arcgis.gis

• GIS
  • Improve parsing support for users with Kerberors and IWA authentication schemes

arcgis.gis.admin

• AGOLUsageReports
  • Fixes issue with incorrect statistics for date ranges over 5 months ago

arcgis.gis.server

• LogManager
  • query()
    • Fixes BUG-000154142 where paging was not terminating propertly with record amounts over 5000

arcgis.features

• FeatureLayerCollection
  • extract_changes()
    • Adds layer_servergen parameter and documentation

arcgis.geometry

• Geometry
  • true_centroid
    • Ensures property returns results as a geometry object instead of tuple

arcgis.geoenrichment

• Fixes issue for parsing with multiple buffer distances

arcgis.graph

• KnowledgeGraph
  • Adds apply_edits() method to support editing

arcgis.apps

• hub
  • Fixes issue with token handling for security purposes
  • Fixes issue with properly reading sharing properties
  • Page
    • update_layout()
      • Fixes issue to ensure works properly with new backend infrastructure implementation
• storymap
  • Timeline
    • Fixes issue where position of node was not properly returned

arcgis.learn

• Updates prediction output formatting to x,y,w,h
• Fixes intermittent erratic one_cycle behavior and uses default learning_rate when lr=None
• Fixes Class dump format in a generated emd
• Fixes average_precision_score_output formatting
• Adds explicit documentation for data formatting

Patch Release 2.1.0.2

arcgis.learn

• Restores functionality of internal inferencing checks

Patch Release 2.1.0.1

arcgis.features

• FeatureLayerCollection
  • extract_changes()
    • Adds support for querying the last time changes were sent on each layer

arcgis.features.managers

• Version
  • edit()
    • Updates support for Enterprise 11.1

What's new in version 2.1.0

• Note: Installation of the API for Python results in version number 2.1.0.2

New

• Adds Dask Support
  • advanced parallel processing for analytics
  • see from_parquet()
• Adds descriptive information for results of asynchronous functions
  • see a future parameter for functions and methods in the documentation
• Adds hyperlinks to return values in API Reference documentation
• Removes ntlm_authentication and replaces with gsspi/kerberos on non-Windows machines

Guides

• Install and Setup
  • Adds Install in Google Collab section
• Deep Learning with ArcGIS
  • 2d Computer Vision
    • Pixel Classification
      • How PSETAE works

Samples

• GIS analysts and data scientists
  • Tonga Volcano Eruption - SO2 Analysis
• Advanced Machine Learning
  • 2d Computer Vision
    • Object Detection
      • Detecting Palm Trees using Deep Learning
      • Detecting Swimming Pools using Automated Deep Learning
      • Traffic Light Detection in Oriented Imagery Using ArcGIS Pretrained Model
    • Feature Extraction
      • Extracting features and Land Use Land Cover using Panoptic Segmentation
      • Flood inundation mapping and monitoring using SAR data and deep learning
      • Coastline extraction using Landsat-8 multispectral imagery and band ratio technique
    • Generative Models
      • Generating Land Surface Temperature from multispectral imagery using Pix2Pix
      • Generating cloud masks from satellite imagery - Part I
• Content Publishers
  • Publishing and Consuming OGC Services

Module Changes

arcgis.gis

• Adds module so methods can run without specifying backend: Notebook Server or ArcGIS Online:
  • arcgis.notebook
    • create_snapshots()
    • execute_notebook()
    • list_runtimes()
    • list_snapshots()
• Adds Submodule:
  • arcgis.gis.agonb
    • AGOLNotebookManager
• Adds classes:
  • MarketPlaceManager
  • StatusJob
  • ViewManager
• Adds Dataclasses for use in adding/updating Items:
  • ItemProperties
  • CreateServiceParameter
  • SpatialFilter
  • ViewLayerDefParameter
• Adds Enumerations for use in adding/updating Items:
  • ItemTypeEnum
  • MetadataFormatEnum
  • ServiceTypeEnum
  • SpatialRelationship
• GIS
  • Adds properties:
    • subscription_information
    • symbol_service
• ItemDependency
  • BUG-000145587 Adds and updates documentation
• ResourceManager
  • update()
    • Adds properties parameter
  • get()
    • Adds messaging when attempting to download a resource that does not exist on the item
• User
  • generate_direct_access_url()
    • Adds parameters:
      • expiration
      • subfolder
• UserManager
  • Adds methods:
    • assign_categories()
    • delete_users()
  • Adds properties:
    • categories
  • org_search()
    • Adds parameters:
      • as_dict
      • exclude
  • user_settings
    • Adds clear as a option for dictionary key
• ContentManager
  • Adds properties:
    • marketplace
  • Adds methods:
    • can_reassign()
  • import_data()
    • Adds parameters when publishing a Spatially Enabled DataFrame:
      • overwrite
      • append
      • service
    • Adds documentation specifying return values for specific inputs
• Item
  • Adds properties:
    • item_card
    • view_manager
  • Adds methods:
    • delete_thumbnail()
    • package_info()
    • update_thumbnail()
  • usage()
    • Adds documentation and code example for customizing the date_range argument

