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FlowKit
dfs
Flowminder/FlowKit
FlowKit
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FlowKit
Flowminder/FlowKit
FlowKit
Installation
Analysts
Analysts
Analyst
FlowClient
FlowClient
Example usage
Flowclient
Flowclient
Flowclient
Flowclient
flowclient
aggregates
api_query
async_api_query
async_client
async_connection
client
connection
errors
query_specs
Worked examples
Worked examples
Worked examples
Flows above normal
Commuting patterns
Cell towers per region
Unique subscriber counts
Joined spatial aggregate
AutoFlow
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
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
model
model_result
query
query_info_lookup
query_state
random
Server
Server
server
action_handlers
action_request_schema
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
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
joined_spatial_aggregate
labelled_flows
labelled_spatial_aggregate
location_event_counts
location_introversion
location_visits
majority_location
meaningful_locations
mobility_classification
modal_location
most_frequent_location
nocturnal_events
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
subscriber_subsetter
subset
table
union
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_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
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
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
histogram_aggregation
multilocation
sets
subscriber_locations
unique_values_from_queries
validators
Models
Models
models
louvain
utils
versions
FlowAPI specification
Architectural Decision Records (ADR)
Architectural Decision Records (ADR)
Architectural Decision Records
Pipenv for package / dependency management and virtual environments
Pytest for testing Flowkit components
HTTP API as Single Access Point
Quart as HTTP Framework
Interprocess Communication (IPC) Methods - zeromq and redis
JWTs for API Access Control
Mapbox GL for map visualisations in the worked examples notebooks
Jupyter notebooks for automated notebook execution and report generation in AutoFlow
Asciidoctor PDF for converting Jupyter notebooks to PDF
Prefect for workflow definition and execution in AutoFlow
System Administrators
System Administrators
Administrator
Deploying FlowKit
System management
System management
Caching in FlowKit
ETL
ETL
ETL
Flowetl
Flowetl
Flowetl
Flowetl
flowetl
cli
Mixins
Mixins
mixins
Operators
Operators
operators
Sensors
Sensors
sensors
Logging and audit trails
Managing users and access
License
flowmachine.features.dfs
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