arcgis package¶
Submodules¶
arcgis.gis module¶
arcgis.env module¶
arcgis.features module¶
arcgis.raster module¶
arcgis.network module¶
arcgis.schematics module¶
arcgis.geoanalytics module¶
arcgis.geocoding module¶
arcgis.geometry module¶
arcgis.geoprocessing module¶
arcgis.mapping module¶
arcgis.widgets module¶
Module contents¶
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class
arcgis.
GIS
(url=None, username=None, password=None, key_file=None, cert_file=None, verify_cert=True, set_active=True, client_id=None, profile=None, **kwargs)¶ Bases:
object
A GIS is representative of ArcGIS Online or ArcGIS Enterprise. The GIS object provides helper objects to manage (search, create, retrieve) GIS resources such as content, users, and groups.
Additionally, the GIS object has properties to query it’s state, which is accessible using the properties attribute.
The GIS provides a mapping widget that can be used in the Jupyter Notebook environment for visualizing GIS content as well as the results of your analysis. To create a new map, call the map() method.
The constructor constructs a GIS object given a url and user credentials to ArcGIS Online or an ArcGIS Portal. User credentials can be passed in using username/password pair, or key_file/cert_file pair (in case of PKI). Supports built-in users, LDAP, PKI, Integrated Windows Authentication (using NTLM and Kerberos) and Anonymous access.
If no url is provided, ArcGIS Online is used. If username/password or key/cert files are not provided, logged in user credentials (IWA) or anonymous access is used.
A persisted profile for the GIS can be created by giving the GIS and it’s authorization credentials and specifying a profile name. The profile is stored in the users home directory in a config file named .arcgisprofile. The profile is NOT ENCRYPTED and you need to take care to protect the saved profile using operating system security or other means. Once a profile has been saved, passing the profile parameter by itself uses the authorization credentials saved in the configuration file by that profile name.
See https://developers.arcgis.com/python/guide/working-with-different-authentication-schemes/ for examples.
Argument Description url Optional string. If URL is None, then the URL will be ArcGIS Online. This should be a web address to either a local portal or to ArcGIS Online in the form: <scheme>://<host>/<web_adatpor> (Portal Example) username Optional string. The login user name (case sensitive). password Optional string. If a username is provided, a password is expected. This is case sensitive. If the password is not provided, the user is prompted. key_file Optional string. The file path to a user’s key certificate. cert_file Optional string. The file path to a user’s certificate file. verify_cert Optional boolean. If a site has an invalid certificate, set the value to False. This will ensure that all SSL certification are ignore. The default is True. Warning Setting the value to False can be a security risk. set_active Optional boolean. The default is True. If True, the GIS object will be used as the default GIS object throughout the whole scripting session. client_id Optional string. Used for OAuth athentication. This is the client ID value. profile Optional string. If set, the profile contains login information for a given site. In addition to explicitly named parameters, the GIS object supports optional key word arguments:
kwargs Description proxy_host Optional string. The host name of the proxy server. proxy_port Optional integer. The proxy host port. The default is 80. # Usage Example 1: Anonymous Login to ArcGIS Online gis = GIS()
# Usage Example 2: Built-in Login to ArcGIS Online gis = GIS(username="someuser", password="secret1234")
# Usage Example 3: Built-in Login to ArcGIS Enterprise gis = GIS(url="http://pythonplayground.esri.com/portal", username="user1", password="password1")
# Usage Example 4: Built-in Login to ArcGIS Enterprise, ignoring SSL errors gis = GIS(url="http://pythonplayground.esri.com/portal", username="user1", password="password1", verify_cert=False)
gis = GIS(proxy_host=‘<IP_ADDRESS>’, proxy_port=8888)
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content
¶ The resource manager for GIS content.
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groups
¶ The resource manager for GIS groups.
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map
(location=None, zoomlevel=None)¶ Creates a map widget centered at the declared location with the specified zoom level. If an address is provided, it is geocoded using the GIS’s configured geocoders and if a match is found, the geographic extent of the matched address is used as the map extent. If a zoomlevel is also provided, the map is centered at the matched address instead and the map is zoomed to the specified zoomlevel.
Note: The map widget is only supported within Jupyter Notebook.
Argument Description location Optional string. The address or lat-long tuple of where the map is to be centered. zoomlevel Optional integer. The desired zoom level. Returns: The map widget (displayed in Jupyter Notebook when queried).
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properties
¶ The properties of the GIS.
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update_properties
(properties_dict)¶ Updates the GIS’s properties from those in properties_dict.
Argument Description properties_dict Required dictionary. A dictionary of just those properties and values that are to be updated. Returns: The item if successfully added, None if unsuccessful.
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users
¶ The resource manager for GIS users.