arcgis.gis.admin

• AGOLUsageReports
  • users()
    • BUG-000149476 Adds documentation noting that users outside the organization can be added to report
• PortalAdminManager
  • Adds properties:
    • info
• UX
  • Updates entire module to synchronize with any organizational deployment
    • New properties:
      • admin_contacts
      • contact_link
      • gallery_group
      • help_source
      • homepage_settings
      • item_settings
      • map_settings
      • security_settings
    • New methods:
      • navigation_bar()
      • set_org_language()
      • shared_theme()

arcgis.gis.server

• Service
  • Adds method:
    • service_manifest() - result of Public Repo Issue #1316
• ServicesDirectory
  • Adds method:
    • footprints()
  • Adds ability to work with connections created from ags files
• SystemManager
  • Adds properties:
    • soap_config
• SiteManager
  • upgrade()
    • adds debug parameter
• Security
  • ssl
    • Adds documentation indicating deprecation and best practice

arcgis.gis.workflowmanager

• Fixes token management issue when connecting with Windows Authentication (IWA)
• Job_Manager
  • get()
    • Adds parameter:
      • get_holds

arcgis.features

• FeatureLayer
  • Adds methods:
    • query_date_bins()
  • edit_features(()
    • Fixes Public Repo Issue #1236 where operation failed if only using attachments argument
  • extract_changes()
    • Adds fields_to_compare parameter
• FeatureLayerCollection
  • Adds methods:
    • query_data_elements()
• Spatially Enabled DataFrame (GeoAccessor)
  • Adds documentation indicating changing of null values to zeroes in environments without ArcPy when using to* and from* methods. Public Repo Issue #1358
  • New Methods:
    • from_parquet()
    • from_arrow()
    • to_parquet()
    • to_arrow()
  • Adds default spatial reference for WKT and WKB inputs
  • Adds support for time delta columns in conversion methods
  • to_featurelayer()
    • Adds optional parameters for overwriting layers:
      • overwrite
      • service
    • Adds ability to publish tables
  • from_featureclass()
    • Adds parameters for keyword arguments when ArcPy in environment:
      • sr
      • datum_transformation
  • from_xy()
    • Based on Community Enhancement
      • Adds parameters:
        • z_enabed
        • m_enabled
        • oid_field
  • plot()
    • Adds documentation for parameters:
      • map_widget
      • palette
      • renderer_type
    • Adds parameter for rendering heatmaps:
      • show_none

arcgis.features.analysis

• Updates documentation with current information about how Esri manages live traffic data

arcgis.features.managers

• Adds classes:
  • TopographicProductionManager
  • TraceConfiguration
  • TraceNetworkManager
  • WebhookScheduleInfo
• Adds enumeration:
  • WebhookEvents
• ParcelFabricManager
  • Adds asychronous processing to all methods
    • See future parameter in documentation
  • Adds methods:
    • set_line_label_position()
    • transfer_parcel()
  • duplicate()
    • Adds parameters:
      • repeat_count
      • update_field
      • start_value
      • increment_value
• UtilityNetworkManager
  • Adds methods:
    • associations()
    • locations()
    • query_associations()
    • query_locations()
    • trace_configurations()
    • traverse_associations()
• AttachmentManager
• Adds ability to create object directly for use with a specific branch version
• Adds return_moment parameter to:
  • add()
  • delete()
  • update()
• Adds rollback_on_failure parameter to:
  • delete()

