_flows
    
    labelled_spatial_aggregate
    
    localised_calendar_activity
    
    location_event_counts
    
    location_introversion
    
    location_visits
    
    majority_location
    
    meaningful_locations
    
    mobility_classification
    
    modal_location
    
    most_frequent_location
    
    nocturnal_events
    
    one_of_query
    
    outflows
    
    pareto_interactions
    
    radius_of_gyration
    
    random_sample
    
    reference_location
    
    spatial_aggregate
    
    subscriber_degree
    
    subscriber_subset
    
    topup_amount
    
    topup_balance
    
    total_active_periods
    
    total_network_objects
    
    trips_od_matrix
    
    unique_location_counts
    
    unique_locations
    
    unique_subscriber_counts
    
    unique_visitor_counts
    
    unmoving_at_reference_location_counts
    
    unmoving_counts
    
    visited_most_days
    
    server
    
    server_config
    
    utils
    
    zmq_helpers
    
    spatial_unit
    
    sqlalchemy_table_definitions
    
    sqlalchemy_utils
    
    statistic_types
    
    subscriber_subsetter
    
    subset
    
    table
    
    union
    
    union_with_fixed_values
    
    Features
    Features
    
    features
    
    Dfs
    Dfs
    
    dfs
    
    total_amount_for_metric
    
    Location
    Location
    
    location
    
    active_at_reference_location_counts
    
    consecutive_trips_od_matrix
    
    flows
    
    joined_spatial_aggregate
    
    labelled_flows
    
    labelled_spatial_aggregate
    
    location_introversion
    
    meaningful_locations_aggregate
    
    meaningful_locations_od
    
    pwo
    
    redacted_active_at_reference_location_counts
    
    redacted_consecutive_trips_od_matrix
    
    redacted_flows
    
    redacted_in_out_flows
    
    redacted_joined_spatial_aggregate
    
    redacted_labelled_aggregate
    
    redacted_labelled_flows
    
    redacted_labelled_spatial_aggregate
    
    redacted_location_introversion
    
    redacted_location_metric
    
    redacted_meaningful_locations_aggregate
    
    redacted_meaningful_locations_od
    
    redacted_spatial_aggregate
    
    redacted_total_events
    
    redacted_trips_od_matrix
    
    redacted_unique_subscriber_counts
    
    redacted_unique_vistor_counts
    
    redacted_unmoving_at_reference_location_counts
    
    redacted_unmoving_counts
    
    spatial_aggregate
    
    total_events
    
    trips_od_matrix
    
    unique_subscriber_counts
    
    unique_visitor_counts
    
    unmoving_at_reference_location_counts
    
    unmoving_counts
    
    Network
    Network
    
    network
    
    total_network_objects
    
    Nonspatial aggregates
    Nonspatial aggregates
    
    nonspatial_aggregates
    
    histogram_aggregation
    
    per_value_aggregate
    
    redacted_per_value_aggregate
    
    Raster
    Raster
    
    raster
    
    raster_statistics
    
    Spatial
    Spatial
    
    spatial
    
    circles
    
    distance_matrix
    
    geography
    
    location_area
    
    location_cluster
    
    versioned_infrastructure
    
    Subscriber
    Subscriber
    
    subscriber
    
    active_at_reference_location
    
    active_subscribers
    
    calendar_activity
    
    call_days
    
    coalesced_location
    
    contact_balance
    
    contact_reciprocal
    
    contact_reference_locations_stats
    
    daily_location
    
    day_trajectories
    
    displacement
    
    distance_counterparts
    
    distance_series
    
    entropy
    
    event_count
    
    event_type_proportion
    
    filtered_reference_location
    
    first_location
    
    handset_stats
    
    hartigan_cluster
    
    imputed_distance_series
    
    interevent_interval
    
    interevent_period
    
    iterative_median_filter
    
    label_event_score
    
    last_location
    
    location_visits
    
    majority_location
    
    mds_volume
    
    meaningful_locations
    
    metaclasses
    
    mobility_classification
    
    modal_location
    
    most_frequent_location
    
    new_subscribers
    
    nocturnal_events
    
    pareto_interactions
    
    per_contact_event_stats
    
    per_location_event_stats
    
    per_subscriber_aggregate
    
    radius_of_gyration
    
    scores
    
    subscriber_call_durations
    
    subscriber_degree
    
    subscriber_stay_lengths
    
    subscriber_tacs
    
    topup_amount
    
    topup_balance
    
    total_active_periods
    
    unique_location_counts
    
    unique_locations
    
    unmoving
    
    unmoving_at_reference_location
    
    visited_most_days
    
    Utilities
    Utilities
    
    utilities
    
    combine_first
    
    direction_enum
    
    event_table_subset
    
    events_tables_union
    
    feature_collection
    
    group_values
    
    multilocation
    
    sets
    
    subscriber_locations
    
    unique_values_from_queries
    
    validators
    
    utils
    
    versions
- FlowAPI specification
- Architectural Decision Records (ADR)
  Architectural Decision Records (ADR)
System Administrators
System Administrators
- Administrator
- Deploying FlowKit
- System management
  System management
  - Caching in FlowKit
  - ETL
    ETL
    
    ETL
    
    Flowetl
    Flowetl
    
    Flowetl
    Flowetl
    
    flowetl
    
    _version
    
    cli
    
    Mixins
    Mixins
    
    mixins
    
    fixed_sql_mixin
    
    fixed_sql_with_params_mixin
    
    table_name_macros_mixin
    
    wrapping_sql_mixin
    
    Operators
    Operators
    
    operators
    
    Sensors
    Sensors
    
    sensors
  - Logging and audit trails
  - Managing users and access
License
Changelog

flowmachine.features.spatial¶

Source: flowmachine/features/spatial/__init__.py

Utilities for working with spatial datasets in FlowMachine.

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