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arcgis.
geocode
(address, search_extent=None, location=None, distance=None, out_sr=None, category=None, out_fields='*', max_locations=20, magic_key=None, for_storage=False, geocoder=None, as_featureset=False)¶ The geocode function geocodes one location per request.
Argument Description address required list of strings or dictionaries. Specifies the location to be geocoded. This can be a string containing the street address, place name, postal code, or POI.
Alternatively, this can be a dictionary containing the various address fields accepted by the corresponding geocoder. These fields are listed in the addressFields property of the associated geocoder. For example, if the address_fields of a geocoder includes fields with the following names: Street, City, State and Zone, then the address argument is of the form: {
Street: “1234 W Main St”, City: “Small Town”, State: “WA”, Zone: “99027”}
search_extent optional string, A set of bounding box coordinates that limit the search area to a specific region. This is especially useful for applications in which a user will search for places and addresses only within the current map extent. location optionl [x,y], Defines an origin point location that is used with the distance parameter to sort geocoding candidates based upon their proximity to the location. distance optional float, Specifies the radius of an area around a point location which is used to boost the rank of geocoding candidates so that candidates closest to the location are returned first. The distance value is in meters. out_sr optional dictionary, The spatial reference of the x/y coordinates returned by a geocode request. This is useful for applications using a map with a spatial reference different than that of the geocode service. category optional string, A place or address type which can be used to filter find results. The parameter supports input of single category values or multiple comma-separated values. The category parameter can be passed in a request with or without the text parameter. out_fields optional string, name of all the fields to inlcude. The default is “*” which means all fields. max_location optional integer, The number of locations to be returned from the service. The default is 20. magic_key The find operation retrieves results quicker when you pass a valid text and magickey value. for_storage Specifies whether the results of the operation will be persisted. The default value is false, which indicates the results of the operation can’t be stored, but they can be temporarily displayed on a map for instance. If you store the results, in a database for example, you need to set this parameter to true. geocoder Optional, the geocoder to be used. If not specified, the active GIS’s first geocoder is used. as_featureset optional boolean, if True, the result set is returned as a FeatureSet object, else it is a dictionary. Returns: dictionary
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arcgis.
aggregate_points
(point_layer, polygon_layer, keep_boundaries_with_no_points=True, summary_fields=[], group_by_field=None, minority_majority=False, percent_points=False, output_name=None, context=None, gis=None)¶ Aggregate points task allows you to aggregate or count the total number of points that are distributed within specified areas or boundaries (polygons). You can also summarize Sum, Mean, Min, Max and Standard deviation calculations for attributes of the point layer to understand the general characteristics of aggregated points.
- point_layer : Required layer (see Feature Input in documentation)
- Point layer to be aggregated
- polygon_layer : Required layer (see Feature Input in documentation)
- Polygon layer to which the points should be aggregated.
- keep_boundaries_with_no_points : Optional bool
- Specify whether the polygons without any points should be returned in the output.
- summary_fields : Optional list of strings
- A list of field names and summary type. Example [fieldName1 summaryType1,fieldName2 summaryType2].
- group_by_field : Optional string
- A field name from PointLayer based on which the points will be grouped.
- minority_majority : Optional bool
- This boolean parameter is applicable only when a groupByField is specified. If true, the minority (least dominant) or the majority (most dominant) attribute values within each group, within each boundary will be calculated.
- percent_points : Optional bool
- This boolean parameter is applicable only when a groupByField is specified. If set to true, the percentage count of points for each unique groupByField value is calculated.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “aggregated_layer” : layer (FeatureCollection) “group_summary” : layer (FeatureCollection)
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arcgis.
calculate_density
(input_layer, field=None, cell_size=None, cell_size_units='Meters', radius=None, radius_units=None, bounding_polygon_layer=None, area_units=None, classification_type='EqualInterval', num_classes=10, output_name=None, context=None, gis=None)¶ The calculate_density function creates a density map from point or line features by spreading known quantities of some phenomenon (represented as attributes of the points or lines) across the map. The result is a layer of areas classified from least dense to most dense.
- input_layer : Required layer (see Feature Input in documentation)
- The point or line features from which to calculate density.
- field : Optional string
- A numeric field name specifying the number of incidents at each location. If not specified, each location will be assumed to represent a single count.
- cell_size : Optional float
- This value is used to create a mesh of points where density values are calculated. The default is approximately 1/1000th of the smaller of the width and height of the analysis extent as defined in the context parameter.
- cell_size_units : Optional string
- The units of the cellSize value
- radius : Optional float
- A distance specifying how far to search to find point or line features when calculating density values.
- radius_units : Optional string
- The units of the radius parameter.
- bounding_polygon_layer : Optional layer (see Feature Input in documentation)
- A layer specifying the polygon(s) where you want densities to be calculated.