arcgis.features.analyze_patterns

• interprolate_points()
  • Adds parameter table to documentation

arcgis.raster

• ImageryLayer
  • Adds methods:
    • spectral_profile()
  • Adds capability to work with tiles only services to numerous methods:
    • calculate_volume
    • compute_class_stats
    • compute_histograms,
    • compute_status_and_histograms
    • export_image
    • get_samples
    • identify
    • legend
    • measure
    • project
    • query_boundary
  • get_samples()
    • Adds time parameter
  • identify()
    • Adds options for geometry argument:
      • Multipoint
      • Envelope
  • attribute_table()
    • Adds parameter:
      • as_df
• RasterCollection
  • Adds methods:
    • std()
  • Adds extent_type and cellsize_type parameters to following methods:
    • majority()
    • max()
    • mean()
    • median()
    • min()
    • sum()
• Raster
  • multidimensional_info
    • Adds ability to handle rendering_rule and removes requirement to set the value

arcgis.raster.analytics

• Adds functions:
  • mosaic_image()
• is_supported()
  • Updates function to return True only if user running function has privileges to run operations
• compute_change_raster()
  • Adds options for the compute_change_method argument
    • BAND_WITH_MOST_CHANGE
    • SPECTRAL_ANGLE_DISTANCE
    • SPECTRAL_EUCLIDEAN_DISTANCE
• find_argument_statistics()
  • Adds parameters:
    • argument_value
    • comparison
    • occurrence
• Adds raster types as options for raster_type_name argument in:
  • copy_raster()
  • create_image_collection()
  • publish_imagery_layer()

arcgis.raster.functions

• Adds functions:
  • geometric_median()
• compute_change()
  • Adds options for the method argument:
    • BAND_WITH_MOST_CHANGE
    • SPECTRAL_ANGLE_DISTANCE
    • SPECTRAL_EUCLIDEAN_DISTANCE

arcgis.raster.functions.gbl

• Adds circular_wrap_value and circular_calculation parameters to:
  • zonal_statistics()
  • summarize_raster_within()
  • zonal_statistics_as_table)

arcgis.raster.utils

• Adds methods:
  • publish_hosted_imagery_layer())

arcgis.geoanalytics

• arcgis.geoanalytics.find_locations
  • snap_tracks()
    • Adds parameters (available with ArcGIS Enterprise 11.1+):
      • timesplit
      • timeSplitUnit
      • distanceSplit
      • distanceSplitUnit
      • timeBoundarySplit
      • timeBoundarySplitUnit
      • timeBoundaryReference

arcgis.geoenrichment

• Adds ability to:
  • use data collections without calling Country enrich
  • pass in different addresses from different places in the world
  • use NamedAreas with data collections
• Adds object:
  • BufferStudyArea
• enrich()
  • Adds ability to use BufferStudyArea as study_areas argument
  • Adds ability to enrich multiple countries simultaneously
• Country
  • Adds properties:
    • hierarchies
    • hierarchy

arcgis.graph

• Adds documentation introducing module and noting which versions of the API can work with which versions of ArcGIS Enterprised deployments of knowldege graphs
• search()
  • Adds documentation note on finding valid values for category argument

arcgis.mapping

• Working with 2D Maps
  • WebMap
    • ENH-000134082 Adds methods to transfer layers between operationalLayers and baseMapLayers
      • move_to_basemap()
      • move_from_basemap()
    • Adds methods:
      • update_drawing_info()
      • update_layer()
    • Adds bookmarks code sample
    • Adds messaging based on Esri Community Post to indicate deprecation:
      • heighth
      • width
• Working with 3D Maps
  • Adds classes:
    • VoxelLayer
• Working with Map Service Layers
  • MapImageLayerManager
    • import_tiles()
      • Enhances method to handle packages greater than 500GB with ArcGIS Online
• Utility Functions for Mapping
  • Adds functions:
    • create_colormap()
    • generate_simple()
    • generate_heatmap()
    • generate_classbreaks()
    • generate_unique()

arcgis.realtime

• StreamLayer
  • Adds parameter table to subscribe() documentatation
• feeds
  • New Classes for configuring Kafka authentication:
    • SaslScramSha256
    • SaslScramSha512

arcgis.widgets

• MapView
  • Adds methods:
    • update_layer()
  • basemap
    • Updates property to account for new options
    • Updates messaging and behavior when accessing basemaps requiring authentication

arcgis.apps

• storymap
  • New class:
    • MapTour
  • Map
    • Adds methods:
      • set_viewpoint()
    • Adds properties:
      • show_legend
      • show_search
      • time_slider
  • Storymap
    • Adds methods:
      • copy_content()
  • Text
    • Adds formatting to parameter table documentation
  • Sidecar
    • Adds methods:
      • add_slide()
• hub
  • Refactors many aspects of the module:
    • Adds classes:
      • Site
      • Page (refactor of Indicator)
      • SiteManager
      • PageManager (refactor of IndicatorManager)
    • Updates functionality for Hub Basic
• survey123
  • Survey
    • generate_report()
      • ENH-000135370 Improves error messaging when method fails to run
  • Adds save_folder argument to:
    • create_report_template()
    • create_sample_report()
    • generate_report()

arcgis.learn

• Adds warning to numerous models when there is an imbalance of class data and provide suggestion to use stratification
• Data Preparation Methods
  • prepare_tabulardata
    • Adds parameters:
      • stratify
  • prepare_data()
    • Adds None as option for batch_size argument
    • Adds support for Meta Raster Format imagery for SuperResolution, CycleGAN, and Pix2Pix models
    • Adds keyword arguments:
      • bands_of_interest
      • timesteps_of_interest
      • channels_of_interest
      • n_temporal
      • n_temporal_dates
• Automated Machine Learning
  • AutoDL
    • Enhances performance for training
    • Adds options for the models supported for network argument
  • AutoML
    • Adds Shap explanations for each prediction
    • Adds Confidence scores for predictions
    • Renames Random Forest to Random Trees for Basic argument of mode parameter
• Object Detection Models
  • Adds models:
    • EfficientDet
  • Adds support for batch_size parameter in predict() methods
  • Adds precision score as a metric returned by fit() for:
    • MaskRCNN
    • RetinaNet
    • MMDetection
  • MaskRCNN
    • Implements test time augmentation for:
      • fit()
      • predict()
      • show_results()
      • average_precision_score()
• 3d Models
  • Adds models:
    • RandLANet
    • SQNSeg
• Feature, Tabular, and Timeseries models
  • Adds models:
    • PSETAE
  • TimeSeriesModel
    • Adds parameters:
      • location_var
    • Adds multivariate support for space time cubes
    • load()
      • Adds deep learning package and parent directory support for
• Unstructured Text Models
  • TextClassifier
    • predict()
      • Adds parameters:
        • explain
        • explain_index
• Inferencing Methods
  • Adds documentation to note support for ArcGIS Image for ArcGIS Online to:
    • detect_objects

arcgis.auth

• Adds classes:
  • EsriPCKEAuth
  • ArcGISServer
• arcgis.apps.tools

Fixes

• Adds warning message indicating verify_cert=False is a security risk

Guides

• System requirements
  • Updates link and phrasing for Install with minimum dependencies link
• Enriching GIS data with thematic information
  • Updates entire Introduction to GeoEnrichment guide
  • Updates to output maps for all guides
  • Updates explanations in all guides
• Imagery and raster analysis
  • Fixes missing map output for:
    • Using imagery layers
    • Using raster analysis
    • Advanced raster concepts
  • Orthomapping Guide Part 2
    • Updates visualization for section 3.2.3 Use DEM to visualize scenes
• Performing network analyses
  • Fixed relative links in each Introduction section