- area_units : Optional string
- The units of the calculated density values.
- classification_type : Optional string
- Determines how density values will be classified into polygons.
- num_classes : Optional int
- This value is used to divide the range of predicted values into distinct classes. The range of values in each class is determined by the classificationType parameter.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
result_layer : layer (FeatureCollection)
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arcgis.
connect_origins_to_destinations
(origins_layer, destinations_layer, measurement_type='DrivingTime', origins_layer_route_id_field=None, destinations_layer_route_id_field=None, time_of_day=None, time_zone_for_time_of_day='GeoLocal', output_name=None, context=None, gis=None)¶ Calculates routes between pairs of points.
- origins_layer : Required layer (see Feature Input in documentation)
- The routes start from points in the origins layer.
- destinations_layer : Required layer (see Feature Input in documentation)
- The routes end at points in the destinations layer.
- measurement_type : Required string
- The routes can be determined by measuring travel distance or travel time along street network using different travel modes or by measuring straight line distance.
- origins_layer_route_id_field : Optional string
- The field in the origins layer containing the IDs that are used to match an origin with a destination.
- destinations_layer_route_id_field : Optional string
- The field in the destinations layer containing the IDs that are used to match an origin with a destination.
- time_of_day : Optional datetime.datetime
- When measurementType is DrivingTime, this value specifies the time of day to be used for driving time calculations based on traffic. WalkingTime and TruckingTime measurementType do not support calculations based on traffic.
- time_zone_for_time_of_day : Optional string
- Determines if the value specified for timeOfDay is specified in UTC or in a time zone that is local to the location of the origins.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “routes_layer” : layer (FeatureCollection) “unassigned_origins_layer” : layer (FeatureCollection) “unassigned_destinations_layer” : layer (FeatureCollection)
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arcgis.
create_buffers
(input_layer, distances=[], field=None, units='Meters', dissolve_type='None', ring_type='Disks', side_type='Full', end_type='Round', output_name=None, context=None, gis=None)¶ Creates buffer polygon(s) around input features.
- input_layer : Required layer (see Feature Input in documentation)
- The input to be buffered.
- distances : Optional list of floats
- The distance(s) that will be buffered.
- field : Optional string
- Buffers will be created using field values.
- units : Optional string
- The linear unit to be used with the distance value(s).
- dissolve_type : Optional string
- Specifies the dissolve to be performed to remove buffer overlap.
- ring_type : Optional string
- The ring type.
- side_type : Optional string
- The side(s) of the input that will be buffered.
- end_type : Optional string
- The shape of the buffer at the end of buffered line features.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
buffer_layer : layer (FeatureCollection)
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arcgis.
create_drive_time_areas
(input_layer, break_values=[5, 10, 15], break_units='Minutes', travel_mode='Driving', overlap_policy='Overlap', time_of_day=None, time_zone_for_time_of_day='GeoLocal', output_name=None, context=None, gis=None)¶ input_layer : Required layer (see Feature Input in documentation)
break_values : Optional list of floats
break_units : Optional string
travel_mode : Optional string
overlap_policy : Optional string
time_of_day : Optional datetime.datetime
time_zone_for_time_of_day : Optional string
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
drive_time_areas_layer : layer (FeatureCollection)
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arcgis.
create_route_layers
(route_data_item, delete_route_data_item=False, tags=None, summary=None, route_name_prefix=None, folder_name=None, gis=None)¶ Creates route layer items on the portal from the input route data.
- route_data_item : Required item
- The route data item that is used to create route layer items.
- delete_route_data_item : Required Boolean (see Feature Input in documentation)
- Indicates if the input route data item should be deleted. The default value is False which does not delete the route data item.
- tags: Optional string
- Tags used to describe and identify the route layer items. Individual tags are separated using a comma. The route name is always added as a tag even when a value for this argument is not specified.
- summary: Optional string
- The summary displayed as part of the item information for the route layer item. If a value for this argument is not specified, a default summary text “Route and directions for <Route Name>” is used.
- route_name_prefix : Optional string
- A qualifier added to the title of every route layer item. This can be used to designate all routes that are shared for a specific purpose to have the same prefix in the title. The name of the route is always appended after this qualifier. If a value for the route_name_prefix is not specified, the title for the route layer item is created using only the route name.