Module Changes

arcgis.gis

• GIS
  • Fixes Public Repo Issue #1263) where notebooks opened in ArcGIS Pro and using pro authentication fail to recognize token
  • Fixes bug with Windows authentication not honoring verify_cert=False when there is an invalid SSL certificate
  • Fixes issue when using Windows Authentication or Kerberos to connect to a Geoprocessing Service in organization deployed to ArcGIS Kubernetes
  • Fixes issue where certain proxies blocked OAuth authentication
  • Fixes issue where server cannot be properly accessed with Windows Authentication on single-machine deployments
  • Fixes Public Repo Issue #1349 where connecting returns InsecureRequestWarning when setting use_gen_token and verify_cert to True
  • hosting_servers
    • Fixes issue where property was not honoring proxy methods
  • Fixes issue with connecting to servers protected by LDAP
• Item
  • metadata
    • Fixes Public Repo Issue #611 where assignment fails with strings longer than 32767 characters
  • usage()
    • Fixes issue where dates were transformed incorrectly if as_df argument was True
  • update()
    • Fixes failure to update item if it resides in a folder
    • Removes commentsEnabled parameter from table as no longer supported on a per item basis
• ContentManager
  • clone_items()
    • BUG-000147274 Fixes issue with failing to clone item metadata
    • BUG-000149255 Fixes KeyError when cloning Solutions apps
    • BUG-000152758 Fixes issue where layers in a group layer were not being cloned
    • BUG-000153477 Fixes issue where method attempted to clone Living Atlas layers
  • advanced_search()
    • Updates to parameter table formatting
  • search()
    • BUG-000152801 Fixes issue where categories parameter was improperly formatted in sent request
• Group
  • Fixes Public Repo Issue #1279 issue where not all properties were being returned when searching so provider value was always returning None
• ResourceManager
  • get()
    • Fixes return value formatting when try_json=False
• User
  • reassign_to()
    • BUG-000153399 Fixes issue where exceptions raised if items have related items

arcgis.gis.admin

• AGOLAdminManager
  • history()
    • Fixes Public Repo Issue #1385 where method returns JSONDecodeError if data_format argument is df or raw
• IdentityProviderManager
  • Fixes Public Repo Issue #827 JSONDecodeError with configuration and properties
• CollaborationManager
  • BUG-000149914 Fixes list() not returning all results if more than 100 collaborations exist
• Webhook
  • update()
    • Fixes Exception: Unable to update webhook error when attempting to run method

arcgis.gis.server

• LogManager
  • query()
    • BUG-000149808 Updates doc options for start_time and end_time arguments to use datetime objects
• Server
  • Fixes error when running publish_sd() asynchronously
• ItemInformationManager
  • properties
    • Fixes issue brought by Esri Community Post where the properties setter did not set properties
• ServicesDirectory
  • list()
    • Fixes incorrect return values for Geoprocessing Services

arcgis.gis.nb

• NotebookDataAccess
  • files
    • Fixes failure when run directly after upload()

arcgis.features

• FeatureLayer
  • query()
    • Fixes error when setting return_distinct_values to True and specifying multiple out_fields
  • properties
    • Fixes failure to load on layers with a VersionManagementService and attachments enabled
  • edit_features()
    • BUG-000142118 Fixes issue in environments without ArcPy where method fails to add polygon features with holes
• Spatially Enabled DataFrame (GeoAccessor)
  • Fixes Public Repo Issue #1295 Could not load dataset error returned when using these methods when columns contain non-finite values, such as NA or Inf:
    • from_layer()
    • to_featureclass()
    • to_table()
  • Fixes properties returning incorrect value:
    • has_z
    • has_m
  • plot()
    • Replaces duplicate symbol_type with symbol_style in parameter table documentation
    • Fixes rendering for default value
  • from_df()
    • Fixes error in handling the spatial reference in environments without ArcPy
  • to_featureclass()
    • Fixes Public Repo Issue #627 where method mutates the calling object's index
    • Fixes Public Repo Issue #1297 where ValueError occurs if geometry column set to one not named SHAPE
  • to_featurelayer()
    • Fixes error when np.nan values exist within the data in environment without ArcPy
  • to_featureset()
    • Fixes Public Repo Issue #1281 AttributeError regarding .str accessor when data frame has column with np.nan values
  • from_table()
    • Fixes Public Repo Issue #1272 where AttributeError raised regarding _as_array when run in ArcGIS Pro
  • from_xy()
    • Fixes Public Repo Issue #1282 ModuleNotFoundError regarding geomet missing from dependencies
    • Fixes issue where the object created from this method would not render all features properly
• GeoSeriesAccessor (geom namespace on SHAPE column)
  • Fixes Public Repo Issue #1357 where spatial reference other than {"wkid":4326} returned incorrect spatial reference in non-ArcPy environments for:
    • buffer()
    • difference()
  • join()
    • Fixes Public Repo Issue #1338 where Different Spatial References error returned if spatial references match but latestWkid value defined in spatial reference
• FeatureSet
  • from_dict()
    • Fixes issue with improperly setting the geometry when calling sdf property
    • Fixes error when using sdf to create an empty dataframe from FeatureSet with empty SHAPE column and ArcPy not in environment
  • from_geojson()
    • Fixes Public Repo Issue #1404 where method incorrectly altered geometry of Multipolygons and removed information
• Feature
  • Updates various code snippet documentation
• Table
  • Fixes Public Repo Issue #1265 where append() in ArcGIS Enterprise fails with Error downlaoding item from Portal because of failure to pass token