- folder_name: Optional string
- The folder within your personal online workspace (My Content in your ArcGIS Online or Portal for ArcGIS organization) where the route layer items will be created. If a folder with the specified name does not exist, a new folder will be created. If a folder with the specified name exists, the items will be created in the existing folder. If a value for folder_name is not specified, the route layer items are created in the root folder of your online workspace.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
route_layers : list (items)
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arcgis.
create_viewshed
(input_layer, dem_resolution='Finest', maximum_distance=None, max_distance_units='Meters', observer_height=None, observer_height_units='Meters', target_height=None, target_height_units='Meters', generalize=True, output_name=None, context=None, gis=None)¶ Creates areas that are visible based on locations you specify.
input_layer : Required layer (see Feature Input in documentation)
dem_resolution : Optional string
maximum_distance : Optional float
max_distance_units : Optional string
observer_height : Optional float
observer_height_units : Optional string
target_height : Optional float
target_height_units : Optional string
generalize : Optional bool
output_name : Optional string
context : Optional string
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
viewshed_layer : layer (FeatureCollection)
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arcgis.
create_watersheds
(input_layer, search_distance=None, search_units='Meters', source_database='FINEST', generalize=True, output_name=None, context=None, gis=None)¶ Creates catchment areas based on locations you specify.
input_layer : Required layer (see Feature Input in documentation)
search_distance : Optional float
search_units : Optional string
source_database : Optional string
generalize : Optional bool
output_name : Optional string
context : Optional string
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “snap_pour_pts_layer” : layer (FeatureCollection) “watershed_layer” : layer (FeatureCollection)
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arcgis.
derive_new_locations
(input_layers=[], expressions=[], output_name=None, context=None, gis=None)¶ The Derive New Locations task derives new features from the input layers that meet a query you specify. A query is made up of one or more expressions. There are two types of expressions: attribute and spatial. An example of an attribute expression is that a parcel must be vacant, which is an attribute of the Parcels layer (where STATUS = ‘VACANT’). An example of a spatial expression is that the parcel must also be within a certain distance of a river (Parcels within a distance of 0.75 Miles from Rivers).The Derive New Locations task is very similar to the Find Existing Locations task, the main difference is that the result of Derive New Locations can contain partial features.In both tasks, the attribute expression where and the spatial relationships within and contains return the same result. This is because these relationships return entire features.When intersects or withinDistance is used, Derive New Locations creates new features in the result. For example, when intersecting a parcel feature and a flood zone area that partially overlap each other, Find Existing Locations will return the entire parcel whereas Derive New Locations will return just the portion of the parcel that is within the flood zone.
- input_layers : Required list of strings
- A list of layers that will be used in the expressions parameter.
- expressions : Required string
- Specify a list of expressions. Please refer documentation at http://developers.arcgis.com for more information on expressions.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
result_layer : layer (FeatureCollection)
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arcgis.
dissolve_boundaries
(input_layer, dissolve_fields=[], summary_fields=[], output_name=None, context=None, gis=None)¶ Dissolve features based on specified fields.
- input_layer : Required layer (see Feature Input in documentation)
- The layer containing polygon features that will be dissolved.
- dissolve_fields : Optional list of strings
- One or more fields from the input that control which polygons are merged. If no fields are supplied, all polygons that overlap or shared a common border will be dissolved into one polygon.
- summary_fields : Optional list of strings
- A list of field names and statistical types that will be used to summarize the output. Supported statistics include: Sum, Mean, Min, Max, and Stddev.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
dissolved_layer : layer (FeatureCollection)
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arcgis.
enrich_layer
(input_layer, data_collections=[], analysis_variables=[], country=None, buffer_type=None, distance=None, units=None, output_name=None, context=None, gis=None)¶ The enrich_layer function enriches your data by getting facts about the people, places, and businesses that surround your data locations. For example: What kind of people live here? What do people like to do in this area? What are their habits and lifestyles? What kind of businesses are there in this area?The result will be a new layer of input features that includes all demographic and geographic information from given data collections.
- input_layer : Required layer (see Feature Input in documentation)
- Feature layer to enrich with new data
- data_collections : Optional list of strings
- Data collections you wish to add to your features.
- analysis_variables : Optional list of strings
- A subset of specific variables instead of dataCollections.
- country : Optional string
- The two character country code that specifies the country of the input features. Eg. US (United States), FR (France), GB (United Kingdom) etc.
- buffer_type : Optional string
- Area to be created around the point or line features for enrichment. Default is 1 Mile straight-line buffer radius.
- distance : Optional float
- A double value that defines the straight-line distance or time (when drivingTime is used).
- units : Optional string
- The unit (eg. Miles, Minutes) to be used with the distance value(s) specified in the distance parameter to calculate the area.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
enriched_layer : layer (FeatureCollection)
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arcgis.
extract_data
(input_layers, extent=None, clip=False, data_format=None, output_name=None, context=None, gis=None)¶ Select and download data for a specified area of interest. Layers that you select will be added to a zip file or layer package.
- input_layers : Required list of strings
- The layers from which you can extract features.
- extent : Optional string
- The area that defines which features will be included in the output zip file or layer package.
- clip : Optional bool
- Select features that intersect the extent or clip features within the extent.
- data_format : Optional string
- Format of the data that will be extracted and downloaded. Layer packages will always include file geodatabases.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
content_id : layer (FeatureCollection)
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arcgis.
find_existing_locations
(input_layers=[], expressions=[], output_name=None, context=None, gis=None)¶ The Find Existing Locations task selects features in the input layer that meet a query you specify. A query is made up of one or more expressions. There are two types of expressions: attribute and spatial. An example of an attribute expression is that a parcel must be vacant, which is an attribute of the Parcels layer (where STATUS = ‘VACANT’). An example of a spatial expression is that the parcel must also be within a certain distance of a river (Parcels within a distance of 0.75 Miles from Rivers).
- input_layers : Required list of strings
- A list of layers that will be used in the expressions parameter.
- expressions : Required string
- Specify a list of expressions. Please refer documentation at http://developers.arcgis.com for more information on creating expressions.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
result_layer : layer (FeatureCollection)
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arcgis.
find_hot_spots
(analysis_layer, analysis_field=None, divided_by_field=None, bounding_polygon_layer=None, aggregation_polygon_layer=None, output_name=None, context=None, gis=None)¶ The Find Hot Spots function finds statistically significant clusters of incident points, weighted points, or weighted polygons. For incident data, the analysis field (weight) is obtained by aggregation. Output is a hot spot map.
gis : The GIS used for running this analysis analysis_layer : Required layer (see Feature Input in documentation)
The point or polygon feature layer for which hot spots will be calculated.- analysis_field : Optional string
- The numeric field in the AnalysisLayer that will be analyzed.
divided_by_field : Optional string
- bounding_polygon_layer : Optional layer (see Feature Input in documentation)
- When the analysis layer is points and no AnalysisField is specified, you can provide polygons features that define where incidents could have occurred.
- aggregation_polygon_layer : Optional layer (see Feature Input in documentation)
- When the AnalysisLayer contains points and no AnalysisField is specified, you can provide polygon features into which the points will be aggregated and analyzed, such as administrative units.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “hot_spots_result_layer” : layer (FeatureCollection) “process_info” : list of messages
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arcgis.
find_nearest
(analysis_layer, near_layer, measurement_type='StraightLine', max_count=100, search_cutoff=2147483647, search_cutoff_units=None, time_of_day=None, time_zone_for_time_of_day='GeoLocal', output_name=None, context=None, gis=None)¶ Measures the straight-line distance, driving distance, or driving time from features in the analysis layer to features in the near layer, and copies the nearest features in the near layer to a new layer. Returns a layer containing the nearest features and a line layer that links the start locations to their nearest locations.
- analysis_layer : Required layer (see Feature Input in documentation)
- For each feature in this layer, the task finds the nearest features from the nearLayer.
- near_layer : Required layer (see Feature Input in documentation)
- The features from which the nearest locations are found.
- measurement_type : Required string
- The nearest locations can be determined by measuring straight-line distance, driving distance, or driving time
- max_count : Optional int
- The maximum number of near locations to find for each feature in analysisLayer.
- search_cutoff : Optional float
- Limits the search range to this value
- search_cutoff_units : Optional string
- The units for the value specified as searchCutoff
- time_of_day : Optional datetime.datetime
- When measurementType is DrivingTime, this value specifies the time of day to be used for driving time calculations based on traffic.
time_zone_for_time_of_day : Optional string
- output_name : Optional string
- Additional properties such as output feature service name
- context : Optional string
- Additional settings such as processing extent and output spatial reference
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “nearest_layer” : layer (FeatureCollection) “connecting_lines_layer” : layer (FeatureCollection)
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arcgis.
find_similar_locations
(input_layer, search_layer, analysis_fields=[], input_query=None, number_of_results=0, output_name=None, context=None, gis=None)¶ Finds the locations that are most similar to one or more reference locations based on criteria that you specify.
input_layer : Required layer (see Feature Input in documentation)
search_layer : Required layer (see Feature Input in documentation)
analysis_fields : Required list of strings
input_query : Optional string
number_of_results : Optional int
output_name : Optional string
context : Optional string
- dict with the following keys:
- “similar_result_layer” : layer (FeatureCollection) “process_info” : layer (FeatureCollection)
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arcgis.
interpolate_points
(input_layer, field, interpolate_option='5', output_prediction_error=False, classification_type='GeometricInterval', num_classes=10, class_breaks=[], bounding_polygon_layer=None, predict_at_point_layer=None, output_name=None, context=None, gis=None)¶ The Interpolate Points function allows you to predict values at new locations based on measurements from a collection of points. The function takes point data with values at each point and returns areas classified by predicted values.
- input_layer : Required layer (see Feature Input in documentation)
- The point layer whose features will be interpolated.