arcgis.features.managers

• FeatureLayerCollectionManager
  • create_view()
    • BUG-000150669 Fixes Unable to add layer View for this hosted service error if the layer used was non-sequential layer ID in ArcGIS Pro
    • BUG-000149641 Fixes output location to be in layer owner's content when run by an organization administration
• UtilityNetworkManager
  • Updates documentation parameter tables for:
    • trace()
    • enable_subnetwork_controller()
    • disable_subnetwork_controller()
    • export_subnetwork()
    • query_network_moments()
    • synthesize_association_geometries()
    • update_subnetwork()
    • validate_topology()
• ValidationManager
  • Updates documentation for evaluate()
• SyncManager
  • create()
    • Fixes incorrect parameter names in API Reference

arcgis.features.analysis

• Adds note indicating which ArcGIS Enterprise release version introduces the overwrite key for the context dictionary
• Adds error messaging when the required input_layer argument is not provided and if GIS object is not initialized

arcgis.features.manage_data

• extract_data()
  • Fixes bug where AttributeError returned when data_format argument not provided
  • Fixes bug where output_name not honored by some output types

arcgis.raster

• RasterCollection
  • filter_by_time()
    • Fixes incorrect output when method is chained with other filters
  • map()
    • Fixes failure when using cloud data
• Raster
  • path
    • Returns incorrect value for object created from an Image Service url
• RasterManager
  • update()
    • BUG-000149205 Fixes documentation error for raster_id parameter in table and code sample
• ImageryLayer
  • legend()
    • Enhances the HTML output for legend when the type of legend is stretched

arcgis.raster.analytics

• create_image_collection()
  • BUG-000145660 Fixes Portal refresh item error when image_collection argument has spaces
• copy_raster()
  • Fixes incorrect output on ArcGIS Online if input_rasters argument is a folder with white space in the name

arcgis.geocoding

• batch_geocode()
  • Fixes KeyError:'location' if address was not matched as_featureset argument is True

arcgis.geoenrichment

• enrich()
  • Fixes AssertionError regarding permissions check when connecting to organization with api_key
  • Fixes TypeError with NamedArea as study_areas argument
  • Updates documentation to reference details for argument formatting
  • Removes warning that defaults are used when no enrich variables are explicitly entered
  • Updates performance for Spatially Enabled Dataframes
  • Fixes issues so study_areas argument can be Geometry objects, Dictionaries, or Spatially Enabled DataFrames
  • Fixes failure to return all records when enriching local data
• Country()
  • Fixes TypeError when accessing geometry property
  • Fixes ValueError when initializing object with local data in ArcGIS Pro

arcgis.geometry

• Geometry
  • project()
    • Fixes JSONDecodeError error with large number of features