- field : Required string
- Name of the numeric field containing the values you wish to interpolate.
- interpolate_option : Optional string
- Integer value declaring your preference for speed versus accuracy, from 1 (fastest) to 9 (most accurate). More accurate predictions take longer to calculate.
- output_prediction_error : Optional bool
- If True, a polygon layer of standard errors for the interpolation predictions will be returned in the predictionError output parameter.
- classification_type : Optional string
- Determines how predicted values will be classified into areas.
- num_classes : Optional int
- This value is used to divide the range of interpolated values into distinct classes. The range of values in each class is determined by the classificationType parameter. Each class defines the boundaries of the result polygons.
- class_breaks : Optional list of floats
- If classificationType is Manual, supply desired class break values separated by spaces. These values define the upper limit of each class, so the number of classes will equal the number of entered values. Areas will not be created for any locations with predicted values above the largest entered break value. You must enter at least two values and no more than 32.
- bounding_polygon_layer : Optional layer (see Feature Input in documentation)
- A layer specifying the polygon(s) where you want values to be interpolated.
- predict_at_point_layer : Optional layer (see Feature Input in documentation)
- An optional layer specifying point locations to calculate prediction values. This allows you to make predictions at specific locations of interest.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “result_layer” : layer (FeatureCollection) “prediction_error” : layer (FeatureCollection) “predicted_point_layer” : layer (FeatureCollection)
-
arcgis.
join_features
(target_layer, join_layer, spatial_relationship=None, spatial_relationship_distance=None, spatial_relationship_distance_units=None, attribute_relationship=None, join_operation='JoinOneToOne', summary_fields=None, output_name=None, context=None, gis=None)¶ Parameters:
target_layer: targetLayer (str). Required parameter.
join_layer: joinLayer (str). Required parameter.
- spatial_relationship: spatialRelationship (str). Optional parameter.
- Choice list:[‘intersects’, ‘withindistance’, ‘completelycontains’, ‘completelywithin’, ‘within’, ‘contains’, ‘identicalto’]
spatial_relationship_distance: spatialRelationshipDistance (float). Optional parameter.
- spatial_relationship_distance_units: spatialRelationshipDistanceUnits (str). Optional parameter.
- Choice list:[‘Meters’, ‘Kilometers’, ‘Feet’, ‘Yards’, ‘Miles’, ‘NauticalMiles’]
attribute_relationship: attributeRelationship (str). Optional parameter.
- join_operation: joinOperation (str). Optional parameter.
- Choice list:[‘JoinOneToOne’, ‘JoinOneToMany’]
summary_fields: summaryFields (str). Optional parameter.
output_name: outputName (str). Optional parameter.
context: context (str). Optional parameter.
gis: Optional, the GIS on which this tool runs. If not specified, the active GIS is used.- Returns:
- output_layer - outputLayer as a str
See http://localhost:6080/arcgis/rest/directories/arcgisoutput/tasks_GPServer/tasks/JoinFeatures.htm for additional help.
-
arcgis.
merge_layers
(input_layer, merge_layer, merging_attributes=[], output_name=None, context=None, gis=None)¶ Combines two inputs of the same feature data type into a new output.
- input_layer : Required layer (see Feature Input in documentation)
- The point, line, or polygon features to merge with the mergeLayer.
- merge_layer : Required layer (see Feature Input in documentation)
- The point, line or polygon features to merge with inputLayer. mergeLayer must contain the same feature type point, line, or polygon) as the inputLayer.
- merging_attributes : Optional list of strings
- An array of values that describe how fields from the mergeLayer are to be modified. By default all fields from both inputs will be carried across to the output.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
merged_layer : layer (FeatureCollection)
-
arcgis.
overlay_layers
(input_layer, overlay_layer, overlay_type='Intersect', snap_to_input=False, output_type='Input', tolerance=None, output_name=None, context=None, gis=None)¶ Overlays the input layer with the overlay layer. Overlay operations supported are Intersect, Union, and Erase.
- input_layer : Required layer (see Feature Input in documentation)
- The input analysis layer.
- overlay_layer : Required layer (see Feature Input in documentation)
- The layer to be overlaid with the analysis layer.
- overlay_type : Optional string
- The overlay type (INTERSECT, UNION, or ERASE) defines how the analysis layer and the overlay layer are combined.
- snap_to_input : Optional bool
- When the distance between features is less than the tolerance, the features in the overlay layer will snap to the features in the input layer.
- output_type : Optional string
- The type of intersection (INPUT, LINE, POINT).
- tolerance : Optional float
- The minimum distance separating all feature coordinates (nodes and vertices) as well as the distance a coordinate can move in X or Y (or both).
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
output_layer : layer (FeatureCollection)
-
arcgis.
plan_routes
(stops_layer, route_count, max_stops_per_route, route_start_time, start_layer, start_layer_route_id_field=None, return_to_start=True, end_layer=None, end_layer_route_id_field=None, travel_mode='Driving', stop_service_time=0, max_route_time=525600, output_name=None, context=None, gis=None)¶ You provide a set of stops and the number of vehicles available to visit the stops, and Plan Routes determines how to efficiently assign the stops to the vehicles and route the vehicles to the stops.
Use this tool to plan work for a mobile team of inspectors, appraisers, in-home support service providers, and others; deliver or pick up items from remote locations; or offer transportation services to people.
stops_layer : Required layer (see Feature Input in documentation)
route_count : Required int
max_stops_per_route : Required int
route_start_time : Required datetime.datetime
start_layer : Required layer (see Feature Input in documentation)
start_layer_route_id_field : Optional string
return_to_start : Optional bool
end_layer : Optional layer (see Feature Input in documentation)
end_layer_route_id_field : Optional string
travel_mode : Optional string
stop_service_time : Optional float
max_route_time : Optional float
output_name : Optional string
context : Optional string
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “routes_layer” : layer (FeatureCollection) “assigned_stops_layer” : layer (FeatureCollection) “unassigned_stops_layer” : layer (FeatureCollection)
-
arcgis.
summarize_nearby
(sum_nearby_layer, summary_layer, near_type='StraightLine', distances=[], units='Meters', time_of_day=None, time_zone_for_time_of_day='GeoLocal', return_boundaries=True, sum_shape=True, shape_units=None, summary_fields=[], group_by_field=None, minority_majority=False, percent_shape=False, output_name=None, context=None, gis=None)¶ The SummarizeNearby task finds features that are within a specified distance of features in the input layer. Distance can be measured as a straight-line distance, a drive-time distance (for example, within 10 minutes), or a drive distance (within 5 kilometers). Statistics are then calculated for the nearby features. For example:Calculate the total population within five minutes of driving time of a proposed new store location.Calculate the number of freeway access ramps within a one-mile driving distance of a proposed new store location to use as a measure of store accessibility.
- sum_nearby_layer : Required layer (see Feature Input in documentation)
- Point, line, or polygon features from which distances will be measured to features in the summarizeLayer.
- summary_layer : Required layer (see Feature Input in documentation)
- Point, line, or polygon features. Features in this layer that are within the specified distance to features in the sumNearbyLayer will be summarized.
- near_type : Optional string
- Defines what kind of distance measurement you want to use to create areas around the nearbyLayer features.
- distances : Required list of floats
- An array of double values that defines the search distance for creating areas mentioned above
- units : Optional string
- The linear unit for distances parameter above. Eg. Miles, Kilometers, Minutes Seconds etc
- time_of_day : Optional datetime.datetime
- For timeOfDay, set the time and day according to the number of milliseconds elapsed since the Unix epoc (January 1, 1970 UTC). When specified and if relevant for the nearType parameter, the traffic conditions during the time of the day will be considered.
- time_zone_for_time_of_day : Optional string
- Determines if the value specified for timeOfDay is specified in UTC or in a time zone that is local to the location of the origins.
- return_boundaries : Optional bool
- If true, will return a result layer of areas that contain the requested summary information. The resulting areas are defined by the specified nearType. For example, if using a StraightLine of 5 miles, your result will contain areas with a 5 mile radius around the input features and specified summary information.If false, the resulting layer will return the same features as the input analysis layer with requested summary information.
- sum_shape : Optional bool
- A boolean value that instructs the task to calculate count of points, length of lines or areas of polygons of the summaryLayer within each polygon in sumWithinLayer.
- shape_units : Optional string
- Specify units to summarize the length or areas when sumShape is set to true. Units is not required to summarize points.
- summary_fields : Optional list of strings
- A list of field names and statistical summary type that you wish to calculate for all features in the summaryLayer that are within each polygon in the sumWithinLayer . Eg: [“fieldname1 summary”, “fieldname2 summary”]
- group_by_field : Optional string
- Specify a field from the summaryLayer features to calculate statistics separately for each unique value of the field.
- minority_majority : Optional bool
- This boolean parameter is applicable only when a groupByField is specified. If true, the minority (least dominant) or the majority (most dominant) attribute values within each group, within each boundary will be calculated.