arcgis.mapping

• Working with 2D Maps
  • WebMap
    • BUG-000153476 Fixes issue initializing from an item if org_settings not present
    • gallery_basemaps
      • Fixes AttributeError when setting property
      • Updates documentation to reflect appropriate return value
    • basemap
      • Fixes AttributeError when setting property
    • add_layer()
      • Fixes return value when an Item is used as input
      • Fixes issue where login dialog appears when adding secure layers if authenticated using ArcGIS Pro authentication
    • save()
      • Fixes bug where new basemap was not saved
  • OfflineMapAreaManager
    • create()
      • BUG-000152778 Fixes UnboundLocalError when max_scale and min_scale are set
• Working with 3D Maps
  • Significant updates to properties, methods and internal code operations, including adding the ability to rebuild and update cache, as well as update attributes on Scene Layers published through a Feature Service:
    • SceneLayer
    • SceneLayerManager
    • EnterpriseSceneLayerManager
• Working with Map Service Layers
  • Updates to internal code of properties and methods for:
    • MapImageLayer
    • TileLayer
    • VectorTileLayer
  • VectorTileLayerManager
    • edit_tile_service()
      • BUG-000149882 Fixes failure to edit when modifying export_tiles_allowed property
      • BUG-000149883 Updates documentation for source_item_id to note argument is optional
      • BUG-000149884 Fixes No valid values available to edit the service error with various arguments

arcgis.apps

• storymap
  • Storymap
    • Fixes issue where object failed to initialize when using ArcGIS Enterprise
    • nodes property
      • Updates return format to an easier format to read
    • get() method
      • Updates error messaging if searching for non-existent node
      • Updates search mechanism to return all main nodes with various text value inputs
    • save() methoditle
      • Fixes issue where url was set incorrectly when publish=True
      • Fixes issue where title was being overwritten during publishing
      • Fixes issue with thumbnail showing as broken picture in the Item pane
  • Map
    • map
      • Fixes creating initial viewpoint and center when creating new node before adding map to story
  • Sidecar
    • remove_slide()
      • Fixes bug where deleting slide removed resource even if it was still being used

arcgis.learn

• Fixes various access errors because checkpoints and folders were being created in incorrect working directory locations
• Fixes issue with backbones not downloading correctly ever after install of arcgis_dl_backbones
• Fixes from_model() ignoring chip_size of the supplied model
• Data Preparation Methods
  • prepare_data()
    • Fixes IndexError with multiple folder workflow if classes are different in each folder
    • Fixes inconsistent behavior between RGB and Multispectral data when using show_batch()
    • Fixes null geometry error during internal conversions
    • Fixes failue if number of data points exceeds 65000
    • Removes unncessary warning messages regarding class imbalance
• Automated Machine Learning
  • AutoDL
    • Fixes issue where show_results() displayed results incorrectly from predicted results
    • Fixes divide by zero error while calculating max epochs
    • Fixes error while saving a trained model
  • AutoML
    • Fixes datum transformation with output features class when using ArcGIS Pro Train Using AutoML (GeoAI) tool
    • Fixes bugs due to change of datatype from numpy to pandas
    • Fixes json serialisation error due to numpy.int64
    • Fixes class imbalance warning
    • save()
      • Fixes issue where saving more than once returned FileNotFoundError
  • ImageryModel
    • load(()
      • Fixes errors with emd files created from:
        • MMDetection
        • MMSegmentation
• Object Classification Models
  • FeatureClassifier
    • Fixes issue where parameter in model file to process a full image was not being recognized
• Object Detection Models
  • FasterRCNN
    • Fixes incorrect metric calculations at the end of each epoch
    • Fixes issue with show_results() displaying white images when objects initialized from NAIP Imagery
  • MaskRCNN
    • Fixes AttributeError: 'ListedColormap' failures for:
      • show_batch()
      • show_results()
    • fit()
      • Fixes ValueError math domain error
  • YOLOv3
    • Fixes show_results returning faded images
    • predict()
      • Fixes issue where axes displayed in imagery visualization
• Image Translation Models
  • Pix2PixHD
    • from_model()
      • Fixes TypeError regarding multiple backbones issue when using a checkpoint file
• 3d Models
  • RandLANet
    • save()
      • Updates method to improve performance time
• Image Translation Models
  • CycleGAN
    • Removes erroneous matplotlib warning message with show_results()
• Feature, Tabular, anad Timeseries models
  • TimeSeriesModel
    • predict()
      • Fixes error when run on object created with from_model()
  • FullyConnectedNetwork
    • predict()
      • Fixes issue where no prediction field existed in the final predicted dataframe
• Model Management
  • train_model()
    • Fixes Division by zero erro when training multiple folders and data folders are empty