- percent_shape : Optional bool
- This boolean parameter is applicable only when a groupByField is specified. If set to true, the percentage of shape (eg. length for lines) for each unique groupByField value is calculated.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “result_layer” : layer (FeatureCollection) “group_by_summary” : layer (FeatureCollection)
-
arcgis.
summarize_within
(sum_within_layer, summary_layer, sum_shape=True, shape_units=None, summary_fields=[], group_by_field=None, minority_majority=False, percent_shape=False, output_name=None, context=None, gis=None)¶ The SummarizeWithin task helps you to summarize and find statistics on the point, line, or polygon features (or portions of these features) that are within the boundaries of polygons in another layer. For example:Given a layer of watershed boundaries and a layer of land-use boundaries by land-use type, calculate total acreage of land-use type for each watershed.Given a layer of parcels in a county and a layer of city boundaries, summarize the average value of vacant parcels within each city boundary.Given a layer of counties and a layer of roads, summarize the total mileage of roads by road type within each county.
- sum_within_layer : Required layer (see Feature Input in documentation)
- A polygon feature layer or featurecollection. Features, or portions of features, in the summaryLayer (below) that fall within the boundaries of these polygons will be summarized.
- summary_layer : Required layer (see Feature Input in documentation)
- Point, line, or polygon features that will be summarized for each polygon in the sumWithinLayer.
- sum_shape : Optional bool
- A boolean value that instructs the task to calculate count of points, length of lines or areas of polygons of the summaryLayer within each polygon in sumWithinLayer.
- shape_units : Optional string
- Specify units to summarize the length or areas when sumShape is set to true. Units is not required to summarize points.
- summary_fields : Optional list of strings
- A list of field names and statistical summary type that you wish to calculate for all features in the summaryLayer that are within each polygon in the sumWithinLayer. Eg:[“fieldname1 summary”, “fieldname2 summary”]
- group_by_field : Optional string
- Specify a field from the summaryLayer features to calculate statistics separately for each unique attribute value.
- minority_majority : Optional bool
- This boolean parameter is applicable only when a groupByField is specified. If true, the minority (least dominant) or the majority (most dominant) attribute values within each group, within each boundary will be calculated.
- percent_shape : Optional bool
- This boolean parameter is applicable only when a groupByField is specified. If set to true, the percentage of shape (eg. length for lines) for each unique groupByField value is calculated.
- output_name : Optional string
- Additional properties such as output feature service name.
- context : Optional string
- Additional settings such as processing extent and output spatial reference.
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
- dict with the following keys:
- “result_layer” : layer (FeatureCollection) “group_by_summary” : layer (FeatureCollection)
-
arcgis.
trace_downstream
(input_layer, split_distance=None, split_units='Kilometers', max_distance=None, max_distance_units='Kilometers', bounding_polygon_layer=None, source_database=None, generalize=True, output_name=None, context=None, gis=None)¶ Determine the flow paths in a downstream direction from the locations you specify.
input_layer : Required layer (see Feature Input in documentation)
split_distance : Optional float
split_units : Optional string
max_distance : Optional float
max_distance_units : Optional string
bounding_polygon_layer : Optional layer (see Feature Input in documentation)
source_database : Optional string
generalize : Optional bool
output_name : Optional string
context : Optional string
- gis :
- Optional, the GIS on which this tool runs. If not specified, the active GIS is used.
trace_layer : layer (FeatureCollection)


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npm registry
A public issue repo for the npm registry team.
https://registry.npmjs.org/node/ - explore online
need the package name in the path :
https://registry.npmjs.org/<package-name>/
cdn
The CDN for everything on npm
registry impl
artifactory
JFrog Artifactory Enterprise Universal Repository Manager
Support a lot more then just npm registry, but include a npm registry impl
verdaccio
A lightweight private npm proxy registry
Verdaccio is a simple, zero-config-required local private npm registry. No need for an entire database just to get started! Verdaccio comes out of the box with its own tiny database, and the ability to proxy other registries (eg. npmjs.org), caching the downloaded modules along the way.
verdaccio - github.com/verdaccio
npm packages smoke test with verdaccio
Can be used to smoke test npm publish
command.
See example with facebook/create-react-app.
See also How to test an npm publish
result, without actually publishing to NPM? - stackoverflow.com
articles
this guy would like to avoid using registry because he is annoying when wanting a particular package version not put by the package owner into the npm registry. He would prefer npm as a fin layer on the top of github (like bower does). Comments are worth to read.
alternatives
bower
One of the first package manager for the web (only for frontend projects).
It is at the end of his life. The bower team recommands using yarn and webpack.
yarn
Yarn is not a new package manager, it is just a new CLI built on top of the npm registry. He behave differently then npm CLI. This was really true before npm published @5.y.z version of npm CLI.
Yarn is developed by some Google and Facebook devs.
Diff w/ npm CLI (see npm-vs-yarn : blog.zenika.com 20170313 :
- parallelized downloads (so yarn is faster)
- deterministic with
yarn.lock
file (it is npm shrinkwrap autoexec, it is same as package.lock from<EMAIL_ADDRESS>